diff --git a/data/bfo/bfo_classes_only.owl b/data/bfo/bfo_classes_only.owl new file mode 100644 index 0000000..b440ee5 --- /dev/null +++ b/data/bfo/bfo_classes_only.owl @@ -0,0 +1,1715 @@ + + + + + BFO 2 Reference: BFO does not claim to provide complete coverage of entities of all types. It seeks only to provide coverage of those entities studied by empirical science together with those entities which affect or are involved in human activities such as data processing and planning - coverage that is sufficiently broad to provide assistance to those engaged in building domain ontologies for purposes of data annotation. + BFO 2 Reference: BFO's treatment of continuants and occurrents - as also its treatment of regions, rests on a dichotomy between space and time, and on the view that there are two perspectives on reality - earlier called the 'SNAP' and 'SPAN' perspectives, both of which are essential to the non-reductionist representation of reality as we understand it from the best available science. + BFO 2 Reference: For both terms and relational expressions in BFO, we distinguish between primitive and defined. 'Entity' is an example of a primitive term. Primitive terms in a highest-level ontology such as BFO are terms that are so basic to our understanding of reality that there is no way of defining them in a non-circular fashion. For these, therefore, we can provide only elucidations, supplemented by examples and by axioms. + Alan Ruttenberg + Albert Goldfain + Barry Smith + Bill Duncan + Bjoern Peters + Chris Mungall + David Osumi-Sutherland + Fabian Neuhaus + Holger Stenzhorn + James A. Overton + Janna Hastings + Jie Zheng + Jonathan Bona + Larry Hunter + Leonard Jacuzzo + Ludger Jansen + Mark Ressler + Mathias Brochhausen + Mauricio Almeida + Melanie Courtot + Pierre Grenon + Randall Dipert + Ron Rudnicki + Selja Seppälä + Stefan Schulz + Thomas Bittner + Werner Ceusters + Yongqun "Oliver" He + + Please see the project site https://github.com/BFO-ontology/BFO, the bfo2 owl discussion group http://groups.google.com/group/bfo-owl-devel, the bfo2 discussion group http://groups.google.com/group/bfo-devel, the tracking google doc http://goo.gl/IlrEE, and the current version of the bfo2 reference http://purl.obolibrary.org/obo/bfo/dev/bfo2-reference.docx. This ontology is generated from a specification at https://github.com/BFO-ontology/BFO/tree/master/src/ontology/owl-group/specification/ and with the code that generates the OWL version in https://github.com/BFO-ontology/BFO/tree/master/src/tools/. A very early version of BFO version 2 in CLIF is at http://purl.obolibrary.org/obo/bfo/dev/bfo.clif. + The BSD license on the BFO project site refers to code used to build BFO. + This BFO 2.0 version represents a major update to BFO and is not strictly backwards compatible with BFO 1.1. The previous OWL version of BFO, version 1.1.1 will remain available at http://ifomis.org/bfo/1.1 and will no longer be updated. The BFO 2.0 OWL is a classes-only specification. The incorporation of core relations has been held over for a later version. + + + + + + + + + + + + + + + + + + + + + + + + Relates an entity in the ontology to the name of the variable that is used to represent it in the code that generates the BFO OWL file from the lispy specification. + Really of interest to developers only + BFO OWL specification label + + + + + + + + + Relates an entity in the ontology to the term that is used to represent it in the the CLIF specification of BFO2 + Person:Alan Ruttenberg + Really of interest to developers only + BFO CLIF specification label + + + + + + + + + + editor preferred term + + + + + + + + + example of usage + + + + + + + + + definition + + + + + + + + + editor note + + + + + + + + + term editor + + + + + + + + + alternative term + + + + + + + + + definition source + + + + + + + + + curator note + + + + + + + + + imported from + + + + + + + + + elucidation + + + + + + + + + has associated axiom(nl) + + + + + + + + + has associated axiom(fol) + + + + + + + + + has axiom label + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + entity + Entity + Julius Caesar + Verdi’s Requiem + the Second World War + your body mass index + BFO 2 Reference: In all areas of empirical inquiry we encounter general terms of two sorts. First are general terms which refer to universals or types:animaltuberculosissurgical procedurediseaseSecond, are general terms used to refer to groups of entities which instantiate a given universal but do not correspond to the extension of any subuniversal of that universal because there is nothing intrinsic to the entities in question by virtue of which they – and only they – are counted as belonging to the given group. Examples are: animal purchased by the Emperortuberculosis diagnosed on a Wednesdaysurgical procedure performed on a patient from Stockholmperson identified as candidate for clinical trial #2056-555person who is signatory of Form 656-PPVpainting by Leonardo da VinciSuch terms, which represent what are called ‘specializations’ in [81 + Entity doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. For example Werner Ceusters 'portions of reality' include 4 sorts, entities (as BFO construes them), universals, configurations, and relations. It is an open question as to whether entities as construed in BFO will at some point also include these other portions of reality. See, for example, 'How to track absolutely everything' at http://www.referent-tracking.com/_RTU/papers/CeustersICbookRevised.pdf + An entity is anything that exists or has existed or will exist. (axiom label in BFO2 Reference: [001-001]) + + entity + + + + + Entity doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. For example Werner Ceusters 'portions of reality' include 4 sorts, entities (as BFO construes them), universals, configurations, and relations. It is an open question as to whether entities as construed in BFO will at some point also include these other portions of reality. See, for example, 'How to track absolutely everything' at http://www.referent-tracking.com/_RTU/papers/CeustersICbookRevised.pdf + + per discussion with Barry Smith + + + + + + An entity is anything that exists or has existed or will exist. (axiom label in BFO2 Reference: [001-001]) + + + + + + + + + + + continuant + Continuant + BFO 2 Reference: Continuant entities are entities which can be sliced to yield parts only along the spatial dimension, yielding for example the parts of your table which we call its legs, its top, its nails. ‘My desk stretches from the window to the door. It has spatial parts, and can be sliced (in space) in two. With respect to time, however, a thing is a continuant.’ [60, p. 240 + Continuant doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. For example, in an expansion involving bringing in some of Ceuster's other portions of reality, questions are raised as to whether universals are continuants + A continuant is an entity that persists, endures, or continues to exist through time while maintaining its identity. (axiom label in BFO2 Reference: [008-002]) + if b is a continuant and if, for some t, c has_continuant_part b at t, then c is a continuant. (axiom label in BFO2 Reference: [126-001]) + if b is a continuant and if, for some t, cis continuant_part of b at t, then c is a continuant. (axiom label in BFO2 Reference: [009-002]) + if b is a material entity, then there is some temporal interval (referred to below as a one-dimensional temporal region) during which b exists. (axiom label in BFO2 Reference: [011-002]) + (forall (x y) (if (and (Continuant x) (exists (t) (continuantPartOfAt y x t))) (Continuant y))) // axiom label in BFO2 CLIF: [009-002] + (forall (x y) (if (and (Continuant x) (exists (t) (hasContinuantPartOfAt y x t))) (Continuant y))) // axiom label in BFO2 CLIF: [126-001] + (forall (x) (if (Continuant x) (Entity x))) // axiom label in BFO2 CLIF: [008-002] + (forall (x) (if (Material Entity x) (exists (t) (and (TemporalRegion t) (existsAt x t))))) // axiom label in BFO2 CLIF: [011-002] + + continuant + + + + + (forall (x) (if (Continuant x) (Entity x))) // axiom label in BFO2 CLIF: [008-002] + + + + + + (forall (x) (if (Material Entity x) (exists (t) (and (TemporalRegion t) (existsAt x t))))) // axiom label in BFO2 CLIF: [011-002] + + + + + + Continuant doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. For example, in an expansion involving bringing in some of Ceuster's other portions of reality, questions are raised as to whether universals are continuants + + + + + + A continuant is an entity that persists, endures, or continues to exist through time while maintaining its identity. (axiom label in BFO2 Reference: [008-002]) + + + + + + if b is a continuant and if, for some t, c has_continuant_part b at t, then c is a continuant. (axiom label in BFO2 Reference: [126-001]) + + + + + + if b is a continuant and if, for some t, cis continuant_part of b at t, then c is a continuant. (axiom label in BFO2 Reference: [009-002]) + + + + + + if b is a material entity, then there is some temporal interval (referred to below as a one-dimensional temporal region) during which b exists. (axiom label in BFO2 Reference: [011-002]) + + + + + + (forall (x y) (if (and (Continuant x) (exists (t) (continuantPartOfAt y x t))) (Continuant y))) // axiom label in BFO2 CLIF: [009-002] + + + + + + (forall (x y) (if (and (Continuant x) (exists (t) (hasContinuantPartOfAt y x t))) (Continuant y))) // axiom label in BFO2 CLIF: [126-001] + + + + + + + + + + occurrent + Occurrent + BFO 2 Reference: every occurrent that is not a temporal or spatiotemporal region is s-dependent on some independent continuant that is not a spatial region + BFO 2 Reference: s-dependence obtains between every process and its participants in the sense that, as a matter of necessity, this process could not have existed unless these or those participants existed also. A process may have a succession of participants at different phases of its unfolding. Thus there may be different players on the field at different times during the course of a football game; but the process which is the entire game s-depends_on all of these players nonetheless. Some temporal parts of this process will s-depend_on on only some of the players. + Occurrent doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. An example would be the sum of a process and the process boundary of another process. + Simons uses different terminology for relations of occurrents to regions: Denote the spatio-temporal location of a given occurrent e by 'spn[e]' and call this region its span. We may say an occurrent is at its span, in any larger region, and covers any smaller region. Now suppose we have fixed a frame of reference so that we can speak not merely of spatio-temporal but also of spatial regions (places) and temporal regions (times). The spread of an occurrent, (relative to a frame of reference) is the space it exactly occupies, and its spell is likewise the time it exactly occupies. We write 'spr[e]' and `spl[e]' respectively for the spread and spell of e, omitting mention of the frame. + An occurrent is an entity that unfolds itself in time or it is the instantaneous boundary of such an entity (for example a beginning or an ending) or it is a temporal or spatiotemporal region which such an entity occupies_temporal_region or occupies_spatiotemporal_region. (axiom label in BFO2 Reference: [077-002]) + Every occurrent occupies_spatiotemporal_region some spatiotemporal region. (axiom label in BFO2 Reference: [108-001]) + b is an occurrent entity iff b is an entity that has temporal parts. (axiom label in BFO2 Reference: [079-001]) + (forall (x) (if (Occurrent x) (exists (r) (and (SpatioTemporalRegion r) (occupiesSpatioTemporalRegion x r))))) // axiom label in BFO2 CLIF: [108-001] + (forall (x) (iff (Occurrent x) (and (Entity x) (exists (y) (temporalPartOf y x))))) // axiom label in BFO2 CLIF: [079-001] + + occurrent + + + + + Occurrent doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. An example would be the sum of a process and the process boundary of another process. + + per discussion with Barry Smith + + + + + Simons uses different terminology for relations of occurrents to regions: Denote the spatio-temporal location of a given occurrent e by 'spn[e]' and call this region its span. We may say an occurrent is at its span, in any larger region, and covers any smaller region. Now suppose we have fixed a frame of reference so that we can speak not merely of spatio-temporal but also of spatial regions (places) and temporal regions (times). The spread of an occurrent, (relative to a frame of reference) is the space it exactly occupies, and its spell is likewise the time it exactly occupies. We write 'spr[e]' and `spl[e]' respectively for the spread and spell of e, omitting mention of the frame. + + + + + + An occurrent is an entity that unfolds itself in time or it is the instantaneous boundary of such an entity (for example a beginning or an ending) or it is a temporal or spatiotemporal region which such an entity occupies_temporal_region or occupies_spatiotemporal_region. (axiom label in BFO2 Reference: [077-002]) + + + + + + Every occurrent occupies_spatiotemporal_region some spatiotemporal region. (axiom label in BFO2 Reference: [108-001]) + + + + + + b is an occurrent entity iff b is an entity that has temporal parts. (axiom label in BFO2 Reference: [079-001]) + + + + + + (forall (x) (if (Occurrent x) (exists (r) (and (SpatioTemporalRegion r) (occupiesSpatioTemporalRegion x r))))) // axiom label in BFO2 CLIF: [108-001] + + + + + + (forall (x) (iff (Occurrent x) (and (Entity x) (exists (y) (temporalPartOf y x))))) // axiom label in BFO2 CLIF: [079-001] + + + + + + + + + + + + ic + IndependentContinuant + a chair + a heart + a leg + a molecule + a spatial region + an atom + an orchestra. + an organism + the bottom right portion of a human torso + the interior of your mouth + b is an independent continuant = Def. b is a continuant which is such that there is no c and no t such that b s-depends_on c at t. (axiom label in BFO2 Reference: [017-002]) + For any independent continuant b and any time t there is some spatial region r such that b is located_in r at t. (axiom label in BFO2 Reference: [134-001]) + For every independent continuant b and time t during the region of time spanned by its life, there are entities which s-depends_on b during t. (axiom label in BFO2 Reference: [018-002]) + (forall (x t) (if (IndependentContinuant x) (exists (r) (and (SpatialRegion r) (locatedInAt x r t))))) // axiom label in BFO2 CLIF: [134-001] + (forall (x t) (if (and (IndependentContinuant x) (existsAt x t)) (exists (y) (and (Entity y) (specificallyDependsOnAt y x t))))) // axiom label in BFO2 CLIF: [018-002] + (iff (IndependentContinuant a) (and (Continuant a) (not (exists (b t) (specificallyDependsOnAt a b t))))) // axiom label in BFO2 CLIF: [017-002] + + independent continuant + + + + + b is an independent continuant = Def. b is a continuant which is such that there is no c and no t such that b s-depends_on c at t. (axiom label in BFO2 Reference: [017-002]) + + + + + + For any independent continuant b and any time t there is some spatial region r such that b is located_in r at t. (axiom label in BFO2 Reference: [134-001]) + + + + + + For every independent continuant b and time t during the region of time spanned by its life, there are entities which s-depends_on b during t. (axiom label in BFO2 Reference: [018-002]) + + + + + + (forall (x t) (if (IndependentContinuant x) (exists (r) (and (SpatialRegion r) (locatedInAt x r t))))) // axiom label in BFO2 CLIF: [134-001] + + + + + + (forall (x t) (if (and (IndependentContinuant x) (existsAt x t)) (exists (y) (and (Entity y) (specificallyDependsOnAt y x t))))) // axiom label in BFO2 CLIF: [018-002] + + + + + + (iff (IndependentContinuant a) (and (Continuant a) (not (exists (b t) (specificallyDependsOnAt a b t))))) // axiom label in BFO2 CLIF: [017-002] + + + + + + + + + + + + s-region + SpatialRegion + BFO 2 Reference: Spatial regions do not participate in processes. + Spatial region doesn't have a closure axiom because the subclasses don't exhaust all possibilites. An example would be the union of a spatial point and a spatial line that doesn't overlap the point, or two spatial lines that intersect at a single point. In both cases the resultant spatial region is neither 0-dimensional, 1-dimensional, 2-dimensional, or 3-dimensional. + A spatial region is a continuant entity that is a continuant_part_of spaceR as defined relative to some frame R. (axiom label in BFO2 Reference: [035-001]) + All continuant parts of spatial regions are spatial regions. (axiom label in BFO2 Reference: [036-001]) + (forall (x y t) (if (and (SpatialRegion x) (continuantPartOfAt y x t)) (SpatialRegion y))) // axiom label in BFO2 CLIF: [036-001] + (forall (x) (if (SpatialRegion x) (Continuant x))) // axiom label in BFO2 CLIF: [035-001] + + spatial region + + + + + Spatial region doesn't have a closure axiom because the subclasses don't exhaust all possibilites. An example would be the union of a spatial point and a spatial line that doesn't overlap the point, or two spatial lines that intersect at a single point. In both cases the resultant spatial region is neither 0-dimensional, 1-dimensional, 2-dimensional, or 3-dimensional. + + per discussion with Barry Smith + + + + + A spatial region is a continuant entity that is a continuant_part_of spaceR as defined relative to some frame R. (axiom label in BFO2 Reference: [035-001]) + + + + + + All continuant parts of spatial regions are spatial regions. (axiom label in BFO2 Reference: [036-001]) + + + + + + (forall (x y t) (if (and (SpatialRegion x) (continuantPartOfAt y x t)) (SpatialRegion y))) // axiom label in BFO2 CLIF: [036-001] + + + + + + (forall (x) (if (SpatialRegion x) (Continuant x))) // axiom label in BFO2 CLIF: [035-001] + + + + + + + + + + + + + t-region + TemporalRegion + Temporal region doesn't have a closure axiom because the subclasses don't exhaust all possibilites. An example would be the mereological sum of a temporal instant and a temporal interval that doesn't overlap the instant. In this case the resultant temporal region is neither 0-dimensional nor 1-dimensional + A temporal region is an occurrent entity that is part of time as defined relative to some reference frame. (axiom label in BFO2 Reference: [100-001]) + All parts of temporal regions are temporal regions. (axiom label in BFO2 Reference: [101-001]) + Every temporal region t is such that t occupies_temporal_region t. (axiom label in BFO2 Reference: [119-002]) + (forall (r) (if (TemporalRegion r) (occupiesTemporalRegion r r))) // axiom label in BFO2 CLIF: [119-002] + (forall (x y) (if (and (TemporalRegion x) (occurrentPartOf y x)) (TemporalRegion y))) // axiom label in BFO2 CLIF: [101-001] + (forall (x) (if (TemporalRegion x) (Occurrent x))) // axiom label in BFO2 CLIF: [100-001] + + temporal region + + + + + Temporal region doesn't have a closure axiom because the subclasses don't exhaust all possibilites. An example would be the mereological sum of a temporal instant and a temporal interval that doesn't overlap the instant. In this case the resultant temporal region is neither 0-dimensional nor 1-dimensional + + per discussion with Barry Smith + + + + + A temporal region is an occurrent entity that is part of time as defined relative to some reference frame. (axiom label in BFO2 Reference: [100-001]) + + + + + + All parts of temporal regions are temporal regions. (axiom label in BFO2 Reference: [101-001]) + + + + + + Every temporal region t is such that t occupies_temporal_region t. (axiom label in BFO2 Reference: [119-002]) + + + + + + (forall (r) (if (TemporalRegion r) (occupiesTemporalRegion r r))) // axiom label in BFO2 CLIF: [119-002] + + + + + + (forall (x y) (if (and (TemporalRegion x) (occurrentPartOf y x)) (TemporalRegion y))) // axiom label in BFO2 CLIF: [101-001] + + + + + + (forall (x) (if (TemporalRegion x) (Occurrent x))) // axiom label in BFO2 CLIF: [100-001] + + + + + + + + + + + 2d-s-region + TwoDimensionalSpatialRegion + an infinitely thin plane in space. + the surface of a sphere-shaped part of space + A two-dimensional spatial region is a spatial region that is of two dimensions. (axiom label in BFO2 Reference: [039-001]) + (forall (x) (if (TwoDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [039-001] + + two-dimensional spatial region + + + + + A two-dimensional spatial region is a spatial region that is of two dimensions. (axiom label in BFO2 Reference: [039-001]) + + + + + + (forall (x) (if (TwoDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [039-001] + + + + + + + + + + st-region + SpatiotemporalRegion + the spatiotemporal region occupied by a human life + the spatiotemporal region occupied by a process of cellular meiosis. + the spatiotemporal region occupied by the development of a cancer tumor + A spatiotemporal region is an occurrent entity that is part of spacetime. (axiom label in BFO2 Reference: [095-001]) + All parts of spatiotemporal regions are spatiotemporal regions. (axiom label in BFO2 Reference: [096-001]) + Each spatiotemporal region at any time t projects_onto some spatial region at t. (axiom label in BFO2 Reference: [099-001]) + Each spatiotemporal region projects_onto some temporal region. (axiom label in BFO2 Reference: [098-001]) + Every spatiotemporal region occupies_spatiotemporal_region itself. + Every spatiotemporal region s is such that s occupies_spatiotemporal_region s. (axiom label in BFO2 Reference: [107-002]) + (forall (r) (if (SpatioTemporalRegion r) (occupiesSpatioTemporalRegion r r))) // axiom label in BFO2 CLIF: [107-002] + (forall (x t) (if (SpatioTemporalRegion x) (exists (y) (and (SpatialRegion y) (spatiallyProjectsOntoAt x y t))))) // axiom label in BFO2 CLIF: [099-001] + (forall (x y) (if (and (SpatioTemporalRegion x) (occurrentPartOf y x)) (SpatioTemporalRegion y))) // axiom label in BFO2 CLIF: [096-001] + (forall (x) (if (SpatioTemporalRegion x) (Occurrent x))) // axiom label in BFO2 CLIF: [095-001] + (forall (x) (if (SpatioTemporalRegion x) (exists (y) (and (TemporalRegion y) (temporallyProjectsOnto x y))))) // axiom label in BFO2 CLIF: [098-001] + + spatiotemporal region + + + + + A spatiotemporal region is an occurrent entity that is part of spacetime. (axiom label in BFO2 Reference: [095-001]) + + + + + + All parts of spatiotemporal regions are spatiotemporal regions. (axiom label in BFO2 Reference: [096-001]) + + + + + + Each spatiotemporal region at any time t projects_onto some spatial region at t. (axiom label in BFO2 Reference: [099-001]) + + + + + + Each spatiotemporal region projects_onto some temporal region. (axiom label in BFO2 Reference: [098-001]) + + + + + + Every spatiotemporal region s is such that s occupies_spatiotemporal_region s. (axiom label in BFO2 Reference: [107-002]) + + + + + + (forall (r) (if (SpatioTemporalRegion r) (occupiesSpatioTemporalRegion r r))) // axiom label in BFO2 CLIF: [107-002] + + + + + + (forall (x t) (if (SpatioTemporalRegion x) (exists (y) (and (SpatialRegion y) (spatiallyProjectsOntoAt x y t))))) // axiom label in BFO2 CLIF: [099-001] + + + + + + (forall (x y) (if (and (SpatioTemporalRegion x) (occurrentPartOf y x)) (SpatioTemporalRegion y))) // axiom label in BFO2 CLIF: [096-001] + + + + + + (forall (x) (if (SpatioTemporalRegion x) (Occurrent x))) // axiom label in BFO2 CLIF: [095-001] + + + + + + (forall (x) (if (SpatioTemporalRegion x) (exists (y) (and (TemporalRegion y) (temporallyProjectsOnto x y))))) // axiom label in BFO2 CLIF: [098-001] + + + + + + + + + + process + Process + a process of cell-division, \ a beating of the heart + a process of meiosis + a process of sleeping + the course of a disease + the flight of a bird + the life of an organism + your process of aging. + p is a process = Def. p is an occurrent that has temporal proper parts and for some time t, p s-depends_on some material entity at t. (axiom label in BFO2 Reference: [083-003]) + BFO 2 Reference: The realm of occurrents is less pervasively marked by the presence of natural units than is the case in the realm of independent continuants. Thus there is here no counterpart of ‘object’. In BFO 1.0 ‘process’ served as such a counterpart. In BFO 2.0 ‘process’ is, rather, the occurrent counterpart of ‘material entity’. Those natural – as contrasted with engineered, which here means: deliberately executed – units which do exist in the realm of occurrents are typically either parasitic on the existence of natural units on the continuant side, or they are fiat in nature. Thus we can count lives; we can count football games; we can count chemical reactions performed in experiments or in chemical manufacturing. We cannot count the processes taking place, for instance, in an episode of insect mating behavior.Even where natural units are identifiable, for example cycles in a cyclical process such as the beating of a heart or an organism’s sleep/wake cycle, the processes in question form a sequence with no discontinuities (temporal gaps) of the sort that we find for instance where billiard balls or zebrafish or planets are separated by clear spatial gaps. Lives of organisms are process units, but they too unfold in a continuous series from other, prior processes such as fertilization, and they unfold in turn in continuous series of post-life processes such as post-mortem decay. Clear examples of boundaries of processes are almost always of the fiat sort (midnight, a time of death as declared in an operating theater or on a death certificate, the initiation of a state of war) + (iff (Process a) (and (Occurrent a) (exists (b) (properTemporalPartOf b a)) (exists (c t) (and (MaterialEntity c) (specificallyDependsOnAt a c t))))) // axiom label in BFO2 CLIF: [083-003] + + process + + + + + p is a process = Def. p is an occurrent that has temporal proper parts and for some time t, p s-depends_on some material entity at t. (axiom label in BFO2 Reference: [083-003]) + + + + + + (iff (Process a) (and (Occurrent a) (exists (b) (properTemporalPartOf b a)) (exists (c t) (and (MaterialEntity c) (specificallyDependsOnAt a c t))))) // axiom label in BFO2 CLIF: [083-003] + + + + + + + + + + + disposition + Disposition + an atom of element X has the disposition to decay to an atom of element Y + certain people have a predisposition to colon cancer + children are innately disposed to categorize objects in certain ways. + the cell wall is disposed to filter chemicals in endocytosis and exocytosis + BFO 2 Reference: Dispositions exist along a strength continuum. Weaker forms of disposition are realized in only a fraction of triggering cases. These forms occur in a significant number of cases of a similar type. + b is a disposition means: b is a realizable entity & b’s bearer is some material entity & b is such that if it ceases to exist, then its bearer is physically changed, & b’s realization occurs when and because this bearer is in some special physical circumstances, & this realization occurs in virtue of the bearer’s physical make-up. (axiom label in BFO2 Reference: [062-002]) + If b is a realizable entity then for all t at which b exists, b s-depends_on some material entity at t. (axiom label in BFO2 Reference: [063-002]) + (forall (x t) (if (and (RealizableEntity x) (existsAt x t)) (exists (y) (and (MaterialEntity y) (specificallyDepends x y t))))) // axiom label in BFO2 CLIF: [063-002] + (forall (x) (if (Disposition x) (and (RealizableEntity x) (exists (y) (and (MaterialEntity y) (bearerOfAt x y t)))))) // axiom label in BFO2 CLIF: [062-002] + + disposition + + + + + b is a disposition means: b is a realizable entity & b’s bearer is some material entity & b is such that if it ceases to exist, then its bearer is physically changed, & b’s realization occurs when and because this bearer is in some special physical circumstances, & this realization occurs in virtue of the bearer’s physical make-up. (axiom label in BFO2 Reference: [062-002]) + + + + + + If b is a realizable entity then for all t at which b exists, b s-depends_on some material entity at t. (axiom label in BFO2 Reference: [063-002]) + + + + + + (forall (x t) (if (and (RealizableEntity x) (existsAt x t)) (exists (y) (and (MaterialEntity y) (specificallyDepends x y t))))) // axiom label in BFO2 CLIF: [063-002] + + + + + + (forall (x) (if (Disposition x) (and (RealizableEntity x) (exists (y) (and (MaterialEntity y) (bearerOfAt x y t)))))) // axiom label in BFO2 CLIF: [062-002] + + + + + + + + + + + realizable + RealizableEntity + the disposition of this piece of metal to conduct electricity. + the disposition of your blood to coagulate + the function of your reproductive organs + the role of being a doctor + the role of this boundary to delineate where Utah and Colorado meet + To say that b is a realizable entity is to say that b is a specifically dependent continuant that inheres in some independent continuant which is not a spatial region and is of a type instances of which are realized in processes of a correlated type. (axiom label in BFO2 Reference: [058-002]) + All realizable dependent continuants have independent continuants that are not spatial regions as their bearers. (axiom label in BFO2 Reference: [060-002]) + (forall (x t) (if (RealizableEntity x) (exists (y) (and (IndependentContinuant y) (not (SpatialRegion y)) (bearerOfAt y x t))))) // axiom label in BFO2 CLIF: [060-002] + (forall (x) (if (RealizableEntity x) (and (SpecificallyDependentContinuant x) (exists (y) (and (IndependentContinuant y) (not (SpatialRegion y)) (inheresIn x y)))))) // axiom label in BFO2 CLIF: [058-002] + + realizable entity + + + + + To say that b is a realizable entity is to say that b is a specifically dependent continuant that inheres in some independent continuant which is not a spatial region and is of a type instances of which are realized in processes of a correlated type. (axiom label in BFO2 Reference: [058-002]) + + + + + + All realizable dependent continuants have independent continuants that are not spatial regions as their bearers. (axiom label in BFO2 Reference: [060-002]) + + + + + + (forall (x t) (if (RealizableEntity x) (exists (y) (and (IndependentContinuant y) (not (SpatialRegion y)) (bearerOfAt y x t))))) // axiom label in BFO2 CLIF: [060-002] + + + + + + (forall (x) (if (RealizableEntity x) (and (SpecificallyDependentContinuant x) (exists (y) (and (IndependentContinuant y) (not (SpatialRegion y)) (inheresIn x y)))))) // axiom label in BFO2 CLIF: [058-002] + + + + + + + + + + + 0d-s-region + ZeroDimensionalSpatialRegion + A zero-dimensional spatial region is a point in space. (axiom label in BFO2 Reference: [037-001]) + (forall (x) (if (ZeroDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [037-001] + + zero-dimensional spatial region + + + + + A zero-dimensional spatial region is a point in space. (axiom label in BFO2 Reference: [037-001]) + + + + + + (forall (x) (if (ZeroDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [037-001] + + + + + + + + + + quality + Quality + the ambient temperature of this portion of air + the color of a tomato + the length of the circumference of your waist + the mass of this piece of gold. + the shape of your nose + the shape of your nostril + a quality is a specifically dependent continuant that, in contrast to roles and dispositions, does not require any further process in order to be realized. (axiom label in BFO2 Reference: [055-001]) + If an entity is a quality at any time that it exists, then it is a quality at every time that it exists. (axiom label in BFO2 Reference: [105-001]) + (forall (x) (if (Quality x) (SpecificallyDependentContinuant x))) // axiom label in BFO2 CLIF: [055-001] + (forall (x) (if (exists (t) (and (existsAt x t) (Quality x))) (forall (t_1) (if (existsAt x t_1) (Quality x))))) // axiom label in BFO2 CLIF: [105-001] + + quality + + + + + a quality is a specifically dependent continuant that, in contrast to roles and dispositions, does not require any further process in order to be realized. (axiom label in BFO2 Reference: [055-001]) + + + + + + If an entity is a quality at any time that it exists, then it is a quality at every time that it exists. (axiom label in BFO2 Reference: [105-001]) + + + + + + (forall (x) (if (Quality x) (SpecificallyDependentContinuant x))) // axiom label in BFO2 CLIF: [055-001] + + + + + + (forall (x) (if (exists (t) (and (existsAt x t) (Quality x))) (forall (t_1) (if (existsAt x t_1) (Quality x))))) // axiom label in BFO2 CLIF: [105-001] + + + + + + + + + + + sdc + SpecificallyDependentContinuant + Reciprocal specifically dependent continuants: the function of this key to open this lock and the mutually dependent disposition of this lock: to be opened by this key + of one-sided specifically dependent continuants: the mass of this tomato + of relational dependent continuants (multiple bearers): John’s love for Mary, the ownership relation between John and this statue, the relation of authority between John and his subordinates. + the disposition of this fish to decay + the function of this heart: to pump blood + the mutual dependence of proton donors and acceptors in chemical reactions [79 + the mutual dependence of the role predator and the role prey as played by two organisms in a given interaction + the pink color of a medium rare piece of grilled filet mignon at its center + the role of being a doctor + the shape of this hole. + the smell of this portion of mozzarella + b is a specifically dependent continuant = Def. b is a continuant & there is some independent continuant c which is not a spatial region and which is such that b s-depends_on c at every time t during the course of b’s existence. (axiom label in BFO2 Reference: [050-003]) + Specifically dependent continuant doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. We're not sure what else will develop here, but for example there are questions such as what are promises, obligation, etc. + (iff (SpecificallyDependentContinuant a) (and (Continuant a) (forall (t) (if (existsAt a t) (exists (b) (and (IndependentContinuant b) (not (SpatialRegion b)) (specificallyDependsOnAt a b t))))))) // axiom label in BFO2 CLIF: [050-003] + + specifically dependent continuant + + + + + b is a specifically dependent continuant = Def. b is a continuant & there is some independent continuant c which is not a spatial region and which is such that b s-depends_on c at every time t during the course of b’s existence. (axiom label in BFO2 Reference: [050-003]) + + + + + + Specifically dependent continuant doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. We're not sure what else will develop here, but for example there are questions such as what are promises, obligation, etc. + + per discussion with Barry Smith + + + + + (iff (SpecificallyDependentContinuant a) (and (Continuant a) (forall (t) (if (existsAt a t) (exists (b) (and (IndependentContinuant b) (not (SpatialRegion b)) (specificallyDependsOnAt a b t))))))) // axiom label in BFO2 CLIF: [050-003] + + + + + + + + + + role + Role + John’s role of husband to Mary is dependent on Mary’s role of wife to John, and both are dependent on the object aggregate comprising John and Mary as member parts joined together through the relational quality of being married. + the priest role + the role of a boundary to demarcate two neighboring administrative territories + the role of a building in serving as a military target + the role of a stone in marking a property boundary + the role of subject in a clinical trial + the student role + BFO 2 Reference: One major family of examples of non-rigid universals involves roles, and ontologies developed for corresponding administrative purposes may consist entirely of representatives of entities of this sort. Thus ‘professor’, defined as follows,b instance_of professor at t =Def. there is some c, c instance_of professor role & c inheres_in b at t.denotes a non-rigid universal and so also do ‘nurse’, ‘student’, ‘colonel’, ‘taxpayer’, and so forth. (These terms are all, in the jargon of philosophy, phase sortals.) By using role terms in definitions, we can create a BFO conformant treatment of such entities drawing on the fact that, while an instance of professor may be simultaneously an instance of trade union member, no instance of the type professor role is also (at any time) an instance of the type trade union member role (any more than any instance of the type color is at any time an instance of the type length).If an ontology of employment positions should be defined in terms of roles following the above pattern, this enables the ontology to do justice to the fact that individuals instantiate the corresponding universals – professor, sergeant, nurse – only during certain phases in their lives. + b is a role means: b is a realizable entity & b exists because there is some single bearer that is in some special physical, social, or institutional set of circumstances in which this bearer does not have to be& b is not such that, if it ceases to exist, then the physical make-up of the bearer is thereby changed. (axiom label in BFO2 Reference: [061-001]) + (forall (x) (if (Role x) (RealizableEntity x))) // axiom label in BFO2 CLIF: [061-001] + + role + + + + + b is a role means: b is a realizable entity & b exists because there is some single bearer that is in some special physical, social, or institutional set of circumstances in which this bearer does not have to be& b is not such that, if it ceases to exist, then the physical make-up of the bearer is thereby changed. (axiom label in BFO2 Reference: [061-001]) + + + + + + (forall (x) (if (Role x) (RealizableEntity x))) // axiom label in BFO2 CLIF: [061-001] + + + + + + + + + + fiat-object-part + FiatObjectPart + or with divisions drawn by cognitive subjects for practical reasons, such as the division of a cake (before slicing) into (what will become) slices (and thus member parts of an object aggregate). However, this does not mean that fiat object parts are dependent for their existence on divisions or delineations effected by cognitive subjects. If, for example, it is correct to conceive geological layers of the Earth as fiat object parts of the Earth, then even though these layers were first delineated in recent times, still existed long before such delineation and what holds of these layers (for example that the oldest layers are also the lowest layers) did not begin to hold because of our acts of delineation.Treatment of material entity in BFOExamples viewed by some as problematic cases for the trichotomy of fiat object part, object, and object aggregate include: a mussel on (and attached to) a rock, a slime mold, a pizza, a cloud, a galaxy, a railway train with engine and multiple carriages, a clonal stand of quaking aspen, a bacterial community (biofilm), a broken femur. Note that, as Aristotle already clearly recognized, such problematic cases – which lie at or near the penumbra of instances defined by the categories in question – need not invalidate these categories. The existence of grey objects does not prove that there are not objects which are black and objects which are white; the existence of mules does not prove that there are not objects which are donkeys and objects which are horses. It does, however, show that the examples in question need to be addressed carefully in order to show how they can be fitted into the proposed scheme, for example by recognizing additional subdivisions [29 + the FMA:regional parts of an intact human body. + the Western hemisphere of the Earth + the division of the brain into regions + the division of the planet into hemispheres + the dorsal and ventral surfaces of the body + the upper and lower lobes of the left lung + BFO 2 Reference: Most examples of fiat object parts are associated with theoretically drawn divisions + b is a fiat object part = Def. b is a material entity which is such that for all times t, if b exists at t then there is some object c such that b proper continuant_part of c at t and c is demarcated from the remainder of c by a two-dimensional continuant fiat boundary. (axiom label in BFO2 Reference: [027-004]) + (forall (x) (if (FiatObjectPart x) (and (MaterialEntity x) (forall (t) (if (existsAt x t) (exists (y) (and (Object y) (properContinuantPartOfAt x y t)))))))) // axiom label in BFO2 CLIF: [027-004] + + fiat object part + + + + + b is a fiat object part = Def. b is a material entity which is such that for all times t, if b exists at t then there is some object c such that b proper continuant_part of c at t and c is demarcated from the remainder of c by a two-dimensional continuant fiat boundary. (axiom label in BFO2 Reference: [027-004]) + + + + + + (forall (x) (if (FiatObjectPart x) (and (MaterialEntity x) (forall (t) (if (existsAt x t) (exists (y) (and (Object y) (properContinuantPartOfAt x y t)))))))) // axiom label in BFO2 CLIF: [027-004] + + + + + + + + + + + 1d-s-region + OneDimensionalSpatialRegion + an edge of a cube-shaped portion of space. + A one-dimensional spatial region is a line or aggregate of lines stretching from one point in space to another. (axiom label in BFO2 Reference: [038-001]) + (forall (x) (if (OneDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [038-001] + + one-dimensional spatial region + + + + + A one-dimensional spatial region is a line or aggregate of lines stretching from one point in space to another. (axiom label in BFO2 Reference: [038-001]) + + + + + + (forall (x) (if (OneDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [038-001] + + + + + + + + + + object-aggregate + ObjectAggregate + a collection of cells in a blood biobank. + a swarm of bees is an aggregate of members who are linked together through natural bonds + a symphony orchestra + an organization is an aggregate whose member parts have roles of specific types (for example in a jazz band, a chess club, a football team) + defined by fiat: the aggregate of members of an organization + defined through physical attachment: the aggregate of atoms in a lump of granite + defined through physical containment: the aggregate of molecules of carbon dioxide in a sealed container + defined via attributive delimitations such as: the patients in this hospital + the aggregate of bearings in a constant velocity axle joint + the aggregate of blood cells in your body + the nitrogen atoms in the atmosphere + the restaurants in Palo Alto + your collection of Meissen ceramic plates. + An entity a is an object aggregate if and only if there is a mutually exhaustive and pairwise disjoint partition of a into objects + BFO 2 Reference: object aggregates may gain and lose parts while remaining numerically identical (one and the same individual) over time. This holds both for aggregates whose membership is determined naturally (the aggregate of cells in your body) and aggregates determined by fiat (a baseball team, a congressional committee). + ISBN:978-3-938793-98-5pp124-158#Thomas Bittner and Barry Smith, 'A Theory of Granular Partitions', in K. Munn and B. Smith (eds.), Applied Ontology: An Introduction, Frankfurt/Lancaster: ontos, 2008, 125-158. + b is an object aggregate means: b is a material entity consisting exactly of a plurality of objects as member_parts at all times at which b exists. (axiom label in BFO2 Reference: [025-004]) + (forall (x) (if (ObjectAggregate x) (and (MaterialEntity x) (forall (t) (if (existsAt x t) (exists (y z) (and (Object y) (Object z) (memberPartOfAt y x t) (memberPartOfAt z x t) (not (= y z)))))) (not (exists (w t_1) (and (memberPartOfAt w x t_1) (not (Object w)))))))) // axiom label in BFO2 CLIF: [025-004] + + object aggregate + + + + + An entity a is an object aggregate if and only if there is a mutually exhaustive and pairwise disjoint partition of a into objects + + + + + + An entity a is an object aggregate if and only if there is a mutually exhaustive and pairwise disjoint partition of a into objects + + + + + + ISBN:978-3-938793-98-5pp124-158#Thomas Bittner and Barry Smith, 'A Theory of Granular Partitions', in K. Munn and B. Smith (eds.), Applied Ontology: An Introduction, Frankfurt/Lancaster: ontos, 2008, 125-158. + + + + + + b is an object aggregate means: b is a material entity consisting exactly of a plurality of objects as member_parts at all times at which b exists. (axiom label in BFO2 Reference: [025-004]) + + + + + + (forall (x) (if (ObjectAggregate x) (and (MaterialEntity x) (forall (t) (if (existsAt x t) (exists (y z) (and (Object y) (Object z) (memberPartOfAt y x t) (memberPartOfAt z x t) (not (= y z)))))) (not (exists (w t_1) (and (memberPartOfAt w x t_1) (not (Object w)))))))) // axiom label in BFO2 CLIF: [025-004] + + + + + + + + + + 3d-s-region + ThreeDimensionalSpatialRegion + a cube-shaped region of space + a sphere-shaped region of space, + A three-dimensional spatial region is a spatial region that is of three dimensions. (axiom label in BFO2 Reference: [040-001]) + (forall (x) (if (ThreeDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [040-001] + + three-dimensional spatial region + + + + + A three-dimensional spatial region is a spatial region that is of three dimensions. (axiom label in BFO2 Reference: [040-001]) + + + + + + (forall (x) (if (ThreeDimensionalSpatialRegion x) (SpatialRegion x))) // axiom label in BFO2 CLIF: [040-001] + + + + + + + + + + site + Site + Manhattan Canyon) + a hole in the interior of a portion of cheese + a rabbit hole + an air traffic control region defined in the airspace above an airport + the Grand Canyon + the Piazza San Marco + the cockpit of an aircraft + the hold of a ship + the interior of a kangaroo pouch + the interior of the trunk of your car + the interior of your bedroom + the interior of your office + the interior of your refrigerator + the lumen of your gut + your left nostril (a fiat part – the opening – of your left nasal cavity) + b is a site means: b is a three-dimensional immaterial entity that is (partially or wholly) bounded by a material entity or it is a three-dimensional immaterial part thereof. (axiom label in BFO2 Reference: [034-002]) + (forall (x) (if (Site x) (ImmaterialEntity x))) // axiom label in BFO2 CLIF: [034-002] + + site + + + + + b is a site means: b is a three-dimensional immaterial entity that is (partially or wholly) bounded by a material entity or it is a three-dimensional immaterial part thereof. (axiom label in BFO2 Reference: [034-002]) + + + + + + (forall (x) (if (Site x) (ImmaterialEntity x))) // axiom label in BFO2 CLIF: [034-002] + + + + + + + + + + object + Object + atom + cell + cells and organisms + engineered artifacts + grain of sand + molecule + organelle + organism + planet + solid portions of matter + star + BFO 2 Reference: BFO rests on the presupposition that at multiple micro-, meso- and macroscopic scales reality exhibits certain stable, spatially separated or separable material units, combined or combinable into aggregates of various sorts (for example organisms into what are called ‘populations’). Such units play a central role in almost all domains of natural science from particle physics to cosmology. Many scientific laws govern the units in question, employing general terms (such as ‘molecule’ or ‘planet’) referring to the types and subtypes of units, and also to the types and subtypes of the processes through which such units develop and interact. The division of reality into such natural units is at the heart of biological science, as also is the fact that these units may form higher-level units (as cells form multicellular organisms) and that they may also form aggregates of units, for example as cells form portions of tissue and organs form families, herds, breeds, species, and so on. At the same time, the division of certain portions of reality into engineered units (manufactured artifacts) is the basis of modern industrial technology, which rests on the distributed mass production of engineered parts through division of labor and on their assembly into larger, compound units such as cars and laptops. The division of portions of reality into units is one starting point for the phenomenon of counting. + BFO 2 Reference: Each object is such that there are entities of which we can assert unproblematically that they lie in its interior, and other entities of which we can assert unproblematically that they lie in its exterior. This may not be so for entities lying at or near the boundary between the interior and exterior. This means that two objects – for example the two cells depicted in Figure 3 – may be such that there are material entities crossing their boundaries which belong determinately to neither cell. Something similar obtains in certain cases of conjoined twins (see below). + BFO 2 Reference: To say that b is causally unified means: b is a material entity which is such that its material parts are tied together in such a way that, in environments typical for entities of the type in question,if c, a continuant part of b that is in the interior of b at t, is larger than a certain threshold size (which will be determined differently from case to case, depending on factors such as porosity of external cover) and is moved in space to be at t at a location on the exterior of the spatial region that had been occupied by b at t, then either b’s other parts will be moved in coordinated fashion or b will be damaged (be affected, for example, by breakage or tearing) in the interval between t and t.causal changes in one part of b can have consequences for other parts of b without the mediation of any entity that lies on the exterior of b. Material entities with no proper material parts would satisfy these conditions trivially. Candidate examples of types of causal unity for material entities of more complex sorts are as follows (this is not intended to be an exhaustive list):CU1: Causal unity via physical coveringHere the parts in the interior of the unified entity are combined together causally through a common membrane or other physical covering\. The latter points outwards toward and may serve a protective function in relation to what lies on the exterior of the entity [13, 47 + BFO 2 Reference: an object is a maximal causally unified material entity + BFO 2 Reference: ‘objects’ are sometimes referred to as ‘grains’ [74 + b is an object means: b is a material entity which manifests causal unity of one or other of the types CUn listed above & is of a type (a material universal) instances of which are maximal relative to this criterion of causal unity. (axiom label in BFO2 Reference: [024-001]) + + object + + + + + b is an object means: b is a material entity which manifests causal unity of one or other of the types CUn listed above & is of a type (a material universal) instances of which are maximal relative to this criterion of causal unity. (axiom label in BFO2 Reference: [024-001]) + + + + + + + + + + gdc + GenericallyDependentContinuant + The entries in your database are patterns instantiated as quality instances in your hard drive. The database itself is an aggregate of such patterns. When you create the database you create a particular instance of the generically dependent continuant type database. Each entry in the database is an instance of the generically dependent continuant type IAO: information content entity. + the pdf file on your laptop, the pdf file that is a copy thereof on my laptop + the sequence of this protein molecule; the sequence that is a copy thereof in that protein molecule. + b is a generically dependent continuant = Def. b is a continuant that g-depends_on one or more other entities. (axiom label in BFO2 Reference: [074-001]) + (iff (GenericallyDependentContinuant a) (and (Continuant a) (exists (b t) (genericallyDependsOnAt a b t)))) // axiom label in BFO2 CLIF: [074-001] + + generically dependent continuant + + + + + b is a generically dependent continuant = Def. b is a continuant that g-depends_on one or more other entities. (axiom label in BFO2 Reference: [074-001]) + + + + + + (iff (GenericallyDependentContinuant a) (and (Continuant a) (exists (b t) (genericallyDependsOnAt a b t)))) // axiom label in BFO2 CLIF: [074-001] + + + + + + + + + + function + Function + the function of a hammer to drive in nails + the function of a heart pacemaker to regulate the beating of a heart through electricity + the function of amylase in saliva to break down starch into sugar + BFO 2 Reference: In the past, we have distinguished two varieties of function, artifactual function and biological function. These are not asserted subtypes of BFO:function however, since the same function – for example: to pump, to transport – can exist both in artifacts and in biological entities. The asserted subtypes of function that would be needed in order to yield a separate monoheirarchy are not artifactual function, biological function, etc., but rather transporting function, pumping function, etc. + A function is a disposition that exists in virtue of the bearer’s physical make-up and this physical make-up is something the bearer possesses because it came into being, either through evolution (in the case of natural biological entities) or through intentional design (in the case of artifacts), in order to realize processes of a certain sort. (axiom label in BFO2 Reference: [064-001]) + (forall (x) (if (Function x) (Disposition x))) // axiom label in BFO2 CLIF: [064-001] + + function + + + + + A function is a disposition that exists in virtue of the bearer’s physical make-up and this physical make-up is something the bearer possesses because it came into being, either through evolution (in the case of natural biological entities) or through intentional design (in the case of artifacts), in order to realize processes of a certain sort. (axiom label in BFO2 Reference: [064-001]) + + + + + + (forall (x) (if (Function x) (Disposition x))) // axiom label in BFO2 CLIF: [064-001] + + + + + + + + + + p-boundary + ProcessBoundary + the boundary between the 2nd and 3rd year of your life. + p is a process boundary =Def. p is a temporal part of a process & p has no proper temporal parts. (axiom label in BFO2 Reference: [084-001]) + Every process boundary occupies_temporal_region a zero-dimensional temporal region. (axiom label in BFO2 Reference: [085-002]) + (forall (x) (if (ProcessBoundary x) (exists (y) (and (ZeroDimensionalTemporalRegion y) (occupiesTemporalRegion x y))))) // axiom label in BFO2 CLIF: [085-002] + (iff (ProcessBoundary a) (exists (p) (and (Process p) (temporalPartOf a p) (not (exists (b) (properTemporalPartOf b a)))))) // axiom label in BFO2 CLIF: [084-001] + + process boundary + + + + + p is a process boundary =Def. p is a temporal part of a process & p has no proper temporal parts. (axiom label in BFO2 Reference: [084-001]) + + + + + + Every process boundary occupies_temporal_region a zero-dimensional temporal region. (axiom label in BFO2 Reference: [085-002]) + + + + + + (forall (x) (if (ProcessBoundary x) (exists (y) (and (ZeroDimensionalTemporalRegion y) (occupiesTemporalRegion x y))))) // axiom label in BFO2 CLIF: [085-002] + + + + + + (iff (ProcessBoundary a) (exists (p) (and (Process p) (temporalPartOf a p) (not (exists (b) (properTemporalPartOf b a)))))) // axiom label in BFO2 CLIF: [084-001] + + + + + + + + + + + 1d-t-region + OneDimensionalTemporalRegion + the temporal region during which a process occurs. + BFO 2 Reference: A temporal interval is a special kind of one-dimensional temporal region, namely one that is self-connected (is without gaps or breaks). + A one-dimensional temporal region is a temporal region that is extended. (axiom label in BFO2 Reference: [103-001]) + (forall (x) (if (OneDimensionalTemporalRegion x) (TemporalRegion x))) // axiom label in BFO2 CLIF: [103-001] + + one-dimensional temporal region + + + + + A one-dimensional temporal region is a temporal region that is extended. (axiom label in BFO2 Reference: [103-001]) + + + + + + (forall (x) (if (OneDimensionalTemporalRegion x) (TemporalRegion x))) // axiom label in BFO2 CLIF: [103-001] + + + + + + + + + + + material + MaterialEntity + a flame + a forest fire + a human being + a hurricane + a photon + a puff of smoke + a sea wave + a tornado + an aggregate of human beings. + an energy wave + an epidemic + the undetached arm of a human being + BFO 2 Reference: Material entities (continuants) can preserve their identity even while gaining and losing material parts. Continuants are contrasted with occurrents, which unfold themselves in successive temporal parts or phases [60 + BFO 2 Reference: Object, Fiat Object Part and Object Aggregate are not intended to be exhaustive of Material Entity. Users are invited to propose new subcategories of Material Entity. + BFO 2 Reference: ‘Matter’ is intended to encompass both mass and energy (we will address the ontological treatment of portions of energy in a later version of BFO). A portion of matter is anything that includes elementary particles among its proper or improper parts: quarks and leptons, including electrons, as the smallest particles thus far discovered; baryons (including protons and neutrons) at a higher level of granularity; atoms and molecules at still higher levels, forming the cells, organs, organisms and other material entities studied by biologists, the portions of rock studied by geologists, the fossils studied by paleontologists, and so on.Material entities are three-dimensional entities (entities extended in three spatial dimensions), as contrasted with the processes in which they participate, which are four-dimensional entities (entities extended also along the dimension of time).According to the FMA, material entities may have immaterial entities as parts – including the entities identified below as sites; for example the interior (or ‘lumen’) of your small intestine is a part of your body. BFO 2.0 embodies a decision to follow the FMA here. + A material entity is an independent continuant that has some portion of matter as proper or improper continuant part. (axiom label in BFO2 Reference: [019-002]) + Every entity which has a material entity as continuant part is a material entity. (axiom label in BFO2 Reference: [020-002]) + every entity of which a material entity is continuant part is also a material entity. (axiom label in BFO2 Reference: [021-002]) + (forall (x) (if (MaterialEntity x) (IndependentContinuant x))) // axiom label in BFO2 CLIF: [019-002] + (forall (x) (if (and (Entity x) (exists (y t) (and (MaterialEntity y) (continuantPartOfAt x y t)))) (MaterialEntity x))) // axiom label in BFO2 CLIF: [021-002] + (forall (x) (if (and (Entity x) (exists (y t) (and (MaterialEntity y) (continuantPartOfAt y x t)))) (MaterialEntity x))) // axiom label in BFO2 CLIF: [020-002] + + material entity + + + + + A material entity is an independent continuant that has some portion of matter as proper or improper continuant part. (axiom label in BFO2 Reference: [019-002]) + + + + + + Every entity which has a material entity as continuant part is a material entity. (axiom label in BFO2 Reference: [020-002]) + + + + + + every entity of which a material entity is continuant part is also a material entity. (axiom label in BFO2 Reference: [021-002]) + + + + + + (forall (x) (if (MaterialEntity x) (IndependentContinuant x))) // axiom label in BFO2 CLIF: [019-002] + + + + + + (forall (x) (if (and (Entity x) (exists (y t) (and (MaterialEntity y) (continuantPartOfAt x y t)))) (MaterialEntity x))) // axiom label in BFO2 CLIF: [021-002] + + + + + + (forall (x) (if (and (Entity x) (exists (y t) (and (MaterialEntity y) (continuantPartOfAt y x t)))) (MaterialEntity x))) // axiom label in BFO2 CLIF: [020-002] + + + + + + + + + + cf-boundary + ContinuantFiatBoundary + b is a continuant fiat boundary = Def. b is an immaterial entity that is of zero, one or two dimensions and does not include a spatial region as part. (axiom label in BFO2 Reference: [029-001]) + BFO 2 Reference: In BFO 1.1 the assumption was made that the external surface of a material entity such as a cell could be treated as if it were a boundary in the mathematical sense. The new document propounds the view that when we talk about external surfaces of material objects in this way then we are talking about something fiat. To be dealt with in a future version: fiat boundaries at different levels of granularity.More generally, the focus in discussion of boundaries in BFO 2.0 is now on fiat boundaries, which means: boundaries for which there is no assumption that they coincide with physical discontinuities. The ontology of boundaries becomes more closely allied with the ontology of regions. + BFO 2 Reference: a continuant fiat boundary is a boundary of some material entity (for example: the plane separating the Northern and Southern hemispheres; the North Pole), or it is a boundary of some immaterial entity (for example of some portion of airspace). Three basic kinds of continuant fiat boundary can be distinguished (together with various combination kinds [29 + Continuant fiat boundary doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. An example would be the mereological sum of two-dimensional continuant fiat boundary and a one dimensional continuant fiat boundary that doesn't overlap it. The situation is analogous to temporal and spatial regions. + Every continuant fiat boundary is located at some spatial region at every time at which it exists + (iff (ContinuantFiatBoundary a) (and (ImmaterialEntity a) (exists (b) (and (or (ZeroDimensionalSpatialRegion b) (OneDimensionalSpatialRegion b) (TwoDimensionalSpatialRegion b)) (forall (t) (locatedInAt a b t)))) (not (exists (c t) (and (SpatialRegion c) (continuantPartOfAt c a t)))))) // axiom label in BFO2 CLIF: [029-001] + + continuant fiat boundary + + + + + b is a continuant fiat boundary = Def. b is an immaterial entity that is of zero, one or two dimensions and does not include a spatial region as part. (axiom label in BFO2 Reference: [029-001]) + + + + + + Continuant fiat boundary doesn't have a closure axiom because the subclasses don't necessarily exhaust all possibilites. An example would be the mereological sum of two-dimensional continuant fiat boundary and a one dimensional continuant fiat boundary that doesn't overlap it. The situation is analogous to temporal and spatial regions. + + + + + + (iff (ContinuantFiatBoundary a) (and (ImmaterialEntity a) (exists (b) (and (or (ZeroDimensionalSpatialRegion b) (OneDimensionalSpatialRegion b) (TwoDimensionalSpatialRegion b)) (forall (t) (locatedInAt a b t)))) (not (exists (c t) (and (SpatialRegion c) (continuantPartOfAt c a t)))))) // axiom label in BFO2 CLIF: [029-001] + + + + + + + + + + immaterial + ImmaterialEntity + BFO 2 Reference: Immaterial entities are divided into two subgroups:boundaries and sites, which bound, or are demarcated in relation, to material entities, and which can thus change location, shape and size and as their material hosts move or change shape or size (for example: your nasal passage; the hold of a ship; the boundary of Wales (which moves with the rotation of the Earth) [38, 7, 10 + + immaterial entity + + + + + + + + + + + 1d-cf-boundary + OneDimensionalContinuantFiatBoundary + The Equator + all geopolitical boundaries + all lines of latitude and longitude + the line separating the outer surface of the mucosa of the lower lip from the outer surface of the skin of the chin. + the median sulcus of your tongue + a one-dimensional continuant fiat boundary is a continuous fiat line whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [032-001]) + (iff (OneDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (OneDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [032-001] + + one-dimensional continuant fiat boundary + + + + + a one-dimensional continuant fiat boundary is a continuous fiat line whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [032-001]) + + + + + + (iff (OneDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (OneDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [032-001] + + + + + + + + + + + process-profile + ProcessProfile + On a somewhat higher level of complexity are what we shall call rate process profiles, which are the targets of selective abstraction focused not on determinate quality magnitudes plotted over time, but rather on certain ratios between these magnitudes and elapsed times. A speed process profile, for example, is represented by a graph plotting against time the ratio of distance covered per unit of time. Since rates may change, and since such changes, too, may have rates of change, we have to deal here with a hierarchy of process profile universals at successive levels + One important sub-family of rate process profiles is illustrated by the beat or frequency profiles of cyclical processes, illustrated by the 60 beats per minute beating process of John’s heart, or the 120 beats per minute drumming process involved in one of John’s performances in a rock band, and so on. Each such process includes what we shall call a beat process profile instance as part, a subtype of rate process profile in which the salient ratio is not distance covered but rather number of beat cycles per unit of time. Each beat process profile instance instantiates the determinable universal beat process profile. But it also instantiates multiple more specialized universals at lower levels of generality, selected from rate process profilebeat process profileregular beat process profile3 bpm beat process profile4 bpm beat process profileirregular beat process profileincreasing beat process profileand so on.In the case of a regular beat process profile, a rate can be assigned in the simplest possible fashion by dividing the number of cycles by the length of the temporal region occupied by the beating process profile as a whole. Irregular process profiles of this sort, for example as identified in the clinic, or in the readings on an aircraft instrument panel, are often of diagnostic significance. + The simplest type of process profiles are what we shall call ‘quality process profiles’, which are the process profiles which serve as the foci of the sort of selective abstraction that is involved when measurements are made of changes in single qualities, as illustrated, for example, by process profiles of mass, temperature, aortic pressure, and so on. + b is a process_profile =Def. there is some process c such that b process_profile_of c (axiom label in BFO2 Reference: [093-002]) + b process_profile_of c holds when b proper_occurrent_part_of c& there is some proper_occurrent_part d of c which has no parts in common with b & is mutually dependent on b& is such that b, c and d occupy the same temporal region (axiom label in BFO2 Reference: [094-005]) + (forall (x y) (if (processProfileOf x y) (and (properContinuantPartOf x y) (exists (z t) (and (properOccurrentPartOf z y) (TemporalRegion t) (occupiesSpatioTemporalRegion x t) (occupiesSpatioTemporalRegion y t) (occupiesSpatioTemporalRegion z t) (not (exists (w) (and (occurrentPartOf w x) (occurrentPartOf w z))))))))) // axiom label in BFO2 CLIF: [094-005] + (iff (ProcessProfile a) (exists (b) (and (Process b) (processProfileOf a b)))) // axiom label in BFO2 CLIF: [093-002] + + process profile + + + + + b is a process_profile =Def. there is some process c such that b process_profile_of c (axiom label in BFO2 Reference: [093-002]) + + + + + + b process_profile_of c holds when b proper_occurrent_part_of c& there is some proper_occurrent_part d of c which has no parts in common with b & is mutually dependent on b& is such that b, c and d occupy the same temporal region (axiom label in BFO2 Reference: [094-005]) + + + + + + (forall (x y) (if (processProfileOf x y) (and (properContinuantPartOf x y) (exists (z t) (and (properOccurrentPartOf z y) (TemporalRegion t) (occupiesSpatioTemporalRegion x t) (occupiesSpatioTemporalRegion y t) (occupiesSpatioTemporalRegion z t) (not (exists (w) (and (occurrentPartOf w x) (occurrentPartOf w z))))))))) // axiom label in BFO2 CLIF: [094-005] + + + + + + (iff (ProcessProfile a) (exists (b) (and (Process b) (processProfileOf a b)))) // axiom label in BFO2 CLIF: [093-002] + + + + + + + + + + r-quality + RelationalQuality + John’s role of husband to Mary is dependent on Mary’s role of wife to John, and both are dependent on the object aggregate comprising John and Mary as member parts joined together through the relational quality of being married. + a marriage bond, an instance of requited love, an obligation between one person and another. + b is a relational quality = Def. for some independent continuants c, d and for some time t: b quality_of c at t & b quality_of d at t. (axiom label in BFO2 Reference: [057-001]) + (iff (RelationalQuality a) (exists (b c t) (and (IndependentContinuant b) (IndependentContinuant c) (qualityOfAt a b t) (qualityOfAt a c t)))) // axiom label in BFO2 CLIF: [057-001] + + relational quality + + + + + b is a relational quality = Def. for some independent continuants c, d and for some time t: b quality_of c at t & b quality_of d at t. (axiom label in BFO2 Reference: [057-001]) + + + + + + (iff (RelationalQuality a) (exists (b c t) (and (IndependentContinuant b) (IndependentContinuant c) (qualityOfAt a b t) (qualityOfAt a c t)))) // axiom label in BFO2 CLIF: [057-001] + + + + + + + + + + 2d-cf-boundary + TwoDimensionalContinuantFiatBoundary + a two-dimensional continuant fiat boundary (surface) is a self-connected fiat surface whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [033-001]) + (iff (TwoDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (TwoDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [033-001] + + two-dimensional continuant fiat boundary + + + + + a two-dimensional continuant fiat boundary (surface) is a self-connected fiat surface whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [033-001]) + + + + + + (iff (TwoDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (TwoDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [033-001] + + + + + + + + + + 0d-cf-boundary + ZeroDimensionalContinuantFiatBoundary + the geographic North Pole + the point of origin of some spatial coordinate system. + the quadripoint where the boundaries of Colorado, Utah, New Mexico, and Arizona meet + zero dimension continuant fiat boundaries are not spatial points. Considering the example 'the quadripoint where the boundaries of Colorado, Utah, New Mexico, and Arizona meet' : There are many frames in which that point is zooming through many points in space. Whereas, no matter what the frame, the quadripoint is always in the same relation to the boundaries of Colorado, Utah, New Mexico, and Arizona. + a zero-dimensional continuant fiat boundary is a fiat point whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [031-001]) + (iff (ZeroDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (ZeroDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [031-001] + + zero-dimensional continuant fiat boundary + + + + + zero dimension continuant fiat boundaries are not spatial points. Considering the example 'the quadripoint where the boundaries of Colorado, Utah, New Mexico, and Arizona meet' : There are many frames in which that point is zooming through many points in space. Whereas, no matter what the frame, the quadripoint is always in the same relation to the boundaries of Colorado, Utah, New Mexico, and Arizona. + + requested by Melanie Courtot + + + + + + a zero-dimensional continuant fiat boundary is a fiat point whose location is defined in relation to some material entity. (axiom label in BFO2 Reference: [031-001]) + + + + + + (iff (ZeroDimensionalContinuantFiatBoundary a) (and (ContinuantFiatBoundary a) (exists (b) (and (ZeroDimensionalSpatialRegion b) (forall (t) (locatedInAt a b t)))))) // axiom label in BFO2 CLIF: [031-001] + + + + + + + + + + 0d-t-region + ZeroDimensionalTemporalRegion + a temporal region that is occupied by a process boundary + right now + the moment at which a child is born + the moment at which a finger is detached in an industrial accident + the moment of death. + temporal instant. + A zero-dimensional temporal region is a temporal region that is without extent. (axiom label in BFO2 Reference: [102-001]) + (forall (x) (if (ZeroDimensionalTemporalRegion x) (TemporalRegion x))) // axiom label in BFO2 CLIF: [102-001] + + zero-dimensional temporal region + + + + + A zero-dimensional temporal region is a temporal region that is without extent. (axiom label in BFO2 Reference: [102-001]) + + + + + + (forall (x) (if (ZeroDimensionalTemporalRegion x) (TemporalRegion x))) // axiom label in BFO2 CLIF: [102-001] + + + + + + + + + + history + History + A history is a process that is the sum of the totality of processes taking place in the spatiotemporal region occupied by a material entity or site, including processes on the surface of the entity or within the cavities to which it serves as host. (axiom label in BFO2 Reference: [138-001]) + + history + + + + + A history is a process that is the sum of the totality of processes taking place in the spatiotemporal region occupied by a material entity or site, including processes on the surface of the entity or within the cavities to which it serves as host. (axiom label in BFO2 Reference: [138-001]) + + + + + + + + diff --git a/data/lsopt_setup_0001.png b/data/lsopt_setup_0001.png new file mode 100644 index 0000000..34bdea2 Binary files /dev/null and b/data/lsopt_setup_0001.png differ diff --git a/data/lsopt_setup_0002.png b/data/lsopt_setup_0002.png new file mode 100644 index 0000000..bb2c4c9 Binary files /dev/null and b/data/lsopt_setup_0002.png differ diff --git a/data/numisheet_2020/README.md b/data/numisheet_2020/README.md new file mode 100644 index 0000000..58fb7c0 --- /dev/null +++ b/data/numisheet_2020/README.md @@ -0,0 +1,129 @@ +# Numisheet 2020 benchmark + +* https://data.nist.gov/od/id/mds2-2202 (20201207-download) + +## Data + +2020-03-Numisheet2020-tension-compression-summary-final.pdf 7.20 MB + + - 2020-03-Numisheet2020-tension-compression-summary-final.pdf + - Numisheet2020-tension-compression-summary.csv + - TensionCompression + - analyze-NS-rawdata-attributes.csv + - analyze-NS-rawdata.csv + - C00Al6xxxT4Numisheet2020R01T1.521W17.91-S-Stress-Strain-attributes.csv + - C00Al6xxxT4Numisheet2020R01T1.521W17.91-S-Stress-Strain.csv + - C00Al6xxxT4Numisheet2020R02T1.513W17.94-S-Stress-Strain-attributes.csv + - C00Al6xxxT4Numisheet2020R02T1.513W17.94-S-Stress-Strain.csv + - C00Al6xxxT4Numisheet2020R03T1.52W17.94-S-Stress-Strain-attributes.csv + - C00Al6xxxT4Numisheet2020R03T1.52W17.94-S-Stress-Strain.csv + - C00Al6xxxT81Numisheet2020R01T2.693W18.06-S-Stress-Strain-attributes.csv + - C00Al6xxxT81Numisheet2020R01T2.693W18.06-S-Stress-Strain.csv + - C00Al6xxxT81Numisheet2020R02T2.675W18.05-S-Stress-Strain-attributes.csv + - C00Al6xxxT81Numisheet2020R02T2.675W18.05-S-Stress-Strain.csv + - C00Al6xxxT81Numisheet2020R03T2.696W18.05-S-Stress-Strain-attributes.csv + - C00Al6xxxT81Numisheet2020R03T2.696W18.05-S-Stress-Strain.csv + - C00FeDP980Numisheet2020R01T1.424W17.93-S-Stress-Strain-attributes.csv + - C00FeDP980Numisheet2020R01T1.424W17.93-S-Stress-Strain.csv + - C00FeDP980Numisheet2020R02T1.417W17.94-S-Stress-Strain-attributes.csv + - C00FeDP980Numisheet2020R02T1.417W17.94-S-Stress-Strain.csv + - C00FeDP980Numisheet2020R03T1.409W17.91-S-Stress-Strain-attributes.csv + - C00FeDP980Numisheet2020R03T1.409W17.91-S-Stress-Strain.csv + - C00FeDP1180Numisheet2020R01T1.046W17.93-S-Stress-Strain-attributes.csv + - C00FeDP1180Numisheet2020R01T1.046W17.93-S-Stress-Strain.csv + - C00FeDP1180Numisheet2020R02T1.047W17.95-S-Stress-Strain-attributes.csv + - C00FeDP1180Numisheet2020R02T1.047W17.95-S-Stress-Strain.csv + - C00FeDP1180Numisheet2020R03T1.046W17.97-S-Stress-Strain-attributes.csv + - C00FeDP1180Numisheet2020R03T1.046W17.97-S-Stress-Strain.csv + - Numisheet2020-tension-compression-summary-attributes.csv + - Numisheet2020-tension-compression-summary.csv +- UniaxialTension + - AL6xxx-T4 + - U00Al6XXXT4_Numisheet2020R01T1.489W12.71.csv + - U00Al6XXXT4_Numisheet2020R02T1.488W12.7.csv + - U00Al6XXXT4_Numisheet2020R03T1.488W12.73.csv + - U15Al6XXXT4_Numisheet2020R01T1.487W12.72.csv + - U15Al6XXXT4_Numisheet2020R02T1.488W12.7.csv + - U15Al6XXXT4_Numisheet2020R03T1.488W12.71.csv + - U30Al6XXXT4_Numisheet2020R01T1.494W12.7.csv + - U30Al6XXXT4_Numisheet2020R02T1.495W12.7.csv + - U30Al6XXXT4_Numisheet2020R03T1.497W12.68.csv + - U45Al6XXXT4_Numisheet2020R01T1.497W12.77.csv + - U45Al6XXXT4_Numisheet2020R02T1.497W12.75.csv + - U45Al6XXXT4_Numisheet2020R03T1.497W12.75.csv + - U60Al6XXXT4_Numisheet2020R01T1.5W12.78.csv + - U60Al6XXXT4_Numisheet2020R02T1.502W12.74.csv + - U60Al6XXXT4_Numisheet2020R03T1.503W12.74.csv + - U75Al6XXXT4_Numisheet2020R01T1.496W12.74.csv + - U75Al6XXXT4_Numisheet2020R02T1.494W12.74.csv + - U75Al6XXXT4_Numisheet2020R03T1.492W12.75.csv + - U90Al6XXXT4_Numisheet2020R01T1.488W12.74.csv + - U90Al6XXXT4_Numisheet2020R02T1.487W12.73.csv + - U90Al6XXXT4_Numisheet2020R03T1.487W12.73.csv + - Al6xxx-T81 + - U00Al6XXX-T81_BatchB13R01T2.689W12.68.csv + - U00Al6XXX-T81_BatchB13R02T2.691W12.69.csv + - U00Al6XXX-T81_BatchB13R03T2.691W12.7.csv + - U15Al6XXX-T81_BatchB13R01T2.6921W12.71.csv + - U15Al6XXX-T81_BatchB13R02T2.689W12.71.csv + - U15Al6XXX-T81_BatchB13R03T2.689W12.69.csv + - U30Al6XXX-T81_BatchB8R01T2.693W12.66.csv + - U30Al6XXX-T81_BatchB8R02T2.691W12.66.csv + - U30Al6XXX-T81_BatchB8R03T2.692W12.66.csv + - U45Al6XXX-T81_BatchB1R01T2.684W12.68.csv + - U45Al6XXX-T81_BatchB1R02T2.682W12.66.csv + - U45Al6XXX-T81_BatchB1R03T2.683W12.66.csv + - U60Al6XXX-T81_BatchB12R01T2.679W12.66.csv + - U60Al6XXX-T81_BatchB12R02T2.681W12.66.csv + - U60Al6XXX-T81_BatchB12R03T2.682W12.66.csv + - U75Al6XXX-T81_BatchB5R01T2.687W12.68.csv + - U75Al6XXX-T81_BatchB5R02T2.688W12.7.csv + - U75Al6XXX-T81_BatchB5R03T2.689W12.68.csv + - U90Al6XXX-T81_BatchB5R01T2.686W12.7.csv + - U90Al6XXX-T81_BatchB5R02T2.686W12.68.csv + - U90Al6XXX-T81_BatchB5R03T2.684W12.68.csv + - DP980 + - U00FeDP980R01T1.405W12.7.csv + - U00FeDP980R02T1.404W12.71.csv + - U00FeDP980R03T1.406W12.71.csv + - U15FeDP980R01T1.404W12.72.csv + - U15FeDP980R02T1.404W12.72.csv + - U15FeDP980R03T1.404W12.72.csv + - U30FeDP980R01T1.411W12.71.csv + - U30FeDP980R02T1.411W12.7.csv + - U30FeDP980R03T1.409W12.7.csv + - U45FeDP980R01T1.403W12.69.csv + - U45FeDP980R02T1.402W12.71.csv + - U45FeDP980R03T1.4W12.69.csv + - U60FeDP980R01T1.397W12.75.csv + - U60FeDP980R02T1.395W12.73.csv + - U60FeDP980R03T1.395W12.73.csv + - U75FeDP980R01T1.395W12.74.csv + - U75FeDP980R02T1.397W12.75.csv + - U75FeDP980R03T1.395W12.74.csv + - U90FeDP980R01T1.398W12.74.csv + - U90FeDP980R02T1.398W12.74.csv + - U90FeDP980R03T1.397W12.75.csv + - DP1180 + - U00FeDP1180R01T1.022W12.66.csv + - U00FeDP1180R02T1.031W12.69.csv + - U00FeDP1180R03T1.059W12.69.csv + - U15FeDP1180R01T1.073W12.66.csv + - U15FeDP1180R02T1.071W12.66.csv + - U15FeDP1180R03T1.07W12.66.csv + - U30FeDP1180R01T1.066W12.69.csv + - U30FeDP1180R02T1.066W12.69.csv + - U30FeDP1180R03T1.063W12.69.csv + - U45FeDP1180R01T1.029W12.77.csv + - U45FeDP1180R02T1.032W12.76.csv + - U45FeDP1180R03T1.036W12.76.csv + - U60FeDP1180R01T1.066W12.68.csv + - U60FeDP1180R02T1.066W12.68.csv + - U60FeDP1180R03T1.064W12.71.csv + - U75FeDP1180R01T1.066W12.69.csv + - U75FeDP1180R02T1.067W12.69.csv + - U75FeDP1180R03T1.067W12.69.csv + - U90FeDP1180R01T1.046W12.65.csv + - U90FeDP1180R02T1.045W12.71.csv + - U90FeDP1180R03T1.047W12.68.csv + diff --git a/data/numisheet_2020/analyze-NS-rawdata-attributes.csv b/data/numisheet_2020/analyze-NS-rawdata-attributes.csv new file mode 100644 index 0000000..140abc9 --- /dev/null +++ b/data/numisheet_2020/analyze-NS-rawdata-attributes.csv @@ -0,0 +1,26 @@ +"Variable","Units","Type","Description","AxisLabel" +"Time","s","Real","Time","Time /s" +"Displacement","mm","Real","Actuator displacement","Actuator displacement /mm" +"Displacement","mm","Real","Actuator displacement","Actuator displacement /mm" +"Force","N","Real","Load washer force","" +"Estress","MPa","Real","Engineering stress","" +"Estrain","mm/mm","Real","Engineering strain","" +"Tstress","MPa","Real","True stress","" +"Tstrain","mm/mm","Real","True strain","" +"EstrainRate","mm/mm/s","Real","Engineering strain rate computed from smooth spline","" +"Experiment","","Char","NCAL Experiment descriptor",NA +"Specimen","","Char","NCAL Specimen descriptor",NA +"Material","","Char","Material Descriptor: �1008|Al2024|TRIP�",NA +"Material","","Char","describes heat treatment. Retained for compatibility with other scripts",NA +"Geometry","","Char","description of major specimen geometry components by concatenating reduced parallel length, fillet radius and width",NA +"Geometry","","Char","description of major specimen geometry components by concatenating reduced parallel length, fillet radius and width",NA +"Path","","Char","strain path for test C=compression, T =tension",NA +"NumisheetID","","Char","Numisheet 2020 Material designation, per Tom Stoughton 2019-11-19 email",NA +"IntendedRate","mm/s","Real","Intended actuator velocity",NA +"ASPID","","Char","ASP Materials Bank ID",NA +"dedt","mm/mm/s","Real","achieved specimen engineering strain rate","" +"dedtnomlabel","","Character","convenient axis label","" +"StrainA","mm/mm","Real","Engineering strain based on a gauge length equal to the reduced parallel length","" +"StrainfG","mm/mm","","Engineering strain based on a gauge length equal to 4/7 of the reduced parallel length","" +"eyyA","mm/mm","Real","Average engineering strain in the entire reduced parallel length","" +"eyyfgA","mm/mm","Real","Average engineering strain in the central 4/7 of the reduced parallel length","" diff --git a/data/numisheet_2020/analyze-NS-rawdata.csv b/data/numisheet_2020/analyze-NS-rawdata.csv new file mode 100644 index 0000000..fe706ad --- /dev/null +++ b/data/numisheet_2020/analyze-NS-rawdata.csv @@ -0,0 +1,27781 @@ +"Time","Displacement","Force","Estress","Estrain","Tstress","Tstrain","Specimen","Material","Geometry","Experiment","dedt","IntendedRate","StrainA","StrainfG","eyyA","eyyfgA","Path","ASPID","NumisheetID","dedtnomlabel" +0,-39.8488,2,0.106610717362195,0,0.106610717362195,0,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,0,0,-8.32480497059215e-06,-1.49074448130131e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0.199799999998504,-39.8488,0,0,-2.38719585967778e-06,0,-2.38719870901098e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-2.38719585967778e-06,-1.66086240378386e-05,-1.79048148976652e-05,-3.19130230443387e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0.399799999999232,-39.8408,0.499999999999999,0.0266526793405487,-9.70320575197499e-06,0.0266524207241172,-9.70325282840403e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-9.70320575197499e-06,-1.19977552400296e-05,-2.25728254965577e-05,-2.35646354746886e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0.599699999998847,-39.8464,0,0,7.45724338400042e-06,0,7.45721557881142e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,7.45724338400042e-06,1.63425557088328e-05,2.4759250299968e-06,8.16667206450773e-07,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0.799800000000687,-39.8544,1.5,0.0799580380216462,-6.68690502403535e-07,0.0799579845544656,-6.68690725988064e-07,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-6.68690502403535e-07,6.18283937038163e-07,-9.19570838489085e-06,-1.09436016251419e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0.999800000001414,-39.8488,-6.5,-0.346484831427134,8.33018809119975e-06,-0.34648771771095,8.33015339527495e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,8.33018809119975e-06,7.51151754686388e-06,1.92513183475271e-07,-5.01762412202446e-08,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +1.1997999999985,-39.8464,3.5,0.186568755383841,-1.94983690281587e-05,0.186565117597399,-1.94985591238165e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.94983690281587e-05,-2.26072954218147e-05,-1.72586672346898e-05,-2.9485328344344e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +1.40000000000146,-39.8624,-1.5,-0.0799580380216462,-2.71497066243469e-06,-0.0799578209379187,-2.71497434793808e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-2.71497066243469e-06,2.12007312924844e-06,-2.13374439182169e-05,-2.35315675642238e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +1.59999999999854,-39.852,-1.5,-0.0799580380216462,-1.32255556176164e-05,-0.0799569805321673,-1.32256430761004e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.32255556176164e-05,-8.2772492599111e-06,-1.65820077456056e-05,-8.43531088736392e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +1.79980000000069,-39.8488,3.5,0.186568755383841,-2.63461565876364e-05,0.186563840014197,-2.6346503653666e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-2.63461565876364e-05,-1.95875830941873e-05,-2.2882565093439e-05,-2.69713880037373e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +1.99980000000141,-39.844,3.5,0.186568755383841,-1.73518164436499e-05,0.186565518077043,-1.73519669881976e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.73518164436499e-05,-1.68398138538862e-05,-2.99585311985643e-05,-2.68845632559446e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +2.20010000000184,-39.852,5,0.266526793405487,1.20657588352852e-05,0.266530009253499,1.20656860447063e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,1.20657588352852e-05,1.086236187288e-05,7.98548921056692e-06,9.94532108882448e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +2.40009999999893,-39.844,3.5,0.186568755383841,-1.5695143272022e-05,0.186565827160495,-1.56952664420931e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.5695143272022e-05,-1.55103124300626e-05,-2.57990683643279e-05,-1.9889284755303e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +2.59979999999996,-39.8488,-3,-0.159916076043293,-2.53349497074343e-05,-0.159912024577549,-2.53352706427262e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-2.53349497074343e-05,-1.27160254922398e-05,-1.80371682404746e-05,-1.97840800138742e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +2.7999000000018,-39.8464,-8,-0.42644286944878,-8.65952523267824e-06,-0.426439176655992,-8.6595627265622e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-8.65952523267824e-06,-1.77397840484977e-05,-3.03694513285322e-06,-1.0968552368594e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +2.99989999999889,-39.8408,-1.5,-0.0799580380216463,-1.87303789685558e-05,-0.0799565403772926,-1.87305543843396e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.87303789685558e-05,-7.28055857932002e-06,-1.37274830139325e-05,-5.91745325110469e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +3.19989999999962,-39.852,2,0.106610717362195,-2.09978292430619e-05,0.106608478768556,-2.09980497005327e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-2.09978292430619e-05,-1.60456775741021e-05,-3.02086062936122e-05,-3.71707289206906e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +3.39990000000034,-39.8488,0,0,9.41044458650738e-06,0,9.41040030851035e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,9.41044458650738e-06,7.31908993260107e-06,2.78431745546925e-06,-1.94740182268289e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +4.8002000000015,-39.852,-1.5,-0.0799580380216462,-1.81629289655433e-05,-0.0799565857494814,-1.81630939134955e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-1.81629289655433e-05,-1.35778038170364e-05,-2.5827316577092e-05,-2.60362840641764e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +4.99989999999889,-39.836,1.5,0.0799580380216462,-7.4999920351858e-06,0.0799574383369979,-7.50002016027902e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-7.4999920351858e-06,-5.33413115156905e-06,-4.20376807608759e-06,-1.9670158335801e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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mm/mm/s" +5.8002000000015,-39.8488,10,0.533053586810975,-8.02839795082897e-06,0.533049307244651,-8.02843017853602e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-8.02839795082897e-06,-5.92237081760776e-06,-3.66500511628151e-06,-8.43253531514878e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6,-39.8488,46.5,2.47869917867103,-7.25050189770539e-06,2.47868120685793,-7.25052818277571e-06,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,-7.25050189770539e-06,2.47754903064962e-06,-2.35853746097795e-06,-6.05486458755469e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6.20000000000073,-39.8408,122,6.50325375909389,1.72358535390175e-05,6.50336584822321,1.72357050034602e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,1.72358535390175e-05,1.92592263716004e-05,1.41237322648802e-05,8.44501996939952e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6.40000000000146,-39.844,187.5,9.99475475270578,4.43693137584912e-05,9.99519821311534,4.43683294695097e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,4.43693137584912e-05,5.79236569283561e-05,4.94647670588543e-05,4.34450945445121e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6.59999999999854,-39.8464,248,13.2197289529122,3.52128594194805e-05,13.2201944573694,3.52122394612506e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,3.52128594194805e-05,4.97302277896461e-05,4.40678765513388e-05,4.94050734410581e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6.79899999999907,-39.8568,302.5,16.124871001032,7.44769203181869e-05,16.1260719317647,7.44741470501214e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,7.44769203181869e-05,6.77287829737377e-05,7.06544257187973e-05,4.91837621595412e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +6.99989999999889,-39.8384,363.5,19.3764978805789,7.36353661561971e-05,19.3779246760952,7.36326552056277e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,7.36353661561971e-05,8.00503288862145e-05,6.50657172141401e-05,5.87972447166427e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +7.20030000000042,-39.8336,427.5,22.7880408361692,9.7156709134905e-05,22.7902548472245,9.71519897276296e-05,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,9.7156709134905e-05,0.000118492567631443,0.000104640945830437,0.000100009297751487,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +7.40020000000004,-39.836,493,26.2795418297811,0.000113153906132477,26.2825154625905,0.000113147504712191,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,0.000113153906132477,0.000126242971080511,0.000127542173163635,0.000123995389885808,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+10.0001000000011,-39.8096,1246,66.4184769166475,0.000308859339333593,66.4389908835475,0.000308811652106764,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,0.000308859339333593,0.000327454715461209,0.000318259148082045,0.000321926071676357,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +10.2004000000015,-39.8016,1305.5,69.5901457581728,0.000333784870065582,69.6133738959325,0.000333729176288596,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,0.000333784870065582,0.000341449913979987,0.000329123323463938,0.0003212339532683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +10.4002,-39.8096,1355,72.2287610128871,0.000358533080159765,72.2546574130492,0.000358468822533619,"S190918-ERR-071","DP1180","A36R19W18","E190926-WEL-002",NA,0.00025,0.000358533080159765,0.000370764295838097,0.000364642448415911,0.000360158335503207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+175.2498,-43.54,20079.5,1069.98733354968,0.0162798717787104,1087.40659014471,0.0161487755720769,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0162798717787104,0.0166034180817462,0.0162561242268076,0.016604990531077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +176.2499,-43.5288,20107.5,1071.47938491248,0.0164542851483009,1089.10981224236,0.0163203802744666,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0164542851483009,0.0167780748663101,0.0164291744527342,0.0167771817907184,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +177.2499,-43.516,20153.5,1073.93061215137,0.0166168578580562,1091.7759644829,0.0164803084802856,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0166168578580562,0.0169334990774619,0.0165899483952044,0.0169411877450975,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +178.2499,-43.5184,20163,1074.43684386375,0.0167602063786491,1092.44462710773,0.0166213039929741,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0167602063786491,0.0170839196922787,0.0167284213427919,0.0170854694802168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +179.25,-43.5032,20213,1077.10122129733,0.0169253903365809,1095.3315798998,0.0167837518743593,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169253903365809,0.0172481783782092,0.0168999587046847,0.0172569463666768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +180.25,-43.5,20214,1077.154508846,0.017090619316033,1095.56374650124,0.0169462176357214,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.017090619316033,0.0174323732682865,0.0170644561320258,0.0174361207551856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +181.25,-43.4896,20260,1079.60573608489,0.0172304111365235,1098.20778678298,0.0170836510286009,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0172304111365235,0.0175625449541858,0.0171998203372485,0.017565495687818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +182.2501,-43.4736,20308,1082.16353842112,0.017372949269751,1100.96391067568,0.0172237649557028,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.017372949269751,0.0177062419864277,0.0173545902027208,0.0177154513526329,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +183.2501,-43.4632,20306.5,1082.08360709811,0.017561994633435,1101.0871535989,0.0174095648652227,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.017561994633435,0.0179053694843168,0.01753280917487,0.0179066740693387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +184.2501,-43.4552,20349,1084.34832791665,0.0177283491508942,1103.57203367514,0.0175730349257352,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177283491508942,0.0180745535853895,0.0176946511940888,0.0180782648997004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +185.2502,-43.4504,20375.5,1085.76044795645,0.0178572007419547,1105.14909023328,0.0176996339686881,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0178572007419547,0.0182100415923945,0.0178335131269851,0.0182185633124013,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +186.2502,-43.44,20393.5,1086.71962383254,0.0180176574402566,1106.29976574836,0.0178572632040896,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180176574402566,0.0183857147324638,0.0180015589050619,0.0183753712153694,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +187.2503,-43.4288,20425,1088.39818161569,0.0181837868501144,1108.18938215824,0.0180204390143144,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0181837868501144,0.0185509897738999,0.0181605068166746,0.0185454966528498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +188.2503,-43.4264,20425,1088.39818161569,0.0183540132183184,1108.37465622786,0.0181876113286163,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0183540132183184,0.0187139975607466,0.0183332650187569,0.0187186326644598,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +189.2503,-43.4216,20477.5,1091.19577792094,0.0185385564299736,1111.42497242608,0.0183688120604663,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0185385564299736,0.0189128905150576,0.0185106845502055,0.0189104207940344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +190.2504,-43.408,20498.5,1092.31481644305,0.0186538115219077,1112.69065115157,0.0184819629772577,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0186538115219077,0.0190067861275292,0.0186318109621239,0.0190033643837524,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +191.2504,-43.3976,20508.5,1092.84769192976,0.0188787840587801,1113.47932751484,0.0187027913834138,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0188787840587801,0.019260562279138,0.0188619412586633,0.019267559289161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +192.2504,-43.392,20563,1095.75186333236,0.0190188910299124,1116.5918486169,0.0188402928615948,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0190188910299124,0.0194469462426119,0.0190018302983093,0.0194544602084793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +193.2506,-43.3768,20546.5,1094.87261877928,0.0191736299951377,1115.86530126356,0.0189921322623642,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0191736299951377,0.0195659380179504,0.0191488655077338,0.0195693604271056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +194.2505,-43.3664,20594,1097.40377734118,0.0193112157611339,1118.5959784625,0.019127120527292,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0193112157611339,0.0197093223254214,0.0192910934230174,0.0197092979538956,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +195.2506,-43.3504,20627,1099.16226644734,0.0195254731761782,1120.62392979712,0.0193372966703795,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0195254731761782,0.0199292460205773,0.0194989513080707,0.0199267829476969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +196.2496,-43.348,20610.5,1098.28302189426,0.0196563957571719,1119.871307626,0.0194657036390448,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196563957571719,0.0200521468555524,0.0196405508365798,0.0200533807177181,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +197.2497,-43.3368,20660,1100.9207555535,0.0198251814367268,1122.74670927981,0.0196312218587999,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0198251814367268,0.0202091346905588,0.0198033109189152,0.0202170894478879,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +198.2497,-43.3424,20668,1101.34705594287,0.0200115705307137,1123.38674023166,0.0198139708894035,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0200115705307137,0.0204020076930293,0.0199806207208965,0.0204020714960053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +199.2497,-43.3344,20666.5,1101.26712461986,0.0201197122224424,1123.42430224725,0.0199199853334189,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0201197122224424,0.0205222503674515,0.0201042242678166,0.020521092252761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +203.8499,-43.3216,20344,1084.0818901733,0.0202381638423167,1106.02171708512,0.0200360940037626,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0202381638423167,0.0206364730900333,0.020222754846544,0.0206366414120798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +204.2,-43.3368,20306,1082.05696332378,0.0202331214320445,1103.9503532591,0.0200311516060836,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0202331214320445,0.020637489445539,0.0202101469354155,0.0206346348234202,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +204.45,-43.3184,20242.5,1078.67320398314,0.020236317959985,1100.50157791386,0.0200342847360179,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.020236317959985,0.0206358476404916,0.0202119274195273,0.0206346233998318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +204.7,-43.332,20122.5,1072.27869814256,0.0202059284337914,1093.94508477831,0.020004497540375,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0202059284337914,0.0206122369202864,0.0201891239464621,0.0206109560022432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +204.95,-43.324,20078,1069.90740222667,0.0201709016910083,1091.48839925547,0.0199701639385918,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0201709016910083,0.0205523501266534,0.0201376998773997,0.0205556662955366,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +205.2,-43.3368,19984.5,1064.92501642589,0.0201436636712349,1086.37650779186,0.0199434641147142,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0201436636712349,0.0205487537917878,0.0201172572801935,0.020543375937021,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +205.45,-43.3424,19915.5,1061.24817556755,0.0201437987357957,1082.62574522491,0.0199435965122938,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0201437987357957,0.0205250648903898,0.0201169035456601,0.0205234551266586,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +205.7,-43.3424,19828,1056.58551505879,0.0200899529975328,1077.8122683942,0.0198908126210072,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0200899529975328,0.0204758889201614,0.0200563398030009,0.020474444367464,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +205.95,-43.3448,19739.5,1051.86956700137,0.0200781573592177,1072.989169689,0.0198792492226231,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0200781573592177,0.0204703380554772,0.0200438806964255,0.0204671989183621,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +206.2,-43.34,19645.5,1046.86053742624,0.0200874768139172,1067.88932419919,0.0198883852011372,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0200874768139172,0.0205014541701847,0.0200591759844489,0.0204983336123707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +206.4501,-43.348,19611,1045.02211699708,0.0200437609177188,1065.9682904639,0.019845529236387,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0200437609177188,0.0204338274384712,0.0200253846890709,0.0204385135169274,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+207.4501,-43.3584,19285,1027.65037613016,0.0199995497847973,1048.20292098894,0.0198021859086287,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0199995497847973,0.0204119367045062,0.0199769330857026,0.0204094181609335,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +207.7001,-43.3552,19208.5,1023.57387865679,0.019949575897279,1043.99374343553,0.0197531906793858,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.019949575897279,0.0203497044750913,0.0199264225078446,0.0203505600104162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +207.9501,-43.3664,19164,1021.20258274091,0.0199222478344651,1041.54723368347,0.0197263967774381,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0199222478344651,0.0203592425806048,0.0199041520429417,0.0203580727199478,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+209.7001,-43.3736,18621.5,992.294087586612,0.0197671486970773,1011.90891236717,0.0195743156439573,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0197671486970773,0.0201570660161992,0.0197420185754282,0.0201692357411396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +209.9502,-43.3712,18581.5,990.162585639752,0.019764267319779,1009.73242367238,0.0195714901152346,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.019764267319779,0.0201590205460174,0.0197365107506781,0.0201568334274626,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +210.2002,-43.3816,18499.5,985.793006648688,0.0197504006915305,1005.26281352891,0.0195578921465941,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0197504006915305,0.0201580041905118,0.0197192691842474,0.0201553645540266,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +210.4502,-43.3768,18415.5,981.31685256028,0.0197018224711413,1000.65058297736,0.0195102536485242,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0197018224711413,0.020103355536792,0.0196809483879298,0.0201018231920551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +210.7002,-43.3872,18330,976.760767148866,0.0196961047380649,995.999149522663,0.0195046463729648,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196961047380649,0.0201028082684429,0.0196697475582553,0.0200994032204262,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +210.9502,-43.3896,18273,973.723376874589,0.0196713429019071,992.877823312692,0.0194803625332011,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196713429019071,0.0200753666697938,0.019650368135342,0.0200779779788721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +211.2,-43.392,18189,969.247222786182,0.0196514433899404,988.294329715622,0.0194608467291302,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196514433899404,0.0200558995528035,0.0196313393033826,0.0200563142317988,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +211.4502,-43.3896,18159,967.648596326037,0.0196469412379119,986.659931437003,0.0194564313360102,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196469412379119,0.020039403321137,0.0196283295049644,0.0200403181263712,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +211.7003,-43.392,18067,962.746141848257,0.0196173620990835,981.63268152239,0.0194274217183928,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0196173620990835,0.0200412014885697,0.0195987115200464,0.0200292755409074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+229.1999,-43.5448,13176,702.116741295879,0.0181219272812406,714.840449824585,0.0179596823524205,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0181219272812406,0.018510101010101,0.0181098588008404,0.0185223567664441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +229.4499,-43.5504,13145,700.464827287062,0.0181556033784151,713.182188871816,0.0179927584893131,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0181556033784151,0.018563811489508,0.0181394798093138,0.0185618283916392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +229.6999,-43.5632,13066,696.255110942012,0.0181273298636748,708.876357007327,0.0179649887582207,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0181273298636748,0.0185098664665228,0.0181043308552667,0.0185189134086322,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +229.95,-43.5584,13006.5,693.084501796057,0.0180895568081543,705.622093264148,0.0179278875478613,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180895568081543,0.0184905557119179,0.0180673623487377,0.0184959394060344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +230.2,-43.5608,12932.5,689.141223194365,0.0180790217724072,701.600222372759,0.0179175396465548,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180790217724072,0.0184828939550302,0.0180621412010658,0.01847885587377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +230.45,-43.5552,12870,685.810751402395,0.0180784364926435,698.209137517595,0.0179169647600092,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180784364926435,0.0184625668449197,0.0180516865819034,0.0184648554865375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +230.7,-43.5768,12789.5,681.521103734338,0.0180480469664501,693.821228623162,0.017887114427584,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180480469664501,0.0184445851705913,0.0180224047879997,0.0184476490337423,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +230.95,-43.5656,12763.5,680.135627468879,0.0180361162635742,692.402632720907,0.0178753951646071,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180361162635742,0.0184330143540668,0.0180148315091039,0.0184374707391596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +231.2,-43.5768,12663,674.780228827392,0.0180055466512993,686.930015716918,0.0178453666904025,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0180055466512993,0.0184134690558838,0.017982077074588,0.0184051654704368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +231.45,-43.5688,12619,672.435576685845,0.0179765077707144,684.523620055443,0.0178168410159999,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0179765077707144,0.0183879819870531,0.0179564334474533,0.0183797511325712,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +231.7,-43.5768,12546,668.545585632824,0.0179591294638838,680.552082357712,0.0177997694480062,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0179591294638838,0.0183624949182223,0.0179286662699547,0.0183568158836647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +231.95,-43.5768,12474,664.708882128475,0.0179367537683014,676.631601674816,0.0177777882693344,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0179367537683014,0.0183447477874722,0.0179184981464358,0.0183385463784049,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +232.2001,-43.5768,12383.5,659.886358973703,0.0179336022618811,671.720498473578,0.0177746922898569,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0179336022618811,0.0183360696750789,0.0179062707185338,0.0183285774308184,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +232.45,-43.5768,12331,657.088762668449,0.0179061391345065,668.854685476511,0.0177477126344178,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0179061391345065,0.0183021390374331,0.0178907428417265,0.0183028735154066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +232.7,-43.5816,12261.5,653.385278035778,0.0178517081164797,665.049321306878,0.0176942376908106,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0178517081164797,0.0182547612346373,0.0178373747670805,0.0182576473834446,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +232.9501,-43.584,12217,651.013982119896,0.0178498172126277,662.634462703601,0.0176923799490656,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0178498172126277,0.0182601557369359,0.0178327811081532,0.0182583277467508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +233.2001,-43.5896,12135.5,646.671046903168,0.0178346899818114,658.204224544899,0.0176775178908604,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0178346899818114,0.0182281796291083,0.0178210239767293,0.018228703211717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +233.4501,-43.592,12064.5,642.88763094749,0.0178186623205892,654.343028553427,0.0176617709453361,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0178186623205892,0.0182196578791006,0.0177867878998561,0.0182206257183753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +233.7001,-43.6,11997,639.290721412163,0.0177954762376416,650.667204253998,0.0176389905150871,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177954762376416,0.0182045689089033,0.0177796010240116,0.0182022309806601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +233.9501,-43.6,11921.5,635.267511487463,0.0177778728232094,646.561216515404,0.0176216947350646,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177778728232094,0.0181775963974106,0.0177677965947403,0.0181789845147571,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +234.2001,-43.592,11851,631.510739306122,0.0177539663959374,642.722559750437,0.0175982056136345,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177539663959374,0.0181314694936985,0.0177304545155692,0.0181410041104786,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +234.4501,-43.592,11811.5,629.405881133597,0.0177163734264979,640.556670760594,0.017561267743592,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177163734264979,0.0181087969478061,0.0176910766756051,0.0181083085559767,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +234.7002,-43.608,11742.5,625.729040275262,0.0177173638999443,636.815309384582,0.0175622409744355,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0177173638999443,0.0181034024455076,0.0176974042145528,0.0180998802994246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +234.9501,-43.6,11672,621.97226809392,0.0176842280610131,632.971367530518,0.0175296814647396,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0176842280610131,0.0180668918285016,0.0176602287868439,0.0180656045085027,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+239.7003,-43.6472,10423.5,555.442763577534,0.0173028957841849,565.053531829796,0.0171549053525734,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0173028957841849,0.0177009256653218,0.0172784827885097,0.0176942000189719,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +239.9504,-43.6528,10359.5,552.032360462557,0.0172947919105334,561.579645264637,0.0171469392827202,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0172947919105334,0.0176936548143979,0.0172870349628414,0.0176943518352869,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +240.2003,-43.6448,10287,548.169013183872,0.0172592249095068,557.629985470835,0.0171119763368007,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0172592249095068,0.0176438533946273,0.0172365897338101,0.0176444784455546,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +240.4504,-43.6528,10223.5,544.785253843231,0.0172569288119722,554.186574186616,0.0171097191932235,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0172569288119722,0.0176426806767363,0.0172360844812557,0.0176442412723379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +240.7004,-43.6472,10129.5,539.776224268109,0.0172305462010843,549.076863438607,0.0170837838053546,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0172305462010843,0.017620868123964,0.0172034480904317,0.0176203389027711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +240.9504,-43.6552,10105,538.470679325657,0.01720632462317,547.735780634193,0.0170599722255874,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.01720632462317,0.0176078118647777,0.017192237049169,0.0176048707310926,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +241.2004,-43.6472,10021,533.99452523725,0.0171823731743774,543.169818442951,0.0170364256449172,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0171823731743774,0.0175787284610814,0.0171596830951362,0.0175804068254403,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +241.4504,-43.6528,9974.5,531.516654224024,0.0171492823569666,540.631783404742,0.0170038932726034,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0171492823569666,0.0175565250023453,0.0171301339332128,0.0175507204917428,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +241.7004,-43.6608,9901,527.600019396668,0.0171209187991861,536.633016487207,0.0169760075396598,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0171209187991861,0.0175254088876379,0.0170957569671815,0.0175234383171551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +241.9504,-43.6632,9826.5,523.63009702064,0.0171115543229664,532.590221870949,0.0169668006507288,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0171115543229664,0.0175132126215716,0.0170926760049995,0.0175139190535492,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +242.2004,-43.6736,9753,519.713462193284,0.0171095733760739,528.605537809214,0.0169648530287468,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0171095733760739,0.0175050035963349,0.0170884446825828,0.0175035158318236,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +242.4504,-43.6656,9702,516.995797211036,0.0170885033045798,525.830481600131,0.0169441371783717,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0170885033045798,0.0174731838508928,0.0170678647439237,0.0174753643224799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +242.7005,-43.6872,9625,512.89265596333,0.0170445623007799,521.634686791509,0.0169009335113652,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0170445623007799,0.0174344059792975,0.017027117765003,0.017435258026526,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +242.9505,-43.6896,9580.5,510.521360047447,0.0170486592591259,519.225064759401,0.0169049618010252,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0170486592591259,0.017452700378397,0.0170307676822036,0.0174457694184662,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +243.2005,-43.6768,9509.5,506.73794409177,0.0170191701633382,515.362203390488,0.0168759666068992,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0170191701633382,0.0174215060824968,0.0170034295859739,0.0174119345639592,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +243.4505,-43.6816,9432.5,502.634802844063,0.0169938680689371,511.176512370451,0.0168510876175054,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169938680689371,0.0173878881696218,0.0169767756477567,0.0173836853846753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +243.7005,-43.6816,9356.5,498.584949145028,0.0169773451709917,507.049597923725,0.0168348406835881,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169773451709917,0.0173835882040215,0.0169612079296967,0.0173838101752775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +243.9505,-43.684,9296,495.361052450401,0.0169594716274379,503.762114164771,0.0168172653652137,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169594716274379,0.0173616192888638,0.0169331781507938,0.0173612241742827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +244.2005,-43.6816,9218.5,491.231267428359,0.0169480811828054,499.556694828267,0.0168060648122515,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169480811828054,0.0173424648966443,0.0169311861921181,0.0173435496874157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +244.4505,-43.6768,9182.5,489.312915676184,0.0169217886149581,497.592965401825,0.0167802100924004,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0169217886149581,0.0173262813897488,0.0169051022908562,0.0173160924556593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +244.7005,-43.6976,9103.5,485.103199331135,0.0168912640242037,493.297205550023,0.0167501929866323,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0168912640242037,0.0172893016855864,0.0168693143617106,0.0172898164091023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +244.9506,-43.6872,9047.5,482.11909660553,0.0168724000072035,490.25360285457,0.0167316421418766,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0168724000072035,0.0172805453920004,0.0168464945677349,0.0172721159272384,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +245.2006,-43.6976,8976.5,478.335680649852,0.0168299897350934,486.386065245118,0.0166899346901568,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0168299897350934,0.0172184695249709,0.0168115784049971,0.0172257336248388,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +245.4506,-43.7,8916,475.111783955226,0.016837913522664,483.111675087063,0.0166977272973548,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.016837913522664,0.0172431747818745,0.0168199538737954,0.0172394646993451,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" 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+714.7497,-42.248,9572,510.068415883739,0.0483370851266906,534.723636322748,0.0472051802950832,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0483370851266906,0.0502119492134971,0.0484517197877032,0.0502172542153802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +714.9998,-42.2824,8916,475.111783955226,0.0481516414846298,497.989196241361,0.0470282715045033,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0481516414846298,0.0500678612752915,0.0482615932700072,0.0500615385448912,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +715.2497,-42.2872,8479,451.825125185774,0.0479526913864827,473.491355974466,0.0468384430731371,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0479526913864827,0.0498677956030897,0.0480710983474913,0.0498595620967384,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +715.4997,-42.3112,7821,416.761918159917,0.0477621152911092,436.667348944015,0.0466565709068561,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0477621152911092,0.049679066203834,0.0478690242406982,0.0496749239236977,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +715.7497,-42.3376,7364.5,392.436152191371,0.0475478128545446,411.095632913124,0.0464520165023422,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0475478128545446,0.0494546079994995,0.0476588248749158,0.049456122530059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +715.9998,-42.356,6709.5,357.532807811528,0.0473422445929154,374.459213448933,0.0462557596519571,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0473422445929154,0.0492472714763736,0.0474464331720288,0.0492528272283802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +716.2498,-42.3608,6276,334.432655462427,0.047151848583623,350.20177339421,0.0460739534483138,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.047151848583623,0.0490296932169997,0.0472553109578343,0.0490312856020486,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +716.4998,-42.3952,5614.5,299.18294201622,0.0469629382845002,313.233452057903,0.0458935332528022,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0469629382845002,0.0488758326297025,0.0470758361718618,0.0488709711340272,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +716.7498,-42.4112,5197,276.935390445862,0.046730987411983,289.87685469072,0.0456719623052827,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.046730987411983,0.0486322200331488,0.0468346487596546,0.0486256612729906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +716.9998,-42.4376,4523,241.019582641261,0.0465209169983253,252.232034640286,0.045471250280208,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0465209169983253,0.0484228507990117,0.0466156185909939,0.0484242385943898,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +717.2498,-42.4608,4072.5,217.013541964744,0.0463062994111185,227.062636015231,0.0452661520415417,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0463062994111185,0.0481994871313755,0.0464184734430905,0.0482032899146998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +717.4999,-42.4824,3418.5,182.163485133573,0.0460755641196492,190.556770473104,0.045045604065643,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0460755641196492,0.0479761234637395,0.0461851225483998,0.0479789310981721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +717.7498,-42.5032,2971,158.31730710307,0.0458868789281277,165.581994206336,0.044865213454272,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0458868789281277,0.0477840322731963,0.0459914031434518,0.0477826055137468,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +717.9998,-42.5272,2308.5,123.014306108192,0.0456063948567415,128.62454512559,0.0445969992777472,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0456063948567415,0.0475080526628513,0.045710671584656,0.0475022237489472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +718.2498,-42.548,1899,101.193054927207,0.0453576509571576,105.782934191884,0.0443590765824667,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0453576509571576,0.0472369984676484,0.0454626452482717,0.0472380526241727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +718.4999,-42.5792,1243,66.2364229986929,0.0451159754362585,69.2247438316876,0.044127860537524,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0451159754362585,0.0470050348688119,0.0452293017871405,0.0470028882756701,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +718.7499,-42.6032,791,42.1504509991682,0.0448669614075529,44.0416136574588,0.0438895676543679,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0448669614075529,0.0467503205428901,0.0449731469893923,0.0467508941304958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +718.9999,-42.624,131.5,7.00731265030419,0.0446111041077636,7.31991660446256,0.04364466697291,"S190918-ERR-072","DP1180","A36R19W18","E191001-WEL-002",NA,0.00025,0.0446111041077636,0.0464770772742909,0.0447102655431374,0.0464820895270379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U",NA,"0.00025 mm/mm/s" +0,-44.96,5,0.266613571462622,0,0.266613571462622,0,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0,0,-4.82050702686635e-18,-5.53852756048831e-18,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +0.249099999999999,-44.96,-5,-0.266613571462622,-1.15254127063805e-05,-0.266610498631178,-1.15254791244051e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.15254127063805e-05,1.00722029938664e-05,3.8694001278499e-05,4.54934013779296e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +0.499099999999999,-44.9576,-6.5,-0.346597642901408,-2.87826419371563e-05,-0.346587666905556,-2.87830561653619e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-2.87826419371563e-05,9.12368833007041e-06,-5.30820228318105e-06,-1.86484974364944e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +0.749099999999999,-44.9472,1.5,0.0799840714387866,-2.09566751469456e-05,0.0799823952385845,-2.09568947410838e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-2.09566751469456e-05,-1.99196487535443e-06,1.70738720638803e-05,-7.166529066736e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +0.999099999999999,-44.9576,10,0.533227142925244,-1.53783015425618e-05,0.533218942797449,-1.5378419789815e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.53783015425618e-05,-1.06512181102871e-05,-4.87277442029627e-06,-2.60720998431129e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +1.2491,-44.9496,5,0.266613571462622,-9.08367496687001e-06,0.266611149631597,-9.0837162237063e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-9.08367496687001e-06,-4.66659430565757e-06,6.39717505776595e-06,-9.14772792804359e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +1.4991,-44.96,3,0.159968142877573,-1.55784043622018e-05,0.159965650829158,-1.55785257067724e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.55784043622018e-05,-1.67093443485268e-05,1.31594554425295e-06,-1.63837823327378e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +1.7491,-44.9576,8.5,0.453243071486457,-1.96284652191413e-05,0.453234175020592,-1.96286578600345e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.96284652191413e-05,-4.54631968054963e-05,-4.19544105633761e-06,-3.6110891430536e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +1.9991,-44.9552,10,0.533227142925244,6.02861373657705e-06,0.533230357545723,6.0285955646451e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,6.02861373657705e-06,-7.66447851191764e-06,-9.29743346656567e-06,-9.72735142028623e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +2.2491,-44.9496,3,0.159968142877573,1.74441852055277e-07,0.159968170782712,1.74441836859403e-07,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,1.74441852055277e-07,3.81569050707865e-06,1.74965776224188e-05,-6.30999383334569e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +2.4991,-44.952,3.5,0.186629500023835,5.57137879378405e-06,0.186630539807474,5.57136327379397e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,5.57137879378405e-06,-1.43281590147669e-05,2.29894428687363e-06,-2.96998357516871e-07,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +2.74919999999997,-44.952,6.5,0.346597642901408,-1.13826647859727e-05,0.346593697696623,-1.13827295689732e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.13826647859727e-05,1.54156449501978e-05,-5.29269590719425e-06,2.25005245083467e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +2.99919999999997,-44.96,3,0.159968142877573,-2.71510174303385e-06,0.159967708547789,-2.7151054288848e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-2.71510174303385e-06,2.88655202039612e-05,1.90819203543425e-05,9.97430755057258e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +3.24919999999997,-44.9576,3.5,0.186629500023835,-1.42158728903739e-05,0.186626846922585,-1.42159739368894e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-1.42158728903739e-05,1.8766663405302e-05,1.80526960548759e-05,3.52871889401782e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +3.49919999999997,-44.952,1.5,0.0799840714387866,8.85971711425492e-06,0.0799847800750332,8.85967786711169e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,8.85971711425492e-06,-1.13765960179779e-05,-6.91686874094737e-06,-2.39355117495209e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +3.74919999999997,-44.9576,3.5,0.186629500023835,1.94258358490857e-05,0.186633125457867,1.94256471699127e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,1.94258358490857e-05,3.94911393488268e-05,1.14848991825738e-05,-1.01233245450236e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +3.99919999999997,-44.9656,-1.5,-0.0799840714387866,4.24073854384954e-06,-0.0799844106303212,4.24072955197513e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,4.24073854384954e-06,8.46542266964553e-06,5.48770844254947e-06,-3.41493068523525e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +4.24919999999997,-44.9552,5,0.266613571462622,5.07199571149983e-06,0.266614923725513,5.0719828488986e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,5.07199571149983e-06,2.66705446029169e-05,3.77374604797452e-05,4.78833452053117e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +4.49919999999997,-44.9576,0,0,1.02072650417829e-05,0,1.02072129480863e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,1.02072650417829e-05,3.04099350585622e-05,2.91544879727617e-05,3.5838472345331e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +4.74919999999997,-44.952,1.5,0.0799840714387866,1.90154800664096e-06,0.0799842235323382,1.90154619867079e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,1.90154800664096e-06,1.71928124160215e-05,3.46179243966666e-05,5.04060658312693e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +4.99919999999997,-44.952,0,0,3.38645680930615e-06,0,3.38645107516378e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,3.38645680930615e-06,2.066759105254e-05,2.9800246518521e-05,4.56280750644631e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +5.24919999999997,-44.9496,-5,-0.266613571462622,-6.37349889744803e-07,-0.266613401536492,-6.37350092861363e-07,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-6.37349889744803e-07,3.14094947777745e-05,5.15465571718528e-05,3.65969432412916e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +5.49929999999995,-44.9624,-2,-0.106645428585049,1.9284480826818e-05,-0.106647485186772,1.92842948836768e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,1.9284480826818e-05,1.42503248599932e-05,1.78012239672598e-05,2.1229507343074e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +5.74929999999995,-44.9552,1.5,0.0799840714387866,5.55621465652275e-07,0.0799841158796536,5.55621311367859e-07,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,5.55621465652275e-07,4.14836698627575e-05,1.92750485189882e-05,1.95819595759904e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +5.99929999999995,-44.944,0,0,2.33760869676242e-06,0,2.33760596463113e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,2.33760869676242e-06,1.44633007606367e-05,3.42160386756328e-06,3.182975208298e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +6.24929999999995,-44.9552,6.5,0.346597642901408,-7.60395987387007e-06,0.346595007386839,-7.60398878411918e-06,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,-7.60395987387007e-06,2.80204027347348e-05,3.85449244939146e-05,1.24257932488312e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +6.49929999999995,-44.9472,77.5,4.13251035767064,2.1008511180701e-05,4.13259717556069,2.10082905050176e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,2.1008511180701e-05,3.71876421740056e-05,4.21053493159175e-05,1.7860122403141e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +6.74929999999995,-44.9336,226.5,12.0775947872568,3.37384602541013e-05,12.0780022667085,3.37378911249578e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,3.37384602541013e-05,3.00904410146252e-05,6.45573194729268e-05,5.54091768681313e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +6.99929999999995,-44.944,289.5,15.4369257876858,8.07753654712203e-05,15.4381727110081,8.07721033170749e-05,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,8.07753654712203e-05,9.61608431376512e-05,0.000112625387676101,0.000112896086821673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +7.24929999999995,-44.944,391.5,20.8758426455233,0.000103204545155123,20.8779971273683,0.00010319921993254,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000103204545155123,0.00011501265807305,9.61167718495999e-05,8.41822557756402e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +7.49929999999995,-44.944,455.5,24.2884963602448,0.000111444615810578,24.2912031823903,0.000111438406320727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000111444615810578,0.000133587768754763,0.000142265218930631,0.000147646114749437,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +7.74929999999995,-44.9392,554.5,29.5674450752048,0.000143571795784515,29.571690126391,0.000143561490340599,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000143571795784515,0.000166920694420692,0.000177384018203544,0.0001844927026676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +7.99940000000015,-44.9392,610,32.5268557184399,0.00015870956969548,32.5320180417145,0.000158696976664197,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00015870956969548,0.000186787601203499,0.00018601938442963,0.000166685534417967,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +8.24940000000015,-44.9336,708.5,37.7791430762535,0.0001713203534535,37.7856154123985,0.000171305679797616,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0001713203534535,0.000192025108235704,0.000183340634963469,0.000168459541432143,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +8.49940000000015,-44.9368,759.5,40.4986015051723,0.000196283114292544,40.5065506968002,0.000196263853282427,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000196283114292544,0.000213624091920819,0.00025868905397618,0.000238454255060396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +8.74940000000015,-44.9416,838.5,44.7110959342817,0.000219221558728196,44.7208975704249,0.000219197533193529,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000219221558728196,0.000239318604309889,0.000248156115140453,0.000252608959118304,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +8.99940000000015,-44.9288,894.5,47.697167934663,0.000227052987261784,47.7079977191265,0.000227027214633471,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000227052987261784,0.000247956057530107,0.000260103752633117,0.000250053307409698,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +9.24940000000015,-44.9256,999.5,53.2960529353781,0.000250831564747841,53.3094212677308,0.000250800111770364,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000250831564747841,0.000269809578553359,0.000234570890439237,0.000219327316256352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +9.49940000000015,-44.9208,1057,56.3621090071982,0.000279559545308868,56.3778655727649,0.000279520475820537,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000279559545308868,0.000312752244208997,0.000277396138848706,0.000263882852894611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +9.74940000000015,-44.9312,1154.5,61.5610736507194,0.000322405452076861,61.5809212765001,0.000322353490607333,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000322405452076861,0.000330585145414987,0.000312218524457144,0.000296336138379288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +9.99940000000015,-44.9152,1223.5,65.2403409369036,0.000317778568698148,65.2610729190679,0.000317728087782936,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000317778568698148,0.000345383472347893,0.000316858687038683,0.000313558981669461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +10.2494000000002,-44.9104,1315.5,70.1460306518158,0.000324721090766976,70.168808547402,0.000324668380283967,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000324721090766976,0.000338840410439637,0.000357923930386091,0.000355580714143556,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +10.4994000000002,-44.9232,1383,73.7453138665612,0.00035971931119644,73.7718414800692,0.000359654627716425,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00035971931119644,0.000381041630995736,0.000398009156460495,0.000404204155657942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +10.7495000000001,-44.9152,1512.5,80.6506053674431,0.000377251376421065,80.6810309193272,0.000377180235012145,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000377251376421065,0.00039739164200278,0.000382548496688081,0.000352651831859148,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +10.9995000000001,-44.9152,1585,84.5165021536511,0.000409384707996719,84.5511019172062,0.000409300932940475,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000409384707996719,0.000430458564684572,0.000416763095943932,0.000438793904444971,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +11.2495000000001,-44.9072,1675.5,89.3422077971246,0.000435691593836067,89.3811334460366,0.000435596707813388,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000435691593836067,0.00046132408335988,0.000507149195636858,0.000507509001492882,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +11.4995000000001,-44.9104,1731.5,92.3282797975059,0.000446913873180321,92.3695425866343,0.000446814036919755,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000446913873180321,0.00044613592446727,0.000471916629536602,0.000452045871158162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +11.7495000000001,-44.9072,1823.5,97.2339695124182,0.000485581084703248,97.281184488804,0.000485463228359399,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000485581084703248,0.000497295636328097,0.000519115760460832,0.000495376308493686,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +11.9995000000001,-44.9072,1887.5,100.64662322714,0.000500384475114686,100.696985234876,0.000500259324550304,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000500384475114686,0.00050677390357851,0.000509193836985616,0.000505100522145303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +12.2495000000001,-44.9,1980,105.578974299198,0.000492870732875516,105.631011085637,0.000492749311990749,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000492870732875516,0.000498312256928278,0.000491126527895485,0.000477823691009123,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +12.4996000000001,-44.892,2026,108.031819156654,0.000528158957391512,108.088877129625,0.000528019530540286,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000528158957391512,0.000555992099405629,0.000532428707320111,0.000523243663026066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +12.7496000000001,-44.892,2118,112.937508871567,0.000534200709191843,112.997840168901,0.000534058074787568,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000534200709191843,0.000587499694249416,0.000576420460453473,0.000567681325696137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +12.9996000000001,-44.892,2178.5,116.163533086264,0.000574818857296155,116.230306075612,0.000574653712219332,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000574818857296155,0.000562298204632706,0.000577986243733376,0.000556602245033969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +13.2496000000001,-44.892,2267,120.882593301153,0.000580302570930225,120.952741780826,0.000580134260504255,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000580302570930225,0.000611982670058453,0.000625031153408861,0.000614923639913724,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +13.5,-44.8888,2331.5,124.321908373021,0.000604118058027213,124.397013482878,0.00060393565217258,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000604118058027213,0.000661491328914214,0.000600170594109972,0.000608006686764649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +13.7497000000001,-44.892,2418.5,128.96098451647,0.000639212946485521,129.043418047364,0.000639008736907772,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000639212946485521,0.000665282635814434,0.000644971841221607,0.000640610492410839,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +13.9997000000001,-44.884,2468,131.60045887395,0.00064633562260811,131.685516938472,0.000646126837698121,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00064633562260811,0.000674753259300846,0.000653407695614272,0.000651437356212927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +14.2497000000001,-44.884,2563.5,136.692778088886,0.000711995184174545,136.790102688597,0.000711741835851444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000711995184174545,0.000760661521903991,0.000755766064728298,0.00072297452750781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +14.4997000000001,-44.884,2631,140.292061303632,0.00069866378420179,140.390078286076,0.000698419832280316,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00069866378420179,0.000731905682068376,0.0007307473604466,0.000711294291474798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +14.7497000000001,-44.8888,2716,144.824492018496,0.000719043162274938,144.928627079212,0.000718784774594239,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000719043162274938,0.00071530342685215,0.000770263688596191,0.000730744391459755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +14.9997000000001,-44.8656,2777,148.07717759034,0.000735432787159034,148.18607840177,0.000735162488982691,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000735432787159034,0.000755135080595781,0.000753931288611119,0.00076689475666537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +15.2497000000001,-44.8736,2867.5,152.902883233814,0.000792871172275647,153.024115522088,0.000792557015973659,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000792871172275647,0.000823600273952505,0.000783673160228159,0.000769372300034093,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +15.4997000000001,-44.8656,2933,156.395521019974,0.000745767478238718,156.512155713293,0.000745489531853267,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000745767478238718,0.000763864258982925,0.000751746906639979,0.000772570990215575,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +15.7497000000001,-44.8656,3018.5,160.954613091985,0.000768255976940367,161.078267435509,0.000767961019376301,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000768255976940367,0.000816613873737353,0.000811621975420889,0.000829760860206527,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +15.9998000000001,-44.8704,3076.5,164.047330520951,0.000788235500894369,164.176638450695,0.000787925006443037,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000788235500894369,0.000810177824523617,0.000816181265988442,0.000804413459018332,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +16.2495000000001,-44.8552,3143.5,167.61995237855,0.000848758474930019,167.762221233699,0.000848398483138539,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000848758474930019,0.000874026184477657,0.000833112614012638,0.000830855856861868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +16.4998000000001,-44.8632,3208,171.059267450418,0.000828686676948846,171.201021986323,0.000828343505719163,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000828686676948846,0.000854282342293962,0.000831181709455914,0.000849934080054717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +16.7497000000001,-44.8496,3273.5,174.551905236579,0.00086335974128136,174.702606324324,0.00086298726063428,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00086335974128136,0.000877251852848322,0.000885311499612938,0.000886639540031896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +16.9999,-44.8496,3337.5,177.9645589513,0.000898489781750085,178.124458289031,0.000898086381422122,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000898489781750085,0.000940549861800672,0.000916215010577092,0.000897522897573002,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +17.2499,-44.8472,3419.5,182.337021523287,0.000903446215226952,182.501753215278,0.000903038353330668,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000903446215226952,0.000960484798082354,0.000908972959655528,0.00090438446937636,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +17.4995000000001,-44.8448,3485.5,185.856320666594,0.000922731486974072,186.027816145726,0.000922306031975812,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000922731486974072,0.000922059596898474,0.000925099307689131,0.000915393722452626,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +17.7496000000001,-44.8392,3574,190.575380881482,0.000904566685560834,190.747769022115,0.000904157811667181,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000904566685560834,0.000938363745322056,0.000922540285529716,0.000916020148682131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +17.9995000000001,-44.8576,3635,193.828066453326,0.000953599346172657,194.012900770766,0.00095314495916199,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000953599346172657,0.000975336631362588,0.000998860294354483,0.000971701155863287,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +18.2498000000001,-44.8496,3724,198.573788025361,0.000995579634682883,198.771484044701,0.000995084373965343,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000995579634682883,0.00102197887875152,0.000999939182874258,0.000990824358204537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +18.4998000000001,-44.8392,3784.5,201.799812240058,0.000984115685266596,201.998406600567,0.000983631760891268,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.000984115685266596,0.00101952523053599,0.00100722243066499,0.00100505815267629,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +18.7496000000001,-44.8368,3865,206.092290740607,0.00102494035143237,206.303523045506,0.00102441545869563,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00102494035143237,0.00104149340801804,0.00101678904826432,0.000989350387453581,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +18.9999,-44.8368,3916.5,208.838410526672,0.00104013480796023,209.0556306267,0.00103959424255904,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00104013480796023,0.00106518907614421,0.00105364384192738,0.00106404395362363,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +19.2498000000001,-44.8368,4007,213.664116170145,0.00103418533018738,213.885084464676,0.00103365092895369,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00103418533018738,0.00107116649952304,0.00109143569890861,0.0010806674864665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +19.4999,-44.8288,4058,216.383574599064,0.00106841899438897,216.614762920239,0.00106784864103,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00106841899438897,0.00107120471834264,0.00110886270573038,0.0010901435440002,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +19.7499,-44.8288,4150,221.289264313976,0.001080533255999,221.528374723263,0.00107994990012624,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.001080533255999,0.00108345002812909,0.00110419465008792,0.00107770846678928,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +19.9999,-44.8232,4204,224.168690885772,0.00110519239134742,224.416440417317,0.00110458211584299,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00110519239134742,0.00113026808208787,0.00111378975603315,0.00112793784782073,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +20.2496000000001,-44.8208,4288,228.647798886344,0.00113173215925639,228.906566953487,0.00113109223318728,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00113173215925639,0.00114220764131795,0.00115299686957026,0.00116130568314511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +20.4999,-44.8104,4349,231.900484458188,0.00113343703176438,232.163329054957,0.00113279517696744,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00113343703176438,0.00113015342562922,0.00114783606407362,0.00113128452489377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +20.7499,-44.8128,4452.5,237.419385387465,0.00117127817104085,237.697469530951,0.00117059275991644,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00117127817104085,0.00119905431352884,0.00123246854015074,0.00122446751473733,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +20.9999,-44.8128,4503.5,240.138843816383,0.00117331259364716,240.420601746057,0.00117262480037096,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00117331259364716,0.00119566812611605,0.00122820540395085,0.00117931386276978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +21.2499,-44.8184,4597.5,245.151178959881,0.00120180329813752,245.445802455297,0.0012010817106335,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00120180329813752,0.00120179842477314,0.00118930726912895,0.00118647460874732,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +21.4999,-44.8072,4639.5,247.390732960167,0.00121815777101119,247.692093903999,0.00121741641882842,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00121815777101119,0.00124192818530928,0.0012429829616137,0.00118909179711896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +21.7499,-44.8128,4712,251.256629746375,0.00121997249355196,251.563155923488,0.00121922893179796,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00121997249355196,0.00123852671036863,0.0012317380160082,0.00120365371453719,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +22,-44.8152,4763,253.976088175294,0.00125787514884685,254.295558385011,0.00125708468670077,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00125787514884685,0.00124799733385518,0.00125029737689567,0.00124029556584924,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +22.25,-44.8072,4848.5,258.535180247304,0.00128604069724026,258.86766701077,0.00128521445521427,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00128604069724026,0.00131362669080054,0.00132020894475613,0.00130294259396438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +22.5,-44.8072,4894.5,260.98802510476,0.00128644494536061,261.323771830456,0.00128561818404127,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00128644494536061,0.00131822823667535,0.00129672682286872,0.0012750690648253,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +22.75,-44.8048,4996.5,266.426941962598,0.00130879723002164,266.775640806242,0.00130794150149569,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00130879723002164,0.00131402416652397,0.00135324574057539,0.0013815637165229,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +23.0001,-44.8072,5057,269.652966177296,0.00132446184468979,270.010111242305,0.00132358551878882,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00132446184468979,0.00135654642516458,0.00137993304410862,0.00136533452329868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +23.2501,-44.7968,5130,273.54552432065,0.00134833884780505,273.914356377735,0.00134743065525667,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00134833884780505,0.00135062250813294,0.00137067941414105,0.00135855655657184,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +23.5001,-44.8048,5184,276.424950892446,0.00134275846614214,276.79612283551,0.00134185777217901,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00134275846614214,0.00137207855343289,0.00136987225002443,0.00135897925314953,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +23.75,-44.7968,5266,280.797413464433,0.0013777039585559,281.184269172515,0.00137675579521616,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0013777039585559,0.00136019250055041,0.00138864039255793,0.00139135289441569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +24.0001,-44.792,5318.5,283.596855964791,0.00138505512274659,283.98965324294,0.00138409681866729,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00138505512274659,0.00143263245114107,0.00142863554582069,0.00144491456112193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +24.25,-44.7944,5397.5,287.8093503939,0.00142838436965865,288.220452771444,0.00142736519910111,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00142838436965865,0.00144010040848272,0.00144594932213975,0.00141420150873749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +24.5,-44.7736,5457,290.982051894305,0.00143892997280115,291.400754690323,0.00143789570510804,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00143892997280115,0.00144357832106256,0.00144480164786606,0.00145497996270409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +24.7491,-44.784,5542,295.51448260917,0.00145441003941434,295.944281839469,0.00145335340952423,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00145441003941434,0.00147060667025405,0.00145253924063781,0.00148279668154789,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +24.999,-44.7864,5601.5,298.687184109575,0.00148596775681845,299.131023634537,0.00148486479923567,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00148596775681845,0.00152341743511981,0.00149316888276353,0.00149699698010693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +25.249,-44.776,5675.5,302.633064967222,0.00149211935865155,303.084629622028,0.00149100725468502,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00149211935865155,0.00153142045593514,0.00147633663076342,0.00146889386891907,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +25.4991,-44.7784,5721.5,305.085909824678,0.00150769609329343,305.54588665904,0.00150656066065347,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00150769609329343,0.00155018589633839,0.00149484442592761,0.00149739139541131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +25.7491,-44.7736,5815.5,310.098244968175,0.00153264523272822,310.573515565003,0.0015314719307077,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00153264523272822,0.00155875455568328,0.00157961921643933,0.00158052752212475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +25.9991,-44.7704,5869.5,312.977671539972,0.00154095868320568,313.459957200581,0.00153977262466238,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00154095868320568,0.00157720660176601,0.00157864367446873,0.00159469691023929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +26.2491,-44.7656,5947,317.110181897642,0.00156402719008024,317.606150844381,0.00156280537335846,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00156402719008024,0.00159378592569037,0.00155743243721857,0.00156754158351006,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +26.4991,-44.7656,5994.5,319.643010826537,0.0016027163716095,320.155307913059,0.00160143339237717,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0016027163716095,0.00161317815473423,0.00163672087575029,0.00162576831050641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +26.7491,-44.768,6103,325.428525327276,0.00162248937750189,325.956529652756,0.00162117456360075,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00162248937750189,0.00164381436049223,0.00163334518968517,0.00162834488992641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +26.9991,-44.768,6155.5,328.227967827634,0.0016092414635539,328.75616588296,0.00160794802196374,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0016092414635539,0.00166929102560958,0.00166666698396518,0.00164872315421754,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +27.2491,-44.7736,6233,332.360478185304,0.00162014737480392,332.898951141524,0.00161883635188837,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00162014737480392,0.00163412206785223,0.00165396479158218,0.0016492621971737,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +27.4991,-44.752,6297,335.773131900026,0.00166065567287547,336.330735456315,0.00165927830891762,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00166065567287547,0.00169007441968545,0.00170118973654108,0.00167550993150054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +27.7491,-44.7552,6372.5,339.798996829112,0.00168030125272995,340.36996150916,0.0016788911259842,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00168030125272995,0.00173002072988774,0.00171959725148114,0.00169841986891418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +27.9991,-44.7632,6425.5,342.625100686615,0.00174219076117288,343.222018971577,0.00174067490719799,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00174219076117288,0.00175041429200405,0.00174329520840356,0.00173694669488565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +28.2492,-44.7576,6493,346.224383901361,0.00171554553723265,346.818347598044,0.00171407566983034,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00171554553723265,0.0017297531981507,0.0016937628379243,0.00174059256873623,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +28.4992,-44.7496,6550,349.263778616035,0.00175021860156532,349.875066578222,0.00174868875377385,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00175021860156532,0.00175677390357859,0.00173926321991746,0.00173469736996827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +28.7492,-44.7448,6619,352.943045902219,0.00174777993083851,353.559912674576,0.0017462543408336,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00174777993083851,0.00175393042340336,0.00173253441153224,0.0017258062114721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +28.9992,-44.7496,6665,355.395890759675,0.00175878251011723,356.020954836511,0.00175723766325954,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00175878251011723,0.00177245890712529,0.00175531208466902,0.00175469772488804,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +29.2492,-44.7448,6744.5,359.635046545931,0.00179214176805833,360.279563534104,0.00179053779807515,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00179214176805833,0.00181302436220433,0.00180905255157504,0.00180031871119836,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +29.4992,-44.7392,6800,362.594457189166,0.00179562181709531,363.245539707253,0.00179401161549428,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00179562181709531,0.00182022478780906,0.00182226054199884,0.00183510649379508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +29.7492,-44.7416,6877.5,366.726967546836,0.00181626483524713,367.393040842128,0.00181461742073031,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00181626483524713,0.00183610088545361,0.001804613667671,0.00182718752747985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +29.9992,-44.7288,6933,369.686378190071,0.00182002610036792,370.359217047327,0.00181837185973497,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00182002610036792,0.00186847222561946,0.00183796722156837,0.00184934427535045,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +30.2492,-44.7368,7025.5,374.61872926213,0.00184050654047096,375.30821748352,0.00183881488366044,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00184050654047096,0.00189420877870986,0.00187689038280844,0.00187395568132462,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +30.4992999999999,-44.7368,7083,377.68478533395,0.00187310124218419,378.392227174513,0.00187134917557673,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00187310124218419,0.00191286720641831,0.00187066453468037,0.00189049488631939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +30.7492,-44.7288,7170,382.3238614774,0.00190318257514841,383.051493588627,0.00190137381775791,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00190318257514841,0.00193253461096295,0.00190940036723032,0.00192883538685898,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +30.9992999999999,-44.7264,7219.5,384.96333583488,0.00190732611838321,385.697586459938,0.00190550948150156,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00190732611838321,0.00193592844213973,0.00192665610971593,0.00192908852135497,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +31.2492999999999,-44.7312,7298.5,389.175830263989,0.00193561030481196,389.929123011432,0.00193373942499315,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00193561030481196,0.00196220005870409,0.00198313430638944,0.00196998116302709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +31.4992999999999,-44.7288,7357,392.295209050102,0.00195242175382169,393.061134750171,0.00195051825568728,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00195242175382169,0.00197077636181298,0.00196131742447365,0.00199005865365069,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +31.7492999999999,-44.7288,7443,396.880962479259,0.00196830167455403,397.662143942305,0.00196636710693878,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00196830167455403,0.0020147432918328,0.00199116507294594,0.001965779500753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +31.9992999999999,-44.7184,7500.5,399.947018551079,0.00199332990601238,400.744244903977,0.00199134586008987,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00199332990601238,0.00200641158916909,0.00198224049900077,0.0019825636575258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +32.2492999999999,-44.7288,7577.5,404.052867551603,0.0020132215499401,404.866315491873,0.00201119773523845,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0020132215499401,0.00203125382188196,0.00204777723232271,0.0020502766506264,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +32.4992999999999,-44.7208,7640.5,407.412198552032,0.00202164485045018,408.235841325245,0.00201960407651672,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00202164485045018,0.00207535833965217,0.00202003397613112,0.00203918716519813,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +32.7492999999999,-44.7184,7703,410.744868195315,0.00203266500573434,411.579774915181,0.00203060193743297,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00203266500573434,0.00204906379179609,0.00202413052127677,0.00203015357453728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +32.9992999999999,-44.7048,7755,413.517649338526,0.0020514010273176,414.365939869193,0.00204929977741026,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0020514010273176,0.00207046633074885,0.00205559967302247,0.00205554073927991,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +33.2492999999999,-44.7128,7832.5,417.650159696197,0.0020968833348713,418.52592335587,0.00209468794346208,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0020968833348713,0.00212466061688235,0.00214119033515797,0.00215151273620485,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +33.4994000000002,-44.7,7882,420.289634053677,0.00209668560481241,421.170849279249,0.0020944906271329,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00209668560481241,0.002144152214857,0.00210432466590962,0.00211725564289087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +33.7494000000002,-44.7048,7969,424.928710197127,0.00208171084834993,425.81328890292,0.00207954709068008,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00208171084834993,0.0021360498251106,0.00209175277737384,0.00212210052563643,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +33.9994000000002,-44.7,8022,427.75481405463,0.00213631510262195,428.668633124114,0.0021340364262498,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00213631510262195,0.00215194885404689,0.00218189719726135,0.00220188491148219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +34.2494000000002,-44.708,8104,432.127276626617,0.00212552782940741,433.045775178933,0.00212327209098831,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00212552782940741,0.00213627913802792,0.00212574284834202,0.0021599198530532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +34.4994000000002,-44.7,8165,435.379962198461,0.00218645505156372,436.331900916159,0.00218406823719258,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00218645505156372,0.00220973570921889,0.00220669056999639,0.00220276243409136,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +34.7494000000002,-44.7,8230.5,438.872599984622,0.00218447775097449,439.831307414801,0.00218209524850381,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00218447775097449,0.00221393977937041,0.00217606855436102,0.00220386627945387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +34.9994000000002,-44.692,8286.5,441.858671985003,0.00219950523545267,442.830542447364,0.00219708986491061,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00219950523545267,0.00223427219137539,0.00223778870181777,0.00223604083745345,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +35.2494000000002,-44.6784,8377,446.684377628477,0.0022321526651816,447.681445352495,0.00222966511346366,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0022321526651816,0.00226156042853993,0.0022253081129449,0.00220757445785525,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +35.4994000000002,-44.692,8431,449.563804200273,0.00227042441658643,450.584504838143,0.00226785089765485,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00227042441658643,0.00227677151872427,0.00227101769163802,0.00224278102203645,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +35.7494000000002,-44.692,8496.5,453.056441986433,0.00225337569150602,454.077348359685,0.00225084064805835,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00225337569150602,0.00226056673923148,0.00229488611475396,0.0022457967227834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +35.9995000000001,-44.6816,8557.5,456.309127558277,0.0022652834350546,457.342797066199,0.00226272154873689,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0022652834350546,0.00226507655993937,0.00224545301531205,0.0022533213927466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +36.2495000000001,-44.6816,8645,460.974865058873,0.00231062952856767,462.040007194006,0.00230796412920265,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00231062952856767,0.00234632977032024,0.00232459666781195,0.00232082598767295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +36.4995000000001,-44.6736,8692.5,463.507693987768,0.00230157788587034,464.574493046181,0.00229893331250507,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00230157788587034,0.00233983257099531,0.00233327744997277,0.00235739302173628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +36.7495000000001,-44.676,8761.5,467.186961273952,0.00232798583373989,468.274565901506,0.00232528027291016,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00232798583373989,0.00233241812000099,0.00229489202614323,0.0022838865903578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +36.9995000000001,-44.676,8814.5,470.013065131456,0.0023473194395012,471.116335936059,0.00234456878882191,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0023473194395012,0.00237277719345444,0.00235173889502365,0.00239477219674362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +37.2495000000001,-44.6704,8896.5,474.385527703443,0.00238317449018602,475.516071191579,0.00238033923357478,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00238317449018602,0.0024102316366216,0.00238962401160135,0.00238841288666142,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +37.4995000000001,-44.6736,8944,476.918356632338,0.00239301705311923,478.059630392705,0.00239015834752348,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00239301705311923,0.00242834735709224,0.00246048085429343,0.00245372247526915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +37.7495000000001,-44.668,9023,481.130851061447,0.00243708888625252,482.303409711402,0.00243412400128129,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00243708888625252,0.00246534317442463,0.0024516035835504,0.00244933773557026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +37.9995000000001,-44.66,9072.5,483.770325418927,0.00243840708664545,484.949954408737,0.00243543899604828,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00243840708664545,0.00247512719223156,0.00243685917998109,0.0024563667879227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +38.2495000000001,-44.6632,9156,488.222772062353,0.00245277547092716,489.420272902016,0.0024497723268614,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00245277547092716,0.0024943130396497,0.00248199564567009,0.00250307592548935,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +38.4995000000001,-44.668,9212,491.208844062734,0.00246160741355911,492.418007394885,0.00245858262091421,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00246160741355911,0.00248277095614319,0.00249409634515431,0.00250802918596126,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +38.7496000000001,-44.6496,9291,495.421338491844,0.00249970340491169,496.659744898538,0.00249658434309374,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00249970340491169,0.00252733409974803,0.0024997535225699,0.00250323546779279,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +38.9996000000001,-44.66,9333.5,497.687553849276,0.00250506408650922,498.934293066726,0.00250193164369316,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00250506408650922,0.00254338600396243,0.00247702379381524,0.00249134778658168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +39.2496000000001,-44.6496,9407.5,501.633434706923,0.00254443433824144,502.909808043401,0.00254120274574652,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00254443433824144,0.00253161460753861,0.00257411045712679,0.00255048371035322,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +39.4996000000001,-44.6496,9463.5,504.619506707304,0.00254983895985211,505.906205185408,0.00254659363602304,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00254983895985211,0.00258519739255923,0.00255289515582481,0.00255008750163437,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +39.7496000000001,-44.6472,9537.5,508.565387564951,0.0025565617818554,509.865566398374,0.00255329933702808,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0025565617818554,0.00260461255289482,0.00254224824968519,0.00259397943960817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +39.9996000000001,-44.6496,9586.5,511.178200565285,0.00257708176797037,512.495548586146,0.00257376678684789,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00257708176797037,0.00260453611525576,0.00262283701469241,0.00260527026847001,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +40.2496000000001,-44.6496,9665.5,515.390694994394,0.00261649595971588,516.739212665522,0.00261307889335803,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00261649595971588,0.0026124856297239,0.00263859442601926,0.0026715189301166,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +40.4996000000001,-44.6496,9715.5,518.05683070902,0.0026203187408551,519.414304731355,0.00261689169103976,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0026203187408551,0.00264810556955215,0.00261387584652985,0.00264896950516138,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +40.7496000000001,-44.6392,9794,522.242663780984,0.00263372044484869,523.618104961756,0.00263025828074059,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00263372044484869,0.00266499828779688,0.00268402049482638,0.00268480836390837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +40.9996000000001,-44.6392,9840,524.69550863844,0.00266280873351709,526.09267242128,0.00265926973939221,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00266280873351709,0.00268655370202762,0.00264705950019314,0.0026748891707738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +41.2497000000001,-44.6392,9915.5,528.721373567525,0.0026788028982834,530.137713915422,0.00267522130063639,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0026788028982834,0.00268556001271917,0.00268723810955324,0.00270623213630113,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +41.4997000000001,-44.6392,9967,531.46749335359,0.00269879560424117,532.90181548845,0.00269516039437461,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00269879560424117,0.00272194432893869,0.00271671617606721,0.00271589643429008,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +41.7497000000001,-44.6288,10042.5,535.493358282676,0.00271000030758014,536.944545448329,0.00270633487746443,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00271000030758014,0.00271903969865226,0.00273136017507943,0.00272221997327535,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +41.9997000000001,-44.6368,10096.5,538.372784854472,0.00270666086658499,539.829977402872,0.00270300445635051,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00270666086658499,0.00275550045251084,0.00273224193714149,0.00273098375830083,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +42.2497000000001,-44.6288,10177,542.66526335502,0.00275473124091004,544.160160309341,0.00275094392257357,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00275473124091004,0.00275007338013356,0.00274928428207657,0.0027521906356405,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +42.4997000000001,-44.6232,10221.5,545.038124141038,0.00276984660541435,546.547796139012,0.00276601764909056,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00276984660541435,0.00278714563510502,0.00280563150427559,0.00281798850222313,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +42.7497000000001,-44.6152,10286,548.477439212906,0.00280016521444924,550.0132666591,0.00279625205512806,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00280016521444924,0.00284156923415597,0.00280902634862745,0.00284952608856077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +42.9997000000001,-44.6184,10341.5,551.436849856141,0.00281558815904536,552.989468921057,0.00281163181525456,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00281558815904536,0.00284332729985569,0.00280699769957835,0.00281506517439949,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +43.2498000000001,-44.6184,10414,555.302746642349,0.00283017624339262,556.874351283787,0.00282617883507888,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00283017624339262,0.002846843431255,0.00284375993493305,0.00283947003343025,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +43.4998000000001,-44.6128,10464.5,557.995543714121,0.00284037032643048,559.580457698767,0.00283634409682184,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00284037032643048,0.00287229716508075,0.00288250612870707,0.0028839989882564,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +43.7498000000001,-44.608,10542,562.128054071792,0.00288127847862101,563.747701536218,0.00287713555182799,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00288127847862101,0.0029103631093608,0.00290661975046837,0.002908950933637,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +43.9998000000001,-44.6128,10575,563.887703643445,0.00288641946015316,565.515320084583,0.00288226175017843,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00288641946015316,0.00293077195900497,0.00290413028383322,0.00290955062878045,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +44.2498000000001,-44.6128,10657,568.260166215432,0.00289019830127908,569.902550782512,0.00288602970827739,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00289019830127908,0.00294116747792478,0.00291672107834109,0.00292412183741877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +44.4998000000001,-44.6048,10696.5,570.366413429987,0.0028950756427327,572.017667340941,0.00289089298204549,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0028950756427327,0.00294124391556384,0.00290993731795218,0.00287363644756451,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +44.7498000000001,-44.5968,10757.5,573.619099001831,0.00294028991620636,575.305705454369,0.00293597571840333,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00294028991620636,0.00296264645451646,0.00297775218660912,0.00296799629283343,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +44.9998000000001,-44.6,10813.5,576.605171002212,0.00296388570323796,578.314162824959,0.00295950205362859,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00296388570323796,0.0030064452217303,0.00301463981109439,0.0030297224543167,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +46.8998000000001,-44.5816,11257,600.253794790947,0.00310875592640944,602.119837332853,0.00310393373612798,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00310875592640944,0.00313035063473816,0.00308039521299433,0.0030842909747971,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +48,-44.576,11499,613.157891649738,0.00318534336923239,615.111010074197,0.00318028091063954,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00318534336923239,0.00323369432282359,0.00315615969424139,0.00318997454742982,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +49,-44.5656,11730.5,625.502100008457,0.0032636884125792,627.543543964299,0.00325837414116337,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0032636884125792,0.00331617053543035,0.00327712253488933,0.00328732450073901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +50,-44.5656,11957.5,637.60635615286,0.00337235206496105,639.756589264665,0.00336667843780332,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00337235206496105,0.00339406048969002,0.00336751514680961,0.00337042222012217,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +50.9988000000001,-44.5528,12166.5,648.750803439998,0.00344445762644832,650.985398092571,0.00343853906919727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00344445762644832,0.00347691889049249,0.00348949293668354,0.003473181697162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +51.9991,-44.5416,12376.5,659.948573441428,0.0035326012927152,662.279908625093,0.00352637631270927,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0035326012927152,0.00357598207078747,0.00351597065454044,0.00354919890764547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +52.9991,-44.5312,12589,671.279650228589,0.0036228101395976,673.711568951943,0.00361626356949996,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0036228101395976,0.00364378225668371,0.00360714541419466,0.0036126104455571,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +53.9991,-44.5184,12799.5,682.504081587166,0.00369539904122909,685.026206515898,0.00368858782913271,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00369539904122909,0.00375683352493701,0.00370314913056538,0.00370115577884295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +54.9992,-44.5104,12992,692.768704088477,0.00379153978987889,695.395364195211,0.00378437002015329,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00379153978987889,0.00383564073086621,0.00379527894057677,0.00382645013214455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +55.9992,-44.5048,13182.5,702.926681161202,0.00389550186085968,705.664933355714,0.00388793404075711,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00389550186085968,0.00391307205929112,0.00392696888580678,0.00391500968740769,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +56.9992999999999,-44.492,13369.5,712.898028733905,0.00396927714284468,715.727718584538,0.00396142034600009,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00396927714284468,0.00402061981752807,0.00397607814109892,0.00402983014843944,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +57.9992999999999,-44.4816,13564,723.2692966638,0.00408431209712518,726.223354201643,0.00407599393609021,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00408431209712518,0.00413795159357194,0.00405153519390085,0.00410026084461488,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +58.9992999999999,-44.4816,13739.5,732.627433022138,0.00417496034413834,735.686123502033,0.00416626937842836,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00417496034413834,0.00426483807450528,0.00415112150918504,0.00419915869720033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +59.9994000000002,-44.4736,13894.5,740.89245373748,0.00426024790955382,744.048839264719,0.00425119874544639,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00426024790955382,0.00434005271139598,0.00427340066282575,0.00430012464313578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +60.9994000000002,-44.46,14054,749.397426667137,0.00439690135027668,752.692453224344,0.00438726322114247,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00439690135027668,0.00444821197074581,0.00439443110273374,0.00443145368087332,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +61.9995000000001,-44.4448,14207,757.555801953894,0.00450139070141452,760.965856596612,0.00449128974318727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00450139070141452,0.00456065173788608,0.00453288305416378,0.00457685022276861,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +62.9995000000001,-44.4496,14366.5,766.060774883551,0.00461110891411062,769.593164551367,0.00460051031976144,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00461110891411062,0.00469762798718299,0.00456904973103624,0.0046044672942672,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +63.9995000000001,-44.4368,14514,773.925875241699,0.00473308639045979,777.58893326903,0.00472192055578183,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00473308639045979,0.00482000464740845,0.0047503199678642,0.00478819196777905,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +64.9995000000001,-44.4184,14652,781.284409814067,0.00481775879569225,785.048449651386,0.00480619053629566,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00481775879569225,0.00490087566959374,0.00481898975371382,0.00486361052035927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +65.9996000000001,-44.408,14774,787.789780957755,0.00494716213425431,791.687104731862,0.00493496513813404,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00494716213425431,0.00506643959592001,0.00497034028912312,0.00504424216622622,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +66.9996000000001,-44.4184,14899,794.45512024432,0.00507256693162491,798.485047015932,0.00505974480643278,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00507256693162491,0.00517543966930017,0.00507606661154279,0.00516587715484074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +67.9997000000001,-44.3944,15024,801.120459530886,0.00519823536907418,805.284872238508,0.00518477118344546,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00519823536907418,0.00529177775603559,0.00516568977933009,0.00527869451467806,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +68.9997000000001,-44.384,15135.5,807.065942174503,0.00535237693500837,811.385663308429,0.00533810387280207,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00535237693500837,0.00546758432600341,0.00534063196281662,0.00543410583419137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +69.9998000000001,-44.3736,15267,814.07787910397,0.00547123467042793,818.531890220552,0.00545632183570252,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00547123467042793,0.005589960986229,0.00545466101660107,0.00553748648736929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +70.9998000000001,-44.3712,15369,819.516795961807,0.00559751826806053,824.104056198186,0.00558191037922101,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00559751826806053,0.00570301225448229,0.00558821734133563,0.00567067588147091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +71.9998000000001,-44.3576,15487.5,825.835537605471,0.00577138889987396,830.601755660329,0.00575479823845655,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00577138889987396,0.00586223185676202,0.00575068807004677,0.00585461996692362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +72.9999,-44.3528,15589.5,831.274454463309,0.0058817222727534,836.163779936897,0.0058644924718979,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0058817222727534,0.00600348861384924,0.00589979693886712,0.00600433866560687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +73.9999,-44.3416,15693,836.793355392585,0.00601384989212728,841.825705022646,0.00599583887117622,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00601384989212728,0.00613733091994228,0.00600562485757804,0.00610366947065851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +75,-44.3232,15805,842.765499393348,0.00613305914765164,847.934230048728,0.0061143284855559,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00613305914765164,0.0062766002984126,0.0061305779221386,0.00620959708438514,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +76,-44.3368,15905,848.0977708226,0.00629282503526188,853.434701707182,0.00627310788627979,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00629282503526188,0.00642657094635909,0.00626561511155835,0.00638419972827689,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +76.9988000000001,-44.3208,16000.5,853.190090037536,0.006433828537281,858.679368786545,0.00641321981056862,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.006433828537281,0.00656637538830323,0.00640560521871395,0.006504071329469,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +77.9988000000001,-44.3048,16099,858.44237739535,0.00654451343026508,864.060465063323,0.00652319108128535,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00654451343026508,0.00666551500623728,0.006557256088993,0.00666058421109067,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +78.9991,-44.2976,16196,863.614680681725,0.0066735213087095,869.378031655769,0.00665135194254814,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0066735213087095,0.00682664554949498,0.00668666311862356,0.00680831807110622,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +79.9992,-44.3024,16286.5,868.440386325198,0.00677423181872111,874.323402822905,0.00675138981036891,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00677423181872111,0.00691745346476532,0.00679957403468618,0.00688877957557097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +80.9992,-44.2712,16395,874.225900825937,0.00695645105302258,880.307410514317,0.00693236657786693,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00695645105302258,0.00708103001247469,0.00695238040577024,0.00708268819959334,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +81.9992999999999,-44.2632,16479,878.705008826509,0.00710404555700573,884.947369240382,0.00707893069994338,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00710404555700573,0.00724093755350636,0.00709329290357151,0.00721300493830389,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +82.9992999999999,-44.2656,16577.5,883.957296184323,0.0072242654328312,890.343238323246,0.00719829542843604,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0072242654328312,0.00739511227160438,0.00721957929381965,0.00738725525485243,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +83.9992999999999,-44.2552,16665,888.623033684918,0.00728270565024636,895.094613673274,0.00725631480317195,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00728270565024636,0.00739106107673111,0.00728852131830523,0.00740231147038157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +84.9992999999999,-44.2344,16770,894.221918685634,0.00746813250550356,900.900086463704,0.0074403840709632,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00746813250550356,0.0076244251889539,0.00746045261019714,0.00757394375993788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +85.9994000000002,-44.224,16840.5,897.981170043256,0.00757569765755803,904.784003889684,0.0075471461676944,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00757569765755803,0.00774649609862297,0.00757951080210458,0.00771572193785178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +86.9994000000002,-44.2264,16936,903.073489258193,0.00774649248845484,910.069141259254,0.00771664247170066,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00774649248845484,0.00787865677665535,0.00772591843762245,0.00785448132963648,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +87.9994000000002,-44.216,17031.5,908.165808473129,0.00783863469591333,915.284588489069,0.00780807220719525,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00783863469591333,0.00798872697698315,0.00782026530618749,0.00793065641249715,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +88.9995000000001,-44.216,17113.5,912.538271045116,0.00796610467389929,919.8076464312,0.0079345427682235,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00796610467389929,0.00811446689332979,0.00799589549257185,0.00815418529187198,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +89.9996000000001,-44.192,17207,917.523944831467,0.00810644907572179,924.961805965999,0.00807376831522906,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00810644907572179,0.00827972506909956,0.00813050294094335,0.00830108253840195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +90.9996000000001,-44.1864,17291.5,922.029714189185,0.0082508359587492,929.637230110052,0.00821698388951816,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0082508359587492,0.00840217816696434,0.00828379790776847,0.00843031199548364,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +91.9996000000001,-44.184,17365,925.948933689686,0.00839368494131815,933.721057310827,0.00835865385795083,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00839368494131815,0.00854954993518092,0.00837293707817468,0.00850194746202624,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +92.9996000000001,-44.1792,17447.5,930.348057618819,0.00850687441504867,938.262411707267,0.00847089486390847,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00850687441504867,0.00867368466110609,0.00853941813627498,0.00870916523564032,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +93.9997000000001,-44.1552,17519.5,934.187293047881,0.00864291269558804,942.261392263022,0.00860577654856554,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00864291269558804,0.00881134884915494,0.00862652436281029,0.00878229306261499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +94.9997000000001,-44.1496,17615,939.279612262817,0.00876418713172776,947.511634553705,0.00872600457422887,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00876418713172776,0.00894029914634452,0.00879234515654551,0.00891777069452054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +95.9998000000001,-44.1392,17687.5,943.145509049025,0.0088838357873832,951.524258875025,0.00884460668365206,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0088838357873832,0.00910937920407023,0.00893316118419085,0.00910254433838937,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +96.9998000000001,-44.1288,17766.5,947.358003478134,0.00904579867564807,955.927613251361,0.00900513050554007,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00904579867564807,0.00920844238436521,0.00903101515423797,0.00922391482976922,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +97.9998000000001,-44.1288,17848.5,951.730466050121,0.00917713537478638,960.464625377372,0.00913528133982899,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00917713537478638,0.00935955959689855,0.00917709467768868,0.00936715132921414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +98.9999,-44.124,17925.5,955.836315050645,0.00928944604825505,964.715504930271,0.00924656450361101,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00928944604825505,0.00945579458454617,0.00927047408735471,0.00944580647996285,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +99.9999,-44.108,17989.5,959.248968765367,0.0094289116498157,968.293642542032,0.00938473692498974,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0094289116498157,0.00959437602426441,0.00944235190567924,0.00962720390590732,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +101,-44.0976,18065.5,963.301495051599,0.00957861527442735,972.528589465979,0.00953303119619936,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00957861527442735,0.00975099674681409,0.00959502080756765,0.00976525280078915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +102,-44.0896,18138,967.167391837807,0.00967734848384987,976.527007730838,0.0096308228692447,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00967734848384987,0.00987283834356572,0.0096791424738113,0.00985813856210181,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +102.999,-44.076,18208.5,970.92664319543,0.00985811769771915,980.498152319902,0.00980984345826529,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00985811769771915,0.0100686715749823,0.00982045185463599,0.0100436934932189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +103.9991,-44.076,18277.5,974.605910481614,0.00997398751224835,984.326617662121,0.00992457558313607,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00997398751224835,0.0101684991316685,0.00998030206109828,0.010184573139209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +104.9991,-44.0656,18342,978.045225553482,0.0101240426569648,987.946997137426,0.0100731378239298,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0101240426569648,0.0103209157840667,0.0101198672572502,0.0103240167116696,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +105.9991,-44.0472,18415.5,981.964445053982,0.0102581475769281,992.037581246642,0.0102058898555092,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0102581475769281,0.0104591150355894,0.0101979355261523,0.0104041882895324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +106.9992,-44.0424,18478.5,985.323776054411,0.0103899236761973,995.561214883959,0.010336319395745,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0103899236761973,0.0106085506200622,0.0104130884991628,0.0105912711602712,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +107.9992,-44.0344,18547,988.976381983449,0.010522402815676,999.382789849869,0.0104674276461445,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.010522402815676,0.010718085756916,0.01051206438938,0.0106784715442144,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +108.9992,-44.0208,18621.5,992.948924198242,0.0106808505028936,1003.55446321461,0.010624213152285,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0106808505028936,0.0108752415429397,0.0106566924373512,0.0108587222892841,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +109.9993,-44.0184,18670.5,995.561737198576,0.0108077492607094,1006.32151882777,0.010749762965425,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0108077492607094,0.0110529590538855,0.0108376886069617,0.0110478777964462,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +110.9993,-44.008,18718.5,998.121227484617,0.0109505543032654,1009.05120818743,0.0108910311304095,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0109505543032654,0.0111830559156617,0.010921670566654,0.0111199442371337,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +111.9994,-44.0056,18784,1001.61386527078,0.0111000382278115,1012.73181746479,0.0110388849233567,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0111000382278115,0.0113109360859037,0.0110947744667462,0.0113160553652761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +112.9994,-44.0024,18846.5,1004.94653491406,0.0112426235703019,1016.24477051438,0.0111798949959028,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0112426235703019,0.0114728310055525,0.0112255688556747,0.0114197626315824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +113.9995,-43.9816,18897.5,1007.66599334298,0.0113622282859442,1019.11532439533,0.0112981629963697,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0113622282859442,0.0116199734608516,0.0114061553272136,0.0116149089029577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +114.9995,-43.9736,18948,1010.35879041475,0.0115051651485393,1021.98313515775,0.0114394840372812,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0115051651485393,0.0117551152068096,0.0115137716067813,0.0117441081410051,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +115.9996,-43.9736,19014.5,1013.9047509152,0.0116489368713832,1025.71566335221,0.0115816103567171,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0116489368713832,0.0118988944059878,0.0116448114461062,0.0119067744765695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +116.9996,-43.9368,19070,1016.86416155844,0.0118088345790327,1028.87214223163,0.0117396543843595,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0118088345790327,0.0120490943668518,0.0118185607722574,0.0120417013208396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +117.9996,-43.9448,19129.5,1020.03686305884,0.0119768172490917,1032.25365815503,0.0119056627462561,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0119768172490917,0.0122184037374948,0.0119505221855305,0.0121799180883117,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +118.9996,-43.9368,19177,1022.56969198774,0.0121193147115558,1034.96253589944,0.0120464638282298,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0121193147115558,0.0123951275591322,0.0121063340489786,0.0123622672874171,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +119.9997,-43.9288,19226.5,1025.20916634522,0.012267875895827,1037.78630516521,0.0121932353403469,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.012267875895827,0.0125363078785805,0.0122981114401129,0.0125697845180351,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +120.9997,-43.924,19277,1027.90196341699,0.0124034747762356,1040.65151949268,0.0123271818996898,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0124034747762356,0.0126873486534746,0.0124279067429764,0.0126766463479875,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +121.9998,-43.916,19336.5,1031.0746649174,0.0125759832676431,1044.04144265109,0.0124975623854173,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0125759832676431,0.0128638431621946,0.0125535998414606,0.0128279770179634,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +122.9998,-43.9024,19385.5,1033.68747791773,0.0127329369944152,1046.84935544597,0.0126525547675828,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0127329369944152,0.0130274961475429,0.0127592708117655,0.0130290281272679,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +123.9998,-43.8872,19425.5,1035.82038648943,0.0128715237957142,1049.15297324221,0.0127893897757968,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0128715237957142,0.0131851105594012,0.0128812906308965,0.0131785304653903,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +124.9999,-43.8976,19479.5,1038.69981306123,0.0130433731869254,1052.24796235218,0.0129590409214391,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0130433731869254,0.0133373743365212,0.0130614034631583,0.0133569116274304,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +125.9999,-43.8656,19517,1040.6994148472,0.0132008102538416,1054.43749035388,0.0131144388428937,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0132008102538416,0.0134968996893575,0.013175737848569,0.0134707720663408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +127,-43.8576,19569.5,1043.49885734756,0.0133691005039921,1057.44949844724,0.0132805226771044,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0133691005039921,0.0136608584252623,0.0133506274051621,0.0136444505760401,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +128,-43.8424,19596,1044.91190927631,0.013467614013349,1058.98437954839,0.0133777317998016,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.013467614013349,0.0138145745175255,0.0134900625015969,0.0138283089180501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +128.999,-43.8552,19650,1047.7913358481,0.0136569075897585,1062.10092529513,0.0135644924797129,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0136569075897585,0.0139759343737005,0.0136605572434364,0.0139592250072914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +129.9991,-43.8368,19701.5,1050.53745563417,0.0137811699467888,1065.01509084573,0.013687073147959,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0137811699467888,0.0141345424748673,0.0137850687903159,0.0141090575401596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +130.9991,-43.832,19729.5,1052.03049163436,0.0139682665225435,1066.72553393135,0.0138716093366228,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0139682665225435,0.0143011765281413,0.0139831457865514,0.014309468950727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +131.9992,-43.8264,19773.5,1054.37669106323,0.01411832166726,1069.26272034612,0.0140195863962454,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.01411832166726,0.0144772888486656,0.0141406596342399,0.0144892539719048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +132.9992,-43.8136,19813,1056.48293827779,0.0142779117948178,1071.56730848325,0.0141769423657097,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0142779117948178,0.0146111311547588,0.0142850916972539,0.0145837460440395,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +133.9992,-43.8024,19846,1058.24258784944,0.0144140379553835,1073.4961366767,0.0143111432834851,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0144140379553835,0.0147513177848984,0.0144365319658154,0.0147608710961292,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +134.9993,-43.8056,19900,1061.12201442123,0.0146056603524868,1076.62040215641,0.0145000250354296,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0146056603524868,0.0149573172223174,0.0145574989236554,0.0149094999093574,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +135.9993,-43.784,19935,1062.98830942147,0.0147763673033576,1078.69541512066,0.0146682604380763,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0147763673033576,0.0151297605361642,0.014789884867447,0.0151255675199569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +136.9994,-43.7688,19971,1064.907927136,0.0149200950861884,1080.7964546669,0.0148098853418333,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0149200950861884,0.0152992992197247,0.0149470821491147,0.0153042910106681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +137.9994,-43.7632,20004,1066.66757670766,0.0150561333667278,1082.72746600053,0.0149439147741354,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0150561333667278,0.0154363519066605,0.0150573866811702,0.015400138525655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +138.9994,-43.7552,20028.5,1067.97398320782,0.0152231054164855,1084.23186373626,0.0151083966315515,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0152231054164855,0.0155982468263092,0.0152333538382831,0.0155935664120191,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +139.9995,-43.7472,20066,1069.97358499379,0.015397942728587,1086.44897697663,0.0152805974591685,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.015397942728587,0.0157996600053813,0.0153986677388149,0.0157638088600154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +140.9995,-43.7344,20117,1072.69304342271,0.0155643874981875,1089.38885361715,0.0154445047532584,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0155643874981875,0.0159289160531273,0.0155698034406402,0.0159592021929681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +141.9996,-43.7288,20137,1073.75949770856,0.0157081152810184,1090.62623568265,0.015586019771922,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0157081152810184,0.0161395017488931,0.0157261775224823,0.0161088543801074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +142.9996,-43.7264,20178.5,1075.9723903517,0.0158697705891918,1093.04782534689,0.0157451623867721,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0158697705891918,0.0162586680282758,0.0158485707052253,0.0162157690212337,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +143.9996,-43.7104,20211.5,1077.73203992336,0.016072993149752,1095.05441961832,0.0159451902269894,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.016072993149752,0.0164867579433994,0.0160947318671138,0.0164920026976764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +144.9997,-43.708,20231,1078.77183285206,0.016229858996498,1096.28014758864,0.01609956273785,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.016229858996498,0.0166614179487808,0.0162281730641683,0.0166545771880499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +145.9997,-43.6896,20278.5,1081.30466178096,0.0163948098056534,1099.03244605283,0.0162618660022443,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0163948098056534,0.0168031333317026,0.0163749929352627,0.0167813788039934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +146.9997,-43.6816,20319.5,1083.49089306695,0.0165652531164456,1101.43919395997,0.016429545942741,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0165652531164456,0.0169823031577918,0.0165670797472486,0.0169944985018182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +147.9998,-43.6632,20347.5,1084.98392906714,0.0167555573131562,1103.16343947448,0.0166167315519082,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0167555573131562,0.0171639954259716,0.0167436545498567,0.0171597206277062,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +148.9998,-43.6656,20372.5,1086.31699692445,0.0169383477676277,1104.71741200424,0.0167964935647727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0169383477676277,0.0173811547587016,0.0169413768988521,0.0173554499820136,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +149.9999,-43.6552,20405,1088.04998513896,0.0170949939143084,1106.65019301337,0.0169505187164556,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0170949939143084,0.0175149970647947,0.017070978167234,0.0174863977691036,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +150.9999,-43.6472,20436,1089.70298928203,0.0172807283496571,1108.53385062162,0.0171331147176092,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0172807283496571,0.0177365133429543,0.0172703123139146,0.0177100939239321,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +151.9999,-43.6504,20466,1091.3026707108,0.0174573232622823,1110.35389421039,0.01730669471522,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0174573232622823,0.0179052876501235,0.0174697771553584,0.0179183279562103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +153,-43.6344,20477.5,1091.91588192517,0.0176467925987443,1111.18469502878,0.0174928958393126,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0176467925987443,0.0180877442946946,0.0176528810547667,0.0180920691827294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +154,-43.6184,20514,1093.86216099684,0.0178185980499422,1113.35325116568,0.017661707799855,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0178185980499422,0.0182699716263485,0.0178035695420313,0.0182705194547526,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +154.9991,-43.6136,20532,1094.82196985411,0.0179820548986524,1114.50911862028,0.0178222901720287,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179820548986524,0.0184428735660299,0.0179766454820095,0.0184345609950639,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +155.9991,-43.6056,20565,1096.58161942576,0.0181478845080696,1116.48225600877,0.0179851772320089,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181478845080696,0.0186191387618326,0.0181462968589051,0.0186059424001267,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +156.9991,-43.5952,20587.5,1097.78138049735,0.0183014987938466,1117.87242510843,0.0181360420532295,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183014987938466,0.018797926399726,0.0183372384183221,0.0187884892933151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +157.9992,-43.5872,20623.5,1099.70099821188,0.0185215503794222,1120.06916565256,0.0183521153999261,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0185215503794222,0.0189863451801483,0.018517668830887,0.0189961897191005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +158.9992,-43.5792,20645,1100.84743656917,0.0186842602479096,1121.41595656727,0.0185118536727943,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186842602479096,0.019165973632072,0.018685176653919,0.0191429189260539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +159.9992,-43.5632,20674.5,1102.4204566408,0.0188652491618443,1123.21789323644,0.0186895071860709,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0188652491618443,0.0193433089548224,0.0188766942820396,0.0193587182643871,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +160.9993,-43.5552,20674.5,1102.4204566408,0.0190243559492582,1123.39329581368,0.0188456557697214,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190243559492582,0.019543269818751,0.0190244951000388,0.0195274238132074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +161.9993,-43.5552,20714.5,1104.5533652125,0.0192084206641094,1125.77009089746,0.0190262678347058,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192084206641094,0.0197112797495292,0.0192090239910171,0.0197025159966309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +162.9993,-43.5344,20740.5,1105.9397557841,0.0193920459788297,1127.38619037808,0.0192064162435986,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193920459788297,0.0198941950199349,0.0194001211453524,0.0199040461853377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +163.9994,-43.532,20768.5,1107.43279178429,0.0195974216000317,1129.13561909859,0.0194078646818197,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195974216000317,0.0201208326199153,0.0195885073622764,0.0201173814688482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +164.9994,-43.5344,20773.5,1107.69940535575,0.0197512116458611,1129.57781075093,0.0195586873941445,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197512116458611,0.0202507766064134,0.0197580183904422,0.0202737782769854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +165.9995,-43.5216,20811,1109.69900714172,0.0199022774108787,1131.78454462443,0.0197068162465249,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0199022774108787,0.020409231832302,0.0199346814156099,0.0204270046344007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +166.9995,-43.5032,20837,1111.08539771333,0.0201214501961922,1133.44204720714,0.0199216890278467,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201214501961922,0.02066980774405,0.0200963417020687,0.020650958405256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +167.9995,-43.4952,20859,1112.25849742777,0.0203133362333743,1134.85217826445,0.0201097725079206,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203133362333743,0.0208492068830565,0.0202933855128446,0.0208483877584336,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +168.9996,-43.4872,20863.5,1112.49844964208,0.0204599640570694,1135.2601279353,0.0202534708049597,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0204599640570694,0.0210176754396694,0.0204397612512861,0.0210008293260929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +169.9996,-43.4792,20901.5,1114.5247127852,0.0206485106532563,1137.53798819046,0.0204382200224163,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206485106532563,0.0212038775285572,0.02065702055572,0.0212280390405734,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +170.9997,-43.4688,20926.5,1115.85778064251,0.020836090569155,1139.10789442227,0.0206219881647909,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.020836090569155,0.0214078895873591,0.0208650786565691,0.0214204125577088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +171.9995,-43.4608,20941,1116.63095999975,0.0210549557743769,1140.14157547884,0.0208363631741255,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210549557743769,0.0215893525426216,0.0210530815463811,0.0215769393145608,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +172.9997,-43.4584,20952.5,1117.24417121412,0.0212406023296996,1140.97511036005,0.0210181650245946,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212406023296996,0.0218302839811168,0.0212258577757971,0.0217903377805964,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +174.5498,-43.4552,20752,1106.55296699847,0.0213024698681361,1130.12527823545,0.0210787439561212,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213024698681361,0.0218790511948732,0.0212565323962109,0.0218249900356026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +174.8998,-43.4552,20725.5,1105.13991506971,0.0213273838555604,1128.7096582525,0.0211031379865718,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213273838555604,0.0219007594843823,0.0213318547615835,0.0219186116399686,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +175.1498,-43.4528,20710.5,1104.34007435533,0.0213072593295634,1127.87053470765,0.0210834335072957,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213072593295634,0.0219010652349388,0.0212983011089437,0.0218857728765146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +175.3999,-43.4664,20698,1103.67354042667,0.0213186397929548,1127.20235908404,0.0210945764810497,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213186397929548,0.0219051164298118,0.0212969954576012,0.0219035307862434,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +175.6499,-43.4504,20682.5,1102.84703835514,0.0213147291317894,1126.35392425148,0.0210907474422952,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213147291317894,0.0219187987672138,0.0213091613556173,0.0218810809428019,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +175.8999,-43.4528,20675,1102.44711799794,0.0213251868549058,1125.9570087869,0.021100986861426,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213251868549058,0.02191566482401,0.0213161373533445,0.0218899544855637,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +176.1499,-43.4552,20665,1101.91389085502,0.0213284384158747,1125.41599341572,0.0211041705249984,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213284384158747,0.021895255974366,0.0213076047265957,0.0218904558862749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +176.3999,-43.4472,20648.5,1101.03406606919,0.0213490462820159,1124.54009330378,0.0211243478327684,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213490462820159,0.0219295000366901,0.0213037192427092,0.0219217899002482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +176.6499,-43.4528,20647,1100.95408199775,0.0213204413334916,1124.42690891385,0.0210963404153182,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213204413334916,0.0219288885355771,0.021306435091003,0.0218588684277187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +176.8999,-43.4448,20636.5,1100.39419349768,0.0213378415786768,1123.87423047263,0.0211133772788322,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213378415786768,0.0219305701636377,0.0213621477223102,0.0219085411698752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +177.1499,-43.4472,20624,1099.72765956902,0.0213544069636133,1123.2116915606,0.0211295964473815,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213544069636133,0.0219423415600615,0.0213398080081978,0.0219170844375613,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +177.3999,-43.4472,20617,1099.35440056897,0.0213553736439014,1122.83152456019,0.0211305429159374,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213553736439014,0.0219440231881222,0.0213396923858797,0.0219112646998946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +177.6499,-43.4608,20609,1098.92781885463,0.0213405658594886,1122.37956034772,0.0211160446402746,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213405658594886,0.0219211683340264,0.0213118948059272,0.0219089839241281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +177.9,-43.4584,20599,1098.39459171171,0.0213465417012695,1121.84151766813,0.0211218956017447,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213465417012695,0.0219411949954748,0.02134620233369,0.0219586818558672,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +178.15,-43.4528,20551,1095.83510142567,0.0213246156347355,1119.20336376262,0.02110042756813,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213246156347355,0.0219260603429298,0.0213348290011681,0.0218826261677788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +178.4,-43.4584,20485.5,1092.34246363951,0.0213217155938714,1115.63307898034,0.0210975880742638,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213217155938714,0.0219298822248856,0.0213313431588332,0.0219499771773063,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +178.65,-43.4608,20370.5,1086.21035149587,0.0212913091048102,1109.33719184241,0.0210678159258482,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212913091048102,0.0218857777071154,0.0212758184153384,0.0218534109891331,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +178.9,-43.4632,20305,1082.71771370971,0.0212810271417463,1105.75905876202,0.0210577482647118,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212810271417463,0.0218762994398649,0.0212606908777988,0.0218446354732518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +179.15,-43.4584,20204.5,1077.35878092331,0.0212609465557621,1100.2644483859,0.0210380859162818,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212609465557621,0.0218416731893451,0.0212361169769088,0.021831731394207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +179.4,-43.4712,20138.5,1073.83948178,0.0212480281919125,1096.65645336245,0.0210254364111786,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212480281919125,0.0218088814421642,0.0212457567569407,0.0218326171545774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +179.65,-43.4688,20048.5,1069.04043749367,0.0212182368630347,1091.72359071257,0.020996264493493,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0212182368630347,0.0217861794633468,0.0211851304857186,0.0218035926074746,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +179.9001,-43.4712,19989,1065.86773599327,0.0211845788130046,1088.44769505066,0.020963305226325,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0211845788130046,0.0217772362595699,0.0211874108527508,0.0217721551855362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +180.149,-43.4792,19900.5,1061.14867577838,0.0211559738644803,1083.59830942948,0.020935293298061,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0211559738644803,0.0217374122495903,0.0211419412680842,0.0217567332052951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +180.3991,-43.4712,19841,1057.97597427798,0.021131587157213,1080.33268578867,0.0209114115414134,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.021131587157213,0.0216946836093242,0.0211022458899313,0.0216803798929875,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +180.6491,-43.4664,19733,1052.21712113438,0.0211307962369774,1074.45130671813,0.0209106369884058,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0211307962369774,0.0217195258420371,0.0211611435986614,0.021704645655102,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +180.8991,-43.4768,19685,1049.65763084834,0.0210817591823642,1071.78626024582,0.0208626135302281,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210817591823642,0.021701180808649,0.021096445435246,0.0217160171645914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +181.1491,-43.4768,19581.5,1044.13872991907,0.021086285003713,1066.15573676156,0.0208670458994072,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.021086285003713,0.0216535601594794,0.0210921938132269,0.0216849382281514,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +181.3991,-43.4952,19528.5,1041.31262606156,0.0210434434909461,1063.2254294645,0.0208250882194661,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210434434909461,0.0216398013844385,0.021028064983856,0.021603850750997,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +181.6491,-43.4896,19431.5,1036.14032277519,0.0210468708119675,1057.94783429171,0.0208284448986467,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210468708119675,0.0216476744612675,0.02103857644502,0.0216331505154643,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +181.8991,-43.4872,19380.5,1033.42086434627,0.0210205068041111,1055.14389465677,0.0208026239995453,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210205068041111,0.0216109843944916,0.0210063267631098,0.02159590523649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +182.1491,-43.4952,19294,1028.80844955997,0.0210477056722164,1050.4625069994,0.0208292625495612,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210477056722164,0.0216036463811364,0.0210461590908949,0.021592658594467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +182.3992,-43.4872,19222.5,1024.99587548805,0.0209589907857793,1046.47875459787,0.0207423726420531,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209589907857793,0.0215652746862999,0.0210009934600474,0.0215607013513567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +182.6492,-43.4952,19157,1021.50323770189,0.0209567937851247,1042.91067040525,0.020740220740715,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209567937851247,0.0215531975393196,0.0209821685299753,0.0215585075089307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +182.8991,-43.4952,19093,1018.09058398717,0.0209636923671804,1039.4335217918,0.0207469776953589,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209636923671804,0.0215407382041437,0.02096619226324,0.021530945954512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +183.1491,-43.5032,19012.5,1013.79810548662,0.0209247615155791,1035.01158906887,0.0207088454932478,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209247615155791,0.0215005320059682,0.0209601326180262,0.0215395275678762,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +183.3992,-43.5056,18950,1010.46543584334,0.0209172477733399,1031.60159173127,0.0207014857247592,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209172477733399,0.0214874611696794,0.0208965821279516,0.0215182450958356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +183.6492,-43.5032,18866,1005.98632784276,0.0209095582710485,1027.02105758467,0.0206939537418617,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0209095582710485,0.0214884548589879,0.0208739244156519,0.0214598360150611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +183.8992,-43.5032,18807,1002.84028769951,0.020864124297509,1023.76367211262,0.0206494493250059,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.020864124297509,0.0214759190861728,0.0208755332686843,0.0214685690338054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +184.1492,-43.508,18710,997.667984413131,0.0208511180536332,1018.47047733446,0.0206367088178029,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0208511180536332,0.0214312030672895,0.0208327886475195,0.021430261611956,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +184.3993,-43.508,18644,994.148685269824,0.0208117038618878,1014.83861330234,0.0205980989246048,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0208117038618878,0.0214038383924859,0.0208073463217056,0.0213988571024684,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +184.6492,-43.5032,18553.5,989.322979626351,0.0207943914967288,1009.89534898141,0.0205811393698711,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207943914967288,0.0213985641953869,0.0208322820783306,0.0214292712345199,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +184.8993,-43.516,18504.5,986.710166626017,0.0207736518105484,1007.20774006543,0.0205608219611527,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207736518105484,0.0213489561676001,0.020768029323609,0.0213298319639947,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +185.1493,-43.5104,18407.5,981.537863339642,0.0207450468620239,1001.89991231147,0.0205327987561289,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207450468620239,0.0213569056820684,0.0207566470988175,0.0213586089159078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +185.3993,-43.5216,18348,978.365161839237,0.0207266799365507,998.64342340975,0.0205148049478066,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207266799365507,0.0212673207690239,0.0207523845252083,0.0213038978439533,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +185.6493,-43.532,18271,974.259312838713,0.0207135418726355,994.439673910003,0.0205019335800584,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207135418726355,0.0213228909326614,0.0207494100440896,0.0213216296841807,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +185.8993,-43.524,18203.5,970.660029623967,0.0206693821594759,990.722972723193,0.0204586690728006,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206693821594759,0.0212748116576572,0.0206835444148922,0.0212524171357513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +186.1493,-43.5344,18124.5,966.447535194858,0.0206608138569225,986.415127822,0.0204502742500813,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206608138569225,0.021237968715603,0.0206442263690023,0.0212287332599275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +186.3993,-43.5288,18069,963.488124551623,0.0206291331074817,983.364049320476,0.0204192343191883,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206291331074817,0.021236592838099,0.0206607324418507,0.021240324363711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +186.6493,-43.5288,17977,958.58243483671,0.0206057130805027,978.334709452965,0.0203962873985791,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206057130805027,0.0212011257735489,0.0206097721316039,0.0211958936041929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +186.8993,-43.5288,17924.5,955.782992336353,0.0206074706810264,975.479262328348,0.0203980095122101,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206074706810264,0.0211810226744612,0.020600038978652,0.0211435552265692,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +187.1493,-43.5368,17842,951.38386840722,0.0205836551939292,970.966825911581,0.0203746746203457,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0205836551939292,0.0211509826822885,0.020556059239539,0.0211375906250588,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +187.3993,-43.54,17791,948.664409978301,0.0205651564484168,968.17384198655,0.0203565488027598,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0205651564484168,0.0211586264462001,0.020572754690132,0.0211320322742068,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +187.6494,-43.54,17703.5,943.998672477705,0.0205565442058502,963.404022918757,0.0203481100677604,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0205565442058502,0.0211415044150381,0.0205221428187324,0.0211035445724795,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +187.8993,-43.5424,17643,940.772648263007,0.0205233694959643,960.080472935006,0.0203156030506014,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0205233694959643,0.0211218599417851,0.0205424477509447,0.0211221580212984,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +188.1494,-43.5448,17564,936.560153833898,0.0205006964492076,955.76028925407,0.0202933857263317,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0205006964492076,0.0211083304796615,0.0204990871383502,0.0210828895043262,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +188.3994,-43.5368,17503,933.307468262054,0.020450385134215,952.393965436652,0.0202440838930279,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.020450385134215,0.021046951055451,0.0204323456622328,0.0210048257058681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +188.6494,-43.5528,17418,928.775037547189,0.0204597004169908,947.777496570184,0.0202532124507648,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0204597004169908,0.0210505436244894,0.0204336657232896,0.0210226979198204,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +188.8994,-43.5552,17363.5,925.868949618247,0.0204125967229539,944.768339105109,0.0202070520965756,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0204125967229539,0.0210127834307658,0.0204224513683644,0.0210625116875744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +189.1494,-43.5504,17273,921.043243974773,0.0204128164230194,939.844330631692,0.0202072674016814,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0204128164230194,0.0210367848494484,0.0203888821974864,0.0209949629429182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +189.3994,-43.5528,17209,917.630590260052,0.0203699749102525,936.32270236053,0.0201652820292496,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203699749102525,0.0209520919453074,0.0204055514745213,0.0209813999672814,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +189.6494,-43.5656,17136.5,913.764693473844,0.0203820144738405,932.389058681912,0.0201770811735363,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203820144738405,0.0209624874642271,0.0203860997445507,0.0209679563174531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +189.8994,-43.5632,17071,910.272055687683,0.0203755992319287,928.819394286399,0.0201707940555869,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203755992319287,0.0209528563216985,0.0203974376472519,0.0209535040167448,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +190.1494,-43.5608,16990.5,905.979577187135,0.0203431715022652,924.410075103403,0.0201390133613225,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203431715022652,0.0209157076290879,0.0203532854318438,0.0209760265576407,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +190.3995,-43.5688,16941,903.340102829655,0.0203182575148408,921.694399662431,0.0201145958003578,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203182575148408,0.0209185358217352,0.0202834359694669,0.0208562233456067,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +190.6495,-43.5792,16853.5,898.674365329059,0.0202719886810527,916.892281890962,0.0200692473195618,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0202719886810527,0.0208709916102048,0.020261008955277,0.0208754479417034,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +190.8995,-43.5736,16806.5,896.168197757311,0.0202639037186434,914.328063832375,0.0200613229674938,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0202639037186434,0.0208717559865959,0.0202476551121873,0.0208300325667004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +191.1495,-43.5768,16724,891.769073828178,0.0202340684497524,909.81319030939,0.020032079842237,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0202340684497524,0.0208219186458919,0.0202124621342533,0.02082015801669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +191.3995,-43.5688,16677.5,889.289567613575,0.0202331896494905,907.282732088414,0.0200312184706483,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0202331896494905,0.0208038029254213,0.0202187422231281,0.0207688860352616,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +191.6495,-43.5792,16587.5,884.490523327248,0.0202213258459551,902.376094407108,0.0200195898815812,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0202213258459551,0.0207942482205318,0.020240438656461,0.020799360720551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +191.8993,-43.5736,16516.5,880.704610612479,0.0201776934129527,898.475198232792,0.0199768213518992,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201776934129527,0.0207444108798278,0.0201809957866312,0.0207573823964134,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +192.1495,-43.5896,16429.5,876.065534469029,0.0201715857511326,893.737165521183,0.0199708344731991,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201715857511326,0.0207519017684613,0.0201732831764761,0.0207904820642382,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +192.3995,-43.5768,16382,873.532705540134,0.0201303260788373,891.117203743186,0.0199303897997302,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201303260788373,0.0207247664065748,0.0201110557589353,0.0207040872570682,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +192.6495,-43.5896,16298,869.053597539562,0.0201270305778553,886.545065871036,0.019927159323956,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201270305778553,0.0207133007607075,0.0200906370701279,0.0206490052015552,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +192.8995,-43.584,16252,866.600752682106,0.020107345451989,884.025793385239,0.0199078623979772,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.020107345451989,0.0207107018809774,0.0201266653411363,0.0207309187818103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +193.1496,-43.5896,16155,861.428449395731,0.0201015453702606,878.744492454493,0.0199021766255501,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201015453702606,0.0206486345180147,0.0200547557022236,0.0206169590027383,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +193.3996,-43.5872,16101,858.549022823935,0.0200824314645646,875.790774733766,0.0198834391921484,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0200824314645646,0.0206607116649953,0.0200784507480165,0.0206856799203433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +193.6496,-43.5952,16018.5,854.149898894801,0.0200884073063455,871.308409964474,0.0198892973699708,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0200884073063455,0.0206562018442874,0.0200683590886593,0.0206714990134141,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +193.8996,-43.5896,15961,851.083842822981,0.0200316807494409,868.132482653418,0.0198336863721171,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0200316807494409,0.0206005552430105,0.0200150224720371,0.0205934915122566,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +194.1496,-43.5976,15880.5,846.791364322433,0.0200035591410606,863.730205458796,0.0198061166440729,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0200035591410606,0.0206118680135997,0.019981405682922,0.020580594845165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +194.3996,-43.6104,15828,843.991921822076,0.0199893665168313,860.862785684622,0.0197922022583405,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0199893665168313,0.0205634829880391,0.0199801538958327,0.0205414138858577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +194.6496,-43.6056,15749,839.779427392966,0.0199561918069452,856.538226721547,0.0197596771649589,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0199561918069452,0.020553622532593,0.0199339822764124,0.0205360087847142,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +194.8996,-43.6,15683.5,836.286789606806,0.0199500402051121,852.970744682466,0.0197536459055444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0199500402051121,0.0205355832497615,0.0199451264022794,0.020543027013496,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +195.1496,-43.6056,15602.5,831.967649749111,0.0198920393878278,848.517183007319,0.0196967779569124,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0198920393878278,0.0205134163344176,0.0199174113269654,0.0205076798011562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +195.3997,-43.6056,15550,829.168207248754,0.0198941485084562,845.663802702251,0.0196988459389793,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0198941485084562,0.0204828412787711,0.0198885087285038,0.0204604443705149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +195.6497,-43.6104,15463,824.529131105304,0.019855261596868,840.900372697638,0.0196607168321386,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.019855261596868,0.0204452339603257,0.019894050647388,0.0204695318294151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +195.8997,-43.608,15405.5,821.463075033484,0.0198556131169728,837.773728041228,0.0196610615085426,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0198556131169728,0.020453259912433,0.0198628830801154,0.0204339941079939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +196.1497,-43.632,15328,817.330564675813,0.0198478357346551,833.552807464411,0.0196534355153406,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0198478357346551,0.020417716410244,0.0198358596693558,0.0204283307959628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +196.3997,-43.6184,15287,815.14433338982,0.0197972168395708,831.281922513486,0.0196038005114159,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197972168395708,0.02039210980114,0.0198090563968176,0.0203914229034468,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +196.6497,-43.6184,15209.5,811.011823032149,0.0198019184209717,827.071412990275,0.0196084108108807,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0198019184209717,0.0203753699581734,0.0197977405531723,0.0203643327832196,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +196.8997,-43.6104,15155.5,808.132396460353,0.0197890879371483,824.124599518765,0.0195958293827575,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197890879371483,0.0203710894503828,0.0198265444535867,0.020386281513856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +197.1497,-43.6216,15075,803.839917959805,0.0197690512911774,819.731070527848,0.0195761813564659,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197690512911774,0.0203512156642124,0.019770400341672,0.0203501571619994,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +197.3997,-43.624,15018.5,800.827184602277,0.0197224748772975,816.621478631652,0.0195305068211315,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197224748772975,0.0203223986742655,0.0197134721944515,0.0203079800438803,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +197.6497,-43.632,14938.5,796.561367458875,0.0197010321509077,812.254448569353,0.0195094785978942,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197010321509077,0.0203090220874202,0.0196924640178814,0.0202876358880137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +197.8997,-43.632,14882.5,793.575295458494,0.0196777439439678,809.191066922785,0.0194866400676379,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0196777439439678,0.0202339603258077,0.0196668290013647,0.020210986757535,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +198.1497,-43.6344,14797,789.016203386483,0.0196786227442296,804.54295559201,0.0194875019084385,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0196786227442296,0.0202540634248954,0.0197000795557674,0.0203005907145522,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +198.3998,-43.6344,14739.5,785.950147314663,0.0196443934740294,801.389661259484,0.0194539326602799,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0196443934740294,0.0202355655162292,0.0196384010029769,0.0201979301762057,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +198.6498,-43.6424,14670.5,782.270880028479,0.0196267735287785,797.624333428956,0.0194366520302819,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0196267735287785,0.0202129399750507,0.0196516820628024,0.0202555261615175,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +198.8998,-43.6368,14614.5,779.284808028097,0.0196210173870633,794.575168795891,0.019431006672478,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0196210173870633,0.020188174179977,0.0196107216632946,0.0201660956161157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +199.1498,-43.6504,14527.5,774.645731884648,0.0195871835769807,789.818860042197,0.0193978233907811,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195871835769807,0.0201771671599442,0.0195877039068832,0.0201777719233139,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +199.3998,-43.6528,14478,772.006257527168,0.0195703984919787,787.114727625276,0.0193813606267945,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195703984919787,0.0201436110363722,0.0195672496575618,0.0201797348668487,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +199.6498,-43.6472,14394,767.527149526596,0.0195629726297658,782.542262145387,0.0193740772756238,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195629726297658,0.0201262596922927,0.0195675391548254,0.0201278307945716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +199.8998,-43.6472,14343,764.807691097677,0.0195228993378241,779.738954663771,0.0193347721217823,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195228993378241,0.0201157112980945,0.0195144456788068,0.0201291371291004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +200.1498,-43.6472,14262.5,760.515212597129,0.0195255796786228,775.364712977499,0.0193374011331339,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195255796786228,0.0201158641733729,0.0194876482036283,0.0200865984241594,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +200.3998,-43.6504,14207,757.555801953894,0.0194950853095355,772.324416939719,0.0193074903336865,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0194950853095355,0.0200973662647065,0.0194679162011629,0.0200924204125962,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +200.6498,-43.6584,14126,753.236662096199,0.01947100618236,767.902937800654,0.0192838713757479,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.01947100618236,0.020033999461879,0.0194900144467742,0.0200675149338259,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +200.8999,-43.6608,14067,750.09062195294,0.0194446421745035,764.675865695266,0.0192580105630369,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0194446421745035,0.0200279608883888,0.0194258864171714,0.0200177470740192,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +201.1498,-43.6608,13983,745.611513952368,0.0194316798706406,760.099998199354,0.0192452954182064,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0194316798706406,0.0200335408360444,0.0194469667684944,0.0200537875252783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +201.3999,-43.6656,13930.5,742.812071452011,0.019415949345953,757.234473004886,0.0192298646185109,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.019415949345953,0.0199881368784091,0.0194240899556689,0.0199969648043014,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +201.6499,-43.6584,13846.5,738.332963451439,0.0193660334910781,752.631544349207,0.0191808982696762,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193660334910781,0.0199738430398942,0.019337214716908,0.0199077749126665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +201.8999,-43.6632,13791,735.373552808203,0.0193653304508685,749.614304663163,0.0191802085856678,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193653304508685,0.019960466453049,0.0194106726137479,0.0200126077220968,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +202.1499,-43.6712,13712,731.161058379094,0.0193427892241513,745.303752620228,0.019158095340029,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193427892241513,0.0199486186189859,0.0193296068197441,0.0199575864391422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +202.3999,-43.6712,13661,728.441599950175,0.0193409876836143,742.530379963044,0.0191563279835047,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193409876836143,0.0199325667147714,0.0193170265097921,0.0199082920545939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +202.6499,-43.6712,13573.5,723.775862449579,0.0193189297970412,737.758437525035,0.0191346883893922,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193189297970412,0.0198747034219602,0.0192721161506723,0.0198510795260154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +202.8999,-43.6816,13523,721.083065377807,0.0192937082295252,734.995431650458,0.0191099445346285,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192937082295252,0.0198887679475577,0.0192939635005906,0.0198677108622284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +203.1499,-43.6768,13444,716.870570948698,0.0192704639625984,730.684999452012,0.0190871399869524,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192704639625984,0.0198620912115061,0.0192851519674473,0.0198323540532666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +203.4,-43.6792,13394.5,714.231096591218,0.019241331733917,727.973854055409,0.0190585581276324,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.019241331733917,0.0198211970745788,0.0192201952999907,0.0197732480267018,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +203.65,-43.6872,13297.5,709.058793304843,0.0192142207458378,722.68280548118,0.0190319585895186,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192142207458378,0.0198210441993004,0.0192011320776553,0.0197959199754081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +203.9,-43.6872,13247,706.36599623307,0.0192100025045808,719.935288789858,0.0190278198619573,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192100025045808,0.0197887875155932,0.0192046726230314,0.0198115574030173,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +204.15,-43.6896,13166.5,702.073517732522,0.0191790687353626,715.538633986392,0.0189974686697762,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0191790687353626,0.0197402496147543,0.0191659474479366,0.0197255702200033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +204.4,-43.6816,13107,698.900816232117,0.0191749383741317,712.302196312998,0.0189934160261074,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0191749383741317,0.0197655504733018,0.0191695703919267,0.0197548286841086,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +204.65,-43.6816,13026.5,694.608337731569,0.0191481789061574,707.908822452162,0.018967159670823,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0191481789061574,0.0197294719076388,0.0191611044500611,0.0197270499795281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +204.9,-43.6976,12975.5,691.88887930265,0.0190983948713218,705.102846326648,0.0189183098059577,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190983948713218,0.0196928582785021,0.0191073738135195,0.0197092075297811,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +205.15,-43.692,12896,687.649723516394,0.0190937372299338,700.779526643453,0.0189137394405691,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190937372299338,0.019635682924443,0.0190652157307381,0.019672357893469,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +205.4,-43.6976,12839,684.61032880172,0.0190567836789216,697.65679974205,0.0188774775937258,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190567836789216,0.0196567797128391,0.0190443388413109,0.0196156335272426,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +205.65,-43.7056,12756.5,680.211204872587,0.0190582776393668,693.174858868457,0.0188789436154178,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190582776393668,0.0196476071961452,0.0190736528078711,0.0196659755602584,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +205.9001,-43.7024,12701,677.251794229352,0.0190133709459846,690.128633816868,0.0188348757894209,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190133709459846,0.0195992221705844,0.0190086119877457,0.0196160365700222,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +206.1491,-43.7056,12625,673.19926794312,0.0190102072650417,685.996925557393,0.018831771133541,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190102072650417,0.0196268161583054,0.0190003606374248,0.0196307914547937,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +206.3991,-43.7056,12570.5,670.293180014178,0.0189988707416637,683.027993500286,0.0188206460374847,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189988707416637,0.0195743799378715,0.0189913372586342,0.0195650416249173,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +206.6491,-43.7104,12496.5,666.347299156531,0.0189775598353128,678.992944897373,0.018799732246695,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189775598353128,0.0195719339334197,0.0189550732379884,0.0195216941872393,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +206.8991,-43.7136,12446,663.654502084758,0.0189557216488052,676.234552097253,0.0187783005475253,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189557216488052,0.0195473974512633,0.0189680855830114,0.019575321977578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +207.1491,-43.708,12357,658.908780512724,0.0189161756370204,671.372814733678,0.0187394894604864,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189161756370204,0.0194997768020938,0.0189403306943625,0.0195223540887387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +207.3991,-43.708,12304.5,656.109338012366,0.0189067724742183,668.514247984376,0.0187302608247888,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189067724742183,0.0194816610816232,0.0188983120237362,0.0194512426330443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +207.6491,-43.7136,12221,651.65689136894,0.0188914813496614,663.967655378615,0.018715253328803,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0188914813496614,0.0194956491695815,0.0188895208787208,0.0194962855970689,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +207.8991,-43.716,12161.5,648.484189868535,0.018869291643049,660.720627173071,0.0186934748090598,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.018869291643049,0.0194709598121467,0.0188654997173748,0.019442116519234,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +208.1491,-43.716,12087.5,644.538309010888,0.0188621294209147,656.695674012189,0.0186864452053934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0188621294209147,0.0194339639948143,0.0188370136661783,0.0194105411824252,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +208.3992,-43.732,12043,642.165448224871,0.0188041286036304,654.2408098981,0.0186295165331227,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0188041286036304,0.0194181414035173,0.0188319317044364,0.0194057239633661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +208.6492,-43.7264,11953,637.366403938544,0.0187973618416139,649.347210859065,0.0186228746435793,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0187973618416139,0.019364023555023,0.0187831892787021,0.0193328405567246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +208.8992,-43.7264,11902,634.646945509625,0.0187849268179082,646.568741936232,0.0186106689782914,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0187849268179082,0.0193723552576867,0.0187948027963317,0.019374288389112,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +209.1492,-43.7424,11826,630.594419223393,0.0187580794699078,642.423159452466,0.0185843163094947,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0187580794699078,0.0193381111953624,0.0187680257939356,0.0193559001116006,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +209.3992,-43.7368,11782,628.248219794522,0.018726926000624,640.013377716638,0.0185537359918947,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.018726926000624,0.0193225943546217,0.0187430120566794,0.0193286723729141,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +209.6492,-43.7368,11714.5,624.648936579777,0.0187086908951899,636.335300452257,0.0185358359362725,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0187086908951899,0.0192634316219456,0.0187209646891385,0.0192809194241748,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +209.8992,-43.732,11657,621.582880507956,0.0187071969347448,633.210953864884,0.0185343694114907,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0187071969347448,0.0193134982755667,0.0187064326786432,0.0192993652038461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +210.1492,-43.7448,11583,617.63699965031,0.0186904118497427,629.180889547414,0.0185178924264092,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186904118497427,0.0192611384927722,0.0186714287862587,0.0192191726123428,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +210.3992,-43.7424,11532,614.917541221391,0.0186589068603543,626.391230349839,0.0184869649962414,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186589068603543,0.0192410353936845,0.0186388674887911,0.0192475806332992,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +210.6492,-43.7504,11439.5,609.985190149332,0.018670023683667,621.373628096106,0.0184978781317162,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.018670023683667,0.019237442824646,0.018660034738355,0.0192289640995536,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +210.8992,-43.7576,11387.5,607.212409006121,0.01862845643128,618.523838911824,0.0184570718848177,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.01862845643128,0.0192050332656605,0.0186244743631109,0.0192070189598198,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +211.1492,-43.7504,11303.5,602.733301005549,0.0186129895466709,613.951969636596,0.0184418877399635,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186129895466709,0.0191917331164543,0.0185894852569187,0.0191582836450059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +211.3993,-43.7528,11255.5,600.173810719508,0.0186018727233582,611.338167558405,0.0184309739934375,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186018727233582,0.0191890577990853,0.0185845797612714,0.0191683446022238,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +211.6493,-43.7688,11172,595.721364076082,0.0185813087972301,606.790646699087,0.0184107854052779,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0185813087972301,0.0191937969327104,0.0185857880365671,0.0191729926750932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +211.8993,-43.7528,11117.5,592.81527614714,0.0185331066028658,603.801984855782,0.0183634614120756,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0185331066028658,0.0191324175084999,0.0185563864575509,0.0191298959383439,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +212.1493,-43.7632,11033.5,588.336168146568,0.0184985697525739,599.219545790989,0.0183295524152779,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184985697525739,0.0190716495854023,0.0185018054678584,0.0191069249299673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +212.3993,-43.7656,10987.5,585.883323289111,0.0184965485119715,596.720142600683,0.0183275678836663,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184965485119715,0.0190796755375095,0.0184972926547914,0.0190561742565307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +212.6493,-43.7656,10910.5,581.777474288587,0.0184331430730768,592.501461708842,0.0182653119902233,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184331430730768,0.0190400044028081,0.018469759589357,0.0190464597388185,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +212.8993,-43.7528,10854.5,578.791402288206,0.0184421507757611,589.465560596919,0.0182741566187692,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184421507757611,0.0190303732602793,0.0184251847998446,0.0189779725357342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +213.1493,-43.7816,10773.5,574.472262430511,0.0184402613551978,585.065681091041,0.0182723014104842,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184402613551978,0.0190020913338062,0.0184483655444506,0.0190391875343252,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +213.3993,-43.7736,10739.5,572.659290144565,0.0184108215464248,583.202418142319,0.0182433942321222,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184108215464248,0.0190180668003816,0.0184309056838187,0.0190241425229091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +213.6493,-43.7736,10660.5,568.446795715456,0.0184234762701961,578.919561767189,0.0182558201067111,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184234762701961,0.0189858101166744,0.0184276406889577,0.0190124296104858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +213.8994,-43.7656,10603,565.380739643636,0.0183866984792361,575.776224829431,0.0182197069809815,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183866984792361,0.0189755674730328,0.018395639953459,0.0189782071956761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +214.1494,-43.7736,10524,561.168245214526,0.018353919229468,571.467881861336,0.0181875190337428,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.018353919229468,0.0189333738962404,0.0183862073255375,0.0189517701157732,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +214.3994,-43.7768,10482.5,558.955352571387,0.0183187672189927,569.194725560952,0.0181529999765445,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183187672189927,0.0188995120221119,0.0183144990429913,0.0188835450654868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +214.6494,-43.784,10409,555.036133070886,0.0183175368986261,565.203027918483,0.0181517917879603,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183175368986261,0.0189083023506102,0.0182936185918355,0.0188704598257784,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +214.8994,-43.7792,10356.5,552.236690570529,0.0183018942539646,562.34366808451,0.0181364304058359,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183018942539646,0.0188830014920627,0.0182694490714514,0.0188833207494279,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +215.1494,-43.7872,10269.5,547.597614427079,0.0182742999257414,557.60457747174,0.0181093316620682,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0182742999257414,0.0188630512682534,0.0183086651238354,0.0188742172568655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +215.3994,-43.784,10218,544.851494641014,0.0182557572402156,554.798171259149,0.0180911215841357,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0182557572402156,0.018818258811731,0.0182061988893287,0.0188039543788655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +215.6494,-43.7872,10137.5,540.559016140466,0.0182189355092428,550.407425994469,0.0180549593562348,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0182189355092428,0.0188157363696401,0.018239347531583,0.0188295575761177,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +215.8994,-43.792,10088.5,537.946203140132,0.0182030292245028,547.738453597102,0.0180393375597547,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0182030292245028,0.0187921171391532,0.0182359921239408,0.0188280429938108,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +216.1494,-43.792,10012.5,533.8936768539,0.0182010958639267,543.611126847462,0.0180374387612282,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0182010958639267,0.0187710203507571,0.0181651207104736,0.018750862441959,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +216.3995,-43.7952,9957,530.934266210665,0.0181432268666816,540.56712705382,0.0179806025998633,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181432268666816,0.0187631472739281,0.0181561361688969,0.0187504541941798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +216.6495,-43.792,9879.5,526.801755852994,0.0181519709292874,536.364246010735,0.0179891908071284,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181519709292874,0.0187289796492429,0.0181597757912324,0.0187321671297024,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +216.8995,-43.784,9815.5,523.389102138273,0.0181309236630154,532.878629995196,0.0179685185652423,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181309236630154,0.018697410904288,0.018116833244653,0.0186888423261409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +217.1495,-43.8056,9735,519.096623637725,0.0181217402002786,528.50355779013,0.0179594986013648,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181217402002786,0.018691678081354,0.0181054531752464,0.0186833323004077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +217.3995,-43.808,9681,516.217197065928,0.0180690121845656,525.544731889595,0.0179077077603907,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0180690121845656,0.0186497902551183,0.0180861191163146,0.0186467626488572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +217.6495,-43.8,9607,512.271316208282,0.0180617620824051,521.523838843277,0.0179005863099886,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0180617620824051,0.0186560581415258,0.0181027347462923,0.0186829639794853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +217.8995,-43.808,9556,509.551857779363,0.0180521392195376,518.75035885557,0.0178911341247632,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0180521392195376,0.0186007172908056,0.0180327471357857,0.0186030940597839,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +218.1495,-43.8056,9480,505.499331493131,0.0180153174885647,514.606062440237,0.0178549646640161,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0180153174885647,0.0186131001883424,0.0180705775038917,0.0186275268770424,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +218.3995,-43.8184,9424,502.51325949275,0.0179935232420701,511.555243506881,0.0178335558704397,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179935232420701,0.0186018638553921,0.0179873516848888,0.0185494524233329,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +218.6495,-43.8208,9351.5,498.647362706542,0.0179817473185608,507.613913583798,0.017821988025113,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179817473185608,0.018558982339848,0.0179626998205654,0.0185329008356976,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +218.8995,-43.8184,9307.5,496.301163277671,0.017953406010115,505.211459565287,0.0177941469532583,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.017953406010115,0.018539414304234,0.017938207938649,0.018521275339339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +219.1496,-43.816,9240,492.701880062925,0.0179255041018004,501.533809634958,0.0177667367687158,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179255041018004,0.0185212985837634,0.0179331914564445,0.0184990114115816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +219.3996,-43.8184,9176,489.289226348204,0.0179056871558949,498.050286163945,0.0177472686065309,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179056871558949,0.0184904942151995,0.0179012489844297,0.0185015299932795,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +219.6496,-43.832,9103.5,485.423329561996,0.0178983931137212,494.111627141068,0.0177401028460881,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0178983931137212,0.0184819331996184,0.0179003333179032,0.0185003193476985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +219.8996,-43.8344,9055.5,482.863839275954,0.0179012931545855,491.507726416581,0.0177429518895219,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179012931545855,0.0184823153878141,0.0178969897475023,0.0184626097585288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +220.1496,-43.832,8976.5,478.651344846845,0.0178614835027222,487.200767946383,0.0177038415842105,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0178614835027222,0.0184448609446469,0.0178726469574611,0.0184495546972149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +220.3996,-43.832,8927.5,476.038531846511,0.0178383271158216,484.530262897324,0.017681091287943,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0178383271158216,0.0184358413032311,0.0178115924754085,0.0183941118801681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +220.6496,-43.8448,8847,471.746053345963,0.017843687797419,480.163742641533,0.0176863580059847,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.017843687797419,0.0184353826773966,0.0178495528143628,0.0184367580859704,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +220.8996,-43.8368,8786,468.493367774119,0.0178128858482401,476.838586654937,0.0176560955839434,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0178128858482401,0.0183568812220238,0.0178338079929052,0.0183769728574044,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +221.1496,-43.8344,8707,464.28087334501,0.0177614320929069,472.527166548963,0.017605541050129,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0177614320929069,0.0183370838734926,0.0177511696209208,0.0183605159597405,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +221.3996,-43.8392,8651.5,461.321462701775,0.0177589714521736,469.514057388171,0.0176031233482684,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0177589714521736,0.0183452627008782,0.0177648593418342,0.0183621188165536,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +221.6496,-43.8392,8582,457.615534058444,0.0177233361015543,465.726007973854,0.0175681091892255,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0177233361015543,0.0182912212900227,0.0177373314191324,0.0183335522889055,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +221.8997,-43.8448,8543,455.535948201036,0.0177036949157012,463.600617651122,0.0175488098622987,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0177036949157012,0.018270353814544,0.0176999209553469,0.0183204787336342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +222.1497,-43.8504,8460.5,451.136824271902,0.0176815930891147,459.113642026193,0.0175270922772128,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0176815930891147,0.0183055915661766,0.0176506451853149,0.0182158716381232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +222.3997,-43.8552,8413,448.603995343007,0.0176532078406561,456.523294910946,0.017499199816034,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0176532078406561,0.018226402172052,0.0176584069027587,0.0182554372513218,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +223.4997,-43.8656,8128.5,433.433683126784,0.0176142769890546,441.068304077765,0.0174609435652989,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0176142769890546,0.0181925402979234,0.0175938003439436,0.018123655321787,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +224.5997,-43.8712,7864,419.329825196412,0.0175056572766859,426.670469402193,0.0173541982962432,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0175056572766859,0.0180957702468019,0.0175015484824617,0.0180701507808426,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +225.5998,-43.8816,7591,404.772724194552,0.0174119771687693,411.820617626768,0.0172621256674577,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0174119771687693,0.0179960955653938,0.0173974076513905,0.0179854685277417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +226.5998,-43.892,7337.5,391.255416121398,0.0173269971834453,398.034697614541,0.0171785965401892,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0173269971834453,0.0179053640877627,0.0173316981062329,0.0179286819602758,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +227.5998,-43.9,7094,378.271335191168,0.0172466308994961,384.79524128907,0.0170995959251397,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0172466308994961,0.017813103857349,0.0172316769686288,0.0177992735048385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +228.5999,-43.9056,6830,364.194138617941,0.0171237306828718,370.430500963915,0.0169787720878535,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0171237306828718,0.0177293282048773,0.0171580769189282,0.0177555247206316,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +229.5999,-43.908,6589.5,351.370025830589,0.0170937635939417,357.376261986134,0.0169493090741722,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0170937635939417,0.0176392846659981,0.0170647426667072,0.0176312596021425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +230.6,-43.932,6320,336.999554328754,0.0169934924840609,342.726353722372,0.0168507183085476,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0169934924840609,0.0175627705892424,0.0170264251651009,0.0175819328640309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +231.6,-43.9392,6080,324.202102898548,0.0169077655185142,329.683636034966,0.0167664202480983,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0169077655185142,0.0174640131595041,0.016905989997239,0.0174488981661984,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +232.5991,-43.9392,5828.5,310.791440253978,0.0168331553762803,316.023040857391,0.0166930479306112,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0168331553762803,0.0174186856395079,0.0168216492844435,0.0173757539125469,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +233.5991,-43.9472,5573.5,297.194148109385,0.0167268644846058,302.165274350429,0.016588511166775,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0167268644846058,0.0172896589046791,0.0167050901355137,0.0172528994440657,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +234.5991,-43.9608,5327,284.050099036277,0.0166601635447289,288.782420141118,0.0165229054173715,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0166601635447289,0.0172126862020889,0.0166142228686113,0.017170622694778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +235.5992,-43.9576,5090,271.412615748949,0.0165552347934601,275.90591532858,0.0164196908229435,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0165552347934601,0.0171128586454028,0.0165124712292843,0.0170703200858413,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +236.5992,-43.9712,4840,258.081937175818,0.0164667396070884,262.331705232585,0.0163326330463509,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0164667396070884,0.0170477337768754,0.0164640045121427,0.0170396910533289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +237.5992,-43.992,4607,245.65774474566,0.0163940628254308,249.685073246574,0.0162611310708084,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0163940628254308,0.0169570787368833,0.016424931363904,0.016984875098155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +238.5993,-43.992,4370,233.020261458331,0.0163109283206567,236.821038240238,0.0161793341497768,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0163109283206567,0.0168972280654551,0.0163351780619274,0.0168851458572983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +239.5993,-44.0056,4123.5,219.876212385224,0.0162068344296368,223.439709754367,0.0160769056317895,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0162068344296368,0.0167765330332902,0.0162088146841203,0.0167704494574392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +240.5993,-44.0128,3898,207.85194031226,0.0161137694819034,211.201218564818,0.0159853207237593,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0161137694819034,0.0166751767238217,0.0160930203662836,0.0166517879337766,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +241.5994,-44.0208,3678,196.120943167905,0.0160192105737248,199.262645854429,0.0158922570225402,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0160192105737248,0.0165878085023116,0.0160299201746344,0.0165852669031762,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +242.5994,-44.0344,3449.5,183.936702952063,0.0159496974730099,186.870437718331,0.0158238375694011,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0159496974730099,0.0165248238876795,0.0159345320068553,0.016523374774407,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +243.5995,-44.0392,3214.5,171.40586509332,0.0158788661719021,174.127595886216,0.0157541158395229,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0158788661719021,0.0164168939412469,0.0158262301723818,0.0163677617127814,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +244.5995,-44.0472,2974,158.581752305967,0.0157406748307213,161.077936103101,0.0156180752683384,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0157406748307213,0.0163125565638529,0.0157296946330514,0.0163133802794282,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +245.5996,-44.0656,2739.5,146.07757580437,0.0156672510688409,148.366209860025,0.0155457867230627,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0156672510688409,0.0162078369982633,0.0157157323341074,0.0162836924060492,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +246.5996,-44.0632,2530,134.906467160087,0.0155804695429799,137.008373262826,0.0154603402016629,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0155804695429799,0.0161509673947607,0.0155688624473936,0.0161438472928243,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +247.5996,-44.0816,2302,122.748888301391,0.0154958850177737,124.650990960569,0.0153770498565558,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0154958850177737,0.0160516749015483,0.0154960136282223,0.0160563591068494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +248.5997,-44.0872,2073.5,110.564648085549,0.0154053685907998,112.267937242419,0.0152879106855862,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0154053685907998,0.0159602554851649,0.0154388144576757,0.0159993721324978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +249.5997,-44.0976,1846.5,98.4603919411462,0.0153087005619928,99.9676925985897,0.0151927047377391,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0153087005619928,0.0158732694518504,0.0153279206004333,0.0158882647090713,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +250.5997,-44.1024,1626,86.7027334396446,0.0152402859616054,88.0241078909176,0.0151253194139993,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0152402859616054,0.0157891116111831,0.0152477379585193,0.015808734558202,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +251.5998,-44.1104,1409,75.1317044381668,0.0151606227178656,76.270747863304,0.0150468489568199,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0151606227178656,0.0156931059364528,0.0151575332122856,0.015702581761918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +252.5998,-44.1264,1197,63.8272890081517,0.0150369755210187,64.7870583905403,0.0149250409149751,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0150369755210187,0.0155850995523811,0.0149965252014398,0.0155132614607977,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +253.5999,-44.1288,971.5,51.8030169351874,0.0149465909140841,52.577295437433,0.0148359913202012,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0149465909140841,0.0155014767751878,0.0149550708105854,0.0155102303822514,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +254.5999,-44.1496,774.5,41.2984422195601,0.0148724641119944,41.9126518193518,0.0147629534777994,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0148724641119944,0.0154095987329697,0.0148339257757582,0.015364087469613,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +255.5999,-44.1472,590.5,31.4870627897356,0.0147604170786044,31.9518249690923,0.0146525423442962,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0147604170786044,0.0153340783455226,0.0147986204085025,0.0153271875401314,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +256.6,-44.168,312.5,16.6633482164139,0.0146798750346027,16.9079640858889,0.0145731686920069,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0146798750346027,0.015206427488198,0.0146777781903536,0.0151737393479409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +257.6,-44.1712,89,4.74572157203467,0.0145529762767869,4.81478594548873,0.0144480980202018,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0145529762767869,0.0150851209549202,0.0145260417502589,0.0150779842861975,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +258.5991,-44.1656,-103.5,-5.51890092927627,0.0144650083705726,-5.59873187741461,0.0143613881862477,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0144650083705726,0.0150445325685493,0.0144942777210703,0.0150634530401864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +259.5991,-44.1864,-304,-16.2101051449274,0.0143638584604299,-16.4429448008578,0.014261675576791,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0143638584604299,0.0148962435486633,0.0143273230492145,0.0148462800292222,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +260.5991,-44.1896,-511,-27.2479070034799,0.0142483841060185,-27.6361456485506,0.0141478299121409,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0142483841060185,0.0148256916077587,0.0142827531969188,0.014834877381302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +261.5992,-44.208,-717,-38.23238614774,0.0141744330639811,-38.7743085460674,0.0140749150923663,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0141744330639811,0.014695900496539,0.0142037992981098,0.0147277477387765,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +262.5992,-44.216,-919,-49.0035744348299,0.0140408114841619,-49.6916243855194,0.0139431523710559,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0140408114841619,0.0145785687204951,0.0140628834335742,0.0145942462454047,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +263.5993,-44.2264,-1114.5,-59.4281650790184,0.0139616755205794,-60.2578818366351,0.0138651091101331,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0139616755205794,0.0145328590123034,0.0140293765601303,0.0145477175895755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +264.5993,-44.2288,-1295.5,-69.0795763659653,0.01386483173172,-70.0373530683779,0.0137695942437611,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.01386483173172,0.0144165973632072,0.0138538477505234,0.014398407255746,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +265.5993,-44.2448,-1491,-79.5041670101538,0.0137704925236068,-80.5989785475627,0.0136765408163989,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0137704925236068,0.0142838251840618,0.0137800778221855,0.0142910073220047,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +266.5994,-44.2392,-1683.5,-89.7687895114648,0.0136772957558342,-90.9965837952563,0.0135846057556027,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0136772957558342,0.0141960747743562,0.0136033566380903,0.0141364714987699,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +267.5994,-44.2608,-1882.5,-100.380009655677,0.0135578668002443,-101.740948455996,0.0134667812841906,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0135578668002443,0.0141152801898099,0.0135642486507779,0.0141144652770012,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +268.5994,-44.2608,-2058,-109.738146014015,0.0134611108914112,-111.215343366528,0.0133713150749725,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0134611108914112,0.0139945087200059,0.0134474499633818,0.0139565080973481,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +269.5995,-44.2792,-2247.5,-119.842800372449,0.0133737142053669,-121.445543734201,0.0132850755008186,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0133737142053669,0.0139008726120881,0.0133407638522351,0.01385595076216,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +270.5995,-44.2816,-2440,-130.107422873759,0.0132823629181442,-131.835556882713,0.0131949257331143,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0132823629181442,0.013801045055402,0.0132679184525662,0.0137950482991593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +271.5996,-44.2976,-2629,-140.185415875047,0.0131876282499133,-142.034129025667,0.0131014285002781,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0131876282499133,0.0137219320989164,0.013171475457129,0.0136997506856369,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +272.5996,-44.3,-2828,-150.796636019259,0.0130645962132497,-152.766733179167,0.0129799904726432,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0130645962132497,0.0136046003228725,0.0130464468170934,0.0135720917670967,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +273.5996,-44.3184,-3002,-160.074788306158,0.0129648963235392,-162.15014134056,0.0128815714810557,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0129648963235392,0.0134534066727001,0.0129758176339529,0.0134305833153468,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +274.5997,-44.3232,-3181,-169.61955416452,0.0129072909663727,-171.808883103708,0.0128247017954523,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0129072909663727,0.013459215933273,0.0128954293816113,0.0134315404625569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +275.5997,-44.3232,-3365.5,-179.457594951491,0.0127361446153711,-181.74319283312,0.0126557220545931,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0127361446153711,0.0132517641807109,0.0127304683265218,0.0132523096461614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +276.5997,-44.3392,-3564.5,-190.068815095703,0.0126364447256606,-192.470609171732,0.0125572711420887,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0126364447256606,0.013185645622875,0.0126421205645558,0.013139502759541,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +277.5998,-44.3448,-3737,-199.266983311164,0.0125294507937765,-201.763689173386,0.0124516067792626,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0125294507937765,0.0130764926742167,0.0125647561157262,0.0130828113255393,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +278.5998,-44.368,-3917.5,-208.891733240964,0.0123963125541012,-211.481220456187,0.0123201074005919,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0123963125541012,0.0129294266565565,0.012380235767849,0.0128918443367548,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +279.5999,-44.3576,-4087,-217.929933313547,0.0123253494329542,-220.615995893537,0.0122500107324836,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0123253494329542,0.0128062856199399,0.0123134331797179,0.0128082702855323,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +280.5999,-44.368,-4258.5,-227.074778814715,0.0121930021135147,-229.843502072729,0.0121192662326602,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0121930021135147,0.012732829048749,0.0122191158384028,0.0127046510692277,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +281.5999,-44.3816,-4437.5,-236.619544673077,0.0120891718625732,-239.480079014674,0.0120166814721291,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0120891718625732,0.0126098408874104,0.0120482438227412,0.0125723088786574,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +282.6,-44.3896,-4616.5,-246.164310531439,0.0119618337046265,-249.10888707803,0.011890856423487,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0119618337046265,0.0125145231514321,0.0119240471185049,0.0124327615281052,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +283.5997,-44.4,-4773,-254.509315318219,0.0118450411498223,-257.523988631176,0.0117754377475402,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0118450411498223,0.012355685737348,0.0118958714140056,0.0123771993193617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +284.5991,-44.4128,-4947,-263.787467605118,0.0117522398421677,-266.887561191771,0.0116837186010564,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0117522398421677,0.0122614381283174,0.0117395037345038,0.0122339820821915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +285.5991,-44.416,-5105,-272.212456463337,0.011645070150231,-275.382389614619,0.0115777881527875,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.011645070150231,0.0121399022821221,0.0116550946670648,0.0121281976705757,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +286.5991,-44.4344,-5271,-281.064027035896,0.0115400095789228,-284.307508600181,0.0114739315432709,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0115400095789228,0.0120423678546095,0.0115898644334023,0.0120792094595788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +287.5992,-44.4312,-5443.5,-290.262195251356,0.0114343777874446,-293.581162849273,0.0113694993841354,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0114343777874446,0.0119507191253087,0.0114456448996588,0.0119685493875987,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +288.5992,-44.4472,-5621,-299.726977038279,0.0113194307131904,-303.119715787738,0.0112558453409246,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0113194307131904,0.0118332344739868,0.011315075692433,0.0118299064141697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +289.5993,-44.4496,-5772,-307.778706896451,0.011203912418766,-311.22703257288,0.0111416134879848,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.011203912418766,0.0117033669251278,0.0112089058245866,0.0116999851393647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +290.5993,-44.46,-5946.5,-317.083520540496,0.0110862762157104,-320.598796032658,0.0110252739004723,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0110862762157104,0.0116036922437199,0.0110927022558247,0.0115637376578314,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +291.5993,-44.4712,-6102.5,-325.40186397013,0.0109598432220334,-328.9682173834,0.010900219389968,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0109598432220334,0.0114881185333756,0.0110234267380361,0.0115047089312278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +292.5994,-44.4784,-6252.5,-333.400271114009,0.0108462055601692,-337.016398988328,0.0107878073590985,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0108462055601692,0.0113674999388499,0.0108619851683645,0.011357616001293,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +293.5994,-44.492,-6416.5,-342.145196257983,0.0107727290702734,-345.831033759966,0.0107151166173672,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0107727290702734,0.0112900686104249,0.0107810616802657,0.0112770614371059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +294.5994,-44.5,-6581.5,-350.943444116249,0.0106312993501272,-354.674428925613,0.0105751844530017,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0106312993501272,0.0111205299268645,0.0106518629780159,0.0111004512404008,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +295.5995,-44.508,-6729.5,-358.835205831543,0.0105149813474645,-362.608351327675,0.0104600834294865,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0105149813474645,0.0110122177922364,0.0104934394107084,0.0109785779724372,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +296.5995,-44.5232,-6893.5,-367.580130975517,0.0104034791702368,-371.404243211514,0.010349735407516,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0104034791702368,0.0109056637233079,0.0104034324467553,0.0108724220234898,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +297.5996,-44.5288,-7038.5,-375.311924547933,0.0102745811418252,-379.168097370195,0.0102221564219091,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0102745811418252,0.0108020907223051,0.0102964170579898,0.0107837123692168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +298.5996,-44.5312,-7194.5,-383.630267977567,0.0101881906820809,-387.53876629914,0.0101366409043735,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0101881906820809,0.0106773444952669,0.010202397750986,0.0107124413240194,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +299.5996,-44.5496,-7365.5,-392.748452121588,0.0100446562353077,-396.693475310099,0.00999454397011778,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0100446562353077,0.0105411326223614,0.0100334163497019,0.0104977912583091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +300.5997,-44.5496,-7503.5,-400.106986693957,0.00993807094554526,-404.08327831353,0.00988901307777193,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00993807094554526,0.0104277756035516,0.00996252895946866,0.010397744862643,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +301.5997,-44.5656,-7648,-407.812118909226,0.00983701330943006,-411.823772150683,0.00978894487019057,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00983701330943006,0.0103091443876427,0.00982326720765657,0.0103274534273986,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +302.5998,-44.5712,-7797.5,-415.783864695959,0.00972235623926222,-419.82626354707,0.00967539825005175,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00972235623926222,0.0102104633955435,0.00971902956359727,0.0101835575385663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +303.5998,-44.584,-7947.5,-423.782271839837,0.00960722461695304,-427.853643314085,0.00956136869932799,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00960722461695304,0.0101043068023384,0.00962520601540578,0.0101116992993195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +304.5998,-44.5968,-8099,-431.860663055155,0.00948592821080667,-435.957262301968,0.00944121930837753,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00948592821080667,0.00997372073967175,0.00950747834911601,0.00998155166954125,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +305.5999,-44.5944,-8240.5,-439.405827127547,0.00937263767504611,-443.524218737517,0.00932898704229029,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00937263767504611,0.00985719920260262,0.00941982838563685,0.00989051730528226,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +306.5999,-44.6128,-8381.5,-446.924329842793,0.00923730243471633,-451.052705042984,0.00919489948248651,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00923730243471633,0.00972837120563556,0.00925260709668469,0.00971217737526814,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +307.5999,-44.6184,-8519.5,-454.282864415161,0.00911978047569453,-458.425824412497,0.00907844639284287,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00911978047569453,0.00961843859305814,0.00915695258442487,0.00963104466937581,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +308.6,-44.6288,-8669,-462.254610201894,0.00901715418111211,-466.422831293014,0.0089767423975306,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00901715418111211,0.00949186550644517,0.00902652096794802,0.00947130597313433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +309.5991,-44.6448,-8824,-470.519630917235,0.00890885962484019,-474.711424259808,0.00886940986339894,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00890885962484019,0.00941853123547686,0.00887817623097569,0.00936793067549957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +310.5991,-44.6472,-8950,-477.238292918093,0.00875596595527794,-481.416975163439,0.0087178547905082,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00875596595527794,0.00925979319032362,0.00879266620020965,0.00924737629713583,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +311.5991,-44.6552,-9093.5,-484.89010241907,0.00863883066837151,-489.078985906638,0.00860172949145029,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00863883066837151,0.00912290102242991,0.00867386836699799,0.00910217805179245,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +312.5992,-44.6656,-9238,-492.59523463434,0.00851207251859772,-496.788240993863,0.00847604910755784,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00851207251859772,0.00900758720005867,0.00852112354865198,0.00898441497490384,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +313.5992,-44.6736,-9384.5,-500.407012278195,0.00840797862757767,-504.61442374252,0.00837282846571512,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00840797862757767,0.00888000513660924,0.00840605133886691,0.00885529036277488,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +314.5993,-44.6816,-9524.5,-507.872192279148,0.00827877301907435,-512.076750881727,0.00824469194815763,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00827877301907435,0.00874030006359617,0.00828504750279231,0.00870360853299827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +315.5993,-44.6864,-9659,-515.044097351493,0.00813704890084065,-519.235036357731,0.00810412161844043,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00813704890084065,0.00861722782085464,0.00815718682336718,0.00861179278815705,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +316.5993,-44.7024,-9790.5,-522.05603428096,0.00804047314606113,-526.253611805335,0.0080083207737258,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00804047314606113,0.0085263740430007,0.00799105663093488,0.00844591223985442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +317.5994,-44.7024,-9922,-529.067971210427,0.0078797845181759,-533.236912819034,0.00784890114627327,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0078797845181759,0.0083319319766163,0.00793182707834431,0.00831976087997673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +318.5994,-44.7312,-10050.5,-535.919939997016,0.0077792805262256,-540.089011549851,0.0077491779403238,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0077792805262256,0.00826469742924934,0.00781638883227401,0.00826668864584137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +319.5994,-44.7368,-10192,-543.465104069408,0.0076677783489981,-547.632274027827,0.0076385303528813,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0076677783489981,0.00814603563828477,0.00766634333118852,0.00810553967776787,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +320.5995,-44.7288,-10327,-550.663670498899,0.0075550142145944,-554.823942356979,0.00752661802741789,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0075550142145944,0.00799677586038209,0.00754592716735263,0.00794959599820175,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +321.5995,-44.7448,-10451.5,-557.302348428318,0.00742981373828458,-561.443001073049,0.00740234862872666,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00742981373828458,0.00788305194090445,0.00742042846655471,0.00787163182019617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +322.5996,-44.7472,-10574.5,-563.861042286299,0.00731216655022571,-567.98408813868,0.0072855622716213,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00731216655022571,0.00777658959714315,0.00730249085462239,0.00773511073413983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +323.5996,-44.7656,-10696.5,-570.366413429987,0.00717449414059934,-574.458503921135,0.00714887989736959,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00717449414059934,0.00762783430765841,0.00718197859044551,0.00757032312147182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +324.5996,-44.7632,-10834.5,-577.724948002355,0.00706506812899045,-581.806614119809,0.00704022746717589,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00706506812899045,0.00748367292028477,0.00710871632844744,0.00753932417825983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +325.5997,-44.784,-10969,-584.8968530747,0.00691984243111313,-588.944247136431,0.00689601020182542,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00691984243111313,0.00736237403077069,0.00693322786246959,0.00734745881409996,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +326.5997,-44.7944,-11089.5,-591.322240146949,0.00678185936559424,-595.332504419374,0.0067589660054463,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00678185936559424,0.00723397408458281,0.00682752702760672,0.00723034484911135,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +327.5998,-44.7944,-11216,-598.067563504953,0.00665326496267305,-602.046665470532,0.00663122967906353,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00665326496267305,0.0071412628720985,0.00669327290808123,0.00711094551379561,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +328.5998,-44.8,-11329.5,-604.119691577155,0.0065639041580436,-608.085075332654,0.00654245554574216,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0065639041580436,0.00698908317638138,0.00657070453028196,0.00697620135448998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +329.5998,-44.8152,-11454,-610.758369506574,0.00641549676381824,-614.676687849618,0.00639500506072833,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00641549676381824,0.00684658430765853,0.00642392644792977,0.00682857179547204,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +330.5999,-44.8256,-11572.5,-617.077111150238,0.00629238124112975,-620.95999558877,0.00627266686730506,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00629238124112975,0.00671375480028381,0.00629782321141451,0.00667756876994739,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +331.5999,-44.8416,-11703,-624.035725365413,0.00617848433318842,-627.891320317933,0.0061594757548162,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00617848433318842,0.00661247582277479,0.00615840085743417,0.0065787180987254,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +332.6,-44.8448,-11814.5,-629.981208009029,0.00602829736843271,-633.778922067432,0.00601019987879748,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00602829736843271,0.00645276001027316,0.00606485203203366,0.0064698022541636,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +333.6,-44.852,-11939.5,-636.646547295595,0.00590471168760408,-640.405761604284,0.00588734719888443,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00590471168760408,0.00633293789594693,0.00592559037987613,0.00634702301274244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +334.6,-44.8552,-12054.5,-642.778659439235,0.00578589789219767,-646.497711130034,0.00576922387019878,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00578589789219767,0.00622881148643696,0.0058002504936728,0.00620076355165591,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +335.5988,-44.8736,-12166,-648.724142082851,0.00564442862603992,-652.385819200827,0.00562855852919658,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00564442862603992,0.00609506090551085,0.00568772097759174,0.00609818956827476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +336.5991,-44.8864,-12296.5,-655.682756298026,0.00550700623508783,-659.293605325199,0.00549189811786817,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00550700623508783,0.00595751137392065,0.00550515645530684,0.00590138005999008,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +337.5991,-44.8864,-12421.5,-662.348095584591,0.00538668090323095,-665.915953422368,0.00537222462864285,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00538668090323095,0.00579908672308793,0.00541509205281937,0.00580574592463004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +338.5991,-44.8864,-12526,-667.92031922816,0.00525381069763569,-671.429446146489,0.00524005758401817,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00525381069763569,0.00563723766602255,0.00526546642772049,0.00564352032676983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +339.5992,-44.9104,-12643,-674.159076800385,0.00514845133423857,-677.629951998827,0.00513524337296865,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00514845133423857,0.00554120141623651,0.00512516947613966,0.00552594802375122,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +340.5992,-44.9024,-12760,-680.397834372611,0.00500632296788436,-683.804125678129,0.00499383300158022,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00500632296788436,0.00541598891959983,0.00501509903340687,0.00538135025142307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +341.5993,-44.9312,-12868,-686.156687516204,0.00487142273368399,-689.49924680264,0.00485959574790502,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00487142273368399,0.00527441876819223,0.00483941262523646,0.00518985776375042,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +342.5993,-44.9208,-12978.5,-692.048847445527,0.00472648660049304,-695.319807049865,0.00471535183446444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00472648660049304,0.00516518938189462,0.00473104624060209,0.0051260258632007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +343.5993,-44.9416,-13085,-697.727716517681,0.00460065119099408,-700.937718367668,0.00459010054282891,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00460065119099408,0.00497593743120605,0.00460032483616845,0.00496683412652548,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +347.7996,-44.952,-12990,-692.662058659891,0.00441432795946974,-695.719696151897,0.00440461339216819,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00441432795946974,0.00480510695154475,0.00444720094414377,0.00478274780666101,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +348.0495,-44.9496,-12986.5,-692.475429159868,0.00439512177974633,-695.518943000508,0.00438549143938529,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00439512177974633,0.00479751669398031,0.00435303597361282,0.00473049642226171,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +348.2996,-44.9496,-12980,-692.128831516966,0.00439446267955003,-695.170365836508,0.004384835223123,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00439446267955003,0.00479190617126931,0.00439724415045918,0.00477685574916827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +348.5496,-44.9552,-12970.5,-691.622265731187,0.00439746817644551,-694.663652634861,0.0043878275657837,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00439746817644551,0.00479910659687405,0.00444564451178517,0.00479821011197401,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +348.7996,-44.9552,-12974,-691.808895231211,0.00442241731588046,-694.868362868762,0.0044126671640138,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00442241731588046,0.00480892118973656,0.00440792598830893,0.00477480132007781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +349.0496,-44.9552,-12965,-691.328990802578,0.00440162490168439,-694.371961703751,0.00439196608342166,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00440162490168439,0.00479409228774793,0.00445109298648051,0.00478665081484436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +349.2996,-44.9496,-12963.5,-691.24900673114,0.00437864427483611,-694.275740236949,0.00436908590364094,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00437864427483611,0.00478006598097002,0.00437971754341301,0.00474437451618509,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +349.5496,-44.9576,-12962,-691.169022659701,0.00437512467978736,-694.192973308644,0.00436558164632166,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00437512467978736,0.00475003363256132,0.00436969735406526,0.00470638966747875,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +349.7996,-44.9472,-12927.5,-689.329389016609,0.00440430963648428,-692.365409087367,0.00439463904924045,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00440430963648428,0.00479646949832453,0.00442747050395494,0.00476630337164207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +350.0496,-44.9496,-12768,-680.824416086951,0.00444644810904162,-683.85166652445,0.00443659186470074,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00444644810904162,0.00483790634248949,0.0044673950222747,0.00481758274704932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +350.2996,-44.9392,-12684,-676.345308086379,0.00445799115048147,-679.360449484498,0.00444808374177995,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00445799115048147,0.00487014773866896,0.0044508591620319,0.00478980231804111,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +350.5497,-44.944,-12575.5,-670.55979358564,0.00447892417271952,-673.563180054384,0.00446892364180781,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00447892417271952,0.00487113378421354,0.00446862903899388,0.00481939344054164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +350.7997,-44.944,-12503,-666.693896799432,0.00452487224441199,-669.710601508579,0.00451466578702676,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00452487224441199,0.00493878109483153,0.00447645248930502,0.00486017587382412,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +351.0496,-44.9368,-12403,-661.36162537018,0.00454767711120787,-664.369284496107,0.00453736767183838,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00454767711120787,0.00494372661008245,0.00457138096842093,0.00493312897572628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +351.2997,-44.9392,-12342,-658.108939798336,0.00457729268003331,-661.121297031139,0.00456684873376629,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00457729268003331,0.00497756555291925,0.00454948127286343,0.00491765922278683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +351.5497,-44.9312,-12255,-653.469863654886,0.00457292943673312,-656.458135230411,0.00456250536187484,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00457292943673312,0.00496529731184106,0.004608629125158,0.00498949876147204,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +351.7997,-44.9312,-12179.5,-649.4439987258,0.00458258305760985,-652.420129791227,0.00457211499220631,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00458258305760985,0.00500572517916985,0.00460564719678115,0.00497861726024604,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +352.7997,-44.9232,-11858.5,-632.3274074379,0.00469531994920551,-635.296386928473,0.0046843313178278,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00469531994920551,0.00510549158574464,0.00470369981336013,0.00512348057460453,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +353.0498,-44.9232,-11753.5,-626.728522437185,0.00469623390147778,-629.671786171278,0.00468524099844286,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00469623390147778,0.00511995358706557,0.00469098381208639,0.0050581740853813,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +353.2998,-44.9152,-11689.5,-623.315868722464,0.00473450565288277,-626.266961226462,0.0047233331313601,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00473450565288277,0.00513498887067979,0.0047748653169523,0.00512907638073047,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +353.5498,-44.9152,-11599,-618.49016307899,0.00476421788973705,-621.436784978557,0.00475290492108906,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00476421788973705,0.00514354988626082,0.00473655678813595,0.00509159605995593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +353.7998,-44.9128,-11539.5,-615.317461578585,0.00478654820439143,-618.262708269435,0.00477512910674482,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00478654820439143,0.00516978328400557,0.00483877742553923,0.00517255511280022,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +354.0498,-44.9128,-11439.5,-609.985190149332,0.0047727554342811,-612.896500280448,0.00476140194767516,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0047727554342811,0.00517239745126336,0.00476805454780951,0.00516210971588501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +354.2998,-44.9256,-11380.5,-606.839150006074,0.00481694590544988,-609.762261364962,0.00480538154325772,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00481694590544988,0.00521661662549222,0.00482671610869178,0.0051957160780354,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +354.5498,-44.9104,-11286.5,-601.826814862576,0.0048383930258412,-604.738689526371,0.00482672562149496,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0048383930258412,0.0052398001614363,0.00478833217995737,0.00516660123563958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +354.7998,-44.9,-11220.5,-598.30751571927,0.00483681557937111,-601.201418832556,0.00482515576934856,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00483681557937111,0.0052234119316098,0.00481451104479136,0.00517501587547986,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +355.0498,-44.9048,-11119,-592.895260218578,0.00490635504409398,-595.804214869171,0.00489435810899771,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00490635504409398,0.00528646534011683,0.00486530997657161,0.00523771130654511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +355.2999,-44.9184,-11051.5,-589.295977003833,0.00492288088301854,-592.197010903465,0.00491080312694212,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00492288088301854,0.00530464221069879,0.00490900813643745,0.00526364364979584,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +355.5499,-44.8968,-10961,-584.47027136036,0.00489868751180906,-587.333408579697,0.00488672798356509,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00489868751180906,0.00530628561993986,0.00491042248269301,0.00530207690518001,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +355.7998,-44.9024,-10890.5,-580.711020002737,0.00496792818444268,-583.595950646025,0.00495562874754627,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00496792818444268,0.0053555955409339,0.00498333053423184,0.00532769654950678,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +356.0498,-44.892,-10808.5,-576.33855743075,0.00495975973600856,-579.197058202204,0.00494750064574118,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00495975973600856,0.00534348017513397,0.0050077958618593,0.00533658550332693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +356.2999,-44.8864,-10752,-573.325824073222,0.00497167187355834,-576.176211947152,0.0049593539232836,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00497167187355834,0.00535531272166912,0.00497138424190659,0.00530550091666172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +356.5499,-44.884,-10658.5,-568.340150286871,0.00500177078252769,-571.182857445113,0.00498930348215109,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00500177078252769,0.00539885924467378,0.00503337000047681,0.00538673871146005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +356.7999,-44.8816,-10589.5,-564.660883000687,0.00502595975973612,-567.498845876546,0.00501337178413737,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00502595975973612,0.00540642657094635,0.0050130994819035,0.00536559429148195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +357.0499,-44.8888,-10487.5,-559.221966142849,0.00504388728507853,-562.042618707414,0.0050312094979552,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00504388728507853,0.00545617218648329,0.00503134563427857,0.00537074307521864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +357.2999,-44.8864,-10426.5,-555.969280571005,0.00506798398825933,-558.786923982903,0.0050551849826298,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00506798398825933,0.00546056735073253,0.00506995850995266,0.00542117804842578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +357.5499,-44.8816,-10323.5,-550.477040998875,0.00507726851302597,-553.271960746282,0.00506442264817193,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00507726851302597,0.00546960992344005,0.0050801449737655,0.00540085103585484,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +357.7999,-44.8784,-10270.5,-547.650937141372,0.00510647983373106,-550.447505607808,0.00509348598203986,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00510647983373106,0.00550714080424627,0.00512584330885324,0.0054759159967692,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +358.0499,-44.876,-10169,-542.23868164068,0.00511530298836044,-545.012396789281,0.00510226427178362,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00511530298836044,0.0055211518234963,0.00514392660569099,0.00550665098801775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +358.3,-44.8736,-10108,-538.985996068836,0.00514013348975974,-541.756456037741,0.00512696809891936,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00514013348975974,0.00555070261477865,0.00519128453880801,0.0055447141217652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +358.5499,-44.8704,-10007.5,-533.627063282438,0.00517892373331937,-536.390677145213,0.00516555923043642,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00517892373331937,0.00553151447423142,0.00515803702084252,0.00554623874571683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +358.8,-44.8704,-9947,-530.40103906774,0.00519725990078349,-533.157671119421,0.00518380075917511,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00519725990078349,0.00557919933101781,0.00516946781189699,0.00553315828000042,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +359.05,-44.8552,-9854.5,-525.468687995681,0.00522865504013928,-528.216182499605,0.00521503308574335,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00522865504013928,0.00559996285130737,0.00518955233388017,0.00552309456581915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +359.3,-44.868,-9795.5,-522.322647852422,0.0052879784518178,-525.084678759162,0.00527404618785608,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0052879784518178,0.00567191512976058,0.00528975512485095,0.00563853850179918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +359.55,-44.868,-9708.5,-517.683571708973,0.00528706010554402,-520.420595868251,0.00527313267181584,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00528706010554402,0.00570003653719158,0.00529187057966481,0.00564138862042011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +359.8,-44.8496,-9649.5,-514.537531565714,0.00524671438552095,-517.23716303447,0.00523299833481521,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00524671438552095,0.00564375703226275,0.00524893544712842,0.00560606866215155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +360.05,-44.868,-9565.5,-510.058423565142,0.0052881058778557,-512.755666512847,0.00527417294360428,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0052881058778557,0.00568703296602508,0.00527991607679973,0.00566402873958523,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +360.3,-44.8552,-9506.5,-506.912383421883,0.00532661051133,-509.612508251741,0.00531247429807579,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00532661051133,0.00573471782281148,0.00532279349853238,0.00564943505951488,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +360.55,-44.8472,-9422.5,-502.433275421311,0.00537172372277376,-505.132208166003,0.00535734747540239,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00537172372277376,0.00573151279260318,0.00531386576224354,0.00566527230615129,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +360.8,-44.8448,-9356.5,-498.913976278004,0.00535819898674332,-501.587256640169,0.0053438949118553,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00535819898674332,0.00577820319570494,0.00541660261024962,0.00579860584274612,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +361.0499,-44.8496,-9266,-494.088270634531,0.00540199839179567,-496.757334677904,0.00538745993280252,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00540199839179567,0.00579520162720449,0.00539878028642165,0.00573895529507842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +361.3001,-44.8496,-9202,-490.675616919809,0.00539992442317758,-493.325228167472,0.00538539710543534,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00539992442317758,0.00580251594489156,0.00538327959751015,0.00576303457176466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +361.5491,-44.8368,-9108,-485.663281776312,0.00540034624730322,-488.286031657506,0.00538581666388854,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00540034624730322,0.00579815494826699,0.00542575664039567,0.00576699954422104,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +361.7991,-44.8448,-9044.5,-482.277289418737,0.00546338259008804,-484.912154765342,0.00544851245167524,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00546338259008804,0.00585762954651075,0.00545248336764321,0.00580658586836018,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +362.0491,-44.8368,-8956.5,-477.584890560994,0.0054821889156923,-480.20310115433,0.00546721641449888,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0054821889156923,0.00587438849888709,0.00547369836526336,0.00580079459611398,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +362.2991,-44.8256,-8893,-474.198898203419,0.00548511092656317,-476.799931761319,0.00547012248947191,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00548511092656317,0.0058959041655456,0.00550518566586768,0.0058779746865294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +362.5491,-44.8472,-8802.5,-469.373192559946,0.00551232297667222,-471.960529193928,0.00549718572650237,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00551232297667222,0.00594013939167865,0.00554538363173815,0.00591812911561108,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +362.7991,-44.8336,-8736.5,-465.853893416639,0.00551661152195037,-468.423828372607,0.00550145075243457,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00551661152195037,0.00593978089915127,0.00553941440642636,0.00590392273859801,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +363.0491,-44.8256,-8644.5,-460.948203701727,0.00557310080278398,-463.517114505819,0.00555762853555618,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00557310080278398,0.00596340700902579,0.00557231997219331,0.00592620458124201,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +363.2992,-44.8288,-8585.5,-457.802163558468,0.00557103562216878,-460.352595719558,0.00555557479850393,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00557103562216878,0.00595299543820167,0.00555126814143301,0.0059037241989951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +363.5491,-44.8392,-8496.5,-453.056441986433,0.00561353879683469,-455.59969190068,0.00559784160505463,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00561353879683469,0.00604420388670112,0.00564031547154851,0.00600991067065501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +363.7992,-44.8184,-8429.5,-449.483820128834,0.00563681821577191,-452.017478713831,0.00562099080560749,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00563681821577191,0.00603850469632861,0.00561458951421591,0.0059831568219895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +364.0491,-44.8256,-8337.5,-444.578130413922,0.00565425361296769,-447.091887914061,0.00563832832322534,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00565425361296769,0.00605844727637402,0.00566651245994164,0.00602581953464853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +364.2992,-44.8184,-8276.5,-441.325444842078,0.00566026592495947,-443.823464219335,0.00564430681334532,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00566026592495947,0.00608283088325213,0.00567205765904357,0.00602299668137972,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +364.5492,-44.8184,-8181,-436.233125627142,0.00568660664460889,-438.713811817932,0.00567049893367046,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00568660664460889,0.00608091229851042,0.00570650337623627,0.00605496265104618,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +364.7992,-44.8104,-8133,-433.673635341101,0.00570102424170528,-436.146019249169,0.00568483490439562,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00570102424170528,0.00611311547587015,0.00570130905167961,0.00609078438911412,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +365.0492,-44.8128,-8044.5,-428.954575126212,0.00572966258463968,-431.412340105823,0.00571331049952691,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00572966258463968,0.00612810489690091,0.00572077546586868,0.00610322934226532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +365.2992,-44.8152,-7990.5,-426.075148554416,0.0057393104933147,-428.520526125455,0.00572290339785573,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0057393104933147,0.00614485238363125,0.00576299819530362,0.00611292760861386,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +365.5492,-44.8184,-7901.5,-421.329426982381,0.00575825435115977,-423.755548988574,0.00574173897407189,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00575825435115977,0.00615485042682776,0.00577359724591206,0.00610354732961642,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +366.5493,-44.8,-7607.5,-405.652548980379,0.00585573922481034,-408.027944523088,0.00583866102177906,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00585573922481034,0.00625343969376025,0.00586130743959363,0.00619233415876742,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +366.7993,-44.8024,-7562.5,-403.253026837215,0.00586997517389272,-405.620112093546,0.00585281399400641,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00586997517389272,0.00629893537656234,0.00589935063973971,0.00626862948943791,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +367.7993,-44.792,-7260.5,-387.149567120873,0.005957123774623,-389.455865011504,0.00593945026690521,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.005957123774623,0.00636818787760193,0.00596373147213173,0.00632518191312547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +368.0493,-44.7968,-7176.5,-382.670459120301,0.00597673332366674,-384.957578405308,0.0059589435012132,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00597673332366674,0.00637486852726071,0.00598242122423304,0.00634820192820828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +369.0493,-44.7784,-6878.5,-366.780290261129,0.00606732444866284,-369.005665283518,0.00604899234950504,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00606732444866284,0.00646657076290884,0.00608191694114489,0.00645919914371261,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +369.2994,-44.7736,-6818,-363.554266046431,0.00608305980675184,-365.765788389791,0.00606463268952377,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00608305980675184,0.00648409026979432,0.00610073192644934,0.0064739403743926,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +369.5494,-44.7704,-6731,-358.915189902981,0.00610601231199175,-361.106730471489,0.00608744615726297,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00610601231199175,0.00652444169948391,0.00614641563400943,0.00652812729414319,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +369.7994,-44.768,-6673.5,-355.849133831161,0.00611251763093034,-358.024267935655,0.00609391197480877,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00611251763093034,0.00651460417532966,0.00613737643358531,0.00652044571961588,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +370.0494,-44.768,-6585,-351.130073616273,0.00614417157696312,-353.287477034403,0.00612537311612873,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00614417157696312,0.00654031779712832,0.00616253527395844,0.00653782607598233,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +370.2994,-44.7632,-6517,-347.504129044381,0.00616619431152599,-349.646907028126,0.00614726112598751,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00616619431152599,0.0065828859183524,0.00619630481445002,0.00655571154074788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +370.5494,-44.76,-6435,-343.131666472394,0.00619784430295774,-345.258343116604,0.00617871665871119,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00619784430295774,0.00658023353227515,0.00616800025746361,0.00653403025785753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +370.7994,-44.76,-6377.5,-340.065610400574,0.00620063009978783,-342.174231460326,0.00618148529212603,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00620063009978783,0.00664819423721351,0.00623610716113396,0.00660751801925442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +371.0494,-44.7552,-6290,-335.399872899978,0.00624377919264628,-337.494035647607,0.00622436756272756,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00624377919264628,0.00668376067069443,0.00626725080397899,0.00665060640842746,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +371.2994,-44.7552,-6241,-332.787059899645,0.0062220244921633,-334.857669137016,0.00620274761724194,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0062220244921633,0.00664162824401339,0.00627374528859553,0.0066116797721284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +371.5494,-44.7656,-6152,-328.04133832761,0.00626747164770658,-330.097328114854,0.00624791272805443,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00626747164770658,0.00668690225766204,0.00632184592743752,0.00667720429379567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +371.7995,-44.752,-6094.5,-324.97528225579,0.00625579678622747,-327.008261582129,0.006236310515387,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00625579678622747,0.00661959891642015,0.00624586417856226,0.00655070182353263,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +372.0495,-44.7472,-6017.5,-320.869433255265,0.00633549078797627,-322.902298593797,0.00631550593105074,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00633549078797627,0.00672755943790813,0.00634457038257885,0.0066872649938632,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +372.2995,-44.7472,-5964.5,-318.043329397762,0.00632976101026896,-320.05646766376,0.00630981220955176,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00632976101026896,0.0067131509429348,0.00631591865422542,0.00665805700352163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +372.5495,-44.7392,-5882.5,-313.670866825775,0.00630787009574535,-315.649461906532,0.00628805875111862,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00630787009574535,0.00673339927353658,0.00631271088377609,0.00667179047085283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +372.7995,-44.7368,-5815,-310.071583611029,0.00640567177689016,-312.057800402982,0.00638524265651511,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00640567177689016,0.00679556600543009,0.00640777731642406,0.00675448408527097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +373.0495,-44.7416,-5726,-305.325862038995,0.00636678925930337,-307.269807458012,0.0063466068759246,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00636678925930337,0.00675819564366613,0.00632277920585956,0.00668111458690534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +373.2995,-44.7368,-5673.5,-302.526419538637,0.00642614342899079,-304.470497701651,0.00640558380170833,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00642614342899079,0.00686390125480029,0.00641327861023366,0.00680361887981409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +373.5495,-44.7288,-5585,-297.807359323749,0.00637536634985935,-299.705990341122,0.00635512966711488,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00637536634985935,0.00681222941075751,0.00639602340761807,0.00679089602777389,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +373.7995,-44.7368,-5524,-294.554673751905,0.00645997723907339,-296.457490240005,0.00643920101406674,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00645997723907339,0.00686035454834525,0.00643956671977536,0.00682517823993783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +374.0495,-44.7312,-5430.5,-289.568999965554,0.00644723024127475,-291.435917979068,0.00642653575284513,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00644723024127475,0.00682962661742033,0.00646844151152041,0.00684401361332179,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +374.2996,-44.7368,-5379,-286.822880179489,0.00647486411550959,-288.68001935387,0.00645399222949078,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00647486411550959,0.00688267433896727,0.00645683727437352,0.00683115161806817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +374.5496,-44.7208,-5300.5,-282.637047107525,0.00651152766243527,-284.477446058195,0.00649041924864934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00651152766243527,0.00689286347626149,0.00649193974795183,0.0068792072952714,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +374.7996,-44.7208,-5238,-279.304377464243,0.00654919743566086,-281.133596976901,0.00652784462063177,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00654919743566086,0.00692320921899071,0.00653021948238205,0.00690152061574097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +375.0496,-44.7232,-5142.5,-274.212058249307,0.00657010409389121,-276.013660015805,0.00654861503221669,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00657010409389121,0.0069715636694959,0.00657618027474317,0.00692154977810355,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +375.2996,-44.7184,-5097,-271.785874748997,0.00657484082730269,-273.572823614581,0.0065533208368568,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00657484082730269,0.00700763459139491,0.00659700725221759,0.00695789054604021,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +375.5496,-44.7208,-4999.5,-266.586910105476,0.00657704222195867,-268.340263469061,0.00655550784984319,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00657704222195867,0.00698708051023661,0.00660248952645968,0.00697652821811035,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +376.5497,-44.7104,-4726.5,-252.029809103616,0.00664933672550243,-253.70564016921,0.00662732739714389,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00664933672550243,0.00707365378029983,0.00669347535841087,0.00707151419874669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +376.7996,-44.7024,-4677.5,-249.416996103283,0.00671467552497343,-251.09175030253,0.00669223250034061,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00671467552497343,0.00708215364576953,0.00671036202732468,0.00706355957972339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +377.0497,-44.7048,-4578.5,-244.138047388323,0.00672421050781482,-245.779683011929,0.00670170384104802,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00672421050781482,0.00710731691656678,0.00674124840374334,0.00710195234556255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +377.2997,-44.7048,-4531,-241.605218459428,0.00672812995698288,-243.230769767508,0.0067055971034701,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00672812995698288,0.00713920669960613,0.006717879000907,0.00710576876250024,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +377.5497,-44.6944,-4452.5,-237.419385387465,0.0067414701449582,-239.019941085889,0.00671884804897721,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0067414701449582,0.00714433566519091,0.006769339088471,0.00715944734446733,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +377.7997,-44.7,-4391.5,-234.166699815621,0.00679634682731146,-235.758177922975,0.00677335577354479,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00679634682731146,0.00719037405523082,0.00682240109407286,0.0071450565611854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +378.0497,-44.6968,-4304.5,-229.527623672171,0.00680517876994341,-231.0896001839,0.0067821280579513,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00680517876994341,0.00721708136633807,0.00681883887680668,0.00716262675776085,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +378.2997,-44.692,-4253,-226.781503886106,0.00681314070031607,-228.326598180311,0.00679003614092374,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00681314070031607,0.00718788983195943,0.00682142267887938,0.0071733045663568,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +378.5497,-44.6784,-4167.5,-222.222411814095,0.00683082655558644,-223.740374565961,0.0068076021610927,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00683082655558644,0.00722208803170033,0.00685615716847075,0.00723481536627799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +378.7997,-44.6944,-4110.5,-219.183017099421,0.00687190167982681,-220.689221242816,0.00684839777970125,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00687190167982681,0.00726675818799982,0.00686584062151862,0.0072443554275442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +379.0498,-44.684,-4036,-215.210474884628,0.00689517231076147,-216.694388192038,0.00687150932148406,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00689517231076147,0.00730977729129465,0.00687031317842992,0.00724771032080865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +379.2998,-44.6816,-3968.5,-211.611191669883,0.0069011393645396,-213.071549994693,0.00687743549558955,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0069011393645396,0.00730319601056667,0.00690286577811858,0.00726025089916366,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +379.5498,-44.676,-3880,-206.892131454995,0.00692141328658118,-208.324117402537,0.00689757026070639,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00692141328658118,0.00733062947924573,0.00693569113594673,0.00734137813346897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +379.7998,-44.668,-3824,-203.906059454613,0.00694499149760766,-205.322185303836,0.00692098612480896,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00694499149760766,0.00735204730572608,0.00691313576521393,0.00726007519011478,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +380.0498,-44.6704,-3738.5,-199.346967382602,0.00694055795028632,-200.730546561935,0.00691658314637506,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00694055795028632,0.00737978652496152,0.00695737645093485,0.00732087182751721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +380.2998,-44.668,-3689,-196.707493025122,0.00698202853464463,-198.080910354402,0.0069577670375956,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00698202853464463,0.00739800161436294,0.00699368610425504,0.00736600088489224,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +380.5498,-44.6736,-3597,-191.80180331021,0.00697123686742873,-193.138899112685,0.00694705013824985,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00697123686742873,0.00740148717070665,0.00700668176512922,0.00738634547824939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +380.7998,-44.6632,-3536,-188.549117738366,0.00702381988109837,-189.8734527801,0.00699926775765808,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00702381988109837,0.00744762492967736,0.00703370112315585,0.00740055637253973,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +381.0498,-44.6704,-3454.5,-184.203316523525,0.00702651340390098,-185.497623596121,0.0070019424900201,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00702651340390098,0.00742836264462002,0.00703846346177011,0.00739982923407153,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +381.2998,-44.6656,-3396.5,-181.110599094559,0.00708131099423069,-182.393099571099,0.00705635625047473,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00708131099423069,0.00750379130690017,0.00710129636492122,0.00751782110243246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +381.5498,-44.6632,-3317.5,-176.89810466545,0.00708482180127704,-178.151396213988,0.0070598423651395,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00708482180127704,0.00748045489567783,0.00712000554796431,0.00748241341926596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +381.7999,-44.6656,-3255.5,-173.592096379313,0.00712060654794071,-174.828177397462,0.00709537473553606,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00712060654794071,0.00751394222537479,0.00714976303295244,0.00751191085388411,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +382.0499,-44.66,-3168,-168.926358878717,0.00713726860090621,-170.132031675807,0.00711191884656703,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00713726860090621,0.00752084454418702,0.0071604320280021,0.00751653220443203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +382.2999,-44.6448,-3110.5,-165.860302806897,0.00715150955915003,-167.046454347904,0.00712605878359952,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00715150955915003,0.00756828938678668,0.00715969596098633,0.00757270191265178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +382.5499,-44.6496,-3037,-161.941083306397,0.00717171757117182,-163.10247901904,0.00714612310272193,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00717171757117182,0.00758623694445119,0.00718619269453925,0.00752948836469056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +382.7999,-44.66,-2982.5,-159.034995377454,0.00712961864462642,-160.168854245645,0.00710432307430045,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00712961864462642,0.00754312611598944,0.00714029119434468,0.00750044029301103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +383.0499,-44.652,-2906.5,-154.982469091222,0.00720133753399862,-156.098550163,0.00717553171971446,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00720133753399862,0.00762640492380693,0.00718438240545093,0.0075382639013708,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +383.2999,-44.652,-2845.5,-151.729783519378,0.00722077220179014,-152.825389722398,0.00719482724640492,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00722077220179014,0.00764709659271575,0.00720822524898131,0.0076114631614878,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +383.5499,-44.6392,-2775.5,-147.997193518901,0.00724123945988941,-149.068876636563,0.0072151475681399,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00724123945988941,0.00763955984149891,0.00727784141612128,0.0076554909749276,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +383.7999,-44.6472,-2718,-144.931137447081,0.00726487479293263,-145.984044014231,0.00723861270719037,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00726487479293263,0.00768374844067218,0.00723961202269462,0.00761589954088597,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +384.05,-44.6472,-2623.5,-139.892140946438,0.00730762403167194,-140.91442011746,0.00728105271743622,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00730762403167194,0.00768301463933664,0.00729352686915045,0.00763570824460395,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +384.2999,-44.6392,-2568,-136.932730303203,0.00733233589503622,-137.93676707681,0.00730558500494869,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00733233589503622,0.00773066586356189,0.00735526218538315,0.00772044480646476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +385.3,-44.6264,-2286.5,-121.922386229857,0.00737888594490809,-122.822037611978,0.00735179515097412,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00737888594490809,0.00779384921605558,0.00738628123173856,0.00775418092713103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +385.55,-44.6336,-2188,-116.670098872043,0.00740865530377944,-117.534467418844,0.00738134601751886,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00740865530377944,0.00782962203116208,0.00741716282896365,0.00781080063711376,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +386.55,-44.6184,-1943,-103.606033870375,0.00749313437295406,-104.382367804015,0.00746520029732233,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00749313437295406,0.00790856682484153,0.00753078807837159,0.00792069253628906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +386.8001,-44.6048,-1879,-100.193380155653,0.00752565437664509,-100.947400905532,0.00749747791565067,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00752565437664509,0.00792130133551848,0.00753778564307385,0.00792825577356241,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +387.7991,-44.6104,-1614.5,-86.0895222252806,0.0076132136407377,-86.7449401502107,0.00758437938486186,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0076132136407377,0.00801234620747013,0.0075900046642178,0.00795552271749507,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +388.0491,-44.6048,-1542,-82.2236254390726,0.00758896314751115,-82.8476175023845,0.00756031183123682,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00758896314751115,0.00797397451263358,0.00761393479012869,0.00797063363130983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +389.0491,-44.5968,-1274,-67.933138008676,0.00768468646603667,-68.4551828749267,0.00765530966799792,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00768468646603667,0.00810200755815376,0.00770279858076609,0.00807251570597711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +389.2991,-44.6,-1221.5,-65.1336955083185,0.00771401203077559,-65.6361376190785,0.00768441117011035,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00771401203077559,0.00811095076193035,0.00771132417204702,0.00808455452967334,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" 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CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +390.2992,-44.5816,-955,-50.9231921493608,0.00779791987978033,-51.3202871217642,0.00776767324137366,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00779791987978033,0.00817561700462285,0.00782489205439658,0.00817548774381056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +390.5492,-44.5896,-874.5,-46.6307136488126,0.0077976826037095,-46.9943251534305,0.0077674378012184,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0077976826037095,0.00821865139544556,0.00782013677162586,0.00819608807120659,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +390.7992,-44.584,-817,-43.5646575769924,0.00783467130673213,-43.9059723496985,0.00780413963620818,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00783467130673213,0.00822614228407893,0.00779665144082985,0.00817486931205438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +391.0492,-44.5816,-729.5,-38.8989200763965,0.00786191411485055,-39.2047400451976,0.00783117029976855,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00786191411485055,0.00825740527847768,0.00782888335648204,0.00820618012217288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +391.2992,-44.5656,-677.5,-36.1261389331853,0.00785748935553194,-36.4099996853093,0.00782678004653081,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00785748935553194,0.00826122716043336,0.00784404619258525,0.00826203644567662,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +391.5492,-44.5712,-603.5,-32.1802580755385,0.00788631839812301,-32.434041836856,0.00785538392216444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00788631839812301,0.00831970195435757,0.00793478043308046,0.00830780047895284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +391.7992,-44.5712,-547,-29.1675247180108,0.00787660326122786,-29.3972657383266,0.0078457447559799,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00787660326122786,0.00829638847442697,0.00791443335058284,0.0082980500475088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +392.0492,-44.5632,-468,-24.9550302889014,0.00792918188089629,-25.1529032629054,0.00789791111056406,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00792918188089629,0.00833774123718901,0.00794645375625726,0.00833699319928589,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +392.2993,-44.5632,-414,-22.0756037171051,0.00796415813131911,-22.2514173159525,0.00793261160759146,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00796415813131911,0.00835944952669801,0.00797357301317522,0.00834742073272748,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +392.5493,-44.56,-325.5,-17.3565435022167,0.00799793481938464,-17.4953600058372,0.00796612085678504,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00799793481938464,0.00840110804001669,0.0079947484571198,0.00837376023859804,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +392.7993,-44.5656,-271,-14.4504555732741,0.00800344929102808,-14.5661090616871,0.00797159155902465,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00800344929102808,0.0084058471736419,0.00798563648626078,0.00835610219785227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +393.0493,-44.5632,-205.5,-10.9578177871138,0.00803629005681439,-11.0458779892408,0.00800417104160954,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00803629005681439,0.0084391739842966,0.00802507229469753,0.00842195831846419,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +393.2993,-44.5576,-153,-8.15837528675623,0.00802755478221145,-8.22386709130451,0.00799550536901648,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00802755478221145,0.00844253724041779,0.00801635668327089,0.00841891467091015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +393.5493,-44.5552,-74,-3.9458808576468,0.00805348378393829,-3.97765894514721,0.00802122755104413,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00805348378393829,0.00846210527603163,0.00808746680369615,0.00849058769770398,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +393.7993,-44.5528,-21.5,-1.14643835728927,0.00805560169256936,-1.15567360806068,0.00802332853719255,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00805560169256936,0.00844750568696031,0.00804471993033416,0.00841379256289484,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +394.0493,-44.5472,53,2.82610385750379,0.00805786020924241,2.84887620732436,0.00802556900303507,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00805786020924241,0.00843206528385879,0.00804512378990158,0.00841138171643598,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +394.2994,-44.5392,105,5.59888500071506,0.00812305400667022,5.644365045953,0.00809023958590855,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00812305400667022,0.00855146087615876,0.00814214334323238,0.00857878754382824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +394.5493,-44.5472,187.5,9.99800892984832,0.00811991668973533,10.0791919294219,0.00808712754338164,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00811991668973533,0.00853517965902691,0.00810931018118641,0.00848568418527667,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +394.7994,-44.5392,240.5,12.8241127873521,0.00815242790542363,12.928660442302,0.00811937637700595,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00815242790542363,0.00856613690286914,0.00815764925855816,0.00853715165105996,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +395.0494,-44.5416,317.5,16.9299617878765,0.00818228953832231,17.0684876370976,0.00814899609504432,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00818228953832231,0.00857775542401484,0.00821321415560667,0.0085857057056066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +395.2994,-44.5416,371.5,19.8093883596728,0.00820636427149678,19.9719514165478,0.00817287515539312,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00820636427149678,0.00861826737274668,0.00821247863441707,0.00861654708070138,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +396.3494,-44.5264,669,35.6728958616988,0.00828190154800668,35.9683352731577,0.00824779478455807,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00828190154800668,0.00872742032140496,0.00827839578723817,0.00868323737405913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +397.3494,-44.5264,927.5,49.4568175063163,0.00837703167635553,49.8711188331784,0.00834213907535731,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00837703167635553,0.00877763985030454,0.00838686700648891,0.00873323268936459,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +398.3495,-44.5104,1199,63.9339344367367,0.00845058725827499,64.4742137284592,0.00841508093837167,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00845058725827499,0.00885071423329994,0.00846674640925581,0.00887722631218114,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +399.3495,-44.5024,1422.5,75.8515610811159,0.0084995364328619,76.4962641880143,0.00846361875199595,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0084995364328619,0.00889405437467902,0.00850282012867234,0.0088995654397961,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +400.3496,-44.4944,1708,91.0751960116316,0.0086175153680196,91.8600379129072,0.00858059652994587,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0086175153680196,0.00905350328987592,0.00863070929966415,0.00904967075285498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +401.3496,-44.4864,2017.5,107.578576085168,0.00869744225183786,108.514234538204,0.00865983738775838,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00869744225183786,0.00909745493236802,0.00867749403724019,0.00905892664769357,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +402.3496,-44.4736,2260.5,120.535995658251,0.00875935373028744,121.591813081454,0.00872121315411177,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00875935373028744,0.0091731281950932,0.00878701903330743,0.00914851744988886,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +403.3497,-44.4528,2494.5,133.013510802702,0.00885259443807316,134.191025468623,0.00881363995395961,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00885259443807316,0.00926500623731132,0.00889509383480481,0.00927098252665232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +404.3497,-44.4496,2754,146.850755161612,0.00894961398698513,148.165012734006,0.00890980354083817,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00894961398698513,0.00935138076951296,0.00897107850264031,0.00936205424174724,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +405.3497,-44.4448,2995.5,159.728190663257,0.00900102380230518,161.165907909316,0.00896075604122995,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00900102380230518,0.00941551194873178,0.00902524803784599,0.00939866502492052,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +406.3498,-44.4392,3247.5,173.165514664973,0.0090951872503659,174.740487446157,0.00905407512841053,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0090951872503659,0.0094968415967517,0.00912965331414002,0.00952601894595249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +407.3498,-44.4368,3490.5,186.122934238056,0.00918618701748386,187.83269432021,0.00914425062954707,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00918618701748386,0.00959231220800831,0.00918278921160572,0.00956132647218026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +408.3499,-44.4208,3753.5,200.14680809699,0.00927665950444463,202.003501886607,0.00923389556621488,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00927665950444463,0.00967876317784888,0.0092957517382289,0.00965200658695427,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +409.3499,-44.3976,3988.5,212.677645955733,0.00934182254386323,214.664442783298,0.00929845758228751,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00934182254386323,0.00976513771005065,0.00931284877806978,0.00971940512069834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +410.3499,-44.408,4235.5,225.848356385987,0.0094086553037794,227.973285722148,0.00936466958884684,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0094086553037794,0.00982086074896656,0.00940982777708568,0.0098034716961778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +411.35,-44.3976,4475.5,238.645807816193,0.00950910217371248,240.915115186045,0.00946417524690955,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00950910217371248,0.00994759435462179,0.00956401895578938,0.00996378991590638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +412.35,-44.3792,4697.5,250.483450389133,0.00959003967783201,252.885596617005,0.00954434714385629,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00959003967783201,0.00999674375657371,0.00963958051275795,0.0100511023461033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +413.3491,-44.3816,4960.5,264.507324248067,0.00968477434606291,267.06901799629,0.00963817753053006,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00968477434606291,0.0100938195582515,0.00966526044688008,0.010066935527917,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +414.3491,-44.3736,5184,276.424950892446,0.00976667853047026,279.124704525614,0.00971929280996457,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00976667853047026,0.0101779009612798,0.00976293631045294,0.0101592569064531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +415.3491,-44.3632,5422.5,289.142418251213,0.00983504919084475,291.986148157873,0.00978699988256431,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00983504919084475,0.0102825440892303,0.00983200018765767,0.0102439111335826,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +416.3492,-44.3416,5633,300.36684960979,0.00994024158219219,303.352568658193,0.009891162352442,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.00994024158219219,0.0103387257539808,0.00995776804536438,0.0103566739551177,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +417.3492,-44.3392,5882.5,313.670866825775,0.010024254887228,316.815183545534,0.00997434530464856,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.010024254887228,0.0104354193674632,0.0100379769833144,0.0104349515595628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +418.3492,-44.3368,6129,326.814915898882,0.0101170122548697,330.121306408105,0.0100661778603372,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0101170122548697,0.0105250042805078,0.0100979227814034,0.0105129079867868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +419.3493,-44.3232,6345,338.332622186067,0.0102103847826947,341.787128443125,0.0101586109264119,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0102103847826947,0.0106099264975663,0.0101906901802353,0.0105533089458655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +420.3493,-44.3232,6575,350.596846473348,0.0102963753883199,354.206723214599,0.0102437287863193,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0102963753883199,0.0107229013281804,0.0102855775133401,0.0107136921302652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +421.3494,-44.3024,6795.5,362.354504974849,0.0103751598317977,366.113990879735,0.0103217072624293,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0103751598317977,0.0108009441577185,0.0103661021823468,0.0107862203085062,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +422.3494,-44.3,7022,374.432099762106,0.0104719157406309,378.353121161402,0.0104174650365597,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0104719157406309,0.0108867071888071,0.0104430954958469,0.0108965152893767,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +423.3494,-44.2896,7235.5,385.81649926356,0.0105685837694381,389.894033255658,0.0105131266810484,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0105685837694381,0.0109691069637747,0.0105299216752512,0.0109185070369748,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +424.3495,-44.2896,7474.5,398.560627979473,0.0106393271905196,402.801044905806,0.0105831278132693,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0106393271905196,0.0110488314213731,0.0106343707984419,0.010985851533957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +425.3495,-44.2712,7678,409.411800338002,0.0107174525338009,413.799651874903,0.0106604277180698,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0107174525338009,0.0111583665582271,0.0107054185078835,0.011119721759111,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +426.3496,-44.2528,7900,421.249442910942,0.010812758422202,425.804311372625,0.0107547185557284,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.010812758422202,0.0112556716728224,0.0108276346180328,0.0112590849123764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +427.3496,-44.2448,8105.5,432.207260698056,0.0109093825109962,436.922375029041,0.0108503044791464,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0109093825109962,0.0113468617762884,0.0108775044494996,0.0112872212855063,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +428.3496,-44.2424,8322.5,443.778289699534,0.0110065778199604,448.662769979921,0.010946446268366,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0110065778199604,0.0114130567717633,0.0109750042656186,0.011380258982832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +429.3497,-44.2344,8531.5,454.922736986672,0.0110883501843284,459.967079601193,0.0110273251265048,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0110883501843284,0.0115143366435927,0.0110875516332565,0.011485089083977,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +430.3497,-44.2208,8715.5,464.734116416496,0.0111786469112368,469.929215011522,0.0111166276044644,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0111786469112368,0.0116302161044933,0.0111666178477357,0.0116088530706164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +431.3497,-44.2128,8924.5,475.878563703634,0.0112925833651899,481.252462055964,0.0112292981358104,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0112925833651899,0.0117471656923416,0.0113298475592395,0.0117329228932555,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +432.3498,-44.2024,9141.5,487.449592705111,0.0114171533023118,493.014879432175,0.0113524694787088,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0114171533023118,0.0118651854071374,0.0113739798232014,0.0118181159107146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +433.3498,-44.2024,9337,497.8741833493,0.0114610054353797,503.580322070802,0.0113958256570187,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0114610054353797,0.0118841419416383,0.0114594034801452,0.0118500653769377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +434.3499,-44.1816,9542.5,508.832001136414,0.0115898814937849,514.72930372983,0.0115232332861716,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0115898814937849,0.0120304435829072,0.0116157338986324,0.0120474325766414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +435.3499,-44.1816,9741.5,519.443221280626,0.0116583400341855,525.499066982768,0.0115909052007673,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0116583400341855,0.0120954920137954,0.0116702244895525,0.0120865560304194,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +436.35,-44.1712,9938.5,529.947795996253,0.0117698158474053,536.185183963867,0.0117010902972914,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0117698158474053,0.0122011288310545,0.01177429243684,0.0122166745941253,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +437.35,-44.1632,10132.5,540.292402569003,0.0118520715519174,546.695986783208,0.0117823858249487,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0118520715519174,0.0122859746104737,0.0118454322803854,0.0122985210894348,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +438.35,-44.1424,10328.5,550.743654570338,0.0119613064244693,557.331268183986,0.0118903353758772,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0119613064244693,0.0123859550424383,0.0119468238231665,0.0123492484200651,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +439.3491,-44.1528,10515.5,560.71500214304,0.0120550304723991,567.474438580206,0.0119829473240007,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0120550304723991,0.0124880757282978,0.0120508425558644,0.0124669006269785,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +440.3491,-44.1288,10695,570.286429358548,0.0121748548881068,577.229583880645,0.0121013374502549,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0121748548881068,0.012607624195876,0.0121560394541706,0.0126396592818421,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +441.3491,-44.124,10902,581.324231217101,0.0122542105517549,588.447900745272,0.0121797355181777,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0122542105517549,0.0127126495120221,0.0122933760325611,0.0127267473119307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +442.3492,-44.1184,11078,590.709028932585,0.0123712228066244,598.016821943395,0.012295324558078,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0123712228066244,0.0128230254629063,0.0123252452226195,0.0127423512548784,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +443.3492,-44.1,11250.5,599.907197148045,0.0124399889271167,607.370036037864,0.0123632480465694,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0124399889271167,0.0128910549617201,0.0124282536947132,0.0128707754122927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +444.3492,-44.092,11441,610.065174220771,0.012546982859001,617.719651504593,0.0124689217456841,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.012546982859001,0.0129748306141918,0.012515145555814,0.012924233981239,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +445.3493,-44.0872,11619,619.556617364841,0.0126193960005801,627.375047664148,0.012540435022189,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0126193960005801,0.01311081317418,0.0125901718781853,0.013079969481235,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +446.3494,-44.0816,11800,629.208028651787,0.0127572358216564,637.234983854177,0.0126765478015342,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0127572358216564,0.0131943595137344,0.0127500363397407,0.0131785277301414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +447.3494,-44.0736,11980.5,638.832778581588,0.0128598796922443,647.048091257609,0.0127778935789664,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0128598796922443,0.0133229276227283,0.0128161507153136,0.0133110404058091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +448.3494,-44.0576,12142,647.444396939831,0.0129824283887638,655.849797458809,0.0128988790043178,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0129824283887638,0.01342573624734,0.0129787315097363,0.0134301153414998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +449.3495,-44.0632,12322.5,657.069146869631,0.0130564673108273,665.648148706688,0.0129719663692777,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0130564673108273,0.013512951593572,0.0130950935161475,0.0135559836847544,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +450.3495,-44.0472,12500,666.533928656555,0.0131675916039423,675.310575219276,0.0130816524553128,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0131675916039423,0.0136358633172711,0.0131463112940234,0.013600922704302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +451.3495,-44.0288,12673,675.758758229161,0.013301345003801,684.747258611707,0.0132136588212994,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.013301345003801,0.013760991732505,0.0132503741441285,0.0137099862485808,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +452.3496,-44.0264,12843.5,684.850281016037,0.0133834688882739,694.015953445141,0.0132947014027159,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0133834688882739,0.0138553922168137,0.0133743375820387,0.0138372825452795,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +453.3496,-44.016,13008,693.621867517157,0.0134912976804068,702.979726609471,0.0134011004699035,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0134912976804068,0.0139849540151163,0.0134928667982816,0.0139525460129061,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +454.3496,-43.9976,13157.5,701.593613303889,0.0136091887355383,711.14173320299,0.0135174154291811,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0136091887355383,0.0140745389281609,0.013590986764947,0.0140495552392614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +455.3497,-43.9976,13317.5,710.125247590693,0.0137088886252488,719.860275519891,0.0136157718646159,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0137088886252488,0.0141577030795196,0.0136800493002691,0.0141426347877316,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +456.3497,-43.9872,13483.5,718.976818163252,0.0138027444932178,728.900671480906,0.0137083541872058,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0138027444932178,0.0143149353031822,0.0137959125270673,0.014250669293285,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +457.3498,-43.984,13646.5,727.668420592934,0.0139190976478911,737.796908394454,0.0138231166288612,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0139190976478911,0.0144015391483013,0.0138963778525244,0.0143579544213373,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +458.3498,-43.9736,13795.5,735.61350502252,0.0140159853767638,745.923853151866,0.013918669716095,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0140159853767638,0.0144561920602695,0.0140031407355897,0.0144805411741858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +459.3499,-43.9608,13957,744.225123380763,0.0141363370726285,754.745740582792,0.0140373508375016,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0141363370726285,0.0146466746569479,0.0141338246669934,0.0146216853684447,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +460.3499,-43.9576,14123,753.076693953322,0.0142218443381097,763.786833469384,0.0141216626383616,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0142218443381097,0.01469926375266,0.0142393915971757,0.0147037521325824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +461.35,-43.9392,14285.5,761.741635025857,0.0143972968103944,772.708655438159,0.0142946398810223,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0143972968103944,0.0148927274172639,0.014385992781029,0.0148292334467315,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +462.35,-43.9368,14440.5,770.006655741198,0.0144871101971589,781.161827015466,0.0143831746309695,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0144871101971589,0.0149356089328082,0.0144687957607831,0.0149265248563488,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +463.3501,-43.924,14578.5,777.365190313566,0.0145901055878515,788.707030520561,0.0144846940704268,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0145901055878515,0.0151759288701905,0.0145997982083246,0.0152165550590443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +464.3491,-43.9208,14744.5,786.216760886125,0.0146935843186881,797.769103154971,0.0145866795458348,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0146935843186881,0.0151607942176455,0.0146883749693329,0.0151478851347431,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +465.3491,-43.908,14894,794.188506672858,0.0148091465531258,805.949760658984,0.0147005618607531,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0148091465531258,0.0152830180025927,0.0147881953109046,0.0152949805547957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +466.3491,-43.9,15050.5,802.533511459638,0.0149360453109416,814.520188350348,0.0148256009626954,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0149360453109416,0.0153993560893281,0.014940110643947,0.0154276265293687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +467.3491,-43.892,15210,811.038484389296,0.0150457635236375,823.241177633987,0.014933698692759,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0150457635236375,0.0155406892840545,0.0150277756116895,0.0155114166853144,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +468.3492,-43.8736,15347.5,818.370357604518,0.0151410254720256,830.761324034559,0.0150275441940445,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0151410254720256,0.0156202608663747,0.015101039800817,0.0156051792568928,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +469.3492,-43.8656,15494.5,826.208796605519,0.0152838744545947,838.836468126119,0.015168252656406,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0152838744545947,0.0157798626568502,0.0152833424486738,0.0158020364798489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +470.3492,-43.8656,15638.5,833.887267463642,0.0154098944121487,846.737382206892,0.0152923678328526,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0154098944121487,0.015911717584326,0.0153947608449969,0.0158760789763421,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +471.3493,-43.8504,15770,840.899204393109,0.0155074412412175,853.939399395022,0.0153884296739047,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0155074412412175,0.0160123859550425,0.0155000933782381,0.0159765916367363,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +472.3493,-43.8472,15915,848.630997965525,0.0156099532917663,861.878088205712,0.0154893712058042,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0156099532917663,0.0160927219137539,0.0156315750758904,0.0161173422124847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +473.3494,-43.8344,16061.5,856.44277560938,0.0157390929902498,869.922408095524,0.0156165179400337,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0157390929902498,0.0162320677298633,0.0156868824315854,0.0161974321494715,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +474.3495,-43.8288,16206,864.14790782465,0.0158419126208899,877.837663471933,0.0157177392356097,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0158419126208899,0.0163620117163614,0.0158876414488467,0.0163877718141312,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +475.3495,-43.816,16336,871.079860682678,0.0159745675204211,884.994984732832,0.0158483168748957,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0159745675204211,0.0164734577941932,0.0159424389444208,0.0164396325494154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +476.3495,-43.8,16459,877.638554540659,0.0160845933132089,891.755013766438,0.0159566068253225,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0160845933132089,0.0165945350145538,0.0161144184923842,0.0166143528520467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +477.3496,-43.7896,16599,885.103734541612,0.0161932130255775,899.436407864779,0.0160635013769759,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0161932130255775,0.016705522466551,0.0162081861778589,0.016674482488271,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +478.3496,-43.7952,16744,892.835528114028,0.0163206390635506,907.407174511492,0.0161888889978368,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0163206390635506,0.0168358486412446,0.0163232206197971,0.0168177832751596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +479.3497,-43.7872,16878.5,900.007433186373,0.0164741215292883,914.834265017948,0.0163398953551973,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0164741215292883,0.0170091327691217,0.0164701182738673,0.0169481051898166,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +480.3497,-43.7768,17005,906.752756544377,0.0165646818962752,921.772827515105,0.0164289840306266,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0165646818962752,0.0170437590196415,0.0165127984609751,0.0170303069392211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +481.3497,-43.7688,17130,913.418095830942,0.0166781350100844,928.652206153865,0.016540582225376,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0166781350100844,0.0171746202578089,0.0166421244774597,0.0171290061227352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +482.3497,-43.7552,17259.5,920.323387331824,0.0167802076605019,935.766604886069,0.0166409753815684,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0167802076605019,0.0173127430716924,0.0167825855796138,0.0172961773906023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +483.3498,-43.7424,17386.5,927.095372046975,0.0169089518988677,942.77158309858,0.016767586902245,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0169089518988677,0.0174542291416972,0.0169191711804887,0.0174583645648256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +484.3498,-43.7392,17524.5,934.453906619343,0.0170384870574693,950.375587413078,0.0168949600646934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0170384870574693,0.0175389220458382,0.0170381692102751,0.0175624497569109,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +485.3498,-43.7392,17631.5,940.159437048643,0.0171685055562147,956.30056956734,0.0170227921873776,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0171685055562147,0.0176788793630604,0.017137924050784,0.0176694353662709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +486.3499,-43.724,17768,947.437987549573,0.0172745328078108,963.804536148864,0.0171270244019864,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0172745328078108,0.0178010267103687,0.0172606789098332,0.0177856757005784,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +487.3499,-43.708,17892.5,954.076665478992,0.0173932147831782,970.671125841287,0.0172436842110805,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0173932147831782,0.017950156544285,0.0173617779309322,0.0179139707767288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +488.35,-43.6976,18014.5,960.58203662268,0.0175395789667946,977.430241108108,0.0173875358255599,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0175395789667946,0.0180710044517282,0.0175069467703417,0.0180641723006678,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +489.35,-43.6952,18136.5,967.087407766368,0.0176392349164922,984.14608973674,0.0174854691856139,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0176392349164922,0.0181875718513806,0.0176207108889746,0.0181331424326568,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +490.3491,-43.6872,18256.5,973.486133481471,0.0177505349696596,990.766033136313,0.0175948340403705,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0177505349696596,0.0182954253601742,0.0177895541900694,0.0183159331376915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +491.3491,-43.6792,18386,980.391424982353,0.0179161888190244,997.956302868889,0.0177575854846955,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0179161888190244,0.0184576260303793,0.0179033853565682,0.0184125058991386,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +492.3491,-43.6688,18496,986.256923554531,0.0180303449730429,1004.03947611827,0.0178697261055256,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0180303449730429,0.0185881815179904,0.0180447340813969,0.018574352340005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +493.3492,-43.6552,18613,992.495681126756,0.0181423920064329,1010.50192683845,0.017979782616418,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0181423920064329,0.0187165967517061,0.0181242231844795,0.0186893351719904,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +494.3492,-43.6584,18729.5,998.707777341835,0.0183030806343181,1016.98720632064,0.0181375954627499,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0183030806343181,0.018850974121273,0.0182918518553155,0.018845153565811,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +495.3493,-43.6472,18848,1005.0265189855,0.0184216747296591,1023.54079061293,0.0182540511548238,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0184216747296591,0.0189654777046695,0.0184152322506122,0.0189688404424959,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +496.3493,-43.624,18952,1010.57208127192,0.0185367975639657,1029.30485136625,0.0183670852063227,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0185367975639657,0.0191269904361226,0.0185623779772089,0.0191215713125985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +497.3493,-43.6264,19068.5,1016.784177487,0.0186775374259062,1035.77520201608,0.0185052541360689,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0186775374259062,0.0192358376342245,0.0186812784953657,0.0192553956618783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +498.3494,-43.6024,19160.5,1021.68986720191,0.0188065453043506,1040.90432397644,0.0186318886258401,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0188065453043506,0.0193705207543477,0.0188068153465145,0.0193628611182641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +499.3494,-43.6056,19278.5,1027.98194748843,0.0189516352275875,1047.46388637778,0.0187742901383142,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0189516352275875,0.019501917055989,0.0190028604296661,0.019586823845818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +500.3494,-43.592,19381,1033.44752570341,0.0190813461462413,1053.16709566533,0.0189015804422635,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0190813461462413,0.0196261282195533,0.0190531242906016,0.0196361111142789,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +501.3495,-43.5872,19491,1039.31302427559,0.0192437484346371,1059.31330265959,0.0190609292028426,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0192437484346371,0.0197864943864198,0.0191924246174506,0.0197436270057099,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +502.3495,-43.5816,19588,1044.48532756197,0.0193586076288652,1064.70510919235,0.019173613458316,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0193586076288652,0.0199150624954138,0.0193398223441068,0.0199075572565864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +503.3493,-43.5736,19695,1050.19085799127,0.0194986883906092,1070.66820228191,0.0193110245093375,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0194986883906092,0.0200744349729716,0.0195127083022457,0.0200602785308697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +504.3496,-43.5504,19785.5,1055.01656363474,0.0195989155604769,1075.69374418032,0.0194093299261594,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0195989155604769,0.0202354126409511,0.0195784841812125,0.0201636115441563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +505.3496,-43.5472,19893.5,1060.77541677833,0.0197778832338092,1081.75530910867,0.0195848420472127,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0197778832338092,0.0203519800406037,0.0197360492950811,0.0203172692969374,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +506.3497,-43.5528,19984.5,1065.62778377895,0.0199085608327512,1086.84289933738,0.0197129770353143,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0199085608327512,0.0204768027052809,0.0198630400544087,0.0204826074093465,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +507.3497,-43.5288,20074.5,1070.42682806528,0.0200426657527145,1091.88103519293,0.0198444555906923,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0200426657527145,0.0206312831739353,0.0200188668606273,0.0206160800730138,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +508.3497,-43.5216,20158.5,1074.90593606585,0.0201758479324028,1096.59307477355,0.0199750123707472,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0201758479324028,0.020735391238412,0.0201177943701913,0.0207332305198095,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +509.3498,-43.5184,20244,1079.46502813786,0.0203310879986643,1101.41172661641,0.0201271707033922,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0203310879986643,0.0209284727148203,0.0203206797638512,0.0209034749754764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +510.3498,-43.508,20337.5,1084.45070192421,0.0204705096602119,1106.64996049397,0.0202638049180306,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0204705096602119,0.0210964826455985,0.0204908353298685,0.0210704701076999,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +511.3499,-43.5032,20423.5,1089.03645535337,0.0206088328214323,1111.48022559819,0.0203993441482342,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0206088328214323,0.0212320065797521,0.0205985460991551,0.0211913102786091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +512.3499,-43.4872,20490.5,1092.60907721097,0.0207595031263319,1115.29109876519,0.0205469611191845,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0207595031263319,0.0213882451141062,0.0207142993067855,0.0213586151911955,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +513.3499,-43.4816,20576,1097.16816928298,0.020905164269739,1120.10465009337,0.0206896497261634,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.020905164269739,0.0215146729692047,0.0209342099646548,0.0215030853261618,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +514.35,-43.4664,20658.5,1101.56729321211,0.0210688847585277,1124.77608756656,0.0208500048386265,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0210688847585277,0.0216976646772497,0.0210798407722867,0.0216943423812401,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +515.35,-43.4584,20721,1104.8999628554,0.02122768396585,1128.35443008077,0.0210055152674979,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.02122768396585,0.0218720953697135,0.0211988202900235,0.0217995884300455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +516.349,-43.4448,20778.5,1107.96601892722,0.0213712359886283,1131.64462218509,0.0211460734765639,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0213712359886283,0.0220186263238999,0.0213109639310244,0.0219553436700916,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +517.3491,-43.4504,20849,1111.72527028484,0.0215506430620917,1135.68366476786,0.0213217111999291,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0215506430620917,0.0222130072401732,0.0215583634516527,0.0222162929147665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +518.3491,-43.4344,20906.5,1114.79132635666,0.0216887904632596,1138.96980184427,0.021456935098912,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0216887904632596,0.0223485311743268,0.0217022335214489,0.022341494840061,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +519.3492,-43.4184,20962.5,1117.77739835704,0.0218727672980848,1142.22628328236,0.0216369901940212,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0218727672980848,0.0225454345326909,0.0218590012649921,0.0225339572074373,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +520.3492,-43.4216,21016.5,1120.65682492884,0.0220548547123468,1145.37274838505,0.0218151642279575,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0220548547123468,0.0227314837463004,0.0220668224722401,0.022742315576037,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +521.3493,-43.408,21052.5,1122.57644264337,0.0222218707021176,1147.52219120503,0.0219785628403529,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0222218707021176,0.0228944487928969,0.0221971397847773,0.0228752068032054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +522.3493,-43.3976,21105.5,1125.40254650087,0.0223937640333417,1150.60454556973,0.0221467052811214,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0223937640333417,0.0230594012181101,0.0223921192905895,0.0230579725955151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +523.3493,-43.3848,21143,1127.40214828684,0.022565613424553,1152.84266933909,0.0223147764844034,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.022565613424553,0.0232511068170144,0.0225942349781605,0.0232578679753846,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +524.3494,-43.3688,21178,1129.26844328708,0.0227275323728047,1154.93392838947,0.0224731097276576,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0227275323728047,0.0234059694738644,0.0227491326781432,0.0234275405756776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +525.3494,-43.3632,21215.5,1131.26804507305,0.0229631826630286,1157.24555983291,0.0227034967451419,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0229631826630286,0.0236701379546511,0.0229654481695148,0.0236557766419117,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +526.3494,-43.3584,21238.5,1132.49446750178,0.0231569581207735,1158.71959445773,0.0228929044484941,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0231569581207735,0.0238632958686984,0.0231506126363224,0.0238202326460318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +527.3495,-43.3632,21268,1134.06748757341,0.0233346954737393,1160.5306070426,0.0230666040119401,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0233346954737393,0.0240361978083801,0.0233385208751689,0.0240586502822324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +528.3495,-43.3552,21299,1135.72049171648,0.0235038645241517,1162.41431229109,0.0232319019050947,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0235038645241517,0.0242302729740969,0.0235194139508812,0.0242579774611833,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +529.3496,-43.3344,21329,1137.32017314525,0.0237347253529483,1164.31415509322,0.0234574357836731,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0237347253529483,0.0244425402979233,0.0237559021688237,0.0244696315738752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +530.3496,-43.3136,21354,1138.65324100257,0.0239062232240547,1165.87413955677,0.0236249435409551,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0239062232240547,0.0246577886896754,0.0239456234030904,0.0246632850649401,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +531.3496,-43.3184,21355.5,1138.733225074,0.0240912985592071,1166.16678717855,0.0238056813921366,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0240912985592071,0.0248643231905682,0.0240919333917167,0.0248230617183225,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +532.3497,-43.308,21396.5,1140.91945636,0.024293862019571,1168.63679620825,0.0240034600764608,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.024293862019571,0.0250515954064037,0.0243012910134311,0.0250515584493685,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +533.3497,-43.2896,21404.5,1141.34603807434,0.0245150560454867,1169.32620016503,0.0242193845824749,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0245150560454867,0.0252850359562654,0.0244985791497106,0.0253009577128628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +534.3497,-43.2816,21421,1142.22586286016,0.0247301863495956,1170.47332130202,0.0244293451088663,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0247301863495956,0.0255154190005626,0.0247330419048889,0.0255017252239425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +535.3498,-43.2816,21434.5,1142.94571950311,0.0249603441381826,1171.47403799317,0.0246539231962709,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0249603441381826,0.0257483244869505,0.0249508548299078,0.0257405701306103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +536.3498,-43.2712,21429,1142.6524445745,0.0251405860718947,1171.37939670759,0.0248297603285024,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0251405860718947,0.0259737390847051,0.0251344470341938,0.0259308411038123,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +537.3498,-43.2632,21444,1143.45228528889,0.0253369100503992,1172.42383298818,0.0250212513148466,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0253369100503992,0.0261477875889735,0.0252927727666849,0.0260690394009759,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +538.3499,-43.2528,21462,1144.41209414616,0.0255491403136439,1173.65083931613,0.0252282157768307,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0255491403136439,0.0263755717535406,0.0255889608286974,0.0263885013182344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +539.3499,-43.24,21462.5,1144.4387555033,0.0257488476731567,1173.90673469001,0.0254229289402163,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0257488476731567,0.0265653664114669,0.0257315754722331,0.0265395339517775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +540.35,-43.2344,21487,1145.74516200347,0.0259577824354192,1175.48616564519,0.0256265981782239,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0259577824354192,0.0267641807108089,0.0259769692337505,0.0267775412553516,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +541.35,-43.2264,21495,1146.17174371781,0.0261642565569486,1176.16047527877,0.0258278280449697,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0261642565569486,0.02701153291099,0.0261691443639486,0.0269646186915342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +542.349,-43.216,21514.5,1147.21153664652,0.026377321680442,1177.47190438416,0.0260354390639305,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.026377321680442,0.0272598023628403,0.0264188321375921,0.0272514375680186,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +543.3491,-43.2056,21526.5,1147.85140921803,0.0266039642679814,1178.38880709382,0.0262562326873419,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0266039642679814,0.0274771145708485,0.0265655869601053,0.0274183912792671,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +544.3491,-43.1928,21537.5,1148.43795907524,0.0268041989076514,1179.22091856339,0.0264512593205224,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0268041989076514,0.027678909938116,0.0268031844103563,0.0276388222136432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +545.3492,-43.1928,21546,1148.89120214673,0.027079043689555,1180.00207720421,0.0267188936025924,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.027079043689555,0.027978698358731,0.0270460803712238,0.0279328868204255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +546.3492,-43.1768,21559.5,1149.61105878968,0.0272323064552275,1180.91761944696,0.0268681044473323,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0272323064552275,0.0281093302839811,0.0272674619024081,0.028155181909416,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +547.3492,-43.1744,21564.5,1149.87767236114,0.0274849175905055,1181.48196542515,0.0271139885364851,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0274849175905055,0.0284341902502262,0.0274892974315379,0.0284022229174559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +548.3493,-43.1608,21569,1150.11762457546,0.0277115601780449,1181.98917834071,0.0273345441776706,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0277115601780449,0.0286443937577967,0.0277049157233778,0.0286589047759505,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +549.3493,-43.1608,21590.5,1151.26406293275,0.0279179024795351,1183.4049407699,0.0275353024426514,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0279179024795351,0.0288950327764597,0.0279086483350468,0.028862109861109,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +550.3493,-43.1448,21594,1151.45069243277,0.0281333403637355,1183.84484667504,0.0277448671465846,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0281333403637355,0.0291181542450406,0.0281546961418743,0.0291294259089535,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +551.3494,-43.1344,21600.5,1151.79729007567,0.0283412205656838,1184.44063112066,0.0279470385778348,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0283412205656838,0.0293573276178363,0.028338126465131,0.0293435908355975,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +552.3494,-43.1264,21625,1153.10369657584,0.0285586796904867,1186.03481569627,0.0281584821445206,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0285586796904867,0.0295661552479027,0.0285636977675555,0.0295497761421267,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +553.3495,-43.1136,21628,1153.26366471872,0.0287930557203307,1186.4696496772,0.0283863245953995,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0287930557203307,0.0298330754836974,0.0288007511890062,0.0298634540100114,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +554.3495,-43.1056,21626.5,1153.18368064728,0.0290149967264692,1186.64330136628,0.0286020308239131,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0290149967264692,0.0300477123743364,0.0290038564966364,0.0300527432266567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +555.3495,-43.1112,21646.5,1154.25013493313,0.0292042903028786,1187.95919095585,0.0287859699970965,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0292042903028786,0.0303001858963384,0.0292394971287968,0.0302578084101064,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +556.3496,-43.0952,21653,1154.59673257603,0.0294681061414958,1188.6205116422,0.0290422670558388,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0294681061414958,0.0305466208448499,0.0294840009233461,0.0305533936814567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +557.3496,-43.0792,21659.5,1154.94333021893,0.0296659680204586,1189.20584211865,0.0292344467512306,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0296659680204586,0.0307607991096543,0.029635292849609,0.0307350162905014,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +558.3497,-43.0768,21672.5,1155.63652550473,0.0298828119850781,1190.17019451948,0.0294450209969352,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0298828119850781,0.0310288659100359,0.0298836312543852,0.0310005323647062,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +559.3497,-43.0664,21667.5,1155.36991193327,0.0301084439523164,1190.15630217091,0.0296640820900252,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0301084439523164,0.0312239347650612,0.0300777116534565,0.0312140458206214,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +560.3497,-43.0528,21690.5,1156.596334362,0.0303195317752205,1191.66379367279,0.0298689791561971,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0303195317752205,0.0314944475698945,0.0303694084152184,0.0315200990325811,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +561.3498,-43.0448,21700.5,1157.12956150493,0.0305439334220923,1192.47284979227,0.0300867535517824,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0305439334220923,0.0317314806887949,0.0305388183185057,0.0317113275059342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +562.3498,-43.0344,21705.5,1157.39617507639,0.0307757609311769,1193.0159230632,0.0303116847070003,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0307757609311769,0.0319574303500232,0.0307665091704258,0.0319261415301609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +563.3499,-43.0296,21712.5,1157.76943407644,0.0309735349301136,1193.62964608382,0.030503535384423,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0309735349301136,0.0321641177261942,0.0309621665697081,0.0321342116875013,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +564.3499,-43.024,21720,1158.16935443363,0.0312242127048155,1194.33228070466,0.0307466524921048,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0312242127048155,0.0323880800088058,0.031219605389696,0.0324034929523805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +565.3499,-43.0136,21730,1158.70258157655,0.0314300716661614,1195.12068675527,0.0309462583723428,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0314300716661614,0.0326609623804515,0.0314048351788936,0.0326232149017177,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +566.35,-43.0056,21746.5,1159.58240636238,0.0316695007975114,1196.30580230545,0.0311783646028134,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0316695007975114,0.0328817907198591,0.031696813725275,0.0329278412504897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +567.35,-42.9928,21737,1159.0758405766,0.0318815113606904,1196.02893015584,0.031383845894699,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0318815113606904,0.0330906183499254,0.0318628502260133,0.0330915170792163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +568.3491,-42.9848,21751.5,1159.84901993384,0.0320791535395878,1197.05599472704,0.0315753632844077,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0320791535395878,0.0333356774209329,0.0321143305077708,0.033365640047611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +569.3491,-42.9816,21765,1160.56887657679,0.0323298752543029,1198.08992358054,0.0318182625475388,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0323298752543029,0.0335814244306924,0.0323006129176492,0.0335658433200456,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +570.3491,-42.9664,21768,1160.72884471967,0.0325606921430863,1198.52297929419,0.0320418258621175,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0325606921430863,0.0338266363769782,0.0326031362039311,0.0338939420696039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +571.3492,-42.9504,21783,1161.52868543406,0.032811238097749,1199.6398796892,0.0322844416856631,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.032811238097749,0.0340769696450846,0.032793197593101,0.0340529211889005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +572.3492,-42.9424,21801,1162.48849429132,0.0330179319193438,1200.87146025285,0.0324845490568673,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0330179319193438,0.0342816696426387,0.0330305621714823,0.0342751401659563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +573.3492,-42.932,21781.5,1161.44870136262,0.0332538458496462,1200.07133744,0.0327128964929266,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0332538458496462,0.0345443858082822,0.0332516805659704,0.0345660374378306,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +574.3493,-42.9264,21807.5,1162.83509193423,0.0334626048518563,1201.7465831235,0.0329149164679929,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0334626048518563,0.0347842471198297,0.0334724103890334,0.0347977213093227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +575.3493,-42.9192,21812.5,1163.10170550569,0.0337040112837954,1202.30289851226,0.0331484790953614,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0337040112837954,0.0350601105594013,0.0336795524916218,0.0350149751667607,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +576.3494,-42.9056,21807.5,1162.83509193423,0.0339560072588903,1202.32032875684,0.0333922290098373,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0339560072588903,0.0352888119756378,0.0339499408825081,0.035280132415124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +577.3494,-42.8928,21827.5,1163.90154622008,0.0341645026210219,1203.66566364653,0.033593856876146,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0341645026210219,0.0355308135410806,0.0341388212375785,0.0355104180265518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +578.3494,-42.8896,21833.5,1164.22148250583,0.0344370185822317,1204.31379933272,0.0338573353276438,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0344370185822317,0.0357697576009589,0.034404553042321,0.0357864441826728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +579.3495,-42.8848,21830.5,1164.06151436295,0.034627190958903,1204.36969470871,0.0340411598569453,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.034627190958903,0.0360212374336521,0.0346199169249416,0.0360225813786449,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +580.3495,-42.8712,21855,1165.36792086312,0.0348552835668745,1205.98715020454,0.0342615943005347,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0348552835668745,0.0362544486705966,0.0348443880264292,0.036280548001513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +581.3496,-42.8664,21840.5,1164.59474150588,0.0350966899988138,1205.46816212276,0.034494842642638,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0350966899988138,0.0365076101313504,0.0350039675594795,0.0363911610363697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +582.3496,-42.8712,21846.5,1164.91467779163,0.0353406888915254,1206.08356500464,0.0347305405645639,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0353406888915254,0.036761765281413,0.0353331534106741,0.0367719414088459,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +583.3496,-42.8448,21855,1165.36792086312,0.0355551600954379,1206.8027638595,0.0349376694791196,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0355551600954379,0.0369992570261477,0.0355181843823307,0.036941171820876,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +584.3497,-42.8424,21863,1165.79450257746,0.0358021029690268,1207.53239739946,0.0351761052904229,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0358021029690268,0.0372120594134481,0.0357868406646377,0.0372205382804524,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +585.3497,-42.8216,21871.5,1166.24774564895,0.0360004481881337,1208.23318719071,0.0353675764512265,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0360004481881337,0.0374584943619597,0.0359753778113185,0.0374136298309582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +586.3498,-42.8216,21878,1166.59434329185,0.0362454137611333,1208.87803795586,0.0356040016540835,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0362454137611333,0.0377103563828487,0.0362189689289384,0.0376798881625046,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +587.3498,-42.808,21880,1166.70098872043,0.0364659047468396,1209.24579584315,0.0358167577524068,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0364659047468396,0.0379342422278208,0.0364501332272353,0.0379366427352012,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +588.3498,-42.7952,21894.5,1167.47416807767,0.0366785304702021,1210.29540492468,0.0360218816410237,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0366785304702021,0.0381725747865861,0.0366415691984564,0.0381279272272619,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +589.3499,-42.7896,21904.5,1168.0073952206,0.0369022290768643,1211.1094716825,0.0362376423308353,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0369022290768643,0.0384109073453514,0.0368874422019516,0.0383754701644637,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +590.3499,-42.7824,21902.5,1167.90074979201,0.0371578720730458,1211.2974564468,0.0364841568820138,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0371578720730458,0.0386616228016535,0.0371773517772274,0.0387075807756048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +591.3499,-42.7792,21909.5,1168.27400879206,0.0374121089888085,1211.98160333778,0.0367292553066089,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0374121089888085,0.0389378684294205,0.0373736174189103,0.0388982375374821,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +592.35,-42.7664,21924,1169.0471881493,0.0376311499540827,1213.03977818994,0.0369403747279934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0376311499540827,0.0391399695472445,0.0375986616297127,0.0391368049561062,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +593.3497,-42.7712,21921,1168.88722000643,0.0378448302377595,1213.12355841466,0.0371462843954345,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0378448302377595,0.0393504023677323,0.0378391912317758,0.0393574286308131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +594.3491,-42.7456,21919.5,1168.80723593499,0.0380973974330245,1213.335749725,0.0373896121654897,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0380973974330245,0.0396389544553972,0.0380197172971328,0.0395751485661156,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +595.3491,-42.7376,21942.5,1170.03365836372,0.0383159550581547,1214.86461543411,0.0376001267296299,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0383159550581547,0.039898689553115,0.0383257893256672,0.0399156194929842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +596.3491,-42.7296,21944,1170.11364243515,0.0385332384229051,1215.201910401,0.0378093700066336,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0385332384229051,0.040110727564024,0.0384896777275542,0.0400612028068188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +597.3492,-42.7216,21945.5,1170.19362650659,0.038780137356481,1215.57389607619,0.0380470798655477,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.038780137356481,0.0403787179267666,0.0387447317731319,0.0403541580179757,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +598.3492,-42.7088,21952,1170.54022414949,0.0390297166308555,1216.22607740306,0.0382873128927383,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0390297166308555,0.0406518296113298,0.0389917886719858,0.0406195641473877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +599.3493,-42.7112,21958.5,1170.8868217924,0.0392903687885299,1216.89139683025,0.0385381425516245,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0392903687885299,0.0409010163148497,0.0392640992624216,0.0408834641365455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +600.3493,-42.6952,21970.5,1171.52669436391,0.0395168356160171,1217.82172216486,0.0387560240635831,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0395168356160171,0.0411155767678498,0.0394623839619786,0.0410589329874703,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +601.3493,-42.6848,21985,1172.29987372115,0.0397660194302738,1218.91757327765,0.0389957065241438,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0397660194302738,0.0413773756818238,0.0397134031294036,0.0413196731083674,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +602.3494,-42.6688,21975,1171.76664657822,0.0399733723520651,1218.60611105162,0.0391951093178761,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0399733723520651,0.0416091346036249,0.0399242734306137,0.0415942782455081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +603.3494,-42.6688,21981.5,1172.11324422112,0.0402341563297786,1219.27223172532,0.0394458381278473,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0402341563297786,0.0418801060342931,0.0402085950930373,0.0418437293814651,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +604.3494,-42.648,21978.5,1171.95327607825,0.040475211241613,1219.38833249282,0.0396775426769494,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.040475211241613,0.0421396882567326,0.0404458552132379,0.0421414714659923,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +605.3495,-42.6424,21985,1172.29987372115,0.0407163100934604,1220.0315989021,0.0399092357724233,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0407163100934604,0.0423867347063572,0.0406738790569658,0.0423644478380697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +606.3495,-42.6376,21991.5,1172.64647136405,0.0409481815425582,1220.66421195871,0.040132010817094,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0409481815425582,0.0426564831347993,0.040949246037175,0.0425997431304168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +607.3496,-42.6376,21998,1172.99306900695,0.0411961350364483,1221.31584987458,0.0403701821033855,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0411961350364483,0.0428783816011545,0.0411669402711243,0.0428584328876978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +608.3496,-42.6088,22001.5,1173.17969850697,0.0414757692797794,1221.83822900597,0.0406387162344043,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0414757692797794,0.0431472127779272,0.0414109024503119,0.0431551317763294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +609.3497,-42.616,22003,1173.25968257841,0.0416724887184017,1222.15233346441,0.0408275836743014,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0416724887184017,0.0434093174424577,0.0416602534566671,0.0433748540222022,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +610.3497,-42.6056,22009.5,1173.60628022132,0.041935425756757,1222.82195925321,0.0410799699682144,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.041935425756757,0.0436611030257075,0.0419162968898343,0.0436638487341826,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +611.3497,-42.5928,22014.5,1173.87289379278,0.0421539394418741,1223.35626067018,0.0412896670086261,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0421539394418741,0.0439073850989408,0.04213466490301,0.043888335926896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +612.3498,-42.6008,22019.5,1174.13950736424,0.0423730243471613,1223.89134929675,0.0414998680853209,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0423730243471613,0.0441413607122765,0.0423968483427045,0.044163216796306,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +613.3498,-42.5872,22026,1174.48610500714,0.0426444418080436,1224.57140936647,0.0417602183862859,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0426444418080436,0.0444323588043929,0.0426415955983833,0.044449692825208,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +614.3498,-42.5688,22027.5,1174.56608907858,0.0428771920574033,1224.92818486412,0.041983424174753,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0428771920574033,0.0446330076070738,0.0428357509088269,0.0446337481570997,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +615.3499,-42.5608,22029.5,1174.67273450717,0.0431223773304686,1225.3274154044,0.0422185011879915,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0431223773304686,0.0449418921067436,0.0430353043744961,0.0448766412368307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +616.3499,-42.5504,22043,1175.39259115011,0.043336936414407,1226.33050513475,0.042424169310328,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.043336936414407,0.045177702223418,0.0433122760912075,0.0451661266491203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +617.3499,-42.5456,22044,1175.44591386441,0.0435887126894363,1226.68208808582,0.0426654584778257,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0435887126894363,0.0454291056184722,0.0435654816008168,0.0454178903134151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +618.35,-42.5344,22046,1175.55255929299,0.0438346010027112,1227.08243668731,0.0429010487510582,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0438346010027112,0.0456790566983832,0.0438091529788045,0.0456696381960935,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +619.3488,-42.516,22054,1175.97914100733,0.0440574208091114,1227.78974888543,0.0431144887229707,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0440574208091114,0.0459429194286134,0.0440387103592385,0.0459240733937084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +620.349,-42.5216,22064,1176.51236815026,0.0442982120808673,1228.62976255034,0.0433450924276565,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0442982120808673,0.0462027309639703,0.0442965324436764,0.0461840232594935,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +621.3491,-42.5056,22052.5,1175.89915693589,0.0445402776130027,1228.27403183071,0.043576862891877,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0445402776130027,0.0464490894748427,0.0445177286541821,0.0464335523344365,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +622.3491,-42.5008,22067,1176.67233629314,0.0447613398188793,1229.34176659343,0.0437884763849765,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0447613398188793,0.0467041618765746,0.0447287007856988,0.046661251879418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +623.3492,-42.4848,22074,1177.04559529318,0.0449960673688281,1230.00801819517,0.0440131221262751,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0449960673688281,0.0469623682215103,0.0449744609421841,0.0469229070809858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +624.3492,-42.4768,22083.5,1177.55216107896,0.0452730212713605,1230.86350511562,0.0442781156676887,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0452730212713605,0.0472260780764622,0.0452649877081144,0.047232630313535,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +625.3493,-42.4688,22075.5,1177.12557936462,0.0454645557884376,1230.64307093764,0.0444613376269767,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0454645557884376,0.047433988454859,0.0454284667990527,0.0473816820901847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +626.3493,-42.456,22083.5,1177.55216107896,0.0457782435419165,1231.45843069214,0.0447613389046208,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0457782435419165,0.0477946976738498,0.045766757888106,0.0477576034876343,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +627.3493,-42.456,22079,1177.31220886465,0.0459876616443233,1231.45404437565,0.0449615698220358,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0459876616443233,0.0479997034219603,0.0459825881757758,0.0480105948031948,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +628.3494,-42.4376,22087,1177.73879057899,0.0462505547426654,1232.20986298522,0.0452128730413984,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0462505547426654,0.0482903957635203,0.0462194646263965,0.0482877731843042,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +629.3494,-42.4376,22091.5,1177.9787427933,0.046477285210231,1232.72799679369,0.0454295571836209,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.046477285210231,0.048510612601815,0.0464790811080216,0.0484826655553318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +630.3494,-42.4192,22098.5,1178.35200179335,0.0467139900607691,1233.39752549321,0.0456557236638117,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0467139900607691,0.0487687425091114,0.0467110149917396,0.0487500109840537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +631.3495,-42.4192,22108.5,1178.88522893627,0.0469570222731928,1234.24216888897,0.0458878825962165,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0469570222731928,0.0490133429542842,0.0469361159430422,0.0490098366126063,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +632.3495,-42.3984,22105,1178.69859943625,0.0472377110768381,1234.37762332309,0.0461559463066787,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0472377110768381,0.049311067558643,0.0472260014360989,0.0493419104461452,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +633.3496,-42.3952,22103.5,1178.61861536481,0.0474898828119852,1234.59107528851,0.0463967143541337,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0474898828119852,0.0495809688623634,0.0474983604228265,0.0495749615218557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +634.3496,-42.3824,22113,1179.12518115059,0.0477367817455609,1235.41282257387,0.0466323918957525,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0477367817455609,0.0498209066115501,0.0476980662793591,0.04979862375131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +635.3496,-42.3848,22118.5,1179.4184560792,0.0479466831881117,1235.96765913904,0.0468327097841787,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0479466831881117,0.0500825526502458,0.0479633338960193,0.0501003630343417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +636.3497,-42.372,22124.5,1179.73839236496,0.0482006564637958,1236.60255733249,0.0470750336629659,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0482006564637958,0.0503727863659712,0.0481773148696661,0.050331565867084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +637.3497,-42.356,22121.5,1179.57842422208,0.048428089971571,1236.70315427883,0.0472919852897658,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.048428089971571,0.0506117304258493,0.0484690319057624,0.0506233824362418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +638.3498,-42.3504,22121.5,1179.57842422208,0.0487146227969577,1237.04114221749,0.0475652454979768,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0487146227969577,0.0509134297874423,0.0487380910746908,0.0509249034294854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +639.3498,-42.34,22136.5,1180.37826493647,0.0489343668024414,1238.1393279185,0.0477747600615449,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0489343668024414,0.0511275316146076,0.0489515650633785,0.0511143528176668,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +640.3498,-42.3296,22141.5,1180.64487850793,0.0492052130431535,1238.73876128322,0.0480329375868328,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0492052130431535,0.0514392443069247,0.0492484752533254,0.0514608537983236,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +641.3499,-42.3192,22136,1180.35160357932,0.0494612954394661,1238.7333229664,0.0482769805508279,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0494612954394661,0.0517072346696671,0.049489506428973,0.0517309737487725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +642.3499,-42.3032,22128,1179.92502186498,0.0497149171950454,1238.58489662336,0.048518619871326,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0497149171950454,0.0519750721571314,0.0497400656450526,0.0519564419061608,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +643.35,-42.3056,22140,1180.56489443649,0.0499870816361505,1239.57788819146,0.0487778608900808,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0499870816361505,0.0522506298461462,0.0499722757997524,0.0522430999315564,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +644.35,-42.3008,22140,1180.56489443649,0.0502117469231006,1239.84312014223,0.0489918075743205,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0502117469231006,0.0525326847344863,0.050217786616983,0.0525111591635038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +645.349,-42.2928,22146,1180.88483072224,0.0504492866338875,1240.45962802896,0.0492179646820163,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0504492866338875,0.052781183499254,0.0504193321467592,0.0527165031159929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +646.3491,-42.2824,22146.5,1180.91149207939,0.0507046220499775,1240.78916295975,0.0494610077225965,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0507046220499775,0.0530768442873566,0.0507097141113873,0.0530551413619873,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +647.3491,-42.2664,22167.5,1182.03126907953,0.0509610559663947,1242.26883073712,0.0497050369422504,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0509610559663947,0.0533147946579262,0.0509539768327245,0.0533056075382547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +648.3491,-42.2584,22159.5,1181.60468736519,0.0511976729369066,1242.10009768963,0.04993015502516,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0511976729369066,0.0535522099650221,0.0512487586944726,0.0535937487623235,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +649.3492,-42.248,22159.5,1181.60468736519,0.0514608296753275,1242.41104492526,0.0501804636125679,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0514608296753275,0.0538783693711323,0.0514357260593126,0.0538577483898096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +650.3492,-42.2456,22156,1181.41805786517,0.0516871207427621,1242.48215566973,0.0503956563366581,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0516871207427621,0.054091477508989,0.0517062881089967,0.0541192255673476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +651.3493,-42.2376,22164.5,1181.87130093666,0.0519694353268918,1243.2924850754,0.0506640600216704,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0519694353268918,0.0543777364674805,0.0519689002733792,0.0543691105519749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +652.3493,-42.2168,22177.5,1182.56449622246,0.0522222661622354,1244.3206940982,0.0509043716210188,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0522222661622354,0.0546798180172687,0.0522154398610014,0.0546441839388917,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +653.3493,-42.2272,22177.5,1182.56449622246,0.0524628377339257,1244.60518549768,0.051132977384696,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0524628377339257,0.0549581274612921,0.0524611922599969,0.0549089624397148,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +654.3494,-42.2088,22182,1182.80444843678,0.0527474811387494,1245.19440377153,0.0514033954080226,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0527474811387494,0.0552385007215712,0.0527231052180436,0.0551993752999165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +655.3494,-42.2032,22174,1182.37786672244,0.053005848415743,1245.05080869606,0.0516487871874527,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.053005848415743,0.0554872287992565,0.0530037501100168,0.0555027635805819,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +656.3495,-42.1952,22172.5,1182.297882651,0.0532426411463072,1245.24654454503,0.0518736350463215,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0532426411463072,0.0557777682655382,0.0533025825477965,0.0557989340322102,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +657.3495,-42.18,22184,1182.91109386536,0.0535085661055528,1246.20697032845,0.0521260853211737,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0535085661055528,0.0560471345057847,0.0535216693606575,0.0560543623807487,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +658.3495,-42.1688,22187.5,1183.09772336538,0.0537669333825462,1246.70925984261,0.0523712998442398,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0537669333825462,0.0563521206858597,0.0537988297791776,0.0563835893886447,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +659.3496,-42.1664,22182.5,1182.83110979392,0.05401422777624,1246.72081877915,0.0526059488669995,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.05401422777624,0.0566262260597315,0.054010333376154,0.0565598933408221,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +660.3496,-42.1536,22177.5,1182.56449622246,0.0542671464916097,1246.73889697474,0.0528458776731541,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0542671464916097,0.0569026245627767,0.0542861694858729,0.056911740723649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +661.3497,-42.156,22189,1183.17770743682,0.0545696734817629,1247.74332860255,0.0531327912829347,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0545696734817629,0.0572064641782648,0.0546063406563431,0.0572437515485483,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +662.3497,-42.1432,22194,1183.44432100829,0.0548090586730996,1248.30779023478,0.0533597635081831,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0548090586730996,0.057457256072206,0.0548639713243937,0.0574941272771124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +663.3497,-42.1272,22192,1183.3376755797,0.055035701260639,1248.46349438336,0.0535746064129458,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.055035701260639,0.057737400019568,0.0550890717686986,0.0577458714558782,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +664.3498,-42.1248,22195.5,1183.52430507972,0.0553440722725336,1249.02535975635,0.0538668486131001,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0553440722725336,0.0580329843700315,0.0553480279776325,0.0580009177987587,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +665.3498,-42.1088,22192.5,1183.36433693685,0.0555387704705537,1249.08693722902,0.0540513194843676,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0555387704705537,0.0582915729031627,0.055620404401782,0.0583011023846595,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +666.3499,-42.1064,22210.5,1184.32414579411,0.0558027620692231,1250.41270431469,0.054301389495284,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0558027620692231,0.0585678185309298,0.0558654929346315,0.0585561955385914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +667.3499,-42.0984,22205,1184.0308708655,0.0560839342130125,1250.4359803333,0.0545676652817128,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0560839342130125,0.0588394014627108,0.0561036846527412,0.0588124892237937,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +668.3499,-42.0848,22203.5,1183.95088679406,0.0563388741689845,1250.65334682741,0.0548090373746463,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0563388741689845,0.0591311639312183,0.0563393226113066,0.0590640364486192,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +669.35,-42.0744,22207,1184.13751629409,0.0565783911803606,1251.13411190232,0.0550357542616063,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0565783911803606,0.0593882237115671,0.0566337610314028,0.0593891930231577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +670.35,-42.0664,22193.5,1183.41765965114,0.0568251582938972,1250.66555548861,0.0552692800496362,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0568251582938972,0.0596638578382213,0.0568761049551403,0.0596526738248378,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +671.349,-42.048,22207,1184.13751629409,0.0570581282433223,1251.70218655653,0.0554896989836918,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0570581282433223,0.0599284849448426,0.0571323062490988,0.0599731929784304,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +672.3491,-42.0272,22215.5,1184.59075936557,0.0573397837272556,1252.5149373129,0.0557561157106519,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0573397837272556,0.060232477435609,0.0573530798886561,0.0602138806536422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +673.3491,-42.0432,22223.5,1185.01734107992,0.0575881326812636,1253.26027694763,0.0559909690626009,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0575881326812636,0.0604897665288751,0.0576446854131229,0.0604670794272983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +674.3492,-42.048,22225.5,1185.1239865085,0.0578836732093347,1253.7233160561,0.0562703776835722,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0578836732093347,0.0608188305652717,0.0578907723804149,0.06077002342152,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +675.3492,-42.0192,22230,1185.36393872282,0.0581099642767695,1254.24539485697,0.0564842640245221,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0581099642767695,0.0610660298901744,0.0582001496074022,0.0610691977479485,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +676.3493,-42.0088,22223,1184.99067972277,0.0583744831555961,1254.16389819579,0.0567342246424938,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0583744831555961,0.0613651303720373,0.0584614392045783,0.0613929605541106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +677.3493,-42.0032,22223.5,1185.01734107992,0.0586239306099314,1254.48771545495,0.0569698860901999,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0586239306099314,0.0616358724897879,0.0587139022024264,0.0616754633177039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +678.3493,-41.9928,22230,1185.36393872282,0.0588947329106305,1255.17563129579,0.0572256593278488,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0588947329106305,0.0619438397377882,0.0589602688366567,0.0619463514852925,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +679.3494,-41.9744,22221.5,1184.91069565133,0.0591801232956769,1255.03385671434,0.0574951402538295,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0591801232956769,0.0622227606829243,0.0592168086481635,0.0622104651728453,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +680.3494,-41.9744,22233.5,1185.55056822284,0.0594566817380911,1256.03947104208,0.0577562123199128,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0594566817380911,0.0625009936893084,0.0594948456843991,0.0625195984624481,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +681.3494,-41.9664,22235,1185.63055229428,0.0597081943730419,1256.42241176528,0.0579935818978698,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0597081943730419,0.0628248599662451,0.0598101075265677,0.0628460876159499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +682.3495,-41.964,22244.5,1186.13711808006,0.0600033833810082,1257.30935831866,0.0582720999877575,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0600033833810082,0.0631328272142455,0.0600861190687632,0.0631592409614433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +683.3495,-41.948,22235,1185.63055229428,0.0602719447410396,1257.09081142545,0.0585254268627209,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0602719447410396,0.063398295134897,0.0603099238438227,0.0634118177198067,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +684.3495,-41.9432,22240,1185.89716586574,0.0605123844926907,1257.6586311354,0.0587521729296047,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0605123844926907,0.0636749229508598,0.0605853710862798,0.0636740318435219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +685.3496,-41.9248,22240,1185.89716586574,0.0607779579318315,1257.97357392421,0.0590025615117021,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0607779579318315,0.0639735648068879,0.0608120167746507,0.0639565871364676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +686.3496,-41.9192,22246.5,1186.24376350864,0.0610618104164196,1258.67795530366,0.0592701146893884,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0610618104164196,0.0642852010615658,0.0610996472643598,0.0642481380721387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +687.3497,-41.9088,22238,1185.79052043716,0.0613395991792007,1258.52643567127,0.0595318830458468,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0613395991792007,0.0645692433285228,0.0613592628075416,0.0645464876344555,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +688.3497,-41.9032,22241.5,1185.97714993718,0.0615989770764952,1259.03212920941,0.0597762404676641,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0615989770764952,0.0648707898148375,0.0616839821778281,0.0649127323412877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +689.3497,-41.88,22244.5,1186.13711808006,0.0618503578914067,1259.50012334159,0.0600130069512774,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0618503578914067,0.0651717248000393,0.0619373272455585,0.0651656162214028,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +690.3498,-41.8848,22243,1186.05713400862,0.0621590804234061,1259.78135478822,0.0603037048442381,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0621590804234061,0.065474800039136,0.0622256034430722,0.0654844859676817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +691.3498,-41.8768,22251.5,1186.51037708011,0.0624112082185401,1260.56192327752,0.0605410495888819,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0624112082185401,0.0657461536579996,0.0624499161282138,0.0657415927866574,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +692.3499,-41.8664,22245,1186.1637794372,0.0626741013168823,1260.50552832806,0.0607884684557892,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0626741013168823,0.0660348586209427,0.0627772828751145,0.06609841925725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +693.3499,-41.856,22246.5,1186.24376350864,0.0629412126564813,1260.90738449006,0.0610397945910959,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0629412126564813,0.066357196145097,0.0630154594101096,0.0663547863408356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +694.3499,-41.8456,22254.5,1186.67034522298,0.0632244939208993,1261.69697725064,0.061306266075626,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0632244939208993,0.0666507931169435,0.0633306743585916,0.0667228548221288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +695.35,-41.8328,22258,1186.85697472301,0.0634808838973034,1262.19970453811,0.0615473807879133,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0634808838973034,0.0669287968104102,0.0635682239299401,0.0669808499097663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +696.35,-41.8328,22253,1186.59036115154,0.0637676803627689,1262.25647602299,0.0618170215548849,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0637676803627689,0.067265886798914,0.0638385209648948,0.0672893063097293,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +697.3491,-41.8112,22249.5,1186.40373165152,0.0640387463035465,1262.37953923633,0.0620718059552391,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0640387463035465,0.0675922755179415,0.064118225340135,0.0675849240922931,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +698.3491,-41.8064,22250,1186.43039300867,0.0642985196609589,1262.7161109599,0.0623159151599752,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0642985196609589,0.067836111586723,0.0643582953083665,0.0678397746461983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +699.3491,-41.796,22258,1186.85697472301,0.0645564035978084,1263.4761925961,0.0625581899484479,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0645564035978084,0.0681395690140155,0.0646348723865568,0.0681562170833657,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +700.3492,-41.7904,22250,1186.43039300867,0.0648406515425144,1263.35931270119,0.0628251650019808,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0648406515425144,0.0684575495927404,0.0649451936766871,0.0684621890082565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +701.3492,-41.7848,22263,1187.12358829447,0.065130919269014,1264.44203888602,0.0630977204973444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.065130919269014,0.0687640645255974,0.0652319391459864,0.0687822598041061,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +702.3492,-41.7848,22259.5,1186.93695879445,0.0653954820878536,1264.5572734227,0.0633460749134463,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0653954820878536,0.069044590661155,0.0654772644341025,0.0690708576667945,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +703.3493,-41.7664,22263,1187.12358829447,0.0656527069245068,1265.06146531994,0.0635874817847022,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0656527069245068,0.0693419330773182,0.0657807951477368,0.0693611641885896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +704.3493,-41.7584,22253,1186.59036115154,0.0659075150604396,1264.79558324971,0.0638265631247633,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0659075150604396,0.069604878555879,0.0660162206381718,0.0696574221457914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +705.3494,-41.7512,22261.5,1187.04360422303,0.0661867099036397,1265.61011489871,0.0640884604100962,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0661867099036397,0.0699014565956511,0.0662969203788522,0.0699600210531321,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +706.3494,-41.7376,22268,1187.39020186593,0.0664556667237889,1266.29900939222,0.0643406891236609,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0664556667237889,0.0702217303035492,0.0665773334719006,0.0702488640203499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +707.3494,-41.7352,22271,1187.55017000881,0.0667490102512052,1266.81796848055,0.0646157152685324,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0667490102512052,0.0705251877308417,0.0668569864255361,0.0705148942975125,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +708.3495,-41.7216,22271,1187.55017000881,0.0670419583185037,1267.16585900767,0.0648902951814238,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0670419583185037,0.0708561627082162,0.0671151007843563,0.0708890786669844,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +709.3495,-41.7112,22269.5,1187.47018593737,0.0673182091808265,1267.4085523103,0.065149155769315,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0673182091808265,0.0711603845118997,0.0674098072513352,0.0712050234456164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +710.3496,-41.7064,22263,1187.12358829447,0.0675986343443931,1267.37152166119,0.0654118593645674,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0675986343443931,0.0714821869725802,0.0677417735836273,0.0715495961101835,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +711.3496,-41.696,22269.5,1187.47018593737,0.0678811686285883,1268.07704987041,0.06567646901852,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0678811686285883,0.0717573624733998,0.0679695601390319,0.0718059501383715,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +712.3496,-41.688,22268,1187.39020186593,0.0681672181138311,1268.33128874275,0.0659442995496335,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0681672181138311,0.0720913949563388,0.0682603417558009,0.0721179099794823,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +713.3497,-41.672,22263,1187.12358829447,0.0684197853090961,1268.34632934094,0.0661807207166976,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0684197853090961,0.0723604554460289,0.0685444090708496,0.0724205553371595,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +714.3497,-41.664,22256,1186.75032929442,0.06870258323337,1268.28314257,0.06644537371934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.06870258323337,0.0726929591761857,0.0687659418145123,0.0726623876475675,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +715.3497,-41.6592,22279,1187.97675172315,0.0689737809941869,1269.91600002269,0.0666991050762563,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0689737809941869,0.0730078822493457,0.0691227048837907,0.0730397576008368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +716.3498,-41.648,22271,1187.55017000881,0.0692165056265187,1269.748243033,0.0669261425246006,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0692165056265187,0.0732884083849033,0.0692910398276708,0.0732591731372321,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +717.3498,-41.6408,22274,1187.71013815169,0.0695179780563577,1270.27734547303,0.0672080591759061,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0695179780563577,0.0735872795538488,0.0696643915660621,0.0736426095894965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +718.3499,-41.6432,22269.5,1187.47018593737,0.0698042911816789,1270.3607005661,0.0674757263068921,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0698042911816789,0.0739075532617468,0.0699120125371092,0.0739339335040661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +719.3499,-41.6168,22268,1187.39020186593,0.070108224252251,1270.63602041327,0.0677597875200713,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.070108224252251,0.0742477007558153,0.0702072051031982,0.0742734142582799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +720.3499,-41.6112,22266,1187.28355643735,0.0704125088429276,1270.88317035406,0.0680440964623034,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0704125088429276,0.0745824976151457,0.0704950202288328,0.0745610909606611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +721.35,-41.6088,22276,1187.81678358027,0.0706658230184154,1271.75483418706,0.0682807194507297,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0706658230184154,0.0748599662451385,0.0707652431486504,0.0749168993666115,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +722.35,-41.5904,22272.5,1187.63015408025,0.0709519603836844,1271.89484172302,0.068547935542405,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0709519603836844,0.0751794755766455,0.0710846845171701,0.0752597205488489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +723.3491,-41.5928,22272.5,1187.63015408025,0.0712213126639513,1272.21473261314,0.0687994112610833,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0712213126639513,0.0754882836386763,0.0713532276392325,0.0755550468868894,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +724.3491,-41.5824,22282.5,1188.16338122317,0.0715165456119306,1273.13672187084,0.0690749773539744,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0715165456119306,0.0758184942396595,0.0716665068866159,0.0759059962145445,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +725.3491,-41.5664,22266,1187.28355643735,0.0718017602369247,1272.53260568991,0.0693411203957236,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0718017602369247,0.0761150722794315,0.0719607608768467,0.0762693286423179,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +726.3492,-41.5664,22277.5,1187.89676765171,0.0720798565797973,1273.52019629565,0.0696005529523078,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0720798565797973,0.0764170009539418,0.072225548641731,0.0764938681437752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +727.3492,-41.5512,22269.5,1187.47018593737,0.0723612044836391,1273.39695888021,0.0698629503765732,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0723612044836391,0.0767556196952277,0.072485411142921,0.0768143604528508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +728.3492,-41.5432,22276,1187.81678358027,0.0726430796676377,1274.10345282045,0.0701257705375433,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0726430796676377,0.0770292664432649,0.0727134469296503,0.0770631449780781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +729.3493,-41.5272,22279,1187.97675172315,0.0729663463439713,1274.65907483797,0.0704270990783866,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0729663463439713,0.0774015177457622,0.0730833983376909,0.0774874554290016,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +730.3493,-41.5192,22273,1187.6568154374,0.0732142558978483,1274.61022544166,0.0706581230236414,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0732142558978483,0.0777233202064427,0.0733957755481692,0.0778122407590242,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +731.3494,-41.5144,22271,1187.55017000881,0.073527767891275,1274.86808326846,0.0709502046917517,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.073527767891275,0.0780420651615587,0.0736559604694305,0.0781103113969781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +732.3494,-41.5088,22279.5,1188.0034130803,0.0737973838116206,1275.6749569249,0.0712013226200717,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0737973838116206,0.0783210625443338,0.0739045013172166,0.0783728968597511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +733.3494,-41.5112,22272.5,1187.63015408025,0.0740863772777406,1275.61736974186,0.0714704186234023,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0740863772777406,0.0786963713523959,0.0742082821541129,0.0787365633122991,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +734.3495,-41.4904,22281,1188.08339715174,0.0744164107160906,1276.49629919915,0.0717776404178444,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0744164107160906,0.0790013575324707,0.0745687253255303,0.0791335595355288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +735.3495,-41.48,22276,1187.81678358027,0.0746591792884356,1276.4982097874,0.0720035687886351,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0746591792884356,0.0793055793361544,0.0747937674109368,0.0793764608505037,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +736.3496,-41.4824,22276,1187.81678358027,0.0749881581664712,1276.88897642018,0.0723096458598568,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0749881581664712,0.0796633074872197,0.0751308646191624,0.0797347197805467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +737.3496,-41.4536,22274.5,1187.73679950883,0.0752675287697236,1277.13481323672,0.0725694945899604,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0752675287697236,0.0799767018075973,0.0754584523496385,0.0800861084105151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +738.3496,-41.456,22279,1187.97675172315,0.075540747771143,1277.71740388305,0.0728235562893402,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.075540747771143,0.0803252574419685,0.0757190248151666,0.0804123025509562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +739.3497,-41.4512,22279,1187.97675172315,0.0758487233229196,1278.08327167866,0.0731098601483285,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0758487233229196,0.0806218354817405,0.0759424791338546,0.0807060215626826,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +740.3497,-41.4408,22283,1188.19004258032,0.076166321737564,1278.69010764886,0.0734050238997894,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.076166321737564,0.080952810459115,0.0763275162246144,0.0810175243264561,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +741.3498,-41.4272,22277.5,1187.89676765171,0.0764654214066956,1278.72979457785,0.0736829159935103,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0764654214066956,0.0813044235990508,0.076585500100199,0.081371703351467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +742.3498,-41.4144,22272.5,1187.63015408025,0.0767682999169535,1278.8025019391,0.0739642403191105,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0767682999169535,0.0816675023848543,0.0769004524086683,0.081744129311648,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +743.3498,-41.4112,22281,1188.08339715174,0.0770635768049459,1279.64135327882,0.0742384278200326,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0770635768049459,0.0819877760927524,0.0772363773719595,0.0821123321951626,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +744.3499,-41.3984,22279.5,1188.0034130803,0.077346506549259,1279.89132685066,0.0745010795297749,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.077346506549259,0.0823263948340386,0.0775107330880068,0.0823959194667642,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +745.3499,-41.3776,22277.5,1187.89676765171,0.0776394106765445,1280.12437263676,0.0747729180849581,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0776394106765445,0.0826688354572806,0.077848929367104,0.0827802987039248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +746.35,-41.3824,22276,1187.81678358027,0.0779591182118172,1280.41793262538,0.0750695480309635,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0779591182118172,0.083031914243084,0.078130669697137,0.0830955726612191,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +747.35,-41.3696,22276,1187.81678358027,0.078285284929015,1280.80535892632,0.0753720802663729,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.078285284929015,0.083361360467676,0.0784328767007328,0.0834318774895905,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +748.35,-41.364,22272.5,1187.63015408025,0.0785439158460869,1280.9112769586,0.0756119053932014,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0785439158460869,0.0836869848103123,0.0787451629279075,0.0838434026935795,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +749.3491,-41.3592,22281,1188.08339715174,0.0788616460807706,1281.77760953236,0.0759064538476857,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0788616460807706,0.0840347760682924,0.0790202160625028,0.0841452024000053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +750.3491,-41.3432,22268,1187.39020186593,0.0791681716121152,1281.3937131378,0.0761905329006192,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0791681716121152,0.0843886823374019,0.0793280108095479,0.0844722079341113,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +751.3491,-41.3408,22271,1187.55017000881,0.0794427088139273,1281.89237236675,0.0764448975994926,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0794427088139273,0.0846837316243915,0.0796133523892579,0.0847749797067984,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +752.3492,-41.3272,22274,1187.71013815169,0.0797414130229411,1282.41982282958,0.0767215800814526,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0797414130229411,0.0850231147420689,0.0798950815144578,0.0851029181402319,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +753.3492,-41.3272,22269.5,1187.47018593737,0.0800380959913526,1282.51303866629,0.0769963145800804,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0800380959913526,0.085362497859746,0.0802082040336724,0.0854543041023122,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +754.3493,-41.304,22266,1187.28355643735,0.0803678657896241,1282.70300195533,0.0773015996113814,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0803678657896241,0.0857393354205904,0.0805541450135857,0.0858573410011924,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +755.3493,-41.304,22271,1187.55017000881,0.0806302316078092,1283.30261526251,0.0775444187233372,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0806302316078092,0.0860053384047158,0.080845838983489,0.0861240581292978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +756.3494,-41.288,22258,1186.85697472301,0.080925684255854,1282.9041875163,0.0778177890744962,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.080925684255854,0.0863623021793899,0.0810762905995485,0.0864414486924886,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +757.3494,-41.2856,22271,1187.55017000881,0.081201100257928,1283.98055042501,0.0780725530462822,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.081201100257928,0.0866848690164617,0.0813816464020658,0.086803015555319,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +758.3494,-41.2696,22268,1187.39020186593,0.0814856118427125,1284.14541896102,0.0783356624322454,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0814856118427125,0.0869967345840569,0.0816703540949635,0.087127796985843,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +759.3495,-41.264,22279.5,1188.0034130803,0.0818071209185222,1285.19055194578,0.0786329029058142,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0818071209185222,0.0873575202406869,0.082016289251002,0.087467716450539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +760.3495,-41.2536,22271,1187.55017000881,0.0820947961842493,1285.04185917425,0.0788987885868131,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0820947961842493,0.0876907883472348,0.0822855489206349,0.0878284337814568,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +761.3495,-41.2432,22271,1187.55017000881,0.0823900730722419,1285.39251529279,0.0791716266130967,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0823900730722419,0.088043930239953,0.0826242744259809,0.0881848657832817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +762.3496,-41.2376,22274.5,1187.73679950883,0.0827254671921893,1285.99288114955,0.0794814429867662,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0827254671921893,0.0884314690702737,0.0829206888725493,0.0885540978249818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +763.3496,-41.2272,22266.5,1187.31021779449,0.0830383640254325,1285.90251587082,0.0797703912376419,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0830383640254325,0.0888060135019446,0.0832337750807983,0.0888975752235924,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +764.3496,-41.2192,22267.5,1187.36354050879,0.0833233150103479,1286.29860682641,0.0800334599480205,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0833233150103479,0.0890918902722403,0.0835236051170035,0.0892322637192091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +765.3497,-41.212,22266.5,1187.31021779449,0.0836377058040364,1286.61412048851,0.0803236274156166,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0836377058040364,0.089446560917741,0.0838721764475171,0.0895997158224508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +766.3497,-41.1936,22263,1187.12358829447,0.0839278417104968,1286.75630890365,0.0805913341140605,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0839278417104968,0.0897790646478977,0.0841860402631168,0.0899713658461786,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +767.3498,-41.2008,22269.5,1187.47018593737,0.0842659161712431,1287.53344908142,0.0809031830549195,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0842659161712431,0.0901780691240857,0.0845272909689535,0.090386827477509,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +768.3498,-41.1744,22263,1187.12358829447,0.0846264439786805,1287.58563613504,0.0812356364466896,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0846264439786805,0.0905617860724506,0.0848289712729906,0.0907279895777949,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +769.3498,-41.1776,22259.5,1186.93695879445,0.0849491833748567,1287.76628416147,0.0815331502963916,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0849491833748567,0.0909447386444242,0.0851939218002815,0.0911400557607305,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +770.3499,-41.1744,22259.5,1186.93695879445,0.0852112416129502,1288.07733076962,0.0817746607730825,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0852112416129502,0.0912245004035906,0.085431321477202,0.0913931058441531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +771.3499,-41.1536,22264.5,1187.20357236591,0.085541670511418,1288.75894918321,0.0820790979102382,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.085541670511418,0.0916043954699997,0.0857764286757405,0.0918014158474769,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +772.3499,-41.1432,22266.5,1187.31021779449,0.085870385749375,1289.26500420068,0.0823818642502521,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.085870385749375,0.0919506579751975,0.0861365295498916,0.09217904412324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +773.35,-41.1328,22253,1186.59036115154,0.0861701445187031,1288.83902405647,0.0826578800676864,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0861701445187031,0.0923641856028177,0.086409128940596,0.0925297810552934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +774.349,-41.1248,22263,1187.12358829447,0.0865055386386505,1289.81635373053,0.0829666183899417,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0865055386386505,0.0926875168162806,0.0867351744370735,0.092891580712972,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +775.3491,-41.1192,22253,1186.59036115154,0.0868038473875467,1289.59096977247,0.0832411386701078,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0868038473875467,0.0930582393659956,0.087039932864819,0.0932277908582946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +776.3491,-41.104,22253,1186.59036115154,0.0871325186854907,1289.9809679666,0.0835435130225291,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0871325186854907,0.0934228469045814,0.0874037851342827,0.0936757003984997,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +777.3492,-41.088,22248,1186.32374758008,0.0874255546328153,1290.03875918635,0.0838130261274619,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0874255546328153,0.0937798106792554,0.0877269029366919,0.0940111512920364,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +778.3492,-41.0936,22253,1186.59036115154,0.0877508425497511,1290.714665104,0.0841121171986798,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0877508425497511,0.094134481324756,0.0880366409196491,0.0943368005145903,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +779.3492,-41.08,22253,1186.59036115154,0.0880572362610564,1291.07822892855,0.0843937539076472,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0880572362610564,0.0945319570481617,0.0883437253267102,0.0947298930125661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +780.3493,-41.08,22251,1186.48371572296,0.0883667057732784,1291.32937313504,0.084678137394091,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0883667057732784,0.0948789839297508,0.0886736731452199,0.0951081494685729,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +781.3493,-41.0696,22231.5,1185.44392279426,0.0886891815293763,1290.57997405586,0.0849743868016851,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0886891815293763,0.0952137807890812,0.0889505228032315,0.0954306664050128,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +782.3493,-41.0512,22246.5,1186.24376350864,0.0889737809941868,1291.78835632878,0.0852357674389359,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0889737809941868,0.0955959689846636,0.0892666281459314,0.0958146121538805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +783.3494,-41.0488,22248,1186.32374758008,0.0893145797357448,1292.27975452573,0.0855486725165946,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0893145797357448,0.0959835078149843,0.0896205006719003,0.0962033404477107,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +784.3494,-41.0408,22241.5,1185.97714993718,0.0896482162551685,1292.29788594844,0.0858549067695564,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0896482162551685,0.0963488797299612,0.089964125321105,0.0965824026043402,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +785.3495,-41.0248,22241.5,1185.97714993718,0.0899789087937148,1292.69007974281,0.086158346323307,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0899789087937148,0.0966981997407234,0.0902591796120237,0.0969346773157529,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +786.3495,-41.0224,22240,1185.89716586574,0.0903026148701793,1292.98678091055,0.0864552860307069,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0903026148701793,0.0970735085487855,0.0906154834861135,0.097351576214745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +787.3495,-41.004,22243,1186.05713400862,0.0906333513487388,1293.5534669549,0.0867585837764616,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0906333513487388,0.09745034610963,0.0909343053536096,0.097707832286682,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +788.3496,-40.9824,22238,1185.79052043716,0.090947170922257,1293.63481357735,0.0870462830591413,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.090947170922257,0.0978554655969474,0.0912632281254994,0.0980868651925051,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +789.3496,-40.9904,22233,1185.52390686569,0.0912966258463945,1293.75823942276,0.0873665542659076,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0912966258463945,0.098214722500795,0.0915960728430281,0.0984479893061362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +790.3497,-40.98,22231.5,1185.44392279426,0.0916175197620209,1294.05135481763,0.0876605593403476,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0916175197620209,0.0985693931462956,0.0919259369691723,0.0988884186479594,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +791.3497,-40.9752,22236.5,1185.71053636572,0.0919616140045612,1294.75039103213,0.0879757246943918,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0919616140045612,0.098965340116919,0.0922713227125568,0.0992720661049174,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +792.3497,-40.9672,22236.5,1185.71053636572,0.0922920429030289,1295.14218405856,0.0882782801232848,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0922920429030289,0.0993528789472398,0.0926182338999611,0.0996169681497562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +793.3498,-40.9592,22225,1185.09732515135,0.0926110473980921,1294.85042970229,0.0885702880377282,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0926110473980921,0.0997320096372574,0.0929426419451208,0.100014803181478,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +794.3498,-40.9408,22233,1185.52390686569,0.0929571628812347,1295.7268457758,0.0888870161859582,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0929571628812347,0.100157767287137,0.0932900336308348,0.100416821654333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +795.3498,-40.9408,22220,1184.83071157989,0.0932730915753813,1295.34353504241,0.0891760330410691,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0932730915753813,0.100524667954896,0.0935905097582206,0.100751966440372,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +796.3499,-40.9272,22218.5,1184.75072750845,0.0936153842773846,1295.66162213706,0.0894890738829576,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0936153842773846,0.100919850549128,0.0939232245740274,0.101166157919825,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +797.3499,-40.9168,22225,1185.09732515135,0.0939411994744776,1296.42678937006,0.0897869543601276,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0939411994744776,0.101311975637796,0.0942676768588456,0.101575819829565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +798.35,-40.9144,22218.5,1184.75072750845,0.0942829648963237,1296.45253876102,0.0900993221971982,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0942829648963237,0.101665881906905,0.0946207435464771,0.101971777859394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +799.35,-40.8936,22213.5,1184.48411393699,0.0945959935496062,1296.53156553858,0.0903853395251172,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0945959935496062,0.102044248220532,0.0949559703613181,0.102365009129551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +800.349,-40.896,22215,1184.56409800843,0.0949392089918844,1297.02567647354,0.0906988448249552,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0949392089918844,0.102458540224543,0.0952754437800864,0.102708370435858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +801.3491,-40.888,22200.5,1183.79091865119,0.0952673090696583,1296.56749397219,0.0909984513483789,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0952673090696583,0.102814739622826,0.0955953465919773,0.103082504181974,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +802.3491,-40.8776,22207,1184.13751629409,0.0955972106879689,1297.33775992278,0.0912996124816476,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0955972106879689,0.103231324756011,0.0959502832692299,0.103507683776534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +803.3491,-40.864,22207,1184.13751629409,0.095912831802024,1297.71149872487,0.0915876523355544,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.095912831802024,0.103583702272338,0.0962499736428678,0.103872479441653,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +804.3492,-40.8568,22207,1184.13751629409,0.0962646155468555,1298.12805905475,0.091908596927222,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0962646155468555,0.103955189198444,0.0966326885902097,0.104265745465744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +805.3492,-40.8512,22213.5,1184.48411393699,0.0966007127070125,1298.90612353344,0.0922151339119228,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0966007127070125,0.104350371792677,0.0969705438648588,0.104705233446413,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +806.3493,-40.8408,22211.5,1184.3774685084,0.0969450266496181,1299.19697375615,0.0925290675940482,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0969450266496181,0.10477918694812,0.0973268587089824,0.105071005200019,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +807.3493,-40.8304,22203.5,1183.95088679406,0.0972687327260824,1299.11228916244,0.0928241218725382,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0972687327260824,0.105145323239488,0.0976613698256141,0.105466989700864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +808.3493,-40.8224,22192,1183.3376755797,0.0976363348756278,1298.87442914355,0.0931590813734372,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0976363348756278,0.105545856468459,0.0980008530284189,0.105896566317169,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +809.3494,-40.8088,22177.5,1182.56449622246,0.0979229555810408,1298.36470685777,0.0934201726664733,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0979229555810408,0.105931102169606,0.0982798603540224,0.10620113721207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +810.3494,-40.804,22190.5,1183.25769150826,0.0982667861835024,1299.53262207969,0.0937332882399888,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0982667861835024,0.106278129051195,0.0986479417787507,0.106626925431542,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +811.3495,-40.7936,22193.5,1183.41765965114,0.098646076376531,1300.15716849042,0.0940785820413597,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.098646076376531,0.106715352346941,0.0989859328295167,0.107021026867294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +812.3495,-40.788,22187,1183.07106200824,0.0989420123647198,1300.1264936538,0.0943479100300705,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0989420123647198,0.1070822530147,0.0993050883903195,0.107397377695219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +813.3495,-40.7776,22179,1182.6444802939,0.0992846565868279,1300.06293138419,0.094659656065839,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0992846565868279,0.107478199985324,0.0996552171121194,0.107858499150006,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +814.3496,-40.7648,22187.5,1183.09772336538,0.0996391646124712,1300.98059217642,0.0949820938195229,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0996391646124712,0.107907015140768,0.100062570265846,0.108292464936369,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +815.3496,-40.7536,22184,1182.91109386536,0.0999827755148672,1301.18182821735,0.0952945210588794,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.0999827755148672,0.108246398258445,0.100371239631766,0.108680876247388,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +816.3497,-40.7464,22182.5,1182.83110979392,0.10033060465852,1301.50527024845,0.095610684337878,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.10033060465852,0.108691265318103,0.100718310373561,0.109079985353087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +817.3497,-40.7432,22177.5,1182.56449622246,0.100672414020379,1301.61611879197,0.0959212785185366,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.100672414020379,0.109100206687376,0.101083392658218,0.10947336044987,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +818.3497,-40.7304,22169,1182.11125315097,0.101047837492256,1301.56103895714,0.0962623059267713,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.101047837492256,0.109519084949735,0.101450049577481,0.109909192420313,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +819.3498,-40.7224,22172.5,1182.297882651,0.101376904250318,1302.15558189586,0.0965611281786956,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.101376904250318,0.109899744392535,0.101766697447445,0.110292281208238,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +820.3498,-40.72,22172.5,1182.297882651,0.101762346045179,1302.61128891381,0.0969110305271212,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.101762346045179,0.110325502042414,0.102119071198072,0.11071503778969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +821.3499,-40.712,22166,1181.9512850081,0.102110263068859,1302.64064165485,0.0972267629566014,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.102110263068859,0.110757374703422,0.102511353918112,0.111210970004956,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +822.3499,-40.688,22162.5,1181.76465550807,0.102436825246174,1302.82087500646,0.0975230253330636,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.102436825246174,0.111146442286525,0.102846917845666,0.11152040771013,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +823.3499,-40.6832,22159.5,1181.60468736519,0.102806009236191,1303.08074976798,0.0978578492242863,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.102806009236191,0.111578314947533,0.103204753574769,0.111981899389438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +824.35,-40.672,22156,1181.41805786517,0.103171326505055,1303.30652605215,0.0981890559563634,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.103171326505055,0.111981141305677,0.103593981767377,0.112410656739267,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +825.35,-40.6696,22163,1181.79131686522,0.10353167855244,1304.14415559897,0.0985156536450983,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.10353167855244,0.112420657730597,0.103975762083108,0.112882314658683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +826.3491,-40.6568,22149.5,1181.07146022227,0.103869401493082,1303.74864591612,0.0988216451083898,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.103869401493082,0.112798259667832,0.104233299062063,0.11322011194094,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +827.3491,-40.6432,22144.5,1180.80484665081,0.104230895980807,1303.8811937957,0.099149070897307,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.104230895980807,0.11322936795245,0.104621605103618,0.113650894447526,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +828.3491,-40.6464,22144.5,1180.80484665081,0.104587337367027,1304.3020815121,0.0994718148731876,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.104587337367027,0.113656654355111,0.10502595255225,0.114139454346209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +829.3492,-40.6304,22138,1180.4582490079,0.104934946810614,1304.32957257969,0.099786461572109,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.104934946810614,0.114066360100775,0.105346624727382,0.114472859695143,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +830.3492,-40.6096,22137.5,1180.43158765076,0.105307118721521,1304.73943699413,0.100123231847391,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.105307118721521,0.114473772717266,0.105729779770429,0.114881804126558,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +831.3492,-40.612,22129.5,1180.00500593642,0.105646599262687,1304.66852192655,0.100430321535495,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.105646599262687,0.114858254042022,0.106076748232985,0.115340174534238,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +832.3493,-40.6016,22120,1179.49844015064,0.105974391760369,1304.49506992791,0.10072674890837,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.105974391760369,0.115287069197466,0.106387648898469,0.115733644617528,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +833.3493,-40.588,22123,1179.65840829352,0.106350386452415,1305.11553589738,0.101066658038683,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.106350386452415,0.115699068072304,0.106753367734782,0.116147199706662,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +834.3494,-40.5912,22123,1179.65840829352,0.106729676645444,1305.56296876277,0.101409429367264,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.106729676645444,0.116119475087445,0.107195833434793,0.116621150558611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +835.3494,-40.5776,22108,1178.85856757913,0.107078911869516,1305.08946024356,0.101724935620859,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.107078911869516,0.11654293960815,0.107527171265763,0.117014703606901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +836.3495,-40.5832,22096.5,1178.24535636476,0.107440494237267,1304.83661978535,0.102051491685319,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.107440494237267,0.116932771567644,0.107845077209415,0.117402838335624,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +837.3495,-40.5592,22105,1178.69859943625,0.107800231124469,1305.76258088157,0.102376275250595,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.107800231124469,0.117359293593914,0.108218753878793,0.117849489469707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +838.3495,-40.5512,22106.5,1178.77858350769,0.108151970929287,1306.26581060328,0.102693736798228,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.108151970929287,0.117746832424235,0.108584318491412,0.118280023272004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +839.3496,-40.5304,22107,1178.80524486484,0.108509554755847,1306.71687712898,0.103016369573253,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.108509554755847,0.118208515764499,0.10896253098239,0.118713181950085,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +840.3496,-40.5384,22095,1178.16537229333,0.108885857027985,1306.45091857618,0.103355778840316,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.108885857027985,0.118622043392119,0.109321197766983,0.119168193617766,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +841.3496,-40.5144,22083.5,1177.55216107896,0.109225337569151,1306.17069337809,0.103661877600958,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.109225337569151,0.119030984761392,0.109699043142008,0.119545426005416,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +842.3497,-40.512,22085.5,1177.65880650755,0.109592060918434,1306.72086217146,0.103992435088809,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.109592060918434,0.119414701709757,0.11001555037168,0.119950266396999,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +843.3497,-40.5016,22095,1178.16537229333,0.10991620639503,1307.6648405218,0.104284522740542,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.10991620639503,0.119826700584595,0.110376063798997,0.120405981936579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +844.3498,-40.4912,22082,1177.47217700752,0.110287411625649,1307.3325356709,0.10461891120029,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.110287411625649,0.120253222610865,0.110765012739078,0.120852929328421,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +845.3498,-40.4856,22085.5,1177.65880650755,0.110658704736294,1307.97700465697,0.104953267006015,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.110658704736294,0.120655284592618,0.111150831566213,0.121294790114496,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +846.3498,-40.4776,22074,1177.04559529318,0.111044981391405,1307.75060151935,0.105300997138899,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.111044981391405,0.121129962331532,0.111535565808397,0.121728972896897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +847.3499,-40.4728,22067.5,1176.69899765028,0.111399840937153,1307.78307881943,0.105620338744322,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.111399840937153,0.121517501161852,0.111844232806644,0.122068323085663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +848.3499,-40.4592,22067,1176.67233629314,0.111785150911975,1308.20683097961,0.105966967549476,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.111785150911975,0.121983006384072,0.112250566271911,0.122551145447968,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +849.3499,-40.4592,22062.5,1176.43238407882,0.11214791966008,1308.36682857401,0.106293208258896,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.11214791966008,0.122362901450481,0.112600514661746,0.122976267719543,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +850.35,-40.4384,22060.5,1176.32573865023,0.112480721319255,1308.63970624001,0.106592405756875,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.112480721319255,0.122807768510139,0.112982338355925,0.123490088353286,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +851.35,-40.4328,22056,1176.08578643592,0.112862735793095,1308.82204582045,0.106935736559473,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.112862735793095,0.123202951104371,0.113384877941456,0.123909119456397,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +852.3491,-40.4224,22054,1175.97914100733,0.113236928944605,1309.14340743791,0.107271923802983,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.113236928944605,0.123642467529291,0.113747030394159,0.124289189318119,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +853.3491,-40.412,22046,1175.55255929299,0.113605673534491,1309.10199956666,0.1076031053538,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.113605673534491,0.124051408898564,0.114063284047191,0.124682386707559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +854.3491,-40.404,22044.5,1175.47257522155,0.113998936651683,1309.47519886002,0.107956186972934,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.113998936651683,0.12450162659296,0.114488529440968,0.125192258250813,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +855.3492,-40.4064,22032.5,1174.83270265004,0.114385389066846,1309.21639843112,0.108303032366322,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.114385389066846,0.124940378641489,0.114879344899548,0.125654987951151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +856.3492,-40.3832,22027.5,1174.56608907858,0.114747982054899,1309.34517759046,0.108628354301697,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.114747982054899,0.125361550033021,0.115264922476922,0.126073728431723,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +857.3492,-40.3856,22028,1174.59275043573,0.115138828471371,1309.83398365187,0.10897890700117,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.115138828471371,0.12578042829538,0.11569348544721,0.126560887737983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +858.3493,-40.3696,22010,1173.63294157846,0.11550520030055,1309.1936495748,0.109307396735747,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.11550520030055,0.126216122838344,0.116024404670706,0.126980587551172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +859.3493,-40.3648,22008,1173.52629614988,0.115867309948458,1309.49963123854,0.109631958994557,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.115867309948458,0.126647995499352,0.116371458974824,0.127356797253982,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +860.3494,-40.3568,22013,1173.79290972134,0.116219752793486,1310.2108315199,0.109947755679946,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.116219752793486,0.127028654942152,0.116770556082061,0.127832638192887,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +861.3494,-40.3384,21995,1172.83310086407,0.116623737273874,1309.61328028534,0.110309612197515,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.116623737273874,0.127477343883766,0.117158015646163,0.128282799109466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +862.3494,-40.3304,21996.5,1172.91308493551,0.11702613991379,1310.17457571989,0.110669921705625,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.11702613991379,0.127916860308686,0.117558026176447,0.128711904089476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +863.3495,-40.3248,21990,1172.56648729261,0.117422654591951,1310.25235691607,0.111024832217155,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.117422654591951,0.128386951789252,0.117956056160918,0.129185173577252,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +864.3495,-40.3176,21972,1171.60667843535,0.117751984990092,1309.56569044876,0.111319512010575,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.117751984990092,0.128737800552797,0.118314023753527,0.129596235933645,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +865.3496,-40.3016,21977,1171.87329200681,0.118097221672972,1310.26827194557,0.111628331303571,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.118097221672972,0.1291528569332,0.118681419756773,0.130004287902665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +866.3496,-40.3016,21987,1172.40651914973,0.118468295083552,1311.29952061824,0.111960155621888,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.118468295083552,0.129561033926082,0.119046584973496,0.130423761682875,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +867.3496,-40.2808,21953.5,1170.62020822093,0.118885461567868,1309.78993199595,0.11233306624267,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.118885461567868,0.129963860284226,0.119490743319343,0.130927533458112,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +868.3497,-40.2752,21960.5,1170.99346722098,0.119272924603332,1310.66128274782,0.112679300040714,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.119272924603332,0.130438538023139,0.119878470971841,0.131357457461272,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +869.3497,-40.2752,21967,1171.34006486388,0.119644788934147,1311.48479969463,0.113011482266069,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.119644788934147,0.130801616808943,0.120294409575547,0.131814177595247,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +870.3497,-40.2672,21959,1170.91348314954,0.119972317791751,1311.3906876566,0.113303968744186,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.119972317791751,0.131203678790695,0.120579892727619,0.132148992227735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +871.3498,-40.2616,21958.5,1170.8868217924,0.120394185857467,1311.85478743333,0.113680575044999,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.120394185857467,0.131669184012915,0.121045315718433,0.132660871282264,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +872.3498,-40.2432,21945.5,1170.19362650659,0.120772377550169,1311.52069297385,0.114018070439109,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.120772377550169,0.132070481618277,0.121424027080382,0.133063223584549,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +873.3499,-40.236,21935.5,1169.66039936367,0.121168408888186,1311.38628889409,0.114371363750451,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.121168408888186,0.132522228065455,0.121786116317656,0.133494295492625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +874.3499,-40.2248,21927.5,1169.23381764933,0.121575864629608,1311.38442998422,0.114734718369804,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.121575864629608,0.132915117530514,0.122205451050617,0.133940672680209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +875.3499,-40.2144,21919,1168.78057457784,0.121951639621589,1311.31528200547,0.115069704230046,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.121951639621589,0.133360748966563,0.122596586695026,0.13438846380026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +876.35,-40.2176,21913,1168.46063829209,0.122348198239763,1311.41969210121,0.115423096067992,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.122348198239763,0.133808673531786,0.123032130769728,0.134894513366004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +877.35,-40.2016,21909.5,1168.27400879206,0.122715492809217,1311.63932951718,0.115750297985866,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.122715492809217,0.134154936036984,0.123435608575411,0.135276688339491,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +878.349,-40.1856,21898,1167.6607975777,0.123115786328504,1311.41827483645,0.116106774919147,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.123115786328504,0.134607446860553,0.123800447960268,0.135732041402392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +879.3491,-40.1728,21888,1167.12757043477,0.123513179806928,1311.2832078995,0.116460543599742,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.123513179806928,0.135024796370129,0.124182580407535,0.136162056594885,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +880.3491,-40.1728,21888,1167.12757043477,0.123906179284042,1311.74188842441,0.11681027759979,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.123906179284042,0.135461255289485,0.12457676025366,0.136574908557002,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +881.3492,-40.1648,21886,1167.02092500619,0.124310822864625,1312.09425649395,0.117170246041062,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.124310822864625,0.135865610400411,0.124974542026891,0.13700865561261,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +882.3492,-40.1544,21873,1166.32772972039,0.124682731135454,1311.74865646094,0.117500979113691,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.124682731135454,0.136286017415552,0.125348718915975,0.137417648298639,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +883.3492,-40.144,21870,1166.16776157751,0.125174815342095,1312.14259579088,0.117938414999584,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.125174815342095,0.136775218305897,0.125870952842731,0.137980213049563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +884.3493,-40.1408,21862,1165.74117986317,0.125522336905657,1312.06773698675,0.118247227374431,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.125522336905657,0.137161992759827,0.126219466865304,0.138304638206731,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +885.3493,-40.1256,21845.5,1164.86135507734,0.125851096083627,1311.46043339928,0.118539279484036,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.125851096083627,0.137489145855245,0.126617252639472,0.138744569272687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +886.3494,-40.1224,21820.5,1163.52828722003,0.126257673024787,1310.43266126295,0.118900342813795,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.126257673024787,0.137908024117604,0.127024793223598,0.139191608804635,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +887.3494,-40.1096,21827.5,1163.90154622008,0.126621803913298,1311.27685957994,0.119223601022154,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.126621803913298,0.138280275420101,0.127389862239764,0.139612249918199,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +888.3494,-40.1016,21827.5,1163.90154622008,0.127003554747059,1311.72117996563,0.119562389220419,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.127003554747059,0.138693803047722,0.127779271182758,0.140019319927825,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +889.3495,-40.096,21825.5,1163.79490079149,0.127379373679053,1312.03836634519,0.119895801020816,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.127379373679053,0.139090514394736,0.128134157923104,0.140367488602902,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +890.3495,-40.0808,21804,1162.6484624342,0.127786917300501,1311.21972535283,0.120257232129036,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.127786917300501,0.139491047623707,0.128554719517941,0.140807795691572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +891.3496,-40.0696,21779.5,1161.34205593403,0.128176665216646,1310.1990078395,0.120602758912396,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.128176665216646,0.13986100579703,0.129005591241381,0.141272377110633,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +892.3496,-40.0592,21784.5,1161.6086695055,0.128535523303586,1310.91664771437,0.12092079511727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.128535523303586,0.140240136487048,0.129371504720132,0.141644431533174,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +893.3496,-40.0544,21779.5,1161.34205593403,0.128943022985021,1311.0890113458,0.121281817096001,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.128943022985021,0.140643727221583,0.129837483417287,0.142111252566179,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +894.3497,-40.0488,21765,1160.56887657679,0.129330354200446,1310.66566045848,0.121624850161117,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.129330354200446,0.141032030428295,0.130205036563788,0.142513427900102,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +895.3497,-40.044,21760,1160.30226300533,0.129719750596486,1310.81638317892,0.121969593643406,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.129719750596486,0.141404281730793,0.130582875175637,0.142866706913942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +896.3498,-40.0256,21763.5,1160.48889250535,0.13009855744937,1311.46682335631,0.122304847902638,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.13009855744937,0.141779590538855,0.131052687914593,0.143310105542029,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +897.3498,-40.0096,21751.5,1159.84901993384,0.130483999244232,1311.19075857431,0.122645858937565,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.130483999244232,0.142174773133087,0.131482891755775,0.14376307660498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +898.3498,-40.004,21731.5,1158.78256564799,0.13090674611021,1310.47502076621,0.123019741135297,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.13090674611021,0.142568426974537,0.13186414253209,0.144151680019422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +899.3499,-40.004,21722,1158.27599986221,0.13128348778248,1310.33851293886,0.123352818053505,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.13128348778248,0.142930741383949,0.132271539716241,0.144519282368085,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +900.3499,-39.996,21700.5,1157.12956150493,0.131704520987947,1309.52875612393,0.123724921846096,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.131704520987947,0.143355734657437,0.132710639541717,0.145002937248964,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +901.3499,-39.9808,21692.5,1156.70297979058,0.132100684146004,1309.50423477464,0.124074919417621,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.132100684146004,0.143699704033461,0.133136783705115,0.145384525523047,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +902.35,-39.9728,21684,1156.2497367191,0.132481556179504,1309.43150117179,0.124411292308222,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.132481556179504,0.144091829122129,0.133546893805772,0.145787358187299,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +903.3497,-39.9672,21672.5,1155.63652550473,0.132930623113326,1309.25600893259,0.124807747261372,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.132930623113326,0.144491597974708,0.133970994538203,0.146199659573439,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +904.3491,-39.9544,21656,1154.75670071891,0.133336057614145,1308.72740669629,0.125165546728304,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.133336057614145,0.144885251816158,0.134423577088526,0.146605309494784,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +905.3491,-39.9464,21654.5,1154.67671664747,0.133720049388575,1309.08014422541,0.125504304800427,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.133720049388575,0.145231514321356,0.134813329254625,0.146969641553466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +906.3492,-39.9512,21636.5,1153.7169077902,0.134111730665296,1308.44387899176,0.125849728375545,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.134111730665296,0.145640455690629,0.135247064504669,0.147395499021906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +907.3492,-39.9304,21620,1152.83708300438,0.134537904852296,1307.93736878782,0.126225435743788,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.134537904852296,0.146022643886212,0.135700759785645,0.147792983848077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +908.3492,-39.936,21608.5,1152.22387179001,0.134951512195551,1307.71822567588,0.126589929488264,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.134951512195551,0.146392602059536,0.136160350979966,0.148244872772889,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +909.3493,-39.9096,21582,1150.81081986126,0.135382387963952,1306.61033674883,0.126969499888498,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.135382387963952,0.146793899664897,0.136592346151416,0.148606464370272,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +910.3493,-39.9072,21582.5,1150.83748121841,0.135767917638839,1307.08428958416,0.127309001574176,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.135767917638839,0.147138633417313,0.137040841916518,0.149090025815205,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +911.3493,-39.896,21561,1149.69104286112,0.136189082664347,1306.26641133579,0.127679752455708,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.136189082664347,0.14751088471981,0.137469772546011,0.14943980585824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +912.3494,-39.8856,21551,1149.15781571819,0.136588277683307,1306.11930255345,0.128031036334216,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.136588277683307,0.147886957904263,0.137883496943236,0.149844838797498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +913.3494,-39.8752,21539.5,1148.54460450383,0.137014671570372,1305.91206627385,0.12840611844097,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.137014671570372,0.148237042291417,0.138329853951544,0.150213683515132,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +914.3495,-39.8648,21518,1147.39816614654,0.137377528198504,1305.02489007125,0.128725198528606,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.137377528198504,0.148577954161877,0.138707682345981,0.150552088886702,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +915.3495,-39.8488,21496.5,1146.25172778925,0.13780550392604,1304.21152476334,0.129101410663227,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.13780550392604,0.148950969840765,0.139185448726091,0.150996859254819,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +916.3495,-39.852,21487,1145.74516200347,0.138216123348405,1304.10561664078,0.129462232741453,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.138216123348405,0.149259777902796,0.139635582752279,0.151336432079195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +917.3496,-39.8408,21472,1144.94532128908,0.138642341475418,1303.68322149392,0.129836624157148,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.138642341475418,0.149615977301079,0.140055931186872,0.151691073583845,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +918.3496,-39.844,21446,1143.55893071748,0.138977252255221,1302.48760870051,0.130130712584503,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.138977252255221,0.149899560942201,0.140378110335578,0.151966312235648,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +919.3496,-39.8256,21422.5,1142.3058469316,0.139407293163374,1301.55161301703,0.130508208924289,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.139407293163374,0.150309266687865,0.140865276887722,0.152351746463865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +920.3497,-39.82,21426,1142.49247643163,0.139825294507938,1302.24182342179,0.130875000230724,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.139825294507938,0.150629540395764,0.141288715721992,0.152683527617338,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +921.3497,-39.804,21404.5,1141.34603807434,0.140204980161084,1301.36843669948,0.13120805340188,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.140204980161084,0.150942934716141,0.141710999164794,0.15308304461113,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +922.3497,-39.7992,21377,1139.87966343129,0.140615775343501,1300.16472610297,0.131568270385935,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.140615775343501,0.151294547856077,0.142148168125279,0.153409881809647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +923.3498,-39.7776,21362,1139.07982271691,0.141019012843666,1299.71173486659,0.131921734057203,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.141019012843666,0.151607177800064,0.142612611890228,0.153759426204011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +924.3498,-39.7728,21347,1138.27998200252,0.141429544386004,1299.26640124085,0.132281463125764,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.141429544386004,0.151960319692782,0.143036040234382,0.154164011135023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +925.3499,-39.7672,21329,1137.32017314525,0.141848951810988,1298.6478475794,0.132648836120692,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.141848951810988,0.152232437688037,0.143404223588356,0.154400895243065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +926.3499,-39.7624,21301,1135.82713714506,0.142292658063212,1297.44699958976,0.133037346409097,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.142292658063212,0.152567998923758,0.143755456187789,0.154785332991923,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +927.35,-39.7464,21281.5,1134.78734421636,0.142700992604896,1296.72262463151,0.133394751818877,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.142700992604896,0.152867634469095,0.144150618797461,0.155057189390494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +928.35,-39.7464,21258.5,1133.56092178763,0.143097243642979,1295.77036519683,0.133741458746696,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.143097243642979,0.15315962625052,0.144358873957038,0.155378651055691,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +929.3491,-39.7256,21237,1132.41448343034,0.143539719574836,1294.96094082441,0.134128468966943,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.143539719574836,0.153440152386077,0.144873327142341,0.155687707852358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +930.3491,-39.7224,21214,1131.18806100161,0.143925117429685,1293.99443551632,0.134465434022983,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.143925117429685,0.153685517207641,0.144909470607334,0.155933849096835,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +931.3491,-39.7176,21184,1129.58837957284,0.144336571712298,1292.62929372643,0.134825055729714,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.144336571712298,0.153970629601546,0.145249165748975,0.156128330844382,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +932.3492,-39.7016,21168,1128.73521614416,0.144774961222939,1292.1478132924,0.135208077272957,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.144774961222939,0.154195356260548,0.145151348568454,0.156411439553006,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +933.3492,-39.6968,21138.5,1127.16219607253,0.145152801395535,1290.7729464596,0.135538079102878,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.145152801395535,0.154444542964068,0.145487463136156,0.156629742461616,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +934.3492,-39.6912,21115.5,1125.9357736438,0.145587543885088,1289.85799750096,0.135917644159797,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.145587543885088,0.154681499645329,0.146155259346766,0.156829895546356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +935.3492,-39.6784,21085.5,1124.33609221502,0.146002425488723,1288.49188874293,0.136279734772614,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.146002425488723,0.154863421226427,0.146731825424021,0.157010762004788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +936.3493,-39.6728,21058,1122.86971757198,0.146457600084365,1287.32252161498,0.13667684058606,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.146457600084365,0.155095791649341,0.146243378394314,0.156637526352077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +937.3493,-39.652,21023.5,1121.03008392889,0.146885927332006,1285.69362737386,0.137050380134323,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.146885927332006,0.155249431303965,0.146198989251601,0.156709313669501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +938.3494,-39.6568,20995,1119.51038657155,0.147303005936296,1284.41763169044,0.137413975828502,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.147303005936296,0.155409185969719,0.146366313682036,0.15657538506925,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +939.3494,-39.652,20964,1117.85738242848,0.147737177205679,1283.00647662699,0.13779233197037,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.147737177205679,0.155590343174425,0.146150372000627,0.156003777871345,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +940.3495,-39.6408,20919.5,1115.48452164246,0.14814788450807,1280.74119372529,0.138150108858787,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.14814788450807,0.155717229655358,0.146852169402629,0.156560642394297,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +941.3495,-39.62,20890,1113.91150157083,0.148573443534886,1279.40916915232,0.138520688455441,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.148573443534886,0.155838765501553,0.146415791799343,0.156146987896427,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +942.3495,-39.62,20859,1112.25849742777,0.149003748083117,1277.9891823818,0.138895260900565,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.149003748083117,0.155959536971357,0.146778046017473,0.156235794573915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +943.3496,-39.6072,20812.5,1109.77899121316,0.149429746510065,1275.61298455234,0.139265946789739,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.149429746510065,0.156024508964606,0.147012520963494,0.156291836493033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +944.3496,-39.604,20771.5,1107.59275992717,0.149862687459081,1273.57958754008,0.139642533036653,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.149862687459081,0.156117762884328,0.146640852712209,0.156366887179804,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +945.3497,-39.5888,20717.5,1104.71333335537,0.150331571338808,1270.78662463762,0.140050223721409,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.150331571338808,0.156206430545703,0.146899078247362,0.156341547096004,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +946.3497,-39.5728,20663.5,1101.83390678358,0.150737049779641,1267.92109923931,0.140402649930092,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.150737049779641,0.156247706870826,0.145998238631432,0.156392096071603,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +947.3497,-39.5672,20623.5,1099.70099821188,0.151175043830163,1265.94834481663,0.140783197959727,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.151175043830163,0.156351662060025,0.145403279705439,0.155734352534806,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +948.3498,-39.5568,20571,1096.90155571152,0.151635051827246,1263.23027996122,0.141182716794623,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.151635051827246,0.156411283418536,0.145340245212925,0.155440324037569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +949.3498,-39.5464,20513.5,1093.8354996397,0.152058282033368,1260.16224654202,0.141550153036819,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.152058282033368,0.156424277817186,0.144861759285894,0.156527034394351,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +950.3498,-39.5384,20458,1090.87608899646,0.152506382286902,1257.24165485259,0.141939033649387,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.152506382286902,0.156428099699141,0.14423031868253,0.155439398506858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +951.3499,-39.528,20395.5,1087.54341935318,0.152935983794923,1253.86794211165,0.142311718318771,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.152935983794923,0.156477019788176,0.14390788309296,0.155560804477584,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +952.3499,-39.5256,20329,1083.99745885273,0.153427760421473,1250.31276126707,0.142738170247905,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.153427760421473,0.156513709854952,0.144834092660472,0.156434563142549,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +953.35,-39.5152,20260,1080.31819156654,0.153929599311021,1246.61113792278,0.143173160428636,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.153929599311021,0.15653205488834,0.144047762778192,0.1555701034259,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +954.35,-39.5072,20173.5,1075.70577678024,0.154403448412228,1241.79845819206,0.143583715663142,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.154403448412228,0.156549635545337,0.143675379974698,0.15556254449874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +955.349,-39.4888,20079.5,1070.69344163674,0.15484144246275,1236.48115857518,0.143963055297067,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.15484144246275,0.156554986180075,0.143500323895545,0.155611256369312,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +956.3491,-39.4888,19985.5,1065.68110649325,0.155395306327801,1231.28294848452,0.144442541978207,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.155395306327801,0.156569509331507,0.143768249522915,0.15558425032427,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +957.3491,-39.4832,19880.5,1060.08222149253,0.155886204154089,1225.33441509223,0.144867326091647,"S190918-ERR-073","DP1180","A36R19W18","E191002-WEL-001",NA,0.00025,0.155886204154089,0.156529761759166,0.145207128211778,0.156407921840033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R01T1.046W17.93-S","0.00025 mm/mm/s" +0,-44.7944,-11.5,-0.612045198526706,0,-0.612045198526706,0,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0,0,-4.11670182943279e-18,-4.71003707416733e-18,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +0.250100000000202,-44.8048,-4.5,-0.239495947249581,-8.12273567618998e-06,-0.239494001887306,-8.12276866578201e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-8.12273567618998e-06,-8.83254535920116e-06,-3.63872462160229e-06,5.58824617619147e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +0.500100000000202,-44.8048,-8.5,-0.452381233693652,-1.23798398898429e-06,-0.452380673652928,-1.23798475529148e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.23798398898429e-06,-1.10693761064338e-05,-2.62980662840534e-06,-5.33059965875522e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +0.750100000000202,-44.8072,-13,-0.691877180943233,-4.1282820343394e-06,-0.691874324679097,-4.12829055571219e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-4.1282820343394e-06,-6.1005169386795e-06,-7.83871688833182e-06,-1.72223190687044e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +1.0001000000002,-44.8128,-14.5,-0.77170916335976,-1.17444020426529e-06,-0.771708257033493,-1.17444089396556e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.17444020426529e-06,1.75096042706773e-06,-4.62400625624864e-06,3.25434677326354e-07,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +1.2501000000002,-44.8128,-14.5,-0.77170916335976,-2.58724645050022e-06,-0.771707166757966,-2.58724979745286e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-2.58724645050022e-06,9.63246713454326e-06,1.26047552652427e-06,7.20183465302324e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +1.5001000000002,-44.8072,-6.5,-0.345938590471616,1.06598541170665e-05,-0.345942278126524,1.06597973011267e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.06598541170665e-05,9.33262442384392e-06,7.57126023387361e-06,1.12810275812984e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +1.7501000000002,-44.7944,-9.5,-0.50560255530467,1.30764953867729e-05,-0.505609166814152,1.30764098901119e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.30764953867729e-05,1.77243633372962e-05,1.38519216929564e-05,1.7617438429876e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +2.0001000000002,-44.7968,-5,-0.26610660805509,2.43338002880002e-06,-0.266107255593596,2.43337706814573e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,2.43338002880002e-06,2.22018512618546e-05,1.83758184798744e-05,2.16673472703581e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +2.2501000000002,-44.8024,-11.5,-0.612045198526706,-5.40023801472119e-06,-0.612041893336958,-5.40025259610111e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-5.40023801472119e-06,9.59395838057555e-06,-3.69373713870934e-06,4.51451886179507e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +2.5001000000002,-44.8024,-14.5,-0.77170916335976,-6.09765630158961e-06,-0.771704457742517,-6.09767489233311e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-6.09765630158961e-06,-1.26376854108459e-05,-3.12973753627552e-07,-4.88745448939404e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +2.7502000000004,-44.7944,-10,-0.532213216110179,2.95322703276684e-07,-0.532213373284825,2.95322659573259e-07,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,2.95322703276684e-07,1.59577190533995e-05,8.64672571126765e-07,5.45521152107675e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +3.0002000000004,-44.8072,-9.5,-0.50560255530467,2.96921178475403e-06,-0.505604056545736,2.96920737656411e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,2.96921178475403e-06,-9.34981242178055e-06,3.11272907924507e-06,4.72731793220884e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +3.2502000000004,-44.8024,-6.5,-0.345938590471616,-3.38117048779962e-06,-0.345937420794263,-3.38117620398487e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-3.38117048779962e-06,9.6728703879737e-06,4.98585887291643e-06,8.50919780053721e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +3.5002000000004,-44.8072,-8,-0.425770572888143,-2.18200661350333e-06,-0.425769643853937,-2.18200899408465e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-2.18200661350333e-06,-9.19244675362847e-06,-1.3779418364653e-06,-2.33693686158694e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +3.7502000000004,-44.8024,-11.5,-0.612045198526706,-3.61659428150121e-06,-0.612042985007541,-3.61660082138983e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-3.61659428150121e-06,9.09474253517465e-06,8.767034312208e-06,5.50448269864049e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +4.0002000000004,-44.8,-8,-0.425770572888143,9.76178765757241e-06,-0.425774729170066,9.76174001160825e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,9.76178765757241e-06,-1.15663766113494e-06,-2.28673494718826e-06,-2.52475895329543e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +4.2502000000004,-44.8048,-8.5,-0.452381233693652,-4.18242818939107e-06,-0.452379341641628,-4.18243693571373e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-4.18242818939107e-06,9.91930807998975e-06,-1.25913713823312e-06,4.15283224987757e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +4.5002000000004,-44.8024,-3,-0.159663964833054,1.63318065843914e-05,-0.159666572434046,1.63316732219453e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.63318065843914e-05,1.00558189774586e-05,4.4441252837012e-06,8.9076222824453e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +4.7502000000004,-44.7944,-3.5,-0.186274625638563,1.564481351854e-05,-0.186277539870344,1.56446911396375e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.564481351854e-05,1.56317582251263e-05,1.57866963635638e-05,1.05025977182164e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +5.0002000000004,-44.7944,-18,-0.957983788998323,9.62655401211191e-06,-0.957993011081011,9.62650767718058e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,9.62655401211191e-06,-5.49664528486844e-06,3.5425972876098e-07,9.14899789722334e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +5.2502999999997,-44.8024,-16.5,-0.878151806581796,4.86375633059975e-07,-0.878152233693437,4.86375514821353e-07,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,4.86375633059975e-07,-1.19415409460436e-05,4.06709418416191e-06,-3.65960471623485e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +5.5002999999997,-44.8128,-8,-0.425770572888143,1.957763364172e-05,-0.425778908468434,1.95774420024303e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.957763364172e-05,2.15786526595077e-05,1.97490274564812e-05,2.49267000161452e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +5.7502999999997,-44.8024,-6.5,-0.345938590471616,6.2164880092145e-06,-0.345940740994716,6.21646868696595e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,6.2164880092145e-06,-3.49626791273298e-06,2.84120489291213e-06,1.10656167287632e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +6.0002999999997,-44.7944,-15,-0.798319824165269,-1.16722335179548e-05,-0.798310505989859,-1.16723016389931e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.16722335179548e-05,-1.01927500262894e-05,1.40580900627291e-06,-1.68222862945548e-07,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +6.2502999999997,-44.8104,-8,-0.425770572888143,-1.12319238347744e-06,-0.425770094665878,-1.12319301421532e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.12319238347744e-06,-1.71670436568085e-05,-2.69700342212656e-07,-1.9216351946576e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +6.5002999999997,-44.7968,-25,-1.33053304027545,-1.96727077906832e-05,-1.33050686508774,-1.96729013009394e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.96727077906832e-05,-3.14932742219333e-05,-1.44762930624774e-05,-1.90267787514971e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +6.7503999999999,-44.8104,-14.5,-0.77170916335976,-1.61754721870417e-05,-0.771696680599652,-1.61756030113799e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.61754721870417e-05,-3.40074084089345e-05,-1.87079254205748e-05,-2.28831818360203e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +7.0003999999999,-44.8,-6.5,-0.345938590471616,-1.0181628951679e-05,-0.345935068253248,-1.01816807848579e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,-1.0181628951679e-05,-1.78419055605906e-06,2.06258739123297e-07,5.51957887546357e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +7.2503999999999,-44.8024,6.5,0.345938590471616,4.54199730379459e-06,0.345940161723761,4.54198698898113e-06,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,4.54199730379459e-06,-2.49470418693617e-06,-4.48974672002836e-06,5.53151633324163e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +7.5003999999999,-44.8024,77.5,4.12465242485389,1.61219408299214e-05,4.12471892225623,1.61218108728028e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,1.61219408299214e-05,1.29445484634982e-05,1.18900336290891e-05,4.48709532861968e-06,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +7.7503999999999,-44.792,143,7.61064899037556,4.13407870294505e-05,7.61096362059463,4.13399325226569e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,4.13407870294505e-05,4.68468427175141e-05,3.67033414596465e-05,3.96743335950678e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +8.0003999999999,-44.7864,238.5,12.6932852042278,5.77739035734032e-05,12.6940185448632,5.77722347257314e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,5.77739035734032e-05,4.42831573663235e-05,5.09845888004042e-05,4.64641428632897e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +8.2503999999999,-44.7944,307.5,16.365556395388,8.28256124927876e-05,16.3669118826202,8.28221826410745e-05,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,8.28256124927876e-05,7.40283242924478e-05,8.47161648685817e-05,8.32344481672862e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +8.5003999999999,-44.7968,412.5,21.9537951645449,0.000108070543701159,21.9561677231246,0.000108064704500585,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000108070543701159,0.000104870467429466,0.000109666242933386,9.75825895828766e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +8.7503999999999,-44.7864,485,25.8123409813437,0.000130942353886576,25.8157209100311,0.000130933781684946,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000130942353886576,0.000117627781304545,0.000131688073302856,0.000127224151155577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +9.0005000000001,-44.776,562.5,29.9369934061976,0.000147004395807078,29.9413942758256,0.000146993591719797,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000147004395807078,0.000154007515356453,0.000155810451058299,0.000166048350099315,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +9.2503999999999,-44.7816,613.5,32.6512808083595,0.000179128918789529,32.6571295969878,0.000179112877120455,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000179128918789529,0.000177124990355643,0.000181086265744239,0.000184342759149537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +9.5003999999999,-44.7816,710.5,37.8137490046282,0.000175515661983894,37.8203859098168,0.000175500260912075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000175515661983894,0.000152709630549599,0.000177236562669122,0.000167580695455705,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +9.7505000000001,-44.7816,784.5,41.7521268038436,0.000203848636684957,41.7606379179713,0.000203827862374701,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000203848636684957,0.000216095146644149,0.000210554696044749,0.000216874287519523,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +10.0005000000001,-44.7784,896.5,47.7129148242776,0.000237336694230065,47.7242388497541,0.000237308534332377,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000237336694230065,0.000230510147411798,0.000226045937783196,0.000223651674394141,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +10.2505000000001,-44.776,960,51.0924687465772,0.000256155666902351,51.1055563719827,0.000256122864640985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000256155666902351,0.000259164449414804,0.000253363352864336,0.000249265216987572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +10.5005000000001,-44.7704,1047.5,55.7493343875413,0.000262378302893531,55.7639618032853,0.000262343887726256,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000262378302893531,0.000264649330470087,0.000268021182969707,0.000274834244866829,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +10.7505000000001,-44.768,1108,58.9692243450079,0.000303262382694395,58.9871074924884,0.000303216407952729,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000303262382694395,0.000291890397103748,0.000295257402871092,0.000290623138326377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +11.0005000000001,-44.7632,1240,65.9944387976622,0.000315887702718763,66.0152856293262,0.000315837820702834,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000315887702718763,0.000325846241519551,0.000321992469392187,0.00031483672396638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +11.2505000000001,-44.7632,1310.5,69.746541971239,0.000352143230413176,69.7711027438389,0.000352081242537833,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000352143230413176,0.000344821791019858,0.00034595051100371,0.000345845279951244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +11.5005000000001,-44.76,1412.5,75.1751167755628,0.000358313169416436,75.2020530099159,0.000358248990583081,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000358313169416436,0.000361108373763339,0.000361652948896398,0.000358188233200129,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +11.7506000000003,-44.7632,1465,77.9692361601413,0.000386053742144848,77.9993364755331,0.000385979242572318,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000386053742144848,0.000383315266837873,0.000387513787453929,0.000371849364781901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +12.0005000000001,-44.7576,1537.5,81.82778197694,0.00043149171998584,81.8630899873279,0.000431398654204149,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00043149171998584,0.000443626041115139,0.000435429823212993,0.000444083264797987,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +12.2506000000003,-44.7656,1593,84.7815653263515,0.000407400413671496,84.8161053711372,0.000407317448655626,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000407400413671496,0.000423718520182148,0.000403204954295738,0.000411079777465517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +12.5006000000003,-44.7416,1688.5,89.8642015402038,0.000441833503866653,89.9039065552425,0.000441735924185749,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000441833503866653,0.000435513306183903,0.000449236246160156,0.000449076018054339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +12.7506000000003,-44.7576,1759.5,93.642915374586,0.000481413333216192,93.6879963226086,0.000481297490994744,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000481413333216192,0.000471004611730664,0.000483854161342559,0.000495854169753617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +13.0006000000003,-44.7416,1841.5,98.0070637466895,0.000479419630506197,98.0540502569779,0.000479304745632424,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000479419630506197,0.000464503729031512,0.000472264524918753,0.000474382042199177,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +13.2506000000003,-44.7496,1903.5,101.306785686573,0.000515530241483987,101.359012398262,0.000515397401422573,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000515530241483987,0.000512125941424767,0.000512284031341731,0.000506344713332137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +13.5006000000003,-44.7392,1963,104.473454322428,0.000512794389527247,104.527027723659,0.000512662955414903,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000512794389527247,0.000544561602929593,0.000531191246937285,0.000529991613536907,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +13.7506000000003,-44.7472,2025.5,107.799786923117,0.000514924226122753,107.855295644975,0.000514791698135953,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000514924226122753,0.000531468168210047,0.000521862087522133,0.000517016870521877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +14.0006000000003,-44.7448,2117.5,112.69614851133,0.000566075435738264,112.759943032705,0.000565915275477703,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000566075435738264,0.000545302596609868,0.000567839629192209,0.000565110208076755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +14.2506000000003,-44.7448,2193.5,116.740968953768,0.000558671508934289,116.806188807048,0.000558515510105543,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000558671508934289,0.000544278955855806,0.000561079577604601,0.000561009066363123,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +14.5006000000003,-44.7232,2289,121.82360516762,0.00060183034204744,121.896922309587,0.000601649314795265,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00060183034204744,0.00059541515889721,0.000589247418832158,0.00059252085111774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +14.7506999999996,-44.7336,2349.5,125.043495125087,0.000614842106649781,125.120377131053,0.000614653168682517,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000614842106649781,0.000617056757824169,0.000617302907823688,0.00062121086656296,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +15.0006999999996,-44.7312,2425.5,129.088315567524,0.000636671833899131,129.170502462131,0.000636469244371135,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000636671833899131,0.000620051288985229,0.000644761683070471,0.000647198319706054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +15.2506999999996,-44.7336,2472.5,131.589717683242,0.000652999117325486,131.675645652738,0.000652786006171018,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000652999117325486,0.000642510272693317,0.000661919290064511,0.000659162186529015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +15.5006999999996,-44.7232,2576.5,137.124735130788,0.000684222082672782,137.218558902645,0.000683988109463958,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000684222082672782,0.00067949120471055,0.000686302928193261,0.000685329068132594,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +15.7506999999996,-44.7264,2652,141.14294491242,0.000670406689004352,141.237568086795,0.000670182066826624,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000670406689004352,0.000681210004483994,0.000688674406330407,0.000676330677099664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +16.0006999999996,-44.7264,2737.5,145.693367910162,0.000724087354040323,145.798862635433,0.000723825329270504,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000724087354040323,0.000716640197150152,0.000720136242564516,0.000719542820437536,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +16.2506999999996,-44.7208,2778.5,147.875442096213,0.000737481171805395,147.984497450531,0.000737209366192253,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000737481171805395,0.000748686264039695,0.000742987418337552,0.000743255370899717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +16.5006999999996,-44.7208,2862.5,152.346033111539,0.000765959502364839,152.462724003248,0.000765666305093772,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000765959502364839,0.000771213999738716,0.000765351015041445,0.000764780903389664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +16.7506999999996,-44.7184,2936.5,156.284410910754,0.000768673397243019,156.404542579825,0.000768378119152397,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000768673397243019,0.000776125947536094,0.000779706577495874,0.000777500935599461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +17.0006999999996,-44.7264,3030.5,161.28721514219,0.000797586477952801,161.415855644054,0.000797268574883461,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000797586477952801,0.000794482729117875,0.000795592008917131,0.000797411785094669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +17.2506999999996,-44.7184,3069.5,163.362846685019,0.000806540574485009,163.494605449234,0.000806215495417121,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000806540574485009,0.000818026466460763,0.00081664487574665,0.000812655362760676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +17.5007999999998,-44.7128,3143.5,167.301224484235,0.000818261262883316,167.438120595463,0.000817926669646828,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000818261262883316,0.000822182142357751,0.000819053122498221,0.00081989364974347,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +17.7506999999996,-44.708,3199.5,170.281618494452,0.000852716310156878,170.426820407862,0.000852352954149075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000852716310156878,0.000844900855809451,0.000841627867604355,0.000845229676858232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +18.0007999999998,-44.708,3293,175.257812065082,0.000861472792984387,175.408791901934,0.000861101938270007,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000861472792984387,0.000875289235806289,0.000872499105590256,0.000874223234613812,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +18.2506999999996,-44.7152,3357.5,178.690587308993,0.000893108551403773,178.850177400574,0.000892709967262996,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000893108551403773,0.000907014460071346,0.000896449144803854,0.000906608247944442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +18.5007999999998,-44.6968,3452.5,183.746612862039,0.000912430780310598,183.914268927392,0.000912014768381623,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000912430780310598,0.00091462301373588,0.000912459739551664,0.000911643327155409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +18.7507999999998,-44.692,3499,186.221404316952,0.000903691863145781,186.389691084777,0.000903283779490084,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000903691863145781,0.000918198117264904,0.000910950407803366,0.0009109181170205,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +19.0007999999998,-44.7,3568,189.893675508112,0.000913453980159633,190.067134641812,0.00091303703496021,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000913453980159633,0.000934354835136443,0.000914825551275977,0.000915665645078307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +19.2507999999998,-44.6944,3640,193.725610664105,0.000954175577581027,193.910458910553,0.000953720641434255,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000954175577581027,0.000975712977243712,0.000963336504955567,0.000963630776862091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +19.5007999999998,-44.692,3732.5,198.648582913124,0.000951777864630209,198.837652237181,0.000951325211272583,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000951777864630209,0.000971259376052685,0.000957484340432625,0.000957007128082578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +19.7509,-44.692,3791.5,201.788640888174,0.000981433094586736,201.986682938453,0.000980951804004446,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.000981433094586736,0.000969968366445088,0.0009854873883823,0.000978549426474161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +20.0009,-44.6968,3873.5,206.152789260278,0.0010287242498365,206.364863633762,0.00102819547565629,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0010287242498365,0.00103041664470422,0.00103177713545045,0.00102748881983305,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +20.2507999999998,-44.6784,3928,209.053351288078,0.00103167088974476,209.269025545005,0.00103113908306716,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00103167088974476,0.00102688737583582,0.00102944912979809,0.00102820927699729,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +20.5007999999998,-44.676,4002,212.991729087294,0.00102526381429586,213.210101799871,0.00102473859031612,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00102526381429586,0.00103333478476415,0.00103379391649566,0.00103407522198768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +20.7509,-44.6704,4056,215.865680454289,0.00107415783626162,216.097554266529,0.00107358134152699,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00107415783626162,0.00106224881651077,0.0010726667604659,0.0010658021857878,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +21.0009,-44.6816,4163,221.560361866668,0.00108833332601422,221.801493392211,0.00108774152064881,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00108833332601422,0.00110799944692833,0.00110208726602411,0.00110839696589024,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +21.2509,-44.6704,4237,225.498739665883,0.00110888954272176,225.748792860195,0.00110827517884534,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00110888954272176,0.0011113530162643,0.00110319521802001,0.001107891502748,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +21.5009,-44.66,4306,229.171010857043,0.00110179740642991,229.423510882434,0.00110119087314459,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00110179740642991,0.0011142100434435,0.00111497517142387,0.00111414253361895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +21.7509,-44.6632,4342,231.08697843504,0.00113313015716876,231.348830059234,0.00113248864975397,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00113313015716876,0.00114198584778464,0.00114302941485707,0.00115462785958817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +22.0009,-44.6704,4432.5,235.903508040837,0.0011713530390792,236.17983433191,0.00117066754036315,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0011713530390792,0.00118859969764395,0.00116757110130571,0.00117336114132895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +22.2510000000002,-44.668,4503.5,239.682221875219,0.00118942810593849,239.967306646411,0.00118872129673929,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00118942810593849,0.00120306817218241,0.00119671414547324,0.00119661789324541,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +22.5009,-44.66,4603.5,245.004354036321,0.00122628086616287,245.304798187802,0.00122552959789613,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00122628086616287,0.00125127095694363,0.00122676946340091,0.00123201810532761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +22.7509,-44.668,4659.5,247.984748046538,0.00123100602941374,248.290018766586,0.00123024896273035,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00123100602941374,0.00123919352386795,0.00122836700369253,0.00123505760984372,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +23.0010000000002,-44.6632,4727,251.577187255282,0.00127005010605265,251.896702888636,0.00126924427464215,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00127005010605265,0.00125784059163371,0.00126432934742376,0.00126406205292082,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +23.2510000000002,-44.652,4781,254.451138622277,0.00124681512579216,254.768392150686,0.00124603849728752,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00124681512579216,0.0012465805433393,0.00125726838976106,0.00124998522358309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +23.5010000000002,-44.6416,4868,259.081393602435,0.0012829081711071,259.413771239269,0.00128208594756898,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0012829081711071,0.00130957264526333,0.00128862950320434,0.00128887960575567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +23.7510000000002,-44.6496,4932.5,262.514168846346,0.0013069511718494,262.857262046947,0.0013060978545816,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0013069511718494,0.00131537836894297,0.00130277917840857,0.00131021082113041,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +24,-44.652,5024.5,267.41053043456,0.00133347971385534,267.767116952166,0.00133259141937579,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00133347971385534,0.00132179522143093,0.00132375194916434,0.0013345616053145,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +24.25,-44.6392,5074,270.044985854305,0.00134872670902918,270.409202739366,0.00134781799414151,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00134872670902918,0.0013340865495896,0.00134014476418303,0.00133638712261569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +24.5,-44.6392,5134.5,273.264875811772,0.00136350821414302,273.637474714578,0.00136257948094568,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00136350821414302,0.00136413880874184,0.00135931733539592,0.0013600779304548,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +24.75,-44.6448,5198.5,276.671040394877,0.00137597105178807,277.051731737328,0.00137502527109881,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00137597105178807,0.00137098345139565,0.00137915797867261,0.00137837461433702,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +25.0001000000002,-44.6448,5292.5,281.673844626312,0.00139694445298326,282.067327341113,0.00139596963382084,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00139694445298326,0.00141760494036529,0.0014079290888514,0.00141328126633289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +25.2501000000002,-44.6368,5350,284.734070618946,0.00141549818414953,285.137111178873,0.00141449731097288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00141549818414953,0.00142392248442196,0.00141938064612036,0.00141471236511908,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +25.5001000000002,-44.6368,5422,288.566005774939,0.0014432387568781,288.982475418391,0.00144219828879905,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0014432387568781,0.0014278489870157,0.00145527815224295,0.00145172522924094,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +25.7501000000002,-44.6312,5463.5,290.774690621796,0.00143857068203071,291.192990566801,0.00143753693052484,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00143857068203071,0.00144386820090551,0.00144793980626801,0.00144933603748518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +26.0001000000002,-44.6392,5547,295.218670976316,0.00145658426907096,295.648681848396,0.00145552447919526,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00145658426907096,0.00148053592940845,0.00146825823482489,0.00147408647121755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +26.2501000000002,-44.6288,5614.5,298.81111018506,0.00149852668004594,299.258886605966,0.00149740500936975,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00149852668004594,0.00149540927678245,0.00149355709826171,0.00149409950840172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +26.5001000000002,-44.6288,5716.5,304.239684989384,0.00152436576979321,304.703457550994,0.00152320510366324,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00152436576979321,0.00152303229892134,0.00151932972120927,0.00152168816408484,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +26.7501000000002,-44.6208,5764.5,306.794308426713,0.00154385048107951,307.26795296737,0.00154265996908295,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00154385048107951,0.00154066336504323,0.00153649065733203,0.00153978315944408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +27.0001000000002,-44.6208,5848.5,311.264899442038,0.0015492650965892,311.747131286537,0.00154806622350781,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0015492650965892,0.00156944753191804,0.00155573039016012,0.00155592918688331,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +27.2501000000002,-44.6264,5887.5,313.340530984868,0.0015620133762521,313.829973085588,0.00156079470225005,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0015620133762521,0.00155153381872236,0.00156512327590626,0.00156387995142951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +27.5001000000002,-44.6184,5976.5,318.077228608249,0.00158090085500859,318.580077170915,0.00157965254671308,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00158090085500859,0.00158429796196173,0.0015904040809299,0.00158661535966516,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +27.7502000000004,-44.6184,6038.5,321.376950548132,0.00159167299762418,321.888477562378,0.00159040762868295,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00159167299762418,0.00158385489357563,0.0015988810523122,0.00159171668413091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +28.0002000000004,-44.6264,6122.5,325.847541563457,0.00161509680875826,326.373816887978,0.00161379394255548,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00161509680875826,0.00162865063523006,0.00162429080540355,0.00162412456118109,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +28.2502000000004,-44.6152,6172,328.481996983203,0.00165259510708466,329.024844724183,0.0016512310743798,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00165259510708466,0.00165358469061226,0.00164619523956783,0.00164532967350646,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +28.5002000000004,-44.6104,6249.5,332.606649408057,0.0016457005844975,333.154020365396,0.00164434790315948,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0016457005844975,0.00166589129699104,0.00164911886986746,0.00164722552810916,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +28.7502000000004,-44.6152,6305.5,335.587043418273,0.00167356411686429,336.148669852222,0.00167216526892808,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00167356411686429,0.00167470683005185,0.00168089777727134,0.00167872414065854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +29.0002000000004,-44.6048,6377.5,339.418978574267,0.00167502206686382,339.987512853291,0.00167362078197204,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00167502206686382,0.00170411740395539,0.00168898551355125,0.00169565246892645,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +29.2502000000004,-44.6,6430,342.213097958845,0.00172524668777471,342.803499972612,0.00172376015921452,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00172524668777471,0.00174343590366472,0.00171837405174048,0.0017199496466437,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +29.5002000000004,-44.6024,6491,345.459598577117,0.0017250885968111,346.055546991281,0.0017236023405148,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0017250885968111,0.00172095400262633,0.00173342919325925,0.00172102751696753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +29.7502999999997,-44.5968,6547,348.439992587334,0.00172652019831636,349.041581272437,0.00172503147561229,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00172652019831636,0.00172718751647167,0.00174334217012707,0.0017366861991187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +30.0002000000004,-44.5968,6635.5,353.150079549909,0.00175922746215699,353.771350868116,0.00175768183400065,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00175922746215699,0.0017797216766623,0.00175845844517487,0.00176023051003555,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +30.2502999999997,-44.6,6698.5,356.503022811404,0.00180802487297834,357.147589143939,0.00180639236345674,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00180802487297834,0.00182549522441017,0.00180573458890209,0.00181944778298373,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +30.5002999999997,-44.5896,6780.5,360.867171183507,0.00178542664798859,361.511473047322,0.00178383466845775,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00178542664798859,0.00178326622375109,0.00178674621932102,0.00178597833185228,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +30.7502999999997,-44.5896,6846,364.353167749029,0.00183350386664144,365.02121069092,0.0018318250501914,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00183350386664144,0.0018607191611034,0.00182958563835153,0.00183525902933433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +31.0002999999997,-44.5864,6912,367.865774975356,0.00183689843094718,368.541507040207,0.00183521339620056,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00183689843094718,0.00183088079703416,0.00183908917061417,0.00183101605344729,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +31.2502999999997,-44.584,6956,370.207513126241,0.00186812139629463,370.899105702581,0.00186637862765028,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00186812139629463,0.00189986196128031,0.00187667474271171,0.0018966018973158,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +31.5002999999997,-44.584,7050,375.210317357676,0.00187749706873004,375.914773628672,0.00187573677406288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00187749706873004,0.00186766311218865,0.00188486821788695,0.00188444722621584,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +31.7502999999997,-44.5656,7101,377.924604759838,0.00188360991932967,378.636467294122,0.00188183815069723,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00188360991932967,0.00190130575309016,0.0018876825921349,0.0019033228040204,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +32.0002999999997,-44.5736,7178,382.022646523887,0.00193785268557022,382.762950135402,0.00193597747125666,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00193785268557022,0.00195922548590464,0.00194120948210971,0.00195421157084877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +32.2502999999997,-44.5736,7237.5,385.189315159742,0.00192488922653993,385.930761922671,0.0019230390012115,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00192488922653993,0.00192824889442978,0.00192608471194782,0.00192778150678261,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +32.5002999999997,-44.576,7303,388.675311725264,0.00196649349850898,389.439639198803,0.00196456248131,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00196649349850898,0.00200535043271736,0.0019659360096234,0.00197954407978545,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +32.7502999999997,-44.5632,7354,391.389599127426,0.00194307407879077,392.150098112199,0.00194118875217732,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00194307407879077,0.00194636886359826,0.00196467924504719,0.00196498603598427,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +33.0002999999997,-44.576,7458,396.924616574972,0.00198141992033959,397.711090917127,0.00197945949707659,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00198141992033959,0.00198830757807363,0.00197925425455857,0.00196820802327342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +33.2502999999997,-44.568,7513.5,399.878399924383,0.00197130209865744,400.666681053362,0.00196936163242024,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00197130209865744,0.00198448802302111,0.00197900381231052,0.00197732606608293,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +33.5002999999997,-44.568,7573,403.045068560239,0.0020263616682109,403.861783637731,0.00202431136670664,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0020263616682109,0.00202176688033252,0.00203554403094101,0.00203361467112144,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +33.7502999999997,-44.5552,7621,405.599691997568,0.00202235230571267,406.419957469876,0.00202031010419214,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00202235230571267,0.00202337109345454,0.00202982425797765,0.00202522641647696,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +34.0003999999999,-44.5552,7694.5,409.511459135977,0.00203562316383936,410.345070148052,0.00203355409043355,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00203562316383936,0.00203093381245818,0.0020297222117289,0.00202454808158246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +34.2503999999999,-44.5552,7752,412.571685128611,0.00207528643008649,413.427889548196,0.00207313599786438,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00207528643008649,0.00207356004684301,0.00207686169918968,0.00208303625221874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +34.5003999999999,-44.5496,7852,417.893817289713,0.00206854999846294,418.758251544825,0.00206641349471744,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00206854999846294,0.00207126831381153,0.00206434336004759,0.00206336154287809,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +34.7503999999999,-44.5528,7906.5,420.794379317513,0.0021266791675632,421.689273957835,0.00212442098647331,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0021266791675632,0.00214261760219016,0.00212943548865756,0.00213615815211067,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +35.0003999999999,-44.5552,7977.5,424.573093151895,0.00210983369708891,425.468871770704,0.00210761112359876,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00210983369708891,0.00212619351546481,0.00210668768780289,0.00211159017194258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +35.2503999999999,-44.5472,8010.5,426.329396765059,0.00214401647659161,427.243454016179,0.00214172135320174,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00214401647659161,0.00214284677549326,0.00214161473318739,0.00214095515952658,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +35.5003999999999,-44.5656,8090.5,430.587102493941,0.00215078364812452,431.513202193078,0.00214847402404889,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00215078364812452,0.0021657641058077,0.00215135181518215,0.00214970375431896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +35.7503999999999,-44.5472,8158.5,434.20615236349,0.00218955984840828,435.156872720637,0.00218716625554985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00218955984840828,0.00221335576176045,0.00220469833961314,0.00222558846111134,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +36.0003999999999,-44.5472,8248.5,438.996071308481,0.00222596468423534,439.973261059732,0.00222349089521208,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00222596468423534,0.00224498167759434,0.00224050274708187,0.00224187673603362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +36.2503999999999,-44.5288,8303,441.896633336282,0.00220159232731855,442.869509573703,0.00219917237411352,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00220159232731855,0.00221641140580252,0.00220970684931932,0.00220707477914833,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +36.5005000000001,-44.5344,8372,445.568904527442,0.00225424540108993,446.573326181342,0.00225170840188952,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00225424540108993,0.00228119105949093,0.00225617116785775,0.00227292743454156,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +36.7505000000001,-44.5312,8418,448.017085321549,0.00227721250499511,449.037315430695,0.00227462358619912,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00227721250499511,0.00229417754666912,0.0022739382013152,0.00228080596826332,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +37.0005000000001,-44.5312,8496.5,452.194959068014,0.0022958760215531,453.233142631605,0.0022932445251565,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0022958760215531,0.00231892826340856,0.00229844961166414,0.00230704886954694,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +37.2505000000001,-44.5288,8549.5,455.015689113398,0.00226970318421561,456.048439671847,0.00226713129881919,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00226970318421561,0.00228944129840417,0.00226668100361746,0.00226767040019309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +37.5005000000001,-44.5264,8653,460.524095900138,0.00229007935288099,461.578732623663,0.00228746111770877,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00229007935288099,0.00231098358889969,0.00230972267228884,0.00230653291018499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +37.7506000000003,-44.5208,8695.5,462.786002068606,0.00232837249744189,463.863540268024,0.00232566603848074,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00232837249744189,0.00235231117456659,0.00233981215308551,0.00234655819667298,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +38.0006000000003,-44.5264,8758.5,466.1389453301,0.00234923172183013,467.23401372725,0.00234647659110533,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00234923172183013,0.00234039416280309,0.00235017757219924,0.00234258949971242,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +38.2506000000003,-44.5184,8801,468.400851498569,0.00237395539199966,469.512814225601,0.0023711420115781,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00237395539199966,0.00238806220985696,0.00237202147265191,0.0023820375672572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +38.5006000000003,-44.5232,8871.5,472.152954672145,0.00237074965856736,473.272311128226,0.00236794386527629,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00237074965856736,0.00241678526385104,0.00237862040377225,0.00238951918663701,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +38.7506000000003,-44.5184,8921,474.787410091891,0.00239002797331769,475.92216528339,0.00238717639911877,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00239002797331769,0.00239333319582939,0.00239902266020729,0.00239187692969454,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +39.0006999999996,-44.5128,9029.5,480.561923486686,0.00242880417360145,481.729114292124,0.0024258593959728,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00242880417360145,0.0024498626106047,0.00243864795778842,0.00244322078166505,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +39.2506000000003,-44.5128,9093.5,483.968088069791,0.00243288819016586,485.145528315673,0.00242993350899521,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00243288819016586,0.0024296953599281,0.00243158725489994,0.00243229392815728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +39.5006000000003,-44.5152,9161,487.560527278535,0.002462793730815,488.761288288509,0.00245976602439347,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.002462793730815,0.00249554448903133,0.00246602810984199,0.00249683519986229,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +39.7506000000003,-44.508,9189,489.050724283644,0.00248944962387535,490.268191425268,0.00248635607724916,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00248944962387535,0.00249630840004178,0.00248982985937666,0.00248749400491367,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +40.0006000000003,-44.5128,9248,492.190782258694,0.00249331406965665,493.417968461055,0.00249021091914719,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00249331406965665,0.00251204496685766,0.00249952496679606,0.00249364196867576,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +40.2506999999996,-44.5048,9315.5,495.783221467437,0.00252488834825685,497.035018746581,0.0025217061729707,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00252488834825685,0.0025248786718336,0.00252277995531645,0.00252943684697709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +40.5006999999996,-44.5048,9409.5,500.786025698873,0.00253274898228941,502.054390995807,0.00252954697902661,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00253274898228941,0.00254649735343011,0.00253888184158254,0.00254549193995018,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +40.7506999999996,-44.5,9454,503.154374510563,0.00254544017354883,504.435123868939,0.00254220602776401,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00254544017354883,0.00256116444483145,0.00255636166589392,0.0025723805023934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +41.0003999999999,-44.4864,9518,506.560539093669,0.00255558434372494,507.855097276526,0.0025523243909311,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00255558434372494,0.00257346341210018,0.00256830930743521,0.00256503192330299,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +41.2503999999999,-44.492,9562.5,508.928887905359,0.00261579065243264,510.260139333095,0.00261237542644504,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00261579065243264,0.00260478376352983,0.00260679920926141,0.00260474802184334,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +41.5006000000003,-44.4896,9636,512.840655043769,0.00259668799430876,514.172342215714,0.00259332242500206,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00259668799430876,0.00261181174482613,0.00259590238612847,0.00260228931168456,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +41.7506999999996,-44.4864,9695.5,516.007323679624,0.00263423459820736,517.366608024589,0.0026307710833885,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00263423459820736,0.00262235371677072,0.00263104062991175,0.0026311619735668,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +42.0006999999996,-44.4864,9794,521.24962385831,0.0026616809460865,522.637024050288,0.0026581449464359,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0026616809460865,0.00267743170062625,0.00266567762904137,0.00267565625296288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +42.2506999999996,-44.4784,9846.5,524.043743242888,0.0026570260454864,525.436141117659,0.0026535023920291,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0026570260454864,0.00267834839383882,0.0026609726435912,0.00266888958793279,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +42.5006999999996,-44.476,9888,526.252428089745,0.00268561416143724,527.665739063114,0.00268201434343303,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00268561416143724,0.00268774449926773,0.00269116153651899,0.00269080355445396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +42.7506999999996,-44.484,9939,528.966715491907,0.00268407716595599,530.38650297451,0.00268048146349774,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00268407716595599,0.00269011262340021,0.00269343915552298,0.00269288078213725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +43.0006999999996,-44.484,10018,533.171199899178,0.002724390361721,534.62376637733,0.00272068593697346,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.002724390361721,0.00275588536140245,0.00271735128806122,0.00273390094105507,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +43.2506999999996,-44.4816,10077,536.311257874228,0.00274314170659182,537.782435653417,0.00273938615981082,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00274314170659182,0.00276367725370933,0.00274278713327418,0.0027529771044881,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +43.5006999999996,-44.476,10132.5,539.265041223639,0.00277203722163907,540.75990399024,0.00276820221201822,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00277203722163907,0.00280660905249812,0.00277430254914018,0.00278584932541007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +43.7507999999998,-44.4712,10179,541.739832678551,0.002790349424944,543.251476109135,0.00278646362679871,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.002790349424944,0.00281516485581559,0.00279349599056491,0.00279499980286695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +44.0007999999998,-44.4736,10243,545.145997261657,0.0027905689957271,546.66726477976,0.00278668258658347,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0027905689957271,0.00279133083228858,0.00280272112843569,0.00280071303307092,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +44.2507999999998,-44.4712,10289,547.594178055763,0.00281450221107784,549.135383080674,0.00281054891569842,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00281450221107784,0.00282119975279833,0.00281572461668182,0.00282158157914764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +44.5007999999998,-44.468,10376,552.224433035922,0.00282675426077106,553.785435804908,0.00282276650411694,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00282675426077106,0.00284518655852732,0.00283542095951009,0.00284903775469078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +44.7507999999998,-44.4632,10425,554.832277794862,0.00286188558605631,556.420144293362,0.00285779818808896,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00286188558605631,0.0028729165282077,0.00285548643799765,0.00286116757878301,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +45.0007999999998,-44.46,10501,558.877098237299,0.00288709231194855,560.490628010944,0.00288293266520592,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00288709231194855,0.00289613942292624,0.00288775641576051,0.00289600036198088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +45.2507999999998,-44.4528,10542,561.059172423351,0.00288792668092415,562.67947017697,0.00288376463186974,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00288792668092415,0.0029059938749615,0.00288811570056509,0.00289686217100269,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +45.5007999999998,-44.46,10606,564.465337006456,0.002923321491149,566.115450657136,0.00291905689604554,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.002923321491149,0.00291554276259239,0.00292102523045123,0.00292663552703219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +45.7507999999998,-44.4472,10651,566.860296478952,0.00293574919746882,568.524456139417,0.00293144830130584,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00293574919746882,0.00294243243016133,0.00294107327153849,0.0029417261844074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +46.0007999999998,-44.4552,10732.5,571.19783419025,0.00295515925468895,572.885814756216,0.00295080135499285,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00295515925468895,0.00296703036469879,0.00295478499782413,0.00296500942126833,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +46.2509,-44.4448,10797,574.630609434161,0.00296965092636907,576.337061755787,0.00296525022327215,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00296965092636907,0.00298169745609986,0.00297077382523634,0.002977682071595,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +46.5007999999998,-44.4496,10862.5,578.116605999682,0.00301136937514554,579.857528642252,0.00300684428459201,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00301136937514554,0.00302485842819202,0.00300163352200206,0.00301138147491471,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +46.7509,-44.4392,10892.5,579.713245648013,0.00299916123960882,581.451899144448,0.00299467272781248,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00299916123960882,0.00302508760149513,0.00300918021371558,0.00301938097631345,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +47.0009,-44.4472,10948,582.667028997424,0.00302331402574235,584.42861439853,0.00301875300251779,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00302331402574235,0.0030516717046597,0.00302822885239627,0.00303028388038057,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +47.2509,-44.4448,11011,586.019972258918,0.00305638138566731,587.811072793759,0.00305172014734614,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00305638138566731,0.00307046391551752,0.00305384023198054,0.00307005027907427,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +47.5009,-44.4368,11101,590.80989120391,0.00307241005282883,592.625101452956,0.0030676998463867,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00307241005282883,0.00308123506076522,0.00307464312715011,0.00307543446414594,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +47.7509,-44.4312,11152,593.524178606072,0.00309001962962796,595.358179968624,0.00308525533096671,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00309001962962796,0.00310132592034083,0.00309616578608028,0.00309866950313683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +48.0009,-44.4264,11211.5,596.690847241927,0.00307912891878954,598.528135285247,0.0030743981100325,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00307912891878954,0.00309911057841047,0.00307861396245862,0.0030754727772317,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +48.2509,-44.4344,11249,598.686646802341,0.00313450467027052,600.563232892771,0.00312960235206126,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00313450467027052,0.00316350827659366,0.00312892088116536,0.00314902593737994,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +48.5009,-44.4264,11313,602.092811385446,0.00315966748200627,603.99522446273,0.00315468622269837,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00315966748200627,0.00316572361852415,0.0031636223582023,0.0031645133244316,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +48.7509,-44.4312,11364,604.807098787608,0.00316063359345151,606.718672421594,0.00315564929070378,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00316063359345151,0.00318589086920075,0.00317930184645891,0.00319222936528363,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +49.0010000000002,-44.4232,11449.5,609.35752178535,0.00319356921090651,611.303547205358,0.00318848059976357,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00319356921090651,0.00322087799348068,0.00320022434678268,0.00321142545387249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +49.2510000000002,-44.4184,11479,610.927550772875,0.00322378215065191,612.897048106398,0.00321859690605186,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00322378215065191,0.00325013578518196,0.0032319223064236,0.00323880843472118,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +49.5010000000002,-44.4184,11545,614.440157999202,0.00324503660244954,616.434038801924,0.00323978283388648,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00324503660244954,0.00325219834491033,0.0032546840082196,0.00325991936803695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +49.7510000000002,-44.4128,11584.5,616.542400202837,0.00325768387955231,618.550900441038,0.00325238912340106,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00325768387955231,0.00328275478532954,0.00326196410430985,0.00327489336769365,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +50,-44.4104,11663.5,620.746884610107,0.00327072638406433,622.777177823427,0.00326538919301923,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00327072638406433,0.00329917887205489,0.00328762462452723,0.00329140652114725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +50.25,-44.3976,11701,622.742684170521,0.00329307868977716,624.793424832978,0.00328766838061067,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00329307868977716,0.0033020817338947,0.00329936825351685,0.00331880689723059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +50.5,-44.4128,11767,626.255291396848,0.00331947109789791,628.334127736545,0.00331397381573322,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00331947109789791,0.00333470073404202,0.00332613582674441,0.00333952412028763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +50.75,-44.4128,11804.5,628.251090957261,0.00332184246235461,630.338042108223,0.00331633733176449,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00332184246235461,0.00335135399407047,0.00333565526201558,0.00334198996725676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +51,-44.416,11864,631.417759593117,0.00334467782378999,633.529648571175,0.00333909682987288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00334467782378999,0.00337778531503306,0.00335475165510948,0.00337683451227229,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +51.25,-44.408,11900,633.333727171113,0.00335284585691896,635.457197534306,0.00334723760149653,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00335284585691896,0.00337518801759748,0.00335878083706077,0.00337132874173577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +51.5001000000002,-44.3944,11980.5,637.6180435608,0.00339004114756482,639.779594964901,0.0033843079116903,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00339004114756482,0.0034089528842606,0.00339102087308506,0.00340165986863485,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +51.75,-44.4048,12033,640.412162945379,0.00342135194122526,642.603238342256,0.00341551243222534,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00342135194122526,0.00345104438093795,0.00342424409926902,0.0034478736311747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +52.0001000000002,-44.4024,12094,643.658663563651,0.0034519161942234,645.880519327959,0.00344597200681429,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0034519161942234,0.00345822514443637,0.00344337317360602,0.00345255532827036,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +52.2501000000002,-44.3944,12128.5,645.494799159231,0.00346473912795263,647.731270246768,0.00345875074747123,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00346473912795263,0.00349825408138547,0.00347233884817129,0.00348845044608918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +52.5001000000002,-44.3944,12188,648.661467795086,0.00348959454059196,650.925033311796,0.00348352003317317,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00348959454059196,0.00351269199948357,0.0034869324199838,0.00349380355853603,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +52.7501000000002,-44.4,12232,651.003205945971,0.00349117545022987,653.275972356591,0.00348509544402065,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00349117545022987,0.0034946636996362,0.00349132127667628,0.00350873895837531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +53.0001000000002,-44.3896,12303,654.781919780354,0.0035128251294369,657.082054162459,0.00350666957063099,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0035128251294369,0.00353385233447387,0.00352530722654582,0.00354013810416378,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +53.2501000000002,-44.3792,12344,656.963993966405,0.00355388486586421,659.29876836198,0.00354758473924853,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00355388486586421,0.00357021449857257,0.00355763145009755,0.00356748777357288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +53.5001000000002,-44.384,12390.5,659.438785421318,0.00356394120772718,661.788986482655,0.00355760541838579,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00356394120772718,0.00358579828318634,0.00356516860473339,0.00357996310926145,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +53.7501000000002,-44.3792,12421.5,661.088646391259,0.00359007013090817,663.462000994551,0.00358364121138919,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00359007013090817,0.00362223683838617,0.00358648437232038,0.00360664046560879,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +54.0002000000004,-44.376,12498.5,665.186688155307,0.0036115002393321,667.589010038781,0.00360499443145557,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0036115002393321,0.00365134184788534,0.00361663225028025,0.00363686174070281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +54.2502000000004,-44.3896,12545,667.66147961022,0.00363538954052619,670.088689169807,0.00362879748360293,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00363538954052619,0.00366684924139812,0.00364926453787659,0.00365753628259482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +54.5002000000004,-44.376,12602,670.695094942048,0.00366406548479033,673.152565690243,0.00365736914907558,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00366406548479033,0.00370328779659795,0.00366708823590297,0.00369042280547152,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +54.7502000000004,-44.3792,12643,672.8771691281,0.00368154331911981,675.354395574692,0.00367478302564288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00368154331911981,0.00371566315496767,0.00368723621819207,0.00371156457790887,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +55.0002000000004,-44.376,12697.5,675.7777311559,0.00369414668206593,678.274153219264,0.00368734008011865,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00369414668206593,0.00371955910112104,0.00370133460754678,0.00371901881005949,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +55.2502000000004,-44.3632,12740,678.039637324368,0.00370104120465309,680.549089960494,0.00369420920347703,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00370104120465309,0.00374591403098264,0.0037187484013009,0.00373899712527316,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +55.5002000000004,-44.368,12816,682.084457766806,0.00374794152390916,684.640870428883,0.00374093549108691,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00374794152390916,0.00375492818090619,0.00376005306864153,0.00376822299628934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +55.7502000000004,-44.3632,12853.5,684.080257327219,0.00378952823021552,686.672598774094,0.00378236605658208,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00378952823021552,0.00380695052071993,0.00378683843230546,0.00381124341067289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +56.0002000000004,-44.3656,12903,686.714712746964,0.00380072634015034,689.32472744387,0.00379352182894079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00380072634015034,0.00381489519522879,0.00378740416603101,0.00380901741564304,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +56.2502000000004,-44.36,12931,688.204909752073,0.00381504235520417,690.830440631837,0.00380778353705978,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00381504235520417,0.00385813255842195,0.00382911876594208,0.00384609554742237,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +56.5002999999997,-44.3552,12986.5,691.158693101484,0.00382887531453529,693.805053559927,0.00382156382868379,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00382887531453529,0.00387043152569068,0.0038262187796402,0.00385544799033821,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +56.7502999999997,-44.3528,13028,693.367377948341,0.00386145961873723,696.044788079238,0.00385402332070588,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00386145961873723,0.00391397445328794,0.00386189413282359,0.00388818863855216,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +57.0002999999997,-44.3448,13087.5,696.534046584197,0.00388078184764421,699.237143268447,0.00387327103937079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00388078184764421,0.00393169718873108,0.00388695089763293,0.00391526369823126,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +57.2502999999997,-44.3528,13122,698.370182179777,0.00391775756750712,701.106227245933,0.00391010314093989,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00391775756750712,0.00393826682342116,0.00391641692293585,0.00393592967758244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +57.5002999999997,-44.3368,13174,701.13769090355,0.00392408120605843,703.889012139284,0.00391640208185162,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00392408120605843,0.00396951078374969,0.00393815896115831,0.0039650702064669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +57.7502999999997,-44.3416,13207,702.893994516714,0.00394906836116756,705.669770951715,0.00394129125885556,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00394906836116756,0.00398983081662841,0.00396131708536319,0.00398093570891475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +58.0002999999997,-44.3448,13258.5,705.634892579681,0.00397813953284111,708.442006641604,0.00397024765882987,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00397813953284111,0.00401060919611348,0.00398041283815899,0.00400637176024418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +58.2502999999997,-44.3392,13297.5,707.710524122511,0.00397308940483145,710.52232130759,0.00396521752867851,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00397308940483145,0.00403719329927806,0.00398151111868248,0.00400584361347984,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" 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1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +59.2503999999999,-44.3448,13470,716.891202100411,0.00408168911411967,719.817329116032,0.00407338161917628,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00408168911411967,0.0041350502997204,0.00409213195253382,0.00412509652202788,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +59.5003999999999,-44.3232,13538,720.510251969961,0.00412116794090908,723.479595721476,0.00411269918777313,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00412116794090908,0.00417500284556838,0.00413114302961853,0.00416228337958199,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" 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1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +60.5003999999999,-44.3232,13690.5,728.626503515641,0.0042331929544127,731.710920096722,0.00422425819927132,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0042331929544127,0.0042832490357532,0.00423697262533769,0.00427131671821308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +60.7503999999999,-44.3312,13725,730.462639111221,0.00424127315922821,733.560730696303,0.00423230431083714,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00424127315922821,0.0043055552372593,0.00424743291042728,0.00429070464460644,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +61.0003999999999,-44.3184,13789,733.868803694326,0.00428184983993298,737.011119713956,0.0042727088053094,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00428184983993298,0.00432900730528095,0.00428064633062165,0.00432066142328485,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +61.2503999999999,-44.316,13817.5,735.38561136024,0.00430565131281376,738.551925383218,0.00429640851753808,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00430565131281376,0.00436911263333105,0.00431109456975501,0.00435748914200591,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +61.5005000000001,-44.3208,13861.5,737.727349511125,0.00432892581581535,740.920916479457,0.0043195829697434,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00432892581581535,0.0043964606475062,0.00433877984712967,0.00438665018448227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +61.7503999999999,-44.3024,13879.5,738.685333300123,0.00435505473899618,741.902348361539,0.00434559893187092,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00435505473899618,0.00441128052110939,0.00436745982520384,0.00440664886043769,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +62.0003999999999,-44.3128,13924,741.053682111813,0.0043665163338706,744.289505119029,0.00435701076220092,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0043665163338706,0.00443496176243441,0.00437196911423492,0.00441649669060701,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +62.2505000000001,-44.3048,13958.5,742.889817707394,0.0043999789212048,746.158517246084,0.00439032731483788,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0043999789212048,0.00446284451431677,0.00441146456076542,0.00445335799886078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +62.5005000000001,-44.3,14032.5,746.828195506609,0.00446628929768085,750.163746283406,0.00445634502597089,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00446628929768085,0.00449767885639458,0.00445164032964199,0.00449327033751854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +62.7505000000001,-44.3,14059,748.238560529301,0.00448521629917828,751.594572316661,0.00447518769235208,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00448521629917828,0.00456093068806223,0.00449005007492207,0.00454226712015017,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +63.0005000000001,-44.3,14085.5,749.648925551993,0.0045011571380265,753.023213164255,0.00449105722642096,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0045011571380265,0.00455909730163709,0.00451488026740582,0.00456308774566711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +63.2505000000001,-44.3,14123,751.644725112406,0.00451472661241803,755.038195555955,0.00450456580492614,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00451472661241803,0.00460982099273277,0.00452843759576634,0.00458494263453561,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +63.5005000000001,-44.284,14159,753.560692690403,0.00455113144824493,756.990246457068,0.00454080636487066,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00455113144824493,0.00461898792485871,0.00455540500539742,0.00460818674379515,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +63.7505000000001,-44.292,14198.5,755.662934894038,0.00459144464400995,759.132519429134,0.0045809361159894,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00459144464400995,0.00467941328578753,0.00460124158524037,0.0046504059101934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +64.0005000000001,-44.292,14251,758.457054278616,0.00461911056267219,761.960451269368,0.0046084752094831,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00461911056267219,0.0046872815691954,0.00462311422203198,0.0046801501927635,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +64.2506000000003,-44.284,14277.5,759.867419301308,0.00464203375242072,763.394749509069,0.00463129274100632,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00464203375242072,0.00471951861383763,0.00465031241012555,0.00471499809335624,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +64.5006000000003,-44.2864,14300.5,761.091509698362,0.00467431065752657,764.649087853498,0.00466341999184819,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00467431065752657,0.0047555752135321,0.00467591598436052,0.00473298173412137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +64.7506000000003,-44.2896,14328.5,762.58170670347,0.00469749733221501,766.163932236305,0.00468649852275729,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00469749733221501,0.0047580197287657,0.00469885311203125,0.00476608070355216,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +65.0006000000003,-44.2896,14379.5,765.295994105632,0.00473025729304356,768.916041063087,0.00471910478168473,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00473025729304356,0.00480034039874616,0.00474129757562702,0.004811898340106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +65.2506000000003,-44.276,14420.5,767.478068291684,0.00476767215447252,771.137152107047,0.0047563428010774,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00476767215447252,0.00484204993991842,0.00477523055584078,0.00484693875569209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +65.5006000000003,-44.2792,14452,769.154539922431,0.00479849989241026,772.845327899496,0.00478702378921201,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00479849989241026,0.00489399588863089,0.00480224660789084,0.00487611548155287,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +65.7506000000003,-44.268,14465,769.846417103374,0.0048231796484233,773.559524674759,0.00481158538333249,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0048231796484233,0.00488864851155747,0.0048260688118174,0.00489546743748491,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +66.0006000000003,-44.2608,14502.5,771.842216663787,0.00485901360021435,775.592608491776,0.00484724669527063,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00485901360021435,0.00493478873659032,0.00486427632166562,0.00493010296930213,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +66.2506000000003,-44.2736,14540.5,773.864626885006,0.00489449623875251,777.652304390598,0.0048825571334592,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00489449623875251,0.00499574883522661,0.00489537194397311,0.0049685099739519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +66.5006000000003,-44.2632,14575,775.700762480586,0.00490863659717988,779.508395631759,0.00489662852005075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00490863659717988,0.00498765137851549,0.00491406085842149,0.00498021887911385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +66.7506000000003,-44.2712,14608,777.45706609375,0.00493753211222697,781.295785323466,0.00492538247694457,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00493753211222697,0.00504372244668472,0.00494095385167013,0.00502905959788178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +67.0006999999996,-44.2608,14642.5,779.29320168933,0.00499066824172105,783.18239552199,0.00497825613630934,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00499066824172105,0.0050879528941913,0.00499483416814239,0.00508458425167726,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +67.2506999999996,-44.2712,14650.5,779.718972262218,0.0050216716362854,783.634464909501,0.00500910509574273,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0050216716362854,0.00510987714019205,0.00501657933344397,0.00510265503029872,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +67.5006999999996,-44.2528,14687,781.66155050102,0.00504398002784158,785.604235750279,0.00503130177527776,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00504398002784158,0.00514952412163593,0.00505273374171172,0.00513715386478963,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +67.7506999999996,-44.2552,14721.5,783.4976860966,0.00506808889981862,787.46852202254,0.0050552893651747,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00506808889981862,0.00515548262751769,0.00505974223783407,0.00514790379010929,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +68.0006999999996,-44.2528,14760.5,785.57331763943,0.00510892906546283,789.58675599497,0.00509592276739235,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00510892906546283,0.00520475488769359,0.00511186622782281,0.00520817935257305,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +68.2506999999996,-44.2528,14780.5,786.63774407165,0.00514050334406303,790.681458025617,0.00512733606177629,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00514050334406303,0.00525425632117246,0.00513819666283518,0.00522935772030649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +68.5006999999996,-44.2496,14808.5,788.127941076759,0.00517458072958973,792.206172733106,0.0051612385935734,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00517458072958973,0.00529191713398923,0.00518419017183848,0.00527052123188749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +68.7506999999996,-44.2472,14833,789.431863456229,0.00519623040879676,793.533933310793,0.00518277658953694,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00519623040879676,0.00531995266807371,0.00519675880149569,0.00529561086911757,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +69.0006999999996,-44.2448,14876,791.720380285503,0.00526350689671837,795.887605967408,0.00524970306082951,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00526350689671837,0.00535325918813062,0.00525991040183547,0.0053475369438662,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +69.2506999999996,-44.2392,14904,793.210577290611,0.00527514414821909,797.394877425711,0.00526127931328777,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00527514414821909,0.00538931578782522,0.00527858584165011,0.00537409788790479,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +69.5007999999998,-44.2496,14932,794.70077429572,0.00530553274459093,798.917085275898,0.00529150798973285,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00530553274459093,0.00540711491436935,0.00530980767980314,0.00541023803114951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +69.7507999999998,-44.2368,14951.5,795.738590067134,0.00532770939367716,799.978054028346,0.00531356735752041,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00532770939367716,0.00542017779264853,0.005334236047778,0.0054300003162917,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +70.0007999999998,-44.2392,14981.5,797.335229715465,0.0053519060939675,801.602492990314,0.00533763553835349,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0053519060939675,0.00546937366172331,0.00536756749396492,0.00546867274342203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +70.2507999999998,-44.2344,15006,798.639152094935,0.00537627845088414,802.932858558375,0.00536187785723596,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00537627845088414,0.00549252016534085,0.00538624398668743,0.00549250180050484,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +70.5007999999998,-44.2368,15055,801.246996853875,0.0054201486933342,805.589874716911,0.00540551255030072,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0054201486933342,0.00556302915160804,0.00543668754405902,0.00554623987865816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +70.7507999999998,-44.2392,15073.5,802.231591303679,0.00546634638608448,806.616867063605,0.00545146013896008,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00546634638608448,0.00557127939052128,0.00547806516692442,0.00557404246245042,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +71.0007999999998,-44.2264,15098,803.535513683149,0.00549150919782022,807.948136347315,0.00547648583670631,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00549150919782022,0.00562505872565889,0.00550649920767411,0.00561727778859536,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +71.2507999999998,-44.2288,15112.5,804.307222846508,0.00552967059991132,808.754776849979,0.00551443809944621,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00552967059991132,0.00564430928312292,0.00554391258372127,0.00564977978832146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +71.5007999999998,-44.216,15129,805.18537465309,0.00556313318724552,809.664728132707,0.00554771611354306,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00556313318724552,0.00569113702806536,0.0055692539237377,0.00567175229147204,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +71.7507999999998,-44.2128,15162,806.941678266254,0.0055807427640448,811.445012198245,0.00556522811455943,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0055807427640448,0.00571000563002404,0.00558962077587258,0.00570133535210094,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +72.0007999999998,-44.216,15200,808.964088487472,0.00561354663903,813.505246127497,0.00559784940347299,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00561354663903,0.00574033289714,0.00561682223319157,0.00572590021282783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +72.2509,-44.216,15222.5,810.16156822372,0.00565737296732357,814.744954378953,0.00564143013431665,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00565737296732357,0.00577478528371272,0.00565924265935614,0.00576964152135916,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +72.5009,-44.2128,15247.5,811.492101263996,0.00571696447783876,816.131372780969,0.00570068465439609,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00571696447783876,0.00583589816455086,0.0057183761202563,0.00583356568170864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +72.7509,-44.2048,15259,812.104146462522,0.00572038978205401,816.74969872391,0.00570409048178405,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00572038978205401,0.00584200945263473,0.00572714736267777,0.00583785772902148,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +73.6508999999996,-44.2024,15385.5,818.836643646316,0.00584058282868645,823.619126886696,0.0058235927473501,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00584058282868645,0.00595850588173278,0.00584437043497598,0.00595738086468834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +74.7509,-44.1976,15496,824.717599684334,0.00599849813584409,829.664666668638,0.00598057876971745,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00599849813584409,0.00614001113782248,0.00599454627953109,0.00612037567885308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +75.75,-44.184,15586,829.507518629325,0.00614596187372921,834.605640212793,0.00612715247859361,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00614596187372921,0.00629393920643392,0.00616246370187333,0.00628836862681443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +76.75,-44.1792,15679.5,834.483712199955,0.00628227141583632,839.72616537209,0.00626262020863319,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00628227141583632,0.00643060288620857,0.00628510581975631,0.00642221900775085,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +77.75,-44.1632,15777,839.67279105703,0.00643513659498415,845.076200162574,0.0064145195054081,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00643513659498415,0.00660592046311342,0.00643914817090797,0.00658919699308794,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +78.7501000000002,-44.1576,15890,845.686800399075,0.00654039882837026,851.217929357573,0.00651910322401742,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00654039882837026,0.00667734614259304,0.00654657238315268,0.00668175860893086,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +79.7501000000002,-44.1448,15976,850.263834057622,0.0066334529262198,855.90401917571,0.00661154839246088,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0066334529262198,0.00677008493926521,0.00665096947831998,0.00677071358004002,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +80.7501000000002,-44.1472,16051.5,854.282043839254,0.00676905984182126,860.064730115795,0.00674625262069805,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00676905984182126,0.00693829814377262,0.00678760216426318,0.00692583410197038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +81.7502000000004,-44.1344,16166.5,860.402495824521,0.00693865631463612,866.372533035302,0.006914694616381,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00693865631463612,0.00707717716547763,0.00694217549181734,0.00708302644747565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +82.7502000000004,-44.1128,16260,865.378689395151,0.00707869856005473,871.504444277675,0.00705376218231382,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00707869856005473,0.00722598703031876,0.00709617380923482,0.00722796976600953,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +83.7502999999997,-44.1056,16346,869.955723053699,0.00721426156149954,876.231811186732,0.00718836326004512,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00721426156149954,0.00738594999591294,0.00722005011301399,0.00736264837783865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +84.7502999999997,-44.1,16423,874.053764817747,0.00735548948914666,880.482858097813,0.0073285698007267,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00735548948914666,0.00751092583722734,0.00735888025127251,0.0075015883094352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +85.7502999999997,-44.0944,16512,878.790462441128,0.00746444051168777,885.350141570258,0.0074367194383445,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00746444051168777,0.00763796423826997,0.00746876690125819,0.00762080799394825,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +86.7503999999999,-44.084,16609,883.952930637397,0.00759315290470192,890.664920400286,0.00756447002334995,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00759315290470192,0.00772298753373625,0.00759037022577714,0.00773225752561256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +87.7503999999999,-44.084,16710.5,889.354894780915,0.00771497077512891,896.216241802868,0.00768536257486005,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00771497077512891,0.0078639291151695,0.00770972293971851,0.00785763191097639,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +88.7505000000001,-44.0712,16780,893.053776632881,0.00779594847991153,900.015977865301,0.00776571709346127,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00779594847991153,0.0079627791999254,0.00779423106574964,0.00795122702916563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +89.7505000000001,-44.0608,16873.5,898.029970203511,0.00796923374188139,905.186580943277,0.0079376471019017,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00796923374188139,0.00813939542554804,0.00797047214470268,0.00812526895935155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +90.7505000000001,-44.0496,16955.5,902.394118575614,0.00811428220115316,909.716399110397,0.00808153842225128,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00811428220115316,0.00828560799295358,0.00812292854008856,0.00827319065155799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +91.7506000000003,-44.0472,17033,906.518771000468,0.00824936214687527,913.996972635391,0.00821552213724532,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00824936214687527,0.00840286833306208,0.00824832304197907,0.00839910652516934,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +92.7506000000003,-44.0312,17108.5,910.5369807821,0.00838268552633301,918.169725952093,0.00834774594059672,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00838268552633301,0.00854159457256497,0.00838987951450968,0.00854753595397979,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +93.7506000000003,-44.0264,17197.5,915.273678405481,0.00849409574164429,923.048100659664,0.00845822389984493,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00849409574164429,0.00869093917511344,0.00850791979294438,0.00866698559330567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +94.7506999999996,-44.0128,17263.5,918.786285631808,0.00861604535454108,926.702589939942,0.00857913907503599,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00861604535454108,0.0088156094520236,0.00862564773565234,0.00880092278786517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +95.7506999999996,-44,17339,922.80449541344,0.00875485800357469,930.883517735845,0.00871675645518341,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00875485800357469,0.00896059976181248,0.00875222665373456,0.00893227920875666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +96.7507999999998,-44.0104,17414.5,926.822705195072,0.00888308734086598,935.055752234818,0.00884386482738647,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00888308734086598,0.00906151240629676,0.00888730165857405,0.00905391343669497,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +97.7507999999998,-43.9816,17486.5,930.654640351065,0.00899506844021295,939.025942535225,0.00895485378788538,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00899506844021295,0.00920688467159073,0.00900614039361129,0.00918951037400532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +98.7509,-43.9816,17565.5,934.859124758335,0.009123473434131,943.388287147723,0.00908210596998179,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.009123473434131,0.0093075681427719,0.00913309150530207,0.00929786028246212,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +99.7509,-43.9712,17638,938.717670575134,0.0092563576720227,947.406777087025,0.00921378013362101,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0092563576720227,0.00946119064697911,0.00926291736650085,0.00945497511381242,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +100.7509,-43.9632,17704,942.230277801461,0.00941137464484429,951.097959947566,0.0093673635794202,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00941137464484429,0.00960503509025218,0.00941152839910692,0.00959843209193816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +101.7507,-43.9472,17794,947.020196746453,0.00955690615983876,956.070779898231,0.0095115278207609,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00955690615983876,0.00977859567183301,0.0095594319899059,0.00975033941403958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +102.75,-43.9368,17871.5,951.144849171307,0.00964714975166555,960.320685966788,0.00960091313238656,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00964714975166555,0.00985162556443466,0.00965772440547577,0.00984131842620608,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +103.75,-43.9288,17924.5,953.965579216691,0.00977801393835329,963.293467946981,0.00973051851635809,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00977801393835329,0.0100052480686419,0.00978935342213093,0.00998379907867126,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +104.7501,-43.924,17993,957.611239747045,0.00991722181479646,967.108082823959,0.00986836889516717,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00991722181479646,0.0101201402846179,0.00992838153223906,0.0101090128396804,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +105.7501,-43.9184,18072,961.815724154316,0.0100553318373243,971.487100427044,0.0100051133499304,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0100553318373243,0.0102805615968184,0.0100634115714207,0.0102510236319778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +106.7502,-43.9104,18133,965.062224772588,0.0101866351655784,974.892961568428,0.0101351010747512,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0101866351655784,0.0104147043702583,0.0102050468138382,0.0104057552868622,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +107.7502,-43.8944,18202,968.734495963748,0.0103095948040771,978.721756089866,0.0102568133915836,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0103095948040771,0.0105477012771827,0.0103165289878982,0.0105308827198122,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +108.7502,-43.884,18249.5,971.262508740272,0.0104506470750976,981.41283043639,0.0103964165650095,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0104506470750976,0.0106750452426295,0.0104610081603202,0.0106744790166295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +109.7503,-43.8792,18328.5,975.466993147542,0.0105952563928033,985.802316042657,0.0105395200122934,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0105952563928033,0.0108337095595059,0.0106131521716496,0.0108279182406513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +110.7503,-43.8688,18386,978.527219140175,0.0107273501758762,989.024223276518,0.0106702203595132,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0107273501758762,0.010980609646821,0.0107406847527443,0.010964059538512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +111.7503,-43.8608,18438.5,981.321338524754,0.0108827623761072,992.000825466522,0.01082397127278,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0108827623761072,0.0111540938373007,0.0108928483936525,0.0111233955259104,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +112.7504,-43.8576,18493,984.221900552554,0.0109954900161164,995.043902633723,0.010935479114553,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0109954900161164,0.0112517216644398,0.0110109031813549,0.0112194735362595,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +113.7504,-43.8344,18565,988.053835708548,0.0111562158292968,999.076777550677,0.0110944442535723,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0111562158292968,0.0113871630865977,0.0111479896012613,0.0113714912699856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +114.7505,-43.8344,18610,990.448795181043,0.0112765406183992,1001.61763125035,0.0112134344042814,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0112765406183992,0.0115455218390698,0.0112968834589574,0.0115255469104207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +115.7505,-43.8288,18669,993.588853156094,0.0114270783472469,1004.94267082606,0.0113622824388765,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0114270783472469,0.0116954011793258,0.0114378222309132,0.0116768971063455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +116.7505,-43.8208,18736,997.154681704032,0.0115477983637586,1008.66962290583,0.0114816314412241,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0115477983637586,0.0118345857654349,0.0115567014441984,0.0118071751777048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +117.7506,-43.8056,18772.5,999.097259942834,0.011711202940492,1010.79789071131,0.0116431575503217,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.011711202940492,0.0119982155038794,0.011717168259854,0.0119697256170255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +118.7506,-43.8,18820,1001.62527271936,0.0118351286904361,1013.47963672159,0.0117656412791713,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0118351286904361,0.0121201357011519,0.0118353008919996,0.0120894741694773,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +119.7507,-43.8024,18874.5,1004.52583474716,0.01198584207591,1016.56592276361,0.0119145807238451,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.01198584207591,0.0122824667908786,0.0119884317295528,0.0122488264471336,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +120.7507,-43.7768,18941.5,1008.0916632951,0.0121326031872895,1020.32243942227,0.0120595930989658,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0121326031872895,0.0124190540795521,0.0121403485528849,0.0124027881158815,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +121.7507,-43.7736,18978,1010.0342415339,0.0122524010065125,1022.40958609148,0.012177947877444,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0122524010065125,0.0125573219724488,0.0122619118232031,0.0125285861884039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +122.7508,-43.7552,19024,1012.482422328,0.0124118093949948,1025.04916116972,0.0123354143728683,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0124118093949948,0.0127065137927951,0.012422037828593,0.0126971992829253,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +123.7508,-43.7552,19085,1015.72892294628,0.0125691538181164,1028.4957760163,0.0124908177334891,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0125691538181164,0.0128715949621595,0.0125707672554238,0.0128466203272862,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +124.7509,-43.7448,19117.5,1017.45861589864,0.0126665115033134,1030.34626716107,0.0125869622829251,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0126665115033134,0.0129886261289649,0.0126861500469346,0.0129826635019532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +125.7509,-43.7288,19167,1020.09307131838,0.0128177957728234,1033.16841597581,0.0127363431191508,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0128177957728234,0.0131483599212559,0.0128331804504422,0.0131433436727656,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +126.7509,-43.7264,19229.5,1023.41940391907,0.0129923984594914,1036.71607660596,0.0129087212497351,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0129923984594914,0.0133206218541189,0.0130117984762006,0.0132947396658252,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +127.75,-43.7264,19266,1025.36198215787,0.0131406526521955,1038.83590780817,0.0130550632610729,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0131406526521955,0.0134695081100612,0.0131506468026157,0.0134511437442462,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +128.75,-43.7,19300.5,1027.19811775345,0.0132506137003386,1040.80912320552,0.0131635922012403,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0132506137003386,0.0135899768764137,0.0132732305112164,0.0135745349300735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +129.75,-43.692,19343,1029.46002392192,0.0134353605571828,1043.29119052252,0.0133459064420282,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0134353605571828,0.0137766003362735,0.013445290127391,0.0137513100435728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +130.7501,-43.6952,19402,1032.60008189697,0.0135743049486863,1046.61691029868,0.0134829994160633,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0135743049486863,0.0139363341285646,0.0135889517072675,0.0139034147992414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +131.7501,-43.6816,19435,1034.35638551013,0.0137458775585485,1048.57452173725,0.0136522599125079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0137458775585485,0.0140807133095452,0.0137492968487024,0.014055258152775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +132.7502,-43.6656,19473,1036.37879573135,0.0138935608672167,1050.77778761134,0.0137979301003437,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0138935608672167,0.01423853732431,0.0138970954598687,0.0142206267959282,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +133.7502,-43.6656,19532,1039.5188537064,0.0140305730358296,1054.10389890545,0.0139330556373704,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0140305730358296,0.0143781802570254,0.0140353337992826,0.0143544473561116,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +134.7502,-43.6552,19568,1041.4348212844,0.0141922210462988,1056.21509447338,0.0140924543102214,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0141922210462988,0.0145729011735963,0.0142138919644707,0.0145493534962927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +135.7503,-43.6368,19580,1042.07347714373,0.0143398165266537,1057.01661961326,0.0142379738069625,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0143398165266537,0.0147267528511069,0.0143508907980799,0.0146891871111259,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +136.7503,-43.64,19644,1045.47964172684,0.0145068220642287,1060.64622886114,0.0144026048192583,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0145068220642287,0.0148893131141366,0.0145172249050777,0.0148632442824606,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +137.7504,-43.6344,19689.5,1047.90121186014,0.0146591163593407,1063.26251765789,0.0145527101334806,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0146591163593407,0.0150346853794306,0.0146782428577504,0.015021355420701,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +138.7504,-43.616,19703,1048.61969970189,0.0147893218336795,1064.12807392192,0.0146810262533355,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0147893218336795,0.0151734116189336,0.0148008455663837,0.0151479679114945,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +139.7504,-43.608,19739.5,1050.56227794069,0.0149653736875157,1066.28433501208,0.0148544973182541,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0149653736875157,0.0153535418352044,0.0149874734883199,0.0153424873925693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +140.7505,-43.6,19777,1052.5580775011,0.0150925490850485,1068.44386195065,0.0149797897015624,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0150925490850485,0.015499525229307,0.0151070217070553,0.0154717082380739,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +141.7505,-43.592,19830,1055.37880754649,0.0152568758590707,1071.48059099752,0.0151416601386038,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0152568758590707,0.0156630785766503,0.0152656809999224,0.0156385109080842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +142.7505,-43.584,19856,1056.76256190837,0.015419402152672,1073.05720883032,0.0153017312397517,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.015419402152672,0.0158435143573255,0.0154285931843624,0.0158182112730438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +143.7506,-43.5736,19892,1058.67852948637,0.015569895967363,1075.16204405335,0.0154499287857513,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.015569895967363,0.0160042412339301,0.0155904786682219,0.0159775102428278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +144.7506,-43.5656,19931.5,1060.78077169,0.0157575850727,1077.49611494339,0.0156347233180196,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0157575850727,0.0161546553118933,0.0157708473010099,0.0161426024378735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +145.7507,-43.5608,19971,1062.88301389364,0.0158745284717434,1079.75578055983,0.0157498459314031,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0158745284717434,0.0162936107246994,0.0159010077144476,0.0162737320294837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +146.7507,-43.5424,19990.5,1063.92082966505,0.0160855799083952,1081.03461318683,0.0159575778022605,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0160855799083952,0.0165071238521282,0.0160895403508381,0.0164906880715865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +147.7507,-43.5264,20024,1065.70374393902,0.0162344928134482,1083.00490371126,0.0161041225393009,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0162344928134482,0.0166737328435135,0.0162507102572155,0.0166454469895674,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +148.7508,-43.516,20066,1067.93903944669,0.016382571349526,1085.43462695737,0.0162498248842734,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.016382571349526,0.0168200981931213,0.0163861940428347,0.0167923583373986,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +149.7508,-43.5056,20082.5,1068.81719125327,0.0165144894759723,1086.46816150996,0.0163796082650196,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0165144894759723,0.0169373585332296,0.0165275550319428,0.0169144110833289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +150.7508,-43.5136,20110.5,1070.30738825838,0.0166945375180597,1088.17567510752,0.0165567155276448,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0166945375180597,0.0171429269861494,0.0167086543050089,0.0171041250087042,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +151.7509,-43.5032,20142,1071.98385988912,0.0168713359125583,1090.06965968215,0.0167305957026164,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0168713359125583,0.0172979245301756,0.0168823331484989,0.0172939941959781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +152.7509,-43.492,20184.5,1074.24576605759,0.0170280655374874,1092.53809336539,0.0168847130843587,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0170280655374874,0.017483784079025,0.0170405611303155,0.0174552903324544,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +153.75,-43.4872,20191.5,1074.61831530887,0.0171899331187395,1093.0909322772,0.0170438578581249,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0171899331187395,0.0176432123069118,0.0172090509267081,0.0176309304214364,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +154.75,-43.4712,20219,1076.08190165317,0.0173380116548171,1094.73902220557,0.0171894233557329,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0173380116548171,0.0178150922842695,0.0173555285314166,0.0177793879870617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +155.75,-43.4632,20275.5,1079.08890632419,0.0175193771216026,1097.99387182182,0.0173676820074361,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0175193771216026,0.017984909701899,0.0175329254308388,0.0179601362909817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +156.7501,-43.4608,20301.5,1080.47266068608,0.0176934528383916,1099.5899527511,0.017538745902721,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0176934528383916,0.0181609147987131,0.0176885997504674,0.0181219068104913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +157.7501,-43.44,20305,1080.65893531172,0.0178558473895231,1099.95501634077,0.0176983043584734,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178558473895231,0.0183135442186068,0.0178625938041266,0.0182979460482976,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +158.7502,-43.4344,20347.5,1082.92084148019,0.0180057703201782,1102.41966542682,0.0178455864032075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180057703201782,0.0184663264207025,0.0180150263697794,0.0184443073197403,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +159.7502,-43.4344,20384,1084.86341971899,0.0181812952041349,1104.58764180907,0.0180179918637503,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0181812952041349,0.0186547068758866,0.0181952438266609,0.0186270502024432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +160.7502,-43.4216,20410,1086.24717408088,0.0183305155082844,1106.1586447512,0.0181645368566462,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183305155082844,0.0188152809702892,0.0183409397529199,0.0187856491993415,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +161.7503,-43.416,20401.5,1085.79479284718,0.0185182924419346,1105.90185835305,0.0183489167020714,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185182924419346,0.0189987723950062,0.018530745011348,0.0189768332591165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +162.7503,-43.3952,20452.5,1088.50908024934,0.0186876693439665,1108.85077801894,0.0185152002351057,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0186876693439665,0.019178826220176,0.0187014576036067,0.0191496562742267,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +163.7504,-43.3896,20479,1089.91944527204,0.0188391292701028,1110.45257859552,0.0186638706000976,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188391292701028,0.0193440601717424,0.0188561918111585,0.0193068175607349,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +164.7504,-43.3848,20502,1091.14353566909,0.0190136002143011,1111.89010263272,0.0188351007798845,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0190136002143011,0.0195106691631278,0.0190253310145884,0.0194806486262619,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +165.7504,-43.3736,20518.5,1092.02168747567,0.0191724377187475,1112.95840526632,0.0189909624154877,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191724377187475,0.0196840005714054,0.0191903405097964,0.0196532855779856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +166.7505,-43.3664,20540,1093.16594589031,0.0193359740379506,1114.30337423922,0.0191514094547158,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193359740379506,0.0198471719632435,0.0193554242631742,0.0198167967754219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +167.7505,-43.3504,20566.5,1094.576310913,0.0195027160905861,1115.92352194422,0.0193149751686828,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195027160905861,0.0200128642614165,0.019516135289023,0.0199815474152744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +168.7506,-43.3504,20584,1095.50768404119,0.0196730151899067,1117.05962334999,0.0194820025583327,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0196730151899067,0.0201806191193174,0.019691059548807,0.0201584336109511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +169.7506,-43.34,20609,1096.83821708147,0.0198246507726695,1118.58265168923,0.0196307015106021,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198246507726695,0.0203130812885344,0.0198319340825608,0.0203005998790946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +170.7506,-43.3344,20645,1098.75418465946,0.0200012735105415,1120.73066762769,0.0198038758351468,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0200012735105415,0.0205120801067642,0.0200188108113434,0.0204930975969554,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +171.7507,-43.3184,20663,1099.71216844846,0.0201704308417905,1121.89383668803,0.0199697023989363,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0201704308417905,0.0206864045993553,0.0201858703318736,0.0206698718718213,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +172.7507,-43.3112,20656.5,1099.36622985799,0.0203194754893135,1121.70477501937,0.0201157895198043,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0203194754893135,0.0208312421269421,0.0203329701354412,0.0208131998943032,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +173.7507,-43.2976,20701,1101.73457866968,0.0205023340374236,1124.32270902215,0.0202949904159784,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0205023340374236,0.0210617140788035,0.0205287912336454,0.0210186319252747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +181.5501,-43.324,19496,1037.60288612841,0.020445026063052,1058.8167041784,0.0202388322067987,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.020445026063052,0.0210020526288851,0.0204580795880483,0.0209735429001611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +181.8001,-43.3296,19426.5,1033.90400427644,0.0204381754546212,1055.03511571908,0.0202321188305255,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0204381754546212,0.0209520928487997,0.0204501888246422,0.0209244527137813,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +182.0501,-43.3344,19372.5,1031.03005290944,0.020435760176008,1052.09993580495,0.0202297519242985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.020435760176008,0.0210117542987181,0.0204447124635745,0.0209855920346493,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +182.3001,-43.3296,19280.5,1026.13369132123,0.0203622478778484,1047.02807989972,0.020157709225412,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0203622478778484,0.0208897577103446,0.0203883335990904,0.0208755297814692,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +182.5501,-43.34,19216.5,1022.72752673813,0.0203147327603999,1043.50396313052,0.0201111412306651,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0203147327603999,0.0208317768646494,0.0203269372001145,0.0208045320601486,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +182.8001,-43.3344,19103,1016.68690673528,0.0202864081293887,1037.31183226512,0.020083380165119,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202864081293887,0.0208553053237722,0.0202913839806373,0.0208086788965251,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +183.0502,-43.3344,19049,1013.81295536828,0.0202543947092223,1034.34712312763,0.0200520027771984,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202543947092223,0.0208188667685724,0.0202696693050292,0.0207897918133091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +183.3001,-43.34,18983,1010.30034814195,0.0202056939095455,1030.71416773321,0.0200042676610276,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202056939095455,0.020703287032687,0.0202244425080893,0.0206724145074192,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +183.5502,-43.348,18930.5,1007.50622875737,0.0202414400330236,1027.89960566966,0.0200393052004837,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202414400330236,0.0207827337777768,0.0202581486507115,0.0207663325526796,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +183.8002,-43.3504,18822,1001.73171536258,0.0202119297197838,1021.97864639157,0.0200103799491849,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202119297197838,0.0207084052364571,0.0202193231983491,0.0206824147488417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +184.0502,-43.3528,18762.5,998.565046726724,0.0202291001550171,1018.76511906826,0.0200272100706951,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202291001550171,0.0207853310752124,0.0202415478256759,0.0207575673533726,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +184.3002,-43.3552,18672,993.748517120927,0.0202017416354509,1013.82396791442,0.0200003936562327,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0202017416354509,0.0207535523771764,0.0202189574295667,0.0207210652133319,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +184.5502,-43.3504,18618,990.874565753932,0.0201748661716078,1010.86532751087,0.019974050025609,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0201748661716078,0.0206988563488262,0.020190044992864,0.0206765412806994,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +184.8002,-43.3448,18537.5,986.590249364245,0.020135431258975,1006.45566951109,0.0199353942263539,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.020135431258975,0.0206540911636121,0.0201446885965236,0.0206430304065008,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +185.0502,-43.3632,18488,983.955793944499,0.0201376708809619,1003.77037188437,0.0199375896402763,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0201376708809619,0.0206805988756757,0.0201525748041546,0.0206490704837979,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +185.3002,-43.3608,18394.5,978.979600373869,0.0201052183192296,998.662198969458,0.0199057771909774,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0201052183192296,0.0206453061869915,0.0201260941381373,0.0206101315863896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +185.5502,-43.3528,18338.5,975.999206363652,0.0201040326370013,995.620726262074,0.0199046148766434,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0201040326370013,0.0206466048357093,0.0201148742910337,0.0206118312909562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +185.8002,-43.3608,18253,971.44878336591,0.0200456707228709,990.922125801397,0.0198474015123004,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0200456707228709,0.0205887767722162,0.0200570921909347,0.0205503592458088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +186.0503,-43.3688,18212,969.266709179858,0.0200424649894386,988.693203264024,0.0198442587721647,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0200424649894386,0.0205588314606055,0.0200524982002286,0.0205467596636376,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +186.3003,-43.3632,18125,964.6364541997,0.0200089145737911,983.937782606547,0.0198113670362147,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0200089145737911,0.0205413378984655,0.0200282425156822,0.0205211943014987,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +186.5503,-43.3712,18062.5,961.310121599011,0.0200021957078304,980.538434787153,0.0198047799485985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0200021957078304,0.0205399628586465,0.0200136508807718,0.0205067676301495,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +186.8003,-43.3712,17963.5,956.04121075952,0.0199752324156738,975.138356143404,0.0197783450559508,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0199752324156738,0.0205139898842903,0.0199932058768561,0.0204883437984772,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +187.0503,-43.3712,17912.5,953.326923357359,0.0199503330888778,972.346113020933,0.0197539330605148,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0199503330888778,0.0204974130153628,0.0199682355419921,0.0204681949934677,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +187.3003,-43.3736,17837,949.308713575727,0.0199356218464146,968.233773105079,0.0197395094674431,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0199356218464146,0.0205012325704154,0.019959399404715,0.0204664987178615,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +187.5503,-43.3792,17792.5,946.940364764036,0.0198973287018536,965.781948462799,0.0197019640943719,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198973287018536,0.0204104035512694,0.0199196526560778,0.0204021373030314,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +187.8003,-43.3952,17692.5,941.618232602935,0.0199047501943201,960.360908301314,0.0197092407733629,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0199047501943201,0.0204498977505111,0.0199208609758973,0.0204192785857794,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +188.0504,-43.3872,17640,938.824113218356,0.019889468067821,957.496825439513,0.0196942567849168,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.019889468067821,0.0204109382889768,0.0198868525557337,0.0203828121153419,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +188.3003,-43.3976,17541.5,933.581813039671,0.01986087995187,952.123569353701,0.0196662257898682,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.01986087995187,0.0203960420242725,0.0198701327943014,0.020363716256756,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +188.5503,-43.3896,17483.5,930.494976386232,0.0198226746356222,948.939875553217,0.0196287637863468,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198226746356222,0.0203607493355883,0.0198398939186225,0.020335676724554,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +188.8004,-43.3896,17409.5,926.556598587016,0.0198049772305098,944.90703092481,0.0196114102217423,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198049772305098,0.0203479920217132,0.019833921353395,0.0203182114911059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +189.0504,-43.3952,17347.5,923.256876647133,0.0198055920287023,941.5425256837,0.0196120130801525,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198055920287023,0.0203313387616849,0.0198153323671904,0.0203149286552003,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +189.3004,-43.3952,17266,918.919338935835,0.01976822108143,937.08473958392,0.0195753672406773,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.01976822108143,0.0202951293797883,0.0197753375951568,0.0202756595553531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +189.5504,-43.3952,17200.5,915.433342370314,0.019759086936856,933.521469367106,0.0195664101215074,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.019759086936856,0.0203075047381581,0.0197725877502223,0.0202730585123978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +189.8004,-43.4056,17120,911.149025980627,0.0197330897561446,929.128811491526,0.0195409163431934,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0197330897561446,0.0202636562461566,0.0197435679241345,0.0202478648202475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +190.0504,-43.4032,17074.5,908.727455847325,0.0197041503269409,926.633158243559,0.0195125365248427,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0197041503269409,0.0202630451173481,0.0197155782427928,0.0202212460845178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +190.3004,-43.4104,16992,904.336696814417,0.0196772748630977,922.13157856642,0.0194861800389861,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0196772748630977,0.0202232453537022,0.0196882332655284,0.0201868987113816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +190.5504,-43.408,16916.5,900.318487032785,0.0196846963555642,918.040983073326,0.0194934582883318,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0196846963555642,0.0202096477377156,0.0196918394996377,0.0201854539586342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +190.8005,-43.4056,16823,895.342293462154,0.0196209330001713,912.909744614395,0.0194309239094768,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0196209330001713,0.0201297426460196,0.0196320328194358,0.0201034420716041,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +191.0505,-43.4056,16778.5,892.973944650464,0.0196059582727684,910.48155454795,0.0194162372383003,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0196059582727684,0.0201395970980549,0.0196224652678709,0.0201183293258026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +191.3005,-43.4216,16710.5,889.354894780915,0.019562571086041,906.752963130785,0.0193736834364843,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.019562571086041,0.0200758869197809,0.0195793877985685,0.0200561049249906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +191.5505,-43.416,16654.5,886.374500770698,0.0195730226553134,903.723528955375,0.0193839344166591,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195730226553134,0.0201066725335032,0.019591387407959,0.0200786889053295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +191.8005,-43.432,16566,881.664413808123,0.0195686751538094,898.917418316608,0.0193796703662414,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195686751538094,0.0200892553624643,0.0195791676594113,0.0200733259764751,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +192.0505,-43.4264,16505.5,878.444523850656,0.0195386817848469,895.608171867815,0.0193502522300529,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195386817848469,0.0200932276997187,0.0195612120136471,0.0200606333969593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +192.3005,-43.4184,16418.5,873.814268870498,0.0195176029896757,890.869028857026,0.0193295771801985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195176029896757,0.0200471638657869,0.0195279556323199,0.0200136524595746,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +192.5505,-43.416,16377,871.605584023641,0.0194992907863708,888.601274757542,0.019311615383647,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194992907863708,0.0200405942310969,0.0195206163185187,0.0200100093351289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +192.8005,-43.4344,16288,866.86888640026,0.0194772458797542,883.753104846187,0.0192899918816392,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194772458797542,0.0200227187134515,0.0194957622836286,0.0199911912192442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +193.0505,-43.424,16224,863.462721817155,0.0194626663797608,880.268008703243,0.0192756908226368,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194626663797608,0.0200016347695623,0.0194750489874428,0.0199689420658116,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +193.3006,-43.4288,16143.5,859.178405427468,0.0194444420047692,875.884650103553,0.0192578142112727,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194444420047692,0.0199827661676036,0.019455465853103,0.0199509889069792,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +193.5505,-43.4368,16081,855.852072826779,0.0194178739400221,872.470900488236,0.0192317525546902,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194178739400221,0.0199439594882713,0.0194267146126414,0.0199161697622127,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +193.8006,-43.4288,16009,852.020137670786,0.0193919206734676,868.542444592695,0.0192062933219314,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193919206734676,0.0199150836520751,0.0193938152353239,0.019878182187432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +194.0506,-43.4368,15954.5,849.119575642985,0.0193800199370271,865.575529947866,0.0191946189053833,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193800199370271,0.0198833813451402,0.019388085378236,0.0198698476130494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +194.3006,-43.4424,15880.5,845.18119784377,0.0193564380349294,861.54089532812,0.0191714850648062,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193564380349294,0.0198833049540392,0.0193725939044767,0.0198622966040193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +194.5506,-43.4424,15806.5,841.242820044555,0.0193568332623388,857.526617045297,0.0191718727872142,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193568332623388,0.0198823118697256,0.0193641257277116,0.0198508496445996,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +194.8007,-43.4504,15727.5,837.038335637284,0.0192967147819443,853.19042566163,0.0191128941731484,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192967147819443,0.0198377758578147,0.0193207157569858,0.0198119041874357,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +195.0494,-43.4448,15677,834.350658895928,0.0192834966208055,850.439857007314,0.0190999261662336,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192834966208055,0.0198143237897931,0.0192933886083654,0.0197919638890489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +195.3006,-43.4528,15594.5,829.959899863019,0.0192680388376802,845.951599447297,0.0190847607089403,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192680388376802,0.0197878924688305,0.0192773597152981,0.0197720172374953,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +195.5506,-43.4472,15545.5,827.352055104079,0.0192553476464207,843.283006551089,0.0190723093519005,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192553476464207,0.0197706280799936,0.0192645359528346,0.0197621584600472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +195.801,-43.4528,15451.5,822.349250872643,0.0192302726629984,838.163251191136,0.0190477077720083,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192302726629984,0.0197633709253942,0.0192341235140627,0.019732753094864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +196.0507,-43.4664,15390.5,819.102750254371,0.0192363328166102,834.859283369265,0.0190536535683196,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0192363328166102,0.0197507663937212,0.0192381298607473,0.0197393140113692,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +196.3007,-43.4584,15312,814.924876507906,0.0191294457594295,830.513937731074,0.0189487783212936,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191294457594295,0.0195743793414017,0.0191353520081822,0.019554702136226,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +196.5507,-43.4664,15265.5,812.450085052994,0.019168441530496,828.023487004779,0.0189870413949242,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.019168441530496,0.0197279254545079,0.0191773435846379,0.0196964401389403,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +196.8009,-43.4736,15185,808.165768663307,0.0191193015892534,823.617333728492,0.0189388245114955,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191193015892534,0.0196560414284218,0.0191296621849404,0.0196002290357701,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +197.0507,-43.4584,15124,804.919268045035,0.0191691880711585,820.348916876289,0.0189877738944391,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191691880711585,0.0197494677450034,0.0191873017092394,0.0197188501158725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +197.3007,-43.4688,15027,799.756799848766,0.0191324758362352,815.058127496737,0.0189517515179899,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191324758362352,0.0196605485033836,0.0191477592111521,0.019646753343263,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +197.5507,-43.4712,14969.5,796.696573856133,0.0191037559778145,811.916470791441,0.0189235704288949,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191037559778145,0.0196352630489369,0.0191136117003505,0.0196149927517756,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +197.8009,-43.4768,14897.5,792.864638700139,0.0190568995727153,807.974180494605,0.0188775913202513,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0190568995727153,0.0196072275148522,0.0190770791047077,0.0195817295988165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +198.0507,-43.4736,14853,790.496289888449,0.0189944536420207,805.511335020925,0.0188163112836952,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0189944536420207,0.0195251834723269,0.0190137796305545,0.0194916629261723,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +198.3007,-43.4792,14767.5,785.945866890707,0.0190193968829732,800.894083261634,0.0188407892733294,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0190193968829732,0.0195427534255678,0.0190194847815519,0.0194972807379082,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +198.5507,-43.4792,14703.5,782.539702307602,0.0190274331736322,797.429424198974,0.0188486755402595,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0190274331736322,0.0195814073226981,0.0190451888753031,0.0195463892150713,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +198.8009,-43.4896,14616,777.882836666638,0.0189868564929276,792.652386454739,0.0188088557206285,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0189868564929276,0.0195177735355252,0.0189993288775313,0.0194994827700246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +199.0508,-43.4848,14566.5,775.248381246893,0.0189309976857239,789.924606558139,0.018754036232097,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0189309976857239,0.0194409240878711,0.0189437061624325,0.0194257996050504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +199.3008,-43.4872,14489.5,771.150339482844,0.0188945928498971,785.720911173432,0.0187183071333952,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188945928498971,0.0194099856919467,0.0188988898915276,0.0193809788245131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +199.5508,-43.492,14432,768.090113490211,0.0189364869552999,782.635041904813,0.0187594235005209,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0189364869552999,0.0194446672518225,0.018937617016293,0.0194135857012775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +199.8008,-43.4896,14353.5,763.912239743746,0.0189024973980863,778.352088867868,0.0187260650679089,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0189024973980863,0.0194207568371943,0.0189070746558047,0.0193899032565684,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +200.0508,-43.4976,14294,760.74557110789,0.0188826481993,775.110462096296,0.0187065839181619,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188826481993,0.0194070828301068,0.0188877073771128,0.0193710105996333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +200.3008,-43.5056,14215,756.54108670062,0.0188714061752087,770.818080835981,0.0186955501782781,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188714061752087,0.0194196873617798,0.0188784101370392,0.0193628111723595,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +200.5508,-43.492,14170.5,754.172737888929,0.0188226175472186,768.368242898751,0.0186476640605083,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188226175472186,0.0193426851319235,0.0188306389842098,0.0193062697714051,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +200.8008,-43.4976,14106.5,750.766573305824,0.0188174795908958,764.894107976533,0.0186426210145552,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188174795908958,0.0193515464996451,0.0188266302443644,0.0193187422022723,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +201.0508,-43.5056,14049,747.706347313191,0.0187896819297638,761.755511756071,0.0186153364018402,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187896819297638,0.0193136565135253,0.0188090295888409,0.0192936536409991,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +201.3008,-43.5,13962,743.076092333032,0.0187854222565728,757.035090496272,0.0186111552816624,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187854222565728,0.0193235873566616,0.0187996741317982,0.0192966233349805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +201.5509,-43.5104,13902.5,739.909423697177,0.0187507739870102,753.783298071782,0.0185771453144974,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187507739870102,0.0192720997545553,0.0187736007170229,0.0192615212004296,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +201.8009,-43.5216,13817,735.359000699435,0.0187077820276922,749.115936596622,0.0185349437598228,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187077820276922,0.0192375709768816,0.0187196017900425,0.0192060810272966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +202.0509,-43.516,13761.5,732.405217350023,0.0187351405472582,746.126932034621,0.0185617995006777,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187351405472582,0.019273092838869,0.0187409568379965,0.0192332194540797,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +202.3009,-43.5184,13699,729.078884749335,0.0187426498680379,742.743755012371,0.0185691706934485,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187426498680379,0.0192818778154895,0.0187576582675829,0.0192467120532456,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +202.5509,-43.516,13646,726.25815470395,0.018627770434355,739.786724885853,0.0184563984330289,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.018627770434355,0.0191643119109769,0.0186402929488986,0.0191336240634912,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +202.8009,-43.5136,13532.5,720.2175347011,0.0186309322536305,733.635858797993,0.0184595024269118,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0186309322536305,0.0191554505432552,0.0186410090096699,0.0191209470836064,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +203.0509,-43.5136,13478.5,717.343583334105,0.0185845149900975,730.675065911628,0.0184139331047237,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185845149900975,0.0190920459293855,0.0185902692032982,0.0190711088246847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +203.3009,-43.5216,13403,713.325373552473,0.0186134544193012,726.602822879223,0.0184423441179295,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0186134544193012,0.0191710343278689,0.018626348913205,0.0191264273601846,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +203.5509,-43.5136,13366.5,711.382795313671,0.0186026076226193,724.616370324373,0.0184316954715888,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0186026076226193,0.0191261163604528,0.018607078680681,0.0190933672132802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +203.8009,-43.516,13291,707.364585532039,0.0185697598334774,720.500176000076,0.0183994470573951,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185697598334774,0.0190989975195808,0.0185771944810502,0.019066774595346,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +204.051,-43.532,13241.5,704.730130112294,0.0185595717491448,717.809619525897,0.0183894446641501,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185595717491448,0.0190794413977126,0.0185683756890908,0.0190501114435912,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +204.301,-43.5288,13148,699.753936541664,0.0185189072401271,712.712614783393,0.0183495203220666,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185189072401271,0.0190259676269792,0.0185246387689283,0.0190212674275306,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +204.551,-43.5344,13093.5,696.853374513863,0.0185095096106132,709.751788746615,0.0183402935194985,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0185095096106132,0.0190114533177801,0.0185184735018842,0.0190004965233714,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +204.8,-43.5448,13019.5,692.914996714648,0.0184845224555041,705.723199531176,0.0183157601583625,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184845224555041,0.0190100018868601,0.0184972296346013,0.0189774895165902,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +205.05,-43.5424,12985,691.078861119068,0.0184889138711646,703.856158660481,0.0183200718647227,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184889138711646,0.0190333775637809,0.0185049806988028,0.0190048986772383,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +205.3,-43.5424,12893.5,686.20911019166,0.0184256774856511,698.852977943767,0.01825798149942,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184256774856511,0.0189654658749493,0.0184398572012416,0.0189372537603655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +205.55,-43.5424,12824.5,682.536839000499,0.0184400374148615,695.122843848689,0.0182720815248715,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184400374148615,0.0189674520435765,0.0184557400923712,0.0189492365881862,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +205.8,-43.5504,12739,677.986416002757,0.0184109223290312,690.468771247922,0.0182434931927768,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184109223290312,0.0189624102309073,0.0184157998186199,0.0189091335935404,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +206.0501,-43.5472,12686,675.165685957373,0.0184164555127637,687.599844776552,0.0182489263323671,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184164555127637,0.0189676048257786,0.0184288481835766,0.0189229436099975,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +206.3,-43.5504,12623.5,671.839353356685,0.0183637585248357,684.176849009209,0.0181971809475911,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183637585248357,0.018883651005727,0.0183705469473017,0.0188676640082838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +206.5501,-43.5528,12571,669.045233972106,0.0183368391468357,681.31340880941,0.0181707466469066,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183368391468357,0.0188558446449455,0.0183554266839124,0.0188251196805038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +206.8001,-43.5552,12496.5,665.080245512085,0.0183456219781572,677.28155628139,0.0181793712916308,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183456219781572,0.0188652407503744,0.0183548409857638,0.0188493543443996,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +207.0501,-43.5472,12441,662.126462162674,0.0183155846950383,674.25369545924,0.0181498746988516,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183155846950383,0.0188271979820526,0.0183165346630445,0.0188074812877252,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +207.3001,-43.5552,12337.5,656.618055375934,0.0182940667583009,668.630269915687,0.0181287435638569,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0182940667583009,0.0188155865346933,0.0182927456807191,0.018779097439263,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +207.5501,-43.5656,12275,653.291722775245,0.018262580308014,665.222515326989,0.0180978223023888,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.018262580308014,0.018792592813278,0.0182744470427035,0.0187552170430656,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +207.8005,-43.5552,12196,649.087238367975,0.0182166021860468,660.911402373364,0.018052667780437,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0182166021860468,0.0187645572791934,0.0182325515003852,0.0187397951569134,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +208.0501,-43.5608,12163,647.330934754811,0.0182192370354431,659.124810495484,0.0180552554871995,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0182192370354431,0.0187605085508378,0.01823114757341,0.0187238379866394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +208.3001,-43.5656,12092.5,643.578831581234,0.0182122985986993,655.299881433793,0.018048441178324,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0182122985986993,0.018736903700614,0.0182294815247757,0.0187111610723018,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +208.5501,-43.5712,12026.5,640.066224354907,0.018188672782445,651.708179468793,0.0180252376770613,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.018188672782445,0.0187365981362099,0.0182137051295969,0.0187014534593211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +208.8004,-43.5768,11941,635.515801357165,0.0181691309827549,647.062571193634,0.0180060447831068,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0181691309827549,0.0187006943187174,0.0181763994606755,0.0186735090221207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +209.0502,-43.5712,11890,632.801513955003,0.0181325065761449,644.275791568186,0.0179700732885713,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0181325065761449,0.0186658599766395,0.0181459322940558,0.0186340411624697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +209.3002,-43.5792,11834,629.821119944786,0.0181235480881973,641.235713299068,0.0179612743087701,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0181235480881973,0.0186757144286747,0.0181407068754703,0.0186357601395524,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +209.5502,-43.5736,11790,627.479381793901,0.018095882169535,638.834174750656,0.017934100500041,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.018095882169535,0.0186278172083178,0.0181184776588455,0.0185905535847774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +209.8003,-43.5792,11696.5,622.503188223271,0.0180914907538742,633.76519889727,0.0179297871291606,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180914907538742,0.0186367549671403,0.0181005880831053,0.0186127018238303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +210.0502,-43.584,11633.5,619.150244961777,0.0180867919391173,630.348686621454,0.0179251718017141,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180867919391173,0.0185954273814734,0.0180893337936412,0.0185699567129664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +210.3002,-43.5872,11545,614.440157999202,0.0180408138171501,625.525158491446,0.0178800094829627,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180408138171501,0.0185712877935423,0.0180650839404135,0.0185478859610687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +210.5502,-43.592,11492.5,611.646038614623,0.0180183736831243,622.666905500184,0.0178579667700941,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180183736831243,0.0185363770603634,0.018032161798431,0.0185106834929557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +210.8003,-43.5872,11428,608.213263370713,0.0179828910445861,619.150696217781,0.0178231115475983,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0179828910445861,0.0185175848495057,0.0179970545044267,0.0184873309287014,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +211.0502,-43.592,11380.5,605.685250594189,0.017979553568684,616.575201003009,0.0178198330235657,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.017979553568684,0.0185012371538813,0.0179883821929374,0.0184739172730857,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +211.3002,-43.592,11288.5,600.788889005976,0.0179458714105666,611.570569152974,0.0177867452122863,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0179458714105666,0.018462354083448,0.0179569358984747,0.0184492064987114,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +211.5503,-43.5872,11228,597.568999048509,0.0179415239090626,608.290297532252,0.017782474345917,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0179415239090626,0.0184932160882713,0.017955087692392,0.0184467410228226,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +211.8003,-43.6,11152.5,593.550789266877,0.0179236947614804,604.189412439132,0.0177649592890075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0179236947614804,0.0184642638609742,0.017934737318228,0.0184232661855426,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +212.0503,-43.6024,11099.5,590.730059221493,0.0178890464919175,601.297656715079,0.0177309205300743,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178890464919175,0.0184087275305125,0.0179116086666357,0.0183916217357144,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +212.3003,-43.6024,11038.5,587.483558603221,0.0178856211877024,597.991066986402,0.0177275554187292,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178856211877024,0.0184166722050214,0.0178963731313176,0.0183915302268612,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +212.5503,-43.6,10991,584.955545826698,0.0178620831997611,595.404070454416,0.0177044307575627,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178620831997611,0.0183890950175431,0.0178749248439547,0.0183599064944706,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +212.8003,-43.6136,10895.5,579.872909612846,0.0178213308624301,590.207016593217,0.0176643927663359,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178213308624301,0.0183343225980918,0.0178389827276294,0.0183163698105182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +213.0503,-43.6136,10833.5,576.573187672963,0.0178097814392426,586.841830129146,0.0176530455009911,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178097814392426,0.018310641356767,0.0178269190057845,0.0183032624936007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +214.3003,-43.6184,10507.5,559.223036827771,0.0177242366621729,569.134838279445,0.0175689940664688,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0177242366621729,0.0182433407967438,0.0177328939433509,0.0182190070910902,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +215.4004,-43.6344,10233,544.613784045546,0.0176270546336023,554.21372097113,0.0174734999578499,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0176270546336023,0.0181806237027835,0.0176371293446005,0.0181344070127555,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +216.4004,-43.64,9978.5,531.068957695542,0.0175187184092536,540.372605221306,0.0173670346364109,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0175187184092536,0.0180436544586048,0.0175320850913313,0.0180154864821895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +217.4005,-43.6472,9715,517.045139451039,0.0174707202360825,526.078290431814,0.0173198617398164,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0174707202360825,0.0179771942006931,0.017479398241099,0.0179650375318609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +218.4005,-43.6528,9445.5,502.70199327687,0.0173889520764809,511.443454146713,0.0172394943702547,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0173889520764809,0.0179111158982867,0.0174067397920832,0.0178798683746289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +219.4005,-43.6688,9197.5,489.503105517337,0.0172780688310492,497.960773867478,0.0171305003732988,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0172780688310492,0.0177802579421917,0.0172909897533517,0.0177736562247052,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +220.4006,-43.6768,8942.5,475.931668506528,0.0172159742136072,484.125295838975,0.0170694585455543,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0172159742136072,0.0177409165251521,0.0172207997084473,0.0177035522987133,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +221.4006,-43.6872,8666.5,461.242583741887,0.0171372800449681,469.147027068136,0.0169920932516816,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0171372800449681,0.0176553584919784,0.0171425606859523,0.0176209584976232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +222.4006,-43.692,8410,447.591314748661,0.0170432598356733,455.219729826113,0.0168996528733392,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0170432598356733,0.0175578834470415,0.0170505978596317,0.0175240156267154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +223.4007,-43.7056,8155,434.019877737851,0.0169924511564794,441.394939311253,0.0168496943805458,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0169924511564794,0.0175231254960646,0.0170080234364829,0.0174927436621777,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +224.4007,-43.7136,7906.5,420.794379317513,0.0168864423824309,427.900099358709,0.0167454514244079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0168864423824309,0.0173864618162901,0.016894873206451,0.0173741600505253,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +225.4007,-43.7344,7619,405.493249354346,0.0167892603538603,412.301181089489,0.0166498786361665,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0167892603538603,0.0172985356589839,0.016806491853235,0.0172798618757385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +226.4008,-43.732,7394,393.518451991866,0.0167148697725686,400.096061670013,0.016576713718306,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0167148697725686,0.0172303184057482,0.0167131755910948,0.0172026588183496,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +227.4008,-43.7424,7163.5,381.250937360527,0.0166445192936848,387.59667594316,0.0165075174126356,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0166445192936848,0.0171647748410491,0.0166506283372487,0.0171365074591901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +228.4009,-43.7552,6879,366.109471362192,0.0165284541777732,372.160694983651,0.016393345999232,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0165284541777732,0.0170611121169272,0.0165518395588538,0.0170358684168943,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +229.4009,-43.7504,6644,353.602460783603,0.0164779968118323,359.429121005051,0.0163437078232913,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0164779968118323,0.0170029784890297,0.0164880838989712,0.0169697345372845,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +230.4009,-43.7656,6407,340.989007561792,0.0163995661281328,346.581079340268,0.0162665455926011,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0163995661281328,0.0169196357977866,0.0164125187951232,0.0168980162228504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +231.4,-43.7768,6140.5,326.805525352456,0.0162874093721594,332.128340728955,0.0161561923926849,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0162874093721594,0.0167987086848279,0.0163065607698812,0.0167856662887899,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +232.4,-43.7816,5902.5,314.138850809033,0.0162374789760976,319.23967379462,0.0161070609932533,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0162374789760976,0.0167587561389797,0.016235787415929,0.0167139369712579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +233.4001,-43.7952,5682.5,302.430160054609,0.0161385403812626,307.310941405162,0.0160096985032705,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0161385403812626,0.0166469959581468,0.016154833241862,0.0166344445035832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +234.4001,-43.8,5414,288.140235202051,0.0160313020108292,292.759498334046,0.0159041577474773,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0160313020108292,0.0165377566836483,0.0160511115051284,0.0165254864633844,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +235.4001,-43.816,5179,275.633224623462,0.0159601171629698,280.03236318246,0.0158340936249453,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0159601171629698,0.0164833662197022,0.0159769596620316,0.0164554908779194,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +236.4002,-43.8208,4965,264.243861798704,0.0158914354220371,268.443076064148,0.015766488547329,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0158914354220371,0.0164187393482158,0.0159021127324481,0.0163858206034093,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +237.4002,-43.8288,4718.5,251.124806021588,0.015804573220269,255.093726405782,0.015680981462163,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.015804573220269,0.0163130904554665,0.0158196232016242,0.0162915756966926,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +238.4002,-43.8392,4464,237.579979671584,0.0157026923769415,241.310625007287,0.0155806807198145,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0157026923769415,0.0162378452209344,0.0157174412437461,0.0161970017218103,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +239.4003,-43.8448,4237,225.498739665883,0.0156307609884198,229.02345656879,0.0155098588777063,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0156307609884198,0.0161147791571463,0.0156344906853292,0.0160946427767585,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +240.4003,-43.8552,4003.5,213.07156106971,0.0155579952309227,216.386527400678,0.0154382104331138,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0155579952309227,0.0160579441779667,0.0155549686611309,0.0160372806778887,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +241.4004,-43.8632,3781.5,201.256427672064,0.0154646776481335,204.368793450627,0.0153463182212731,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0154646776481335,0.0159857545874765,0.0154744719196537,0.0159587690091331,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +242.4004,-43.8632,3528,187.764822643671,0.0153636311737815,190.649572126179,0.0152468056489927,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0153636311737815,0.0158521465517438,0.0153848831156695,0.0158524815883631,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +243.4004,-43.8872,3298,175.523918673137,0.0152992969343529,178.209311223998,0.0151834428539569,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0152992969343529,0.0157862210315396,0.0152983129487857,0.0157771109106937,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +244.4005,-43.8896,3068,163.283014702603,0.0151746246437465,165.760773161414,0.0150606416798684,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0151746246437465,0.0157044061623172,0.0151905599139717,0.0156718228435898,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +245.4005,-43.9024,2825,150.350233551126,0.0150997949208885,152.620491244056,0.0149869277797464,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0150997949208885,0.015593944630202,0.0151113454546162,0.0155666192847888,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +246.4005,-43.916,2591,137.896444294147,0.0149741126046804,139.961321178793,0.014863107345522,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0149741126046804,0.0154701146554035,0.0149857455236728,0.0154426226488087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +247.4006,-43.924,2381,126.719966755834,0.0149182098833201,128.610401816305,0.0148080278511518,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0149182098833201,0.0154201548753182,0.0149317438074206,0.0154125894089455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +248.4006,-43.9208,2154,114.638726750133,0.0148296789436011,116.338782262341,0.0147207944166327,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0148296789436011,0.0153450624229882,0.0148407396108982,0.0153261627025225,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +249.4007,-43.9368,1913.5,101.838998902683,0.01473521959274,103.339618914619,0.0146277110656174,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.01473521959274,0.0152293299049006,0.0147472067516529,0.0152105827719229,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +250.4007,-43.9472,1692,90.0504761658423,0.0146357540280261,91.3684327851122,0.0145296850604303,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0146357540280261,0.0151155835554404,0.0146421746881443,0.0151128527701307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +251.4008,-43.9528,1478.5,78.68772400189,0.0145310187645191,79.8311367958988,0.0144264552372296,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0145310187645191,0.0150436231382534,0.0145322993683875,0.0150066705257038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +252.4008,-43.976,1254.5,66.766147961022,0.014446308356425,67.7306723222376,0.0143429546411302,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.014446308356425,0.0149285017489742,0.0144629373336111,0.0149163393323273,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +253.4008,-43.9632,1022.5,54.4188013472658,0.0144039311952995,55.2026460176025,0.0143011800830031,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0144039311952995,0.0149034454678305,0.0144111085610976,0.0148863962683517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +254.4009,-43.984,837,44.546246188422,0.0142511977586215,45.1810835522574,0.0141506040340861,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0142511977586215,0.0147332460946958,0.0142665259272728,0.0147212818300452,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +255.4009,-43.9792,679,36.1372773738812,0.0141487899454148,36.6485761206434,0.0140496300507353,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0141487899454148,0.0145871863094924,0.0141474464186424,0.0145624048939951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +256.401,-43.9976,402.5,21.4215819484347,0.0139853853686813,21.7211710271903,0.0138884922137262,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0139853853686813,0.0144420432175014,0.0139926062787858,0.0144366001434531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +257.4,-44.008,182.5,9.71289119401077,0.0139554359138756,9.84843882460723,0.0138589554003305,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0139554359138756,0.014465113330018,0.0139743817435026,0.0144411747019586,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +258.4,-44.0104,2,0.106442643222036,0.0138802548777649,0.107920094239821,0.0137848063590778,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0138802548777649,0.0143849026739176,0.0138885785079283,0.0143468959382776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +259.4001,-44.024,-195.5,-10.404768374954,0.0137683616067311,-10.5480249883746,0.0136744388424994,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0137683616067311,0.0142794065633705,0.0137874023846571,0.0142512702639997,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +260.4001,-44.0368,-404.5,-21.5280245916567,0.0136659977076811,-21.8222265263772,0.013573460087092,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0136659977076811,0.0141457985276378,0.0136730152390545,0.0141256262876512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +261.4001,-44.0448,-618,-32.8907767556091,0.0135786524501903,-33.3373891819903,0.0134872886844071,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0135786524501903,0.0140503860424292,0.0135861581192249,0.014048591998781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +262.4002,-44.0528,-804,-42.7899425752584,0.0134688670586738,-43.3662746232528,0.0133789681930843,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0134688670586738,0.0139650571825587,0.0134852719545676,0.0139378632894233,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +263.4002,-44.0608,-1016,-54.0728627567942,0.0133789308659432,-54.796299849341,0.013290223302736,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0133789308659432,0.0138869854772877,0.0133821803610291,0.0138387034251537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +264.4003,-44.0688,-1198.5,-63.785753950805,0.013288292046707,-64.6333576777227,0.0132007771240326,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.013288292046707,0.0137685792706635,0.0133032905190168,0.0137487310804755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +265.4003,-44.0872,-1382.5,-73.5784771272323,0.0131824589292851,-74.5484223800414,0.0130963264503999,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0131824589292851,0.0136578885652451,0.0131868051504638,0.0136426157470062,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +266.4003,-44.0736,-1586.5,-84.4356267358799,0.0130835203344503,-85.5403419752308,0.0129986703717549,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0130835203344503,0.0135746222651031,0.0130995850957667,0.0135553226357347,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +267.4004,-44.092,-1788.5,-95.1863337013055,0.0129760623932336,-96.4214775063968,0.0128925945759258,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0129760623932336,0.0134601883957333,0.0129761890911793,0.013427152166428,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +268.4004,-44.108,-1972.5,-104.979056877733,0.012861358616177,-106.329230175426,0.0127793537245232,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.012861358616177,0.0133590465779459,0.0128809677931145,0.0133305109300666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +269.4005,-44.1104,-2152,-114.532284106911,0.0127777460619981,-115.99574854913,0.0126967994787709,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0127777460619981,0.0132699745541242,0.0127903343160799,0.0132432931635286,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +270.4005,-44.1208,-2357.5,-125.469265697975,0.0126729668843346,-127.059333547167,0.0125933368992205,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0126729668843346,0.0131662354389012,0.0126884356923053,0.0131386348941192,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +271.4005,-44.1368,-2546.5,-135.528095482457,0.0125592292187232,-137.230223899198,0.0124810162814168,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0125592292187232,0.0130507320941168,0.0125719790837963,0.013018473197521,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +272.4006,-44.1368,-2725.5,-145.054712050829,0.0124569092338297,-146.861645432786,0.0123799603115039,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0124569092338297,0.0129625767635076,0.012461938170676,0.0129145045941718,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +273.4006,-44.1552,-2896.5,-154.155558046313,0.012360649402548,-156.061020852778,0.0122848803069438,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.012360649402548,0.0128363022734755,0.0123678778679923,0.0128054288539356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +274.4006,-44.1608,-3092.5,-164.586937082073,0.0122400172143495,-166.601484025215,0.0121657139050648,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0122400172143495,0.0127275977366844,0.0122573013640269,0.0126976341146293,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +275.4007,-44.1792,-3284.5,-174.805430831388,0.0121303635653026,-176.925884260562,0.0120573803212548,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0121303635653026,0.012629435171838,0.0121455102990675,0.012601615625225,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +276.4007,-44.176,-3455.5,-183.906276826872,0.0120369581542001,-186.119948985332,0.0119650901136555,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0120369581542001,0.0125221820659667,0.0120457335743835,0.0124850941992596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +277.4008,-44.1816,-3623.5,-192.847458857523,0.0119286219298515,-195.147863284367,0.0118580366879272,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0119286219298515,0.0124113385783463,0.0119411985295004,0.0123777150308178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +278.4008,-44.1976,-3824,-203.518333840533,0.0118272680564034,-205.925399729258,0.0117578725584149,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0118272680564034,0.0122698622592057,0.0118283923766456,0.0122577292220871,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +279.4008,-44.208,-3988.5,-212.273241245545,0.0117076898079634,-214.758470508579,0.0116396850785154,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0117076898079634,0.0121711649566518,0.0117170868169309,0.0121535796266577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +280.4009,-44.216,-4159.5,-221.374087241029,0.0116108151784891,-223.944420853291,0.0115439269175442,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0116108151784891,0.0120864472255896,0.0116172105513073,0.0120569037819504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +281.4009,-44.2368,-4347,-231.353085043095,0.0114789409661993,-234.008773448653,0.0114135578006268,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0114789409661993,0.0119342761523023,0.011483372344485,0.0119139809645278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +282.3997,-44.2368,-4504.5,-239.73544319683,0.0114183833442387,-242.472834388452,0.0113536856348467,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0114183833442387,0.0118723993604536,0.0114264518928113,0.0118642464936275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +283.3998,-44.2392,-4674,-248.756457209898,0.0112827764286372,-251.563120701777,0.0112196006612464,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0112827764286372,0.0117328328188391,0.0112832116890831,0.0117213917811803,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +284.4,-44.2496,-4830.5,-257.085594042022,0.0111696096470619,-259.957139773354,0.0111076902079052,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0111696096470619,0.0116326076942643,0.0111858088889392,0.0116111105120386,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +285.4001,-44.2632,-5026,-267.490362416976,0.0110609221094604,-270.449052480701,0.0110001974804448,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0110609221094604,0.0115241323307764,0.0110625878217706,0.011494378416554,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +286.4001,-44.2736,-5165.5,-274.914736781713,0.0109547376787855,-277.926355607189,0.0108951691833013,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0109547376787855,0.0114170320071074,0.0109680967844993,0.0113924457321416,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +287.4001,-44.2736,-5319,-283.084209649004,0.0108557112556376,-286.157290089984,0.0107972110158783,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0108557112556376,0.0113178763579473,0.0108586366743032,0.0112861565775758,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +288.4002,-44.2896,-5506,-293.036596790265,0.0107352986382219,-296.182432168737,0.0106780844299677,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0107352986382219,0.0111980187204032,0.0107347006671822,0.0111652763499298,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +289.4002,-44.2976,-5678.5,-302.217274768165,0.0106122511714102,-305.424480396344,0.0105563364732887,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0106122511714102,0.011065250986782,0.0106218103919009,0.0110412832018165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +290.4003,-44.316,-5843,-310.972182173178,0.0104980304500762,-314.236777610759,0.0104433087751029,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0104980304500762,0.0109440183094189,0.0105007941914959,0.0109188216629867,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +291.4003,-44.3264,-5999.5,-319.301319005302,0.0103863128356688,-322.617682393333,0.0103327456794044,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0103863128356688,0.0108516614682521,0.0103922900963367,0.0108155657646489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +292.4003,-44.3232,-6160,-327.84334112387,0.0102671298146383,-331.209351266054,0.0102147808481741,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0102671298146383,0.0107234772006939,0.010275973084684,0.0107025608570717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +293.4004,-44.3264,-6311.5,-335.90637134794,0.0101605062423972,-339.319350130882,0.0101092352988684,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0101605062423972,0.0106142379261954,0.0101613784291278,0.0105890975355978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +294.4004,-44.3416,-6458,-343.703294963954,0.0100238014728809,-347.148508558248,0.00997389639023214,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0100238014728809,0.0104730671714589,0.0100338543863699,0.0104550354516965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +295.4005,-44.3528,-6622.5,-352.458202368966,0.0099416820000264,-355.962229735219,0.00989258859208257,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0099416820000264,0.0103879674848917,0.0099543179226418,0.0103659349633723,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +296.4005,-44.36,-6785.5,-361.133277791562,0.00980286935099279,-364.673420132049,0.00975513294289238,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00980286935099279,0.0102500051563992,0.00982026265781452,0.0102390247270847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +297.4005,-44.3736,-6918.5,-368.211713565827,0.00971369287317153,-371.78840906371,0.00966681826447153,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00971369287317153,0.0101552801910999,0.00971378428420726,0.0101358398527653,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +298.4006,-44.3816,-7084.5,-377.046452953256,0.00957284260727127,-380.655859303007,0.00952731328223749,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00957284260727127,0.0100318321718066,0.00958844642055118,0.0100057073249664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +299.4011,-44.3896,-7265.5,-386.679512164851,0.00945701462780553,-390.336345967667,0.00941257701008406,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00945701462780553,0.00991403709399086,0.00946778034767789,0.00988326239602339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +300.4007,-44.3976,-7396.5,-393.651505295894,0.00934822608764389,-397.331448567141,0.00930480183883638,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00934822608764389,0.00979402667424453,0.00935654767249857,0.0097762991574233,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +301.4007,-44.4,-7528.5,-400.676719748548,0.00923722866540486,-404.37786222977,0.00919482638836477,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00923722866540486,0.00966645353549469,0.00924634807738361,0.00964369268465292,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +302.4007,-44.4128,-7700.5,-409.830787065644,0.00911085250552219,-413.564694918821,0.0090695990688288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00911085250552219,0.00956584645541464,0.00912120067930738,0.00953251825734805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +303.4008,-44.4184,-7850.5,-417.813985307296,0.00900015369954814,-421.574375392882,0.00895989370005108,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00900015369954814,0.00940901552496339,0.00901049344078315,0.00940538695992781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +304.4008,-44.4312,-7980,-424.706146455923,0.00890061348076782,-428.486291708434,0.00886123650096586,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00890061348076782,0.00934629843100308,0.00891103343243996,0.00931457826429895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +305.4008,-44.4392,-8130,-432.689344697576,0.00875416415990031,-436.477178251298,0.00871606863305534,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00875416415990031,0.00916930024987522,0.00876763265493404,0.00915952587617757,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +306.4009,-44.4496,-8304,-441.949854657893,0.00863056337471516,-445.764130886964,0.00859353297225381,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00863056337471516,0.00906517917914703,0.0086270882470453,0.00903932971133081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +307.4009,-44.4552,-8422.5,-448.256581268798,0.00855363455517156,-452.090804251922,0.00851725950187869,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00855363455517156,0.00896632909439113,0.00854360253201767,0.00894682264906244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +308.4,-44.4656,-8565.5,-455.867230259174,0.00839765147090472,-459.695444375897,0.008362587363133,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00839765147090472,0.00882326384034862,0.00840517682260932,0.00880063554569144,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +309.4,-44.476,-8710.5,-463.584321892772,0.00828065537487317,-467.42310389956,0.00824655884657112,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00828065537487317,0.00871216826209467,0.00828135283502986,0.00867507307197801,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +310.4,-44.492,-8843.5,-470.662757667037,0.00816831857085774,-474.5072810111,0.00813513841830027,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00816831857085774,0.00859217312056872,0.00817583610262695,0.00856166586505542,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +311.4001,-44.5,-8973.5,-477.581529476469,0.00805748363099819,-481.429634832693,0.00802519543488033,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00805748363099819,0.00847321689801709,0.00805671562211487,0.00844756758062709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +312.4001,-44.5048,-9141,-486.496100846315,0.00791481092759867,-490.346625501528,0.00788365310910254,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00791481092759867,0.00833588097655323,0.00791777316604127,0.00831235857638294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +313.4001,-44.5104,-9259.5,-492.80282745722,0.00781813830324489,-496.655628118511,0.00778773502187312,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00781813830324489,0.00822077486549422,0.00781824519319304,0.00820718397381942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +314.4002,-44.5232,-9381.5,-499.295828693765,0.00768733559637618,-503.134083290805,0.00765793859239554,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00768733559637618,0.00810294159212795,0.00768330404905117,0.00807810583299458,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +315.4002,-44.5312,-9544,-507.944293455555,0.00754807941436081,-511.778297320629,0.00751973520315389,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00754807941436081,0.00796451327791923,0.00755679672060753,0.00793832374004983,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +316.4003,-44.5416,-9670.5,-514.676790639349,0.0074488070719358,-518.510518757225,0.00742120170846613,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0074488070719358,0.00784020203918399,0.00745233149748143,0.00783312170125523,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +317.4003,-44.5448,-9787.5,-520.903685267838,0.00731608970783912,-524.714663358401,0.00728945694310825,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00731608970783912,0.00771265181776446,0.00732536550548374,0.00770036710617836,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +318.4003,-44.5632,-9947,-529.392486064795,0.0072156492488483,-533.212396559214,0.00718974100701079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0072156492488483,0.00760855366436644,0.00720902153017724,0.00759123472182149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +319.4004,-44.5632,-10055,-535.140388798785,0.00707637989258595,-538.927245485791,0.00705145980997545,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00707637989258595,0.00745988894261723,0.00707485566408357,0.00744923484198131,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +320.4004,-44.5816,-10188.5,-542.245435233856,0.00695731543977839,-546.018007772558,0.00693322499273067,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00695731543977839,0.0073459592545144,0.00696098583918567,0.00732832815798687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +321.4005,-44.5864,-10348,-550.734236030813,0.00681822174014249,-554.489264171959,0.00679508278443677,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00681822174014249,0.00721829444644318,0.00682254199895212,0.00720166277441901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +322.4005,-44.592,-10461.5,-556.774856033664,0.00670040884079803,-560.505475201366,0.00667806087295351,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00670040884079803,0.00710159940048253,0.0067112372439212,0.00707660981390206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +323.4006,-44.6,-10588,-563.507353217458,0.0065934295638885,-567.222799259631,0.00657178798325455,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0065934295638885,0.00698114591235036,0.00660078461923084,0.00696932643266392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +324.4006,-44.608,-10718,-570.42612502689,0.00646507726695853,-574.113974000281,0.00644426829451388,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00646507726695853,0.00685054768599882,0.0064760023333406,0.00684012099607519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +325.4006,-44.6232,-10829.5,-576.360302386519,0.00637133810826587,-580.032488745206,0.00635112693633462,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00637133810826587,0.00673193522340199,0.00635932741192876,0.0067159216531694,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +326.4007,-44.6264,-10944.5,-582.480754371786,0.00622251830122486,-586.105251525976,0.00620323837268978,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00622251830122486,0.00659730354691521,0.00622332246392516,0.00657788000012294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +327.4007,-44.6416,-11084.5,-589.931739397328,0.00608765090002069,-593.523037881621,0.00606919601334562,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00608765090002069,0.00648303773796777,0.00608835047433915,0.00645336789083289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +328.4007,-44.6416,-11208,-596.504572616289,0.00596416780477516,-600.062225983688,0.00594645255887537,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00596416780477516,0.00635709936878032,0.00597209877700718,0.00633513104995011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +329.4008,-44.6576,-11313,-602.092811385446,0.00580684406522127,-605.589070453952,0.00579004933112582,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00580684406522127,0.00620205599009358,0.00581011494773116,0.00618036980792388,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +330.4008,-44.6656,-11436,-608.639033943601,0.00572897148653812,-612.125909614658,0.00571262333838929,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00572897148653812,0.00608386367855226,0.00572360898002895,0.00607135370564676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +331.4008,-44.6784,-11569.5,-615.744080378672,0.0055766842176913,-619.177890673857,0.00556119208406354,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0055766842176913,0.00594700138191487,0.00557396279549594,0.00591703745311771,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +332.4009,-44.6864,-11693,-622.316913597632,0.00542785079726156,-625.694756953252,0.00541317310339006,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00542785079726156,0.00578683216034789,0.00543801977122227,0.00576635063246539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +333.4009,-44.7,-11808,-628.4373655829,0.00533451169653546,-631.789772060142,0.00532033358885156,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00533451169653546,0.00569939032262235,0.00532196864034336,0.00567237457796783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +334.4,-44.6944,-11924.5,-634.637649550583,0.00520557973273837,-637.941306436716,0.00519207754011767,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00520557973273837,0.00556270296160645,0.00520079306542379,0.0055475004012738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +335.4,-44.7152,-12039.5,-640.75810153585,0.00508326124092614,-644.015242358197,0.0050703850853121,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00508326124092614,0.00545862635049908,0.00507733465843887,0.00542978319922932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +336.4,-44.7264,-12155,-646.905164181923,0.00496002494324103,-650.113829932177,0.00494776454406651,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00496002494324103,0.00533703448217908,0.00496017657682974,0.00530613413716302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +337.4001,-44.7288,-12258,-652.386960307858,0.00480542954632295,-655.521959882557,0.00479392032619744,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00480542954632295,0.00516687788806101,0.00481017952649876,0.00514846200850115,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +338.4001,-44.7472,-12394.5,-659.651670707762,0.00468205711475202,-662.740197505857,0.00467113037846724,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00468205711475202,0.00502816463504529,0.00468369154497844,0.00499568210667974,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +339.4002,-44.7448,-12513,-665.958397318667,0.00457877101841322,-669.007668327779,0.00456832033510841,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00457877101841322,0.00492531624006041,0.0045794568822489,0.00491144629097772,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +340.4002,-44.7552,-12597,-670.428988333993,0.00443534299152013,-673.402570848712,0.00442553584580419,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00443534299152013,0.00477230486466168,0.00444269779630913,0.0047558140446551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +341.4002,-44.768,-12704,-676.123669746372,0.0043085891698906,-679.036808867348,0.00429933377517863,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0043085891698906,0.00465169095521707,0.00429468639338558,0.0046399040783415,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +342.4003,-44.7632,-12840.5,-683.388380146276,0.0041492422612277,-686.223924094011,0.00414065789311272,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0041492422612277,0.00449516558917005,0.00416488304491089,0.00448615884884236,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +343.4003,-44.784,-12945.5,-688.976618915432,0.00404376045705864,-691.76267532284,0.00403560643229869,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00404376045705864,0.00436057974734402,0.00403441520081462,0.00432640411701863,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +344.4003,-44.784,-13042.5,-694.139087111701,0.00392467843858824,-696.86335982027,0.00391699697977608,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00392467843858824,0.0042565885414875,0.00391229189878478,0.00425598202651469,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +345.4004,-44.8,-13144.5,-699.567661916025,0.00378554082479569,-702.215903859915,0.00377839369661277,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00378554082479569,0.00409874160939237,0.00378955795249241,0.00410659491620201,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +346.4004,-44.8048,-13066,-695.38978816956,0.00371395635811101,-697.972435494698,0.00370707665088942,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00371395635811101,0.00404607758432994,0.00371310837870693,0.00401866203431722,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +348.1005,-44.8,-12990,-691.344967727123,0.00370792255299342,-693.908421324857,0.00370106515407258,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00370792255299342,0.00404348028689435,0.00370743700164229,0.00402158643561032,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +348.4505,-44.7968,-12970.5,-690.307151955708,0.00374406390388072,-692.891706045936,0.00373707234242387,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00374406390388072,0.00407036995446329,0.00373830446326367,0.00406117881320435,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +348.7006,-44.8048,-12952,-689.322557505904,0.00369466926052957,-691.869376369711,0.00368786073507046,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00369466926052957,0.00401976085001904,0.00369952322110574,0.00400137410993282,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +348.9506,-44.8048,-12954,-689.429000149126,0.00371649459636305,-691.991259302756,0.00370960549391939,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00371649459636305,0.00405938491413261,0.00372029714083124,0.00404253802736815,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +349.2006,-44.8,-12955.5,-689.508832131543,0.00371678003838105,-692.071584795097,0.00370988987898128,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00371678003838105,0.00403933988921762,0.00371312307306812,0.00402226973463433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +349.4506,-44.8104,-12955.5,-689.508832131543,0.0037031095614294,-692.062158880499,0.00369626993128365,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0037031095614294,0.00400394789210216,0.00370324127015433,0.00399116732057187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +349.7006,-44.8072,-12945.5,-688.976618915432,0.00370503300148863,-691.529300025768,0.00369818627307628,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00370503300148863,0.004050966614797,0.00370877116170613,0.00403968922163215,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +349.9506,-44.8024,-12929,-688.098467108851,0.00371689421518816,-690.656056320728,0.0037100036329833,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00371689421518816,0.00403529116086199,0.00370729719665924,0.00401868337047586,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +350.2006,-44.8072,-12909.5,-687.060651337436,0.00373096431096492,-689.624050107044,0.00372402152711407,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00373096431096492,0.0040518527515692,0.00373148882341164,0.00403849360064278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +350.4506,-44.8024,-12902.5,-686.688102086159,0.00376050097269847,-689.270393361994,0.00375344796527978,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00376050097269847,0.00409394424824655,0.00376113756629699,0.00407427257316624,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +350.7006,-44.8024,-12870,-684.958409133801,0.0037290013481646,-687.512619964898,0.00372206585892254,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0037290013481646,0.00404523728221849,0.00371996315474141,0.00402616265280408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +350.9507,-44.8024,-12805.5,-681.52563388989,0.00371248084244926,-684.055784749344,0.00370560659387083,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00371248084244926,0.00402943960252173,0.0037193533072319,0.00402164984087072,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +351.2007,-44.8024,-12672.5,-674.447198115625,0.00376532713850962,-676.986712454182,0.00375825603872386,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00376532713850962,0.00407807781655899,0.00376269079878486,0.00406048148834577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +351.4507,-44.7968,-12589,-670.003217761105,0.0038108924674047,-672.556527976808,0.00380364941254244,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0038108924674047,0.00417605704276295,0.00381408026428194,0.00413601452360607,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +351.7007,-44.7888,-12472,-663.776323132616,0.00383564687748391,-666.322334713787,0.0038283095403042,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00383564687748391,0.00416237539656525,0.00383588917872623,0.00415137674507206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +351.9507,-44.792,-12399.5,-659.917777315817,0.00387182775111216,-662.472865279481,0.00386435151762346,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00387182775111216,0.00419743891194616,0.00387195674027626,0.00418228410093281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +352.2007,-44.784,-12309.5,-655.127858370825,0.00384455705985931,-657.646534803835,0.00383718563756118,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00384455705985931,0.00416885336193409,0.00383780564376302,0.0041457759393687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +352.4507,-44.7864,-12253.5,-652.147464360608,0.00386075260081602,-654.665244379754,0.00385331902215622,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00386075260081602,0.00417795918117902,0.00385413198192321,0.00417179444611315,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +352.7007,-44.7784,-12172.5,-647.836537310116,0.00387516083559855,-650.34700808737,0.00386767174124263,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00387516083559855,0.0041907088559439,0.00386675214031698,0.004191032454071,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +352.9507,-44.7816,-12089,-643.392556955596,0.00394830864625828,-645.932869351162,0.00394053453202467,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00394830864625828,0.00425994974993353,0.00393561985694792,0.00424489107831853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +353.2007,-44.776,-11984,-637.804318186439,0.00394690778466254,-640.32167301498,0.00393913917873716,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00394690778466254,0.00427684746148548,0.00394648738676725,0.00426222055773322,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +353.4507,-44.776,-11905,-633.599833779168,0.00400289394292032,-636.136066716038,0.00399490367865065,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00400289394292032,0.0043580893974498,0.00399887299732396,0.00433576031366443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +353.7007,-44.7704,-11826,-629.395349371898,0.00390413539612768,-631.852594033539,0.00389653403759731,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00390413539612768,0.00421938607527722,0.00391501330111394,0.0042038133686932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +353.9507,-44.7656,-11772,-626.521398004903,0.0040245216650491,-629.042846944791,0.00401644494044967,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0040245216650491,0.00434626405500768,0.00402534324393859,0.00433352897742817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +354.2008,-44.7784,-11689.5,-622.130638971994,0.00402233474005012,-624.633056653981,0.00401426677912627,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00402233474005012,0.0043401298495935,0.00401087476376761,0.0043177952853855,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +354.4508,-44.7656,-11607,-617.739879939085,0.0040634691305436,-620.250046871923,0.00405523553695529,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0040634691305436,0.00440704845411141,0.00406113654671649,0.0043921776196641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +354.7008,-44.752,-11485.5,-611.273489363346,0.00408140806351753,-613.768345911848,0.00407310171103263,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00408140806351753,0.0044115708072935,0.00408976364479248,0.00440384843087688,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +354.9508,-44.76,-11418.5,-607.707660815408,0.00409665066727566,-610.197226809596,0.00408828224115775,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00409665066727566,0.00445227962504188,0.00411078686726025,0.00441918734202315,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +355.2008,-44.752,-11328,-602.891131209611,0.00409991348911144,-605.362932690923,0.00409153174560773,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00409991348911144,0.00443277697694429,0.00410551444982564,0.00441502678167905,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +355.4508,-44.7576,-11285,-600.602614380337,0.00415803387538044,-603.099940396572,0.00414941314113398,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00415803387538044,0.00448661742496277,0.00415347209039668,0.00447547692287862,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +355.7008,-44.7496,-11179.5,-594.987764950375,0.00414963309722154,-597.456745872255,0.00414104711405845,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00414963309722154,0.00447311911740769,0.00414417436081182,0.00447460834931989,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +355.9508,-44.7496,-11101,-590.80989120391,0.00420590908891303,-593.294783895144,0.00419708897569519,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00420590908891303,0.00452228443004209,0.00420123924909851,0.00451182128914424,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +356.2008,-44.752,-11017,-586.339300188584,0.00418027200428601,-588.790357950175,0.00417155894081471,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00418027200428601,0.00449242314864241,0.00417452536862568,0.00448955711288577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +356.4508,-44.7448,-10976,-584.157226002533,0.00423238932534676,-586.62960681019,0.00422345795746202,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00423238932534676,0.0045627258789368,0.00423180200787187,0.00454991073092648,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +356.7009,-44.7392,-10884,-579.260864414319,0.00424299898558305,-581.718667674417,0.00423402284692792,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00424299898558305,0.00457335188109257,0.00422814376439986,0.00454114273323553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +356.9509,-44.7496,-10816.5,-575.668425205575,0.0042847174343592,-578.135001743463,0.00427556416940124,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0042847174343592,0.0046204890099942,0.00427772949214571,0.00459616634641121,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +357.2009,-44.7416,-10713,-570.160018418835,0.00429945502531638,-572.61139577526,0.00429023877568311,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00429945502531638,0.00460757051089601,0.00430235790786363,0.00461056963690589,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +357.4509,-44.7368,-10643.5,-566.461136566869,0.00431146993856396,-568.903416728542,0.00430220218093842,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00431146993856396,0.00464855968398522,0.00430564567176581,0.00460867614089833,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +357.7009,-44.7288,-10556.5,-561.830881586711,0.00437197047212108,-564.287189611334,0.00436244117366186,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00437197047212108,0.00467671362427648,0.00437689592371712,0.0046744326447342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +357.9509,-44.7416,-10501,-558.877098237299,0.00432670815090669,-561.295196333597,0.00431737486112456,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00432670815090669,0.00462806624330715,0.0043250713707497,0.00461776998159798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +358.2009,-44.7336,-10412,-554.140400613919,0.00438482414575982,-556.570208822672,0.00437523881414617,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00438482414575982,0.00471898540395216,0.00438374117280966,0.00469645999965845,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +358.451,-44.7232,-10336.5,-550.122190832287,0.0043852105903381,-552.534592489505,0.00437562357155658,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0043852105903381,0.00471511084730722,0.00439733565522619,0.00470430423454256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +358.701,-44.7288,-10233,-544.613784045546,0.00442271328008006,-547.022454660759,0.00441296182505569,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00442271328008006,0.00474567339901434,0.00442092901031931,0.00472792165063855,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +358.9509,-44.7312,-10172,-541.367283427274,0.00445819591861821,-543.780804840723,0.00444828760109296,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00445819591861821,0.0047957956629715,0.00445836529471822,0.00476092829381246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +359.201,-44.7264,-10079.5,-536.444311178255,0.00446803268969823,-538.841161896802,0.00445808066461107,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00446803268969823,0.00481082112030601,0.00445955115437153,0.00478732274913056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +359.451,-44.7264,-10024,-533.490527828844,0.00447705704888089,-535.878995356971,0.00446706484165877,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00447705704888089,0.00479971551953958,0.00447226468683475,0.00478665389668677,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +359.7007,-44.7152,-9932,-528.59416624063,0.00450831953696913,-530.97723764742,0.00449818750532288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00450831953696913,0.00483897825374516,0.00450639087737194,0.0048080795515954,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +359.9507,-44.7152,-9853,-524.38968183336,0.00452277168590846,-526.761376638738,0.00451257468828161,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00452277168590846,0.00485249642298666,0.00451445350540028,0.00483859823560163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +360.2007,-44.7048,-9754.5,-519.147381654674,0.00455290997158754,-521.511012945333,0.00454257682902377,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00455290997158754,0.00490503363882132,0.00455396857373742,0.00489534549008119,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +360.4507,-44.7104,-9705,-516.512926234929,0.00457487583272208,-518.87590873845,0.00456444289577227,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00457487583272208,0.00489748008674975,0.00456400688842067,0.00487452338969248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +360.7007,-44.7104,-9634.5,-512.760823061352,0.00459519491298414,-515.117058987061,0.0045846692375426,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00459519491298414,0.00491876264750152,0.00458507509379425,0.00491114651413394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +360.9507,-44.708,-9578.5,-509.780429051135,0.0046348274393216,-512.14317337173,0.00462411969956205,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0046348274393216,0.00497551359647001,0.00464025537826871,0.00495436042786877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +361.2,-44.7048,-9489.5,-505.043731427755,0.00462833429212581,-507.381242648945,0.00461765648725677,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00462833429212581,0.00492525971064571,0.00461651632045335,0.00492122434041183,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +361.45,-44.7104,-9419,-501.291628254178,0.0046356820088092,-503.615456836443,0.00462497032617862,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0046356820088092,0.00496796615568663,0.00464124968228663,0.00495733294785091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +361.7001,-44.7048,-9323.5,-496.208992040326,0.00468141508978251,-498.531952303349,0.00467049134528234,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00468141508978251,0.00499854474952493,0.00468004472865185,0.00498549556438239,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +361.9501,-44.6944,-9254.5,-492.536720849165,0.00468848746470397,-494.845973090773,0.004677530740978,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00468848746470397,0.00502808518830014,0.00469483379696395,0.00500836206652335,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +362.2001,-44.7,-9187,-488.944281640422,0.00469806162912744,-491.241372008778,0.00468706018112268,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00469806162912744,0.00502718377330782,0.00469892782494616,0.00501124122748586,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +362.4501,-44.6944,-9113,-485.005903841206,0.00475598176684228,-487.312583076686,0.0047447078172269,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00475598176684228,0.00508445418176341,0.00476213213444886,0.00507254683057318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +362.7001,-44.692,-9019.5,-480.029710270576,0.00473856277748268,-482.30436118775,0.00472737112984219,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00473856277748268,0.00506546335404285,0.00473215057769356,0.00504261671690299,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +362.9501,-44.6816,-8952,-476.437271061832,0.00475265307377128,-478.701612122603,0.00474139487493519,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00475265307377128,0.00508919043002836,0.0047663174957481,0.00507702734197181,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +363.2001,-44.6864,-8856.5,-471.35463484798,0.00479787982451915,-473.616137740711,0.00478640668231702,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00479787982451915,0.00512671373886299,0.00479898778722216,0.0051107232202799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +363.4501,-44.6816,-8809,-468.826622071457,0.00480923426885132,-471.081319128473,0.00479770684566993,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00480923426885132,0.00512984577400605,0.00480768774287336,0.00511842032272602,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +363.7001,-44.6816,-8726.5,-464.435863038548,0.00483493283329753,-466.681379241714,0.00482328208418063,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00483493283329753,0.00515201447153016,0.00484202828460222,0.00515074449781365,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +363.9501,-44.6784,-8656.5,-460.710370525777,0.0048493686461705,-462.94452495157,0.00483764833350914,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0048493686461705,0.00520072907666827,0.00485956762202649,0.00518117521660295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +364.2002,-44.6736,-8557.5,-455.441459686286,0.00489066336724976,-457.668870549101,0.00487874292328424,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00489066336724976,0.00522988755993839,0.0048878384650871,0.00521278289634159,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +364.4502,-44.6736,-8492,-451.955463120764,0.00491407536547552,-454.176406328378,0.00490204070716892,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00491407536547552,0.00523095703535293,0.00491690179584731,0.00523356193531513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +364.7002,-44.6784,-8409.5,-447.564704087855,0.00494426151758551,-449.777581030906,0.00493207879647924,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00494426151758551,0.00526482121044749,0.00494437965974804,0.00525834321970981,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +364.9502,-44.676,-8365,-445.196355276165,0.00493110527540768,-447.39166537226,0.00491898719647733,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00493110527540768,0.00526839631397652,0.00494863966843245,0.0052576522949601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +365.2002,-44.66,-8273.5,-440.326604348757,0.00495781518288059,-442.509662273224,0.00494556568765919,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00495781518288059,0.00531163367716968,0.00496066777114183,0.00528093870836138,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +365.4502,-44.6656,-8200.5,-436.441447871152,0.0050022765098785,-438.624648673775,0.00498980669243226,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0050022765098785,0.00532589589573535,0.00499926398100874,0.00531739341428979,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +365.7002,-44.6632,-8102,-431.199147692467,0.00501562597434532,-433.361881337749,0.00500308962334589,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00501562597434532,0.0053382330585545,0.00501530133759345,0.00531645790146575,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +365.9502,-44.6656,-8040,-427.899425752584,0.00504543226900044,-430.058363323163,0.00503274672707918,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00504543226900044,0.00537453410977233,0.00504223664588891,0.00535902313837268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +366.2002,-44.66,-7952.5,-423.24256011162,0.00504755068791537,-425.378898387066,0.00503485450909018,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00504755068791537,0.00537095136713339,0.00504288774374072,0.00535370857602758,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +366.4502,-44.6576,-7903.5,-420.63471535268,0.0050653824703469,-422.765391066247,0.00505259657933693,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0050653824703469,0.00538840673372272,0.00505205808018713,0.00536351542852593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +366.7002,-44.6472,-7827.5,-416.589894910243,0.00509469780473125,-418.712294533315,0.00508176374335951,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00509469780473125,0.00544485211828698,0.00510115647741209,0.00542780765491828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +366.9503,-44.6448,-7768,-413.423226274387,0.00510264055823675,-415.532776396492,0.00508966620482838,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00510264055823675,0.0054309107423458,0.00510495576115321,0.00541334826150267,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +367.2003,-44.6472,-7664.5,-407.914819487647,0.0051230474668118,-410.004586470298,0.00510996930681064,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0051230474668118,0.00544673897848279,0.00511913656749886,0.00543390853617208,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +367.4503,-44.6448,-7582.5,-403.550671115543,0.00515511358396612,-405.631020662029,0.00514187147615042,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00515511358396612,0.00548570607912727,0.00514604632853992,0.00545479195344096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +367.7003,-44.6552,-7497,-399.000248117801,0.00515874528471734,-401.05858876638,0.00514548454456282,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00515874528471734,0.00548549218404442,0.00516854769581797,0.00547810792972978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +367.9503,-44.6416,-7459,-396.977837896583,0.0052117804116513,-399.046799215992,0.00519824608903288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0052117804116513,0.0055487134592717,0.0052019278194492,0.00552215576765265,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +368.2003,-44.6392,-7385,-393.039460097367,0.0052199660104428,-395.091112719838,0.00520638921431536,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0052199660104428,0.00554243411076559,0.0052194684701096,0.00553302079911914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +368.4503,-44.6552,-7318,-389.473631549429,0.00523028144582966,-391.510688258162,0.00521665103044327,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00523028144582966,0.00556387709282954,0.00521965196623617,0.00554394752452054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +368.7003,-44.6368,-7214.5,-383.965224762689,0.00525883882187114,-385.984435992919,0.00524505941699508,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00525883882187114,0.00559195082246472,0.00527118995924561,0.00559018356391495,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +368.9504,-44.6368,-7145.5,-380.292953571529,0.00528772555408696,-382.303838340168,0.0052737946203767,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00528772555408696,0.00561758767597635,0.00528239286671989,0.00560679114705964,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +369.2004,-44.6336,-7081,-376.860178327618,0.00530436462802512,-378.85918212725,0.00529034603726515,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00530436462802512,0.00561885576825378,0.00529720914441319,0.00560284947724117,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +369.4504,-44.6336,-7044.5,-374.917600088816,0.00534779572890914,-376.922582829264,0.00533354704611907,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00534779572890914,0.00565494292438875,0.0053385568203006,0.0056568224829873,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +369.7004,-44.6184,-6947.5,-369.755131892547,0.00536592349275634,-371.739209641336,0.00535157821950226,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00536592349275634,0.00571503980358303,0.00535957208307868,0.00568188694647805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +369.9504,-44.6264,-6872,-365.736922110915,0.00537240961368712,-367.701810667344,0.00535802970135251,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00537240961368712,0.00570581175857662,0.00536218854470942,0.00568067775135843,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +370.2004,-44.6288,-6762,-359.882576733703,0.00540500270072064,-361.827743032891,0.0053904480951904,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00540500270072064,0.00574650529810474,0.00540596617807378,0.00572607207882621,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +370.4504,-44.6184,-6708,-357.008625366708,0.00539859562527174,-358.935970569797,0.00538407544352595,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00539859562527174,0.00573216668843809,0.00540053269928602,0.00571938194356359,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +370.7004,-44.6208,-6645.5,-353.68229276602,0.00542284941396556,-355.600258580076,0.00540819870793102,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00542284941396556,0.005760301530954,0.00541974523262273,0.00573541644044966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +370.9504,-44.6128,-6596.5,-351.07444800708,0.00544412143142588,-352.985739933501,0.0054293557688101,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00544412143142588,0.00580026935502224,0.00545472511686789,0.00577110935872798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +371.2004,-44.6104,-6507.5,-346.337750383699,0.00546367640536279,-348.230027778757,0.00544880467040437,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00546367640536279,0.00580729733631867,0.00545868641508504,0.0057777958340188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +371.4504,-44.6128,-6435,-342.4792045669,0.00548734613577393,-344.358506506663,0.00547234550272379,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00548734613577393,0.00581803028601594,0.00548359445456409,0.005792583470886,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +371.7005,-44.608,-6323.5,-336.545027207272,0.00550048086001481,-338.396186687959,0.00548540846020646,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00550048086001481,0.00585417855503165,0.00550955253448372,0.00583661094949796,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +371.9505,-44.6048,-6272.5,-333.83073980511,0.0055529846256537,-335.684496770818,0.00553762364647767,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0055529846256537,0.00591045587917368,0.00555623574768341,0.00588734264906295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +372.2005,-44.6104,-6208,-330.397964561199,0.00555942683242798,-332.23478787076,0.00554403025680694,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00555942683242798,0.00588712603691364,0.0055568880200877,0.00586362475063958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +372.4505,-44.6024,-6169,-328.32233301837,0.00556107800471634,-330.148159122976,0.00554567229892672,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00556107800471634,0.00592005824057525,0.00556577107146755,0.00588448660088707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +372.7005,-44.6,-6088,-324.011405967877,0.00557868758151577,-325.818964374619,0.0055631843357341,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00557868758151577,0.00592834667503905,0.0055798081765389,0.00589839712630829,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +372.9505,-44.6024,-6020.5,-320.418966759133,0.00561492993496305,-322.218096807319,0.00559922497661075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00561492993496305,0.00594522910837061,0.00561895368817468,0.00592915749472408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +373.2005,-44.5944,-5925.5,-315.362941206087,0.00563397111326774,-317.139686907037,0.00561815965773888,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00563397111326774,0.00597981899892506,0.005641621654002,0.0059662769649883,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +373.4505,-44.6,-5859.5,-311.85033397976,0.00564758450181576,-313.61153509283,0.00563169668691334,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00564758450181576,0.00597548762349564,0.005646420677361,0.00596691113239889,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +373.7003,-44.5944,-5794,-308.364337414238,0.00568875402363463,-310.118546279449,0.00567263416816493,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00568875402363463,0.0060198173794338,0.00568479225509093,0.00600037343713229,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +373.9505,-44.592,-5749.5,-305.995988602548,0.00566837346355354,-307.730488144297,0.00565236868691041,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00566837346355354,0.00600094113836493,0.00568155502641404,0.0059813567157957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +374.2005,-44.5864,-5650.5,-300.727077763057,0.00571818968280805,-302.446692236463,0.00570190289398658,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00571818968280805,0.00605346765944537,0.00571875748308137,0.00604296955808217,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +374.4505,-44.5864,-5594.5,-297.74668375284,0.00574066055674355,-299.455946396161,0.00572424575616728,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00574066055674355,0.00609151042776722,0.00574600354830769,0.0060528416220601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +374.7006,-44.5784,-5496,-292.504383574154,0.00577468524528249,-294.19350432216,0.00575807566317059,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00577468524528249,0.00610702546039006,0.00578605893092485,0.00610934223585877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +374.9506,-44.5816,-5445.5,-289.816706832798,0.00573568069138451,-291.479002922219,0.00571929430309067,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00573568069138451,0.00606804308152519,0.0057468640741379,0.00605361520652693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +375.2006,-44.5816,-5374.5,-286.037992998416,0.00577549765717984,-287.690004756843,0.00575888341025462,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00577549765717984,0.00612555030239408,0.00577301302890193,0.00609380007340776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +375.4506,-44.5816,-5307,-282.445553789672,0.00580269808578192,-284.084500063985,0.00578592727925397,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00580269808578192,0.00614822318118515,0.00581720907828716,0.0061352573805259,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +375.7006,-44.576,-5213.5,-277.469360219042,0.0058285371755292,-279.086600700149,0.00581161696759812,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0058285371755292,0.00618331725300644,0.00583089600876931,0.00615297214055117,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +375.9506,-44.5656,-5147.5,-273.956752992715,0.00587206488755778,-275.565444822673,0.00585489151053051,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00587206488755778,0.00620944300956493,0.00587735600156928,0.00619562217848124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +376.2006,-44.5736,-5067,-269.672436603028,0.00587127882415454,-271.255758669514,0.00585411003569107,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00587127882415454,0.0061961585970927,0.00587156332169679,0.00617453643978415,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +376.4506,-44.5656,-5027.5,-267.570194399393,0.00591889933557881,-269.153915445244,0.00590145146518011,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00591889933557881,0.00629073078019001,0.00591682447194843,0.0062788556298141,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +376.7007,-44.5656,-4937,-262.753664793595,0.00591596586991752,-264.30810650671,0.00589853525599018,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00591596586991752,0.00624553016569991,0.00591723810030627,0.0062254664661923,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +376.9507,-44.5632,-4893,-260.411926642711,0.00592137609401135,-261.953923599729,0.0059039136471563,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00592137609401135,0.00627510116091548,0.00593560204348726,0.00625295926619919,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +377.2007,-44.5656,-4797.5,-255.329290428858,0.00596009081447576,-256.85107618741,0.00594239973205336,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00596009081447576,0.00628674316471525,0.00595927621501519,0.00627106873505866,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +377.4507,-44.56,-4745,-252.53517104428,0.00596750352411101,-254.042175567449,0.00594976849587579,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00596750352411101,0.00630663540742813,0.00596783620690304,0.00628751360969056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +377.7007,-44.5576,-4657.5,-247.878305403316,0.00600681547710524,-249.367264644651,0.00598884648273473,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00600681547710524,0.00632460259439449,0.00599653792714911,0.00630934449648151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +377.9507,-44.5552,-4613,-245.509956591626,0.00605290338446396,-246.996004638799,0.00603465815217472,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00605290338446396,0.00639280456940994,0.0060458645968746,0.00636481598612667,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +378.2007,-44.5496,-4529.5,-241.065976237106,0.00604635578371399,-242.523546896784,0.00602814992379561,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00604635578371399,0.00639388932304501,0.00604566567994306,0.00637515476517433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +378.4507,-44.5416,-4475,-238.165414209305,0.00604796743326141,-239.605830878172,0.00602975188601853,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00604796743326141,0.00641938103346459,0.0060643676498929,0.00638598638764902,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +378.7007,-44.5344,-4374.5,-232.816671387398,0.00607798275930211,-234.231727102169,0.00605958632659119,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00607798275930211,0.00639806791627231,0.0060884537006781,0.00640567875600375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +378.9507,-44.5448,-4312.5,-229.516949447515,0.00613153607328384,-230.924240902483,0.00611281469420724,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00613153607328384,0.00648263286513223,0.0061327451170283,0.00645852226777977,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +379.2007,-44.5368,-4246.5,-226.004342221188,0.00613493063758957,-227.390863184509,0.00611618856577127,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00613493063758957,0.00646232047136357,0.00613034667802642,0.00644867832487725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +379.4508,-44.5448,-4192.5,-223.130390854193,0.00614750765204173,-224.502086639372,0.00612868881346312,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00614750765204173,0.00650576409052953,0.00615287667837999,0.00646936216044768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +379.7007,-44.5392,-4094,-217.888090675507,0.00610155587856852,-219.217547036038,0.00608301675992459,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00610155587856852,0.00639716650127986,0.00610529570781741,0.00638628330611745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +379.9508,-44.5344,-4030,-214.481926092402,0.00613655546138413,-215.798106327333,0.00611780348086185,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00613655546138413,0.00645501748210341,0.00613683266098247,0.00643635977660754,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +380.2008,-44.5344,-3944,-209.904892433855,0.00625719204099817,-211.218307656159,0.00623769709502982,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00625719204099817,0.00663132814332194,0.00625955098573916,0.0066107368013369,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +380.4508,-44.5312,-3904.5,-207.802650230219,0.00624201091705938,-209.09975664155,0.00622261025781089,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00624201091705938,0.00659932791109302,0.00623627442691458,0.00657580997446489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +380.7008,-44.5312,-3817.5,-203.172395250061,0.00625493046193302,-204.443224454134,0.00623544957657779,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00625493046193302,0.00657491331519805,0.00626471315380505,0.0065510670030016,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +380.9508,-44.5232,-3773.5,-200.830657099176,0.00624344251856464,-202.08453176274,0.00622403297766499,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00624344251856464,0.00660622602751765,0.00624456467164945,0.00658930231421175,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +381.2008,-44.5264,-3663,-194.949701061159,0.00627297039746692,-196.172614764911,0.00625337721427823,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00627297039746692,0.00656822145474622,0.00627367449427952,0.00656667187033509,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +381.4508,-44.5264,-3608.5,-192.049139033358,0.00630581379519306,-193.260165143629,0.0062860153380496,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00630581379519306,0.00663033505900825,0.00630571587308799,0.00661565455640418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +381.7009,-44.5152,-3531.5,-187.95109726931,0.00634303982574859,-189.143278564582,0.00632300741492674,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00634303982574859,0.00668080665947051,0.00632917400332597,0.00665453864847747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +381.9509,-44.5208,-3490.5,-185.769023083258,0.0063406508956292,-186.946919605851,0.00632063353955773,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0063406508956292,0.00666429090342392,0.00633658247143832,0.00664380281724085,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +382.2009,-44.5152,-3406.5,-181.298432067933,0.00640663191593075,-182.459944389128,0.00638619668391146,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00640663191593075,0.00675152954082069,0.00639278973450891,0.00672662460373787,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +382.4509,-44.5184,-3335.5,-177.51971823355,0.00639012019304668,-178.654090569698,0.00636978993755999,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00639012019304668,0.00674146883281263,0.0063837916606444,0.00670954030427881,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +382.7009,-44.508,-3243.5,-172.623356645337,0.00645448956380065,-173.737552299273,0.00643374854664859,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00645448956380065,0.00678343046461831,0.00645922581973229,0.00677916734392553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +382.9509,-44.508,-3189.5,-169.749405278342,0.00645434464708387,-170.845026443646,0.00643360455928646,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00645434464708387,0.00677670804772611,0.00645612904706642,0.00675963569363362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +383.2009,-44.508,-3135,-166.848843250541,0.00643395530417136,-167.922341250568,0.00641334576706866,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00643395530417136,0.00678667708641279,0.00644133965456699,0.00675754799023007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +383.4509,-44.5024,-3087.5,-164.320830474018,0.00651120469705819,-165.390757037225,0.0064900983726136,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00651120469705819,0.0068295859678714,0.00652135044325999,0.00681637313582296,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +383.7009,-44.4944,-2989,-159.078530295333,0.00651904776542806,-160.115570832782,0.00649789067316181,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00651904776542806,0.00685797290102074,0.00651258988899981,0.00683158750865449,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +383.9509,-44.5,-2931.5,-156.018304302699,0.00651794112868159,-157.035222425141,0.00649679120330351,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00651794112868159,0.0068291428994853,0.00651580831593298,0.00680705340210881,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +384.2009,-44.5,-2846,-151.467881304957,0.0065223588928362,-152.455809187565,0.00650118034956619,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0065223588928362,0.00682206144441819,0.0065166965784216,0.00680654055669654,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +384.4509,-44.508,-2803,-149.179364475683,0.00652513865894944,-150.152780513941,0.00650394209872181,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00652513865894944,0.00686116604904454,0.0065304114963191,0.00683818563619825,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +384.701,-44.508,-2720.5,-144.788605442774,0.00657212241510295,-145.740173882056,0.00655062017739237,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00657212241510295,0.00692046082167793,0.00656398955370766,0.00690910931703189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +384.9509,-44.4944,-2663.5,-141.754990110946,0.00655753413227826,-142.684553297019,0.0065361270395287,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00655753413227826,0.00691144667175425,0.00655967289251795,0.00689008686048303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +385.201,-44.4896,-2573,-136.938460505149,0.006610894223971,-137.843746182742,0.00658913809509033,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.006610894223971,0.0069481373175875,0.00661233304825277,0.00693558304545517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +385.4497,-44.492,-2510,-133.585517243655,0.00663132748104001,-134.471366555222,0.00660943695118368,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00663132748104001,0.00698482032431069,0.0066423313837188,0.00697718743052641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +385.6998,-44.4864,-2432,-129.434254157996,0.0066063491087623,-130.289342027596,0.00658462281962871,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0066063491087623,0.00694929846232342,0.00662065966906445,0.00692029760439901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +385.9498,-44.484,-2381,-126.719966755834,0.00670242889200183,-127.569298322212,0.00668006747706274,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00670242889200183,0.00704707907166478,0.00670329860320265,0.00700938595287837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +386.1998,-44.484,-2308.5,-122.861420939035,0.00672964688626675,-123.6882349179,0.00670710389373053,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00672964688626675,0.00708114950273214,0.00672751535574566,0.00706301526133673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +387.5001,-44.4656,-1971.5,-104.925835556122,0.00681685600987198,-105.641099868824,0.00679372630203783,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00681685600987198,0.00716090181222612,0.0068220881687676,0.00713981074283565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +388.5001,-44.4552,-1670.5,-88.9062177512054,0.00687350088047875,-89.5173147171983,0.00684998606454586,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00687350088047875,0.00723492478914132,0.00687535115926327,0.00722769811608312,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +389.5001,-44.4416,-1397.5,-74.3767969513975,0.00695141337713028,-74.8938208126735,0.00692736369170572,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00695141337713028,0.00731826748038472,0.0069529746610784,0.00728735391017187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +390.5001,-44.4416,-1154,-61.4174051391147,0.00700183561174619,-61.8474397135988,0.00697743658654764,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00700183561174619,0.00735065730722892,0.00701286520165558,0.00732496547002746,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +391.5002,-44.4344,-871.5,-46.3823817840021,0.00713004299195923,-46.7130901601915,0.00710474441752735,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00713004299195923,0.00746425087448702,0.00713148818822632,0.00745551829403445,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +392.5002,-44.4232,-595,-31.6666863585557,0.00720303710307107,-31.8947826753277,0.00717721913570103,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00720303710307107,0.00758235151670709,0.00721268771646047,0.00754615394799529,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +393.5003,-44.4128,-330.5,-17.5896467924414,0.00726950557051072,-17.7175148277824,0.00724321007482352,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00726950557051072,0.00759656026150194,0.00728115634286446,0.00760155081310381,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +394.5003,-44.416,-69,-3.67227119116024,0.00735114198764265,-3.69926657810359,0.00732425403441513,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00735114198764265,0.00771152886857896,0.00736903547207005,0.007690178007976,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +395.5004,-44.4,207,11.0168135734807,0.00746163000566502,11.0990169602074,0.00743392975185036,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00746163000566502,0.00780648300718135,0.00747239369331556,0.00778743943762939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +396.5004,-44.3896,468.5,24.9341891747619,0.00753145351466963,25.1219798614576,0.00750323372078568,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00753145351466963,0.00786606806599887,0.00752686534268446,0.00784453751601839,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +397.5004,-44.376,720,38.3193515599329,0.00761563695288455,38.6111778296833,0.0075867843843201,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00761563695288455,0.00796361950203684,0.00761810225559037,0.00793755323396307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +398.5005,-44.3632,978.5,52.077063196381,0.00769446286399342,52.4777682252114,0.00766501146327556,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00769446286399342,0.00804810805979577,0.00769370662301482,0.00802094420408693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +399.5005,-44.3496,1212,64.5042417925537,0.00778602388051836,65.0064733595453,0.00775586921872398,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00778602388051836,0.00813588143489989,0.00779253901284509,0.00811395423493256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +400.5005,-44.3552,1486.5,79.1134945747781,0.00783709604465199,79.7335146301887,0.00780654552188764,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00783709604465199,0.00819103580985641,0.0078481450620097,0.00816793200040735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +401.5006,-44.3416,1825,97.1289119401077,0.00796892634278514,97.9029250851133,0.00793734213312611,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00796892634278514,0.0083016501241737,0.00797559731100957,0.00828598946858506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +402.5006,-44.3312,2078.5,110.620516968501,0.00800322329909494,111.505837667261,0.00797136736142031,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00800322329909494,0.0083552002860082,0.00801801023900232,0.00833906161907276,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +403.5006,-44.3368,2326.5,123.819404728033,0.00813189177795244,124.826290727292,0.00809900610752417,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00813189177795244,0.00848453042008219,0.00812929586926894,0.00845235185401747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +404.5007,-44.3128,2555,135.980476716151,0.00821076160321795,137.096979993159,0.00817723668522222,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00821076160321795,0.00855473384194528,0.00820090963025312,0.00852255053911476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +405.5007,-44.316,2814.5,149.79140967421,0.00825291919356047,151.027626074141,0.00821905007442458,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00825291919356047,0.00862356222398945,0.00826694336940508,0.00859339793230154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +406.5008,-44.2944,3071.5,163.469289328242,0.00837482489230061,164.838316001635,0.0083399506216337,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00837482489230061,0.00872890555233445,0.00837883323299414,0.00871101737951164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +407.5008,-44.292,3308,176.056131889247,0.0084359094841404,177.541325481993,0.00840052605473443,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0084359094841404,0.00877076787570855,0.00843868087423391,0.0087600258595066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +408.5008,-44.2792,3567.5,189.867064847306,0.00852650438921994,191.485967209095,0.00849035906750387,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00852650438921994,0.00886969435156545,0.00853425602066375,0.00885700197614184,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +409.5009,-44.2656,3814.5,203.012731285228,0.00859281476569614,204.75718208024,0.00855610666693479,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00859281476569614,0.00893951581792331,0.00860177566563556,0.0089298100337512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +410.5009,-44.2576,4028,214.37548344918,0.00869372949757809,216.2392059132,0.0086561566397591,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00869372949757809,0.00904676892379457,0.00869350854486599,0.00901475491855108,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +411.5007,-44.2528,4281,227.840477816768,0.0087634212641129,229.837139904893,0.00872524536021715,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0087634212641129,0.00910948601775474,0.00877440278275588,0.00909549902268356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +412.5007,-44.2472,4518.5,240.480541699384,0.00886170114659855,242.611608391496,0.00882266671116253,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00886170114659855,0.00920000947249641,0.00887320725146582,0.00920281152524992,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +413.5,-44.2312,4756.5,253.147216242807,0.00897728320678737,255.419790496029,0.00893722695230313,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00897728320678737,0.00932979795317688,0.00897775761444405,0.0093053882062716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +414.5001,-44.2264,4987,265.414730874146,0.00904578929109383,267.815616604386,0.00900512120511555,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00904578929109383,0.00938793158107422,0.00903697625177726,0.00937327149659429,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +415.5001,-44.216,5212,277.389528236625,0.00907977884830738,279.90816380785,0.00903880548894158,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00907977884830738,0.00942666186930553,0.00907449380452319,0.00940343424532918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +416.5001,-44.1976,5450,290.056202780048,0.00919421914042436,292.723043071447,0.00915220960786064,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00919421914042436,0.00955904764742132,0.0091982033453708,0.00953035056121847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +417.5002,-44.1896,5678.5,302.217274768165,0.00926364742201941,305.016909046461,0.00922100299985804,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00926364742201941,0.00963620265947972,0.00926360585802034,0.00960091012557563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +418.5002,-44.1896,5917.5,314.937170633199,0.0093588972276992,317.884635246337,0.00931537409068235,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0093588972276992,0.00973344853111359,0.00935846761782101,0.00969382414893537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +419.5003,-44.168,6139.5,326.752304030845,0.00945006301681475,329.840133894826,0.00940569050097462,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00945006301681475,0.00979593645177079,0.00945060298688252,0.00978047593610659,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +420.5003,-44.1736,6356.5,338.301330820435,0.00951044498214889,341.51872701459,0.00946550540583557,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00951044498214889,0.00988256396035909,0.00952692927360974,0.00985278787744209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +421.5003,-44.1552,6583.5,350.382570826136,0.0096167611552937,353.752116322749,0.00957081444522648,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0096167611552937,0.0100074634105724,0.00962874682562731,0.00996409489035256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +422.5004,-44.1528,6823,363.129077351975,0.00973818379831098,366.66529504974,0.00969107328676106,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00973818379831098,0.0100892782797946,0.00973595985757636,0.0100657669112275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +423.5004,-44.1312,7038.5,374.59827215915,0.00980616291273824,378.271643842773,0.0097583945263897,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00980616291273824,0.0101587941817481,0.0098126943861767,0.0101412976712361,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +424.5005,-44.1208,7258.5,386.306962913574,0.00989895352564803,390.13099758609,0.00985027983402184,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00989895352564803,0.0102834644586581,0.00992401293008102,0.0102602976485896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +425.5005,-44.1184,7490.5,398.65430952733,0.00999069019879942,402.637141230234,0.00994111318573442,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.00999069019879942,0.0103571818711693,0.0100043317480586,0.0103481003408752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +426.5005,-44.1184,7693,409.431627153561,0.0100570005752755,413.54928126338,0.0100067654738491,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0100570005752755,0.0104509901432562,0.0100611022096306,0.0104142700394275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +427.5006,-44.108,7911.5,421.060485925568,0.0101839124878688,425.348529066334,0.0101324058486574,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0101839124878688,0.0105377704340465,0.0101738781080886,0.0105187803185474,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +428.5006,-44.1104,8107.5,431.491864961328,0.010248422383924,435.913975848679,0.010196263365649,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.010248422383924,0.0106032376076445,0.0102511726851119,0.0105872880622791,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +429.5007,-44.0896,8322.5,442.934449107697,0.0103567586082726,447.521814276394,0.0103034948282538,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0103567586082726,0.0107410471539348,0.0103606115492227,0.0107051101821343,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +430.5007,-44.0792,8530,453.977873341983,0.0104585077091303,458.725804430105,0.0104041958696994,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0104585077091303,0.0108269107515127,0.010463426452496,0.01081291183081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +431.5007,-44.0632,8727,464.462473699353,0.0104667196564156,469.323872202489,0.0104123227881763,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0104667196564156,0.010819500814711,0.0104786106760017,0.0108157523195325,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +432.5008,-44.0632,8929.5,475.239791325585,0.0106551553024149,480.303545108046,0.0105987891748698,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0106551553024149,0.0110315625112199,0.0106559166138998,0.0110012054517195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +433.5008,-44.0528,9131.5,485.99049829101,0.0107339812135237,491.207111169617,0.0106767809971514,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0107339812135237,0.0110989394623442,0.0107348217753357,0.0110792087707789,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +434.5009,-44.0392,9338.5,497.007311864491,0.0108248835176995,502.387358122869,0.0107667138760034,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0108248835176995,0.0111990118047169,0.0108306897896518,0.011181603192245,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +435.5009,-44.0344,9537.5,507.598354865083,0.0109218020613305,513.142243623576,0.0108625899265458,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0109218020613305,0.011276014034573,0.0109281711666463,0.0112706417665371,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +436.5009,-44.0208,9736.5,518.189397865676,0.0110232437630918,523.901525913799,0.0109629306376407,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0110232437630918,0.0113845657891621,0.0110355579414438,0.0113759801874559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +437.5007,-44.0208,9926,528.274838310964,0.0111253002630458,534.152054508585,0.0110638693153083,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0111253002630458,0.0115099999770827,0.0111263659376787,0.0114854026755295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +438.5,-44.0056,10093,537.162799020004,0.0112061023112021,543.182300303594,0.0111437791145592,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0112061023112021,0.0115903634153849,0.0112165421042982,0.0115765148572852,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +439.5,-44.008,10290.5,547.67401003818,0.011330379374399,553.879364345411,0.0112666713980644,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.011330379374399,0.0117127419592637,0.0113226500537211,0.0116766629318874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +440.5001,-43.9896,10494.5,558.531159646828,0.0114178124602028,564.908363680855,0.0113531211956331,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0114178124602028,0.0118054043648347,0.0114302565656017,0.011771946149185,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +441.5001,-43.984,10673.5,568.0577762152,0.0115120522402807,574.597287010487,0.0114462927699822,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0115120522402807,0.0118940944331513,0.0115155512484387,0.0118656303840193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +442.5002,-43.9688,10849.5,577.424728818739,0.0116118691182476,584.129709195422,0.0115449687601122,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0116118691182476,0.0120039448364581,0.0116158927968968,0.0119782540894876,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +443.5002,-43.9736,11030.5,587.057788030333,0.0117072506663974,593.930620710465,0.0116392510186919,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0117072506663974,0.0121018018369003,0.01171867112877,0.0120757779882906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +444.5003,-43.9576,11224.5,597.382724422871,0.0118183973967688,604.442830858065,0.0117491055496582,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0118183973967688,0.0121909502518232,0.0118219368055598,0.01218012173727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +445.5003,-43.9424,11400.5,606.74967702641,0.0119317837491272,613.989282962542,0.011861161230773,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0119317837491272,0.0123061480322033,0.0119374224524933,0.0122891887895942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +446.5003,-43.9368,11588,616.728674828476,0.0120188655216782,624.141053834602,0.0119472125113573,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0120188655216782,0.0124255473231412,0.0120339399292802,0.0123966234458846,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +447.5004,-43.916,11750.5,625.377139590266,0.0121343597535538,632.965690783703,0.0120613286074697,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0121343597535538,0.0125208834172489,0.0121498020429987,0.012505326999528,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +448.5004,-43.916,11939.5,635.435969374748,0.0122566167655467,643.224264530418,0.0121821125998503,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0122566167655467,0.0126431855700265,0.0122600052735075,0.0126239032305747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +449.5004,-43.908,12109,644.456983387816,0.0123159887052788,652.394108316258,0.012240763931582,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0123159887052788,0.0127323339849494,0.0123324657648516,0.012695940069809,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +450.5005,-43.9024,12278,653.451386740078,0.0124584901434674,661.592404401014,0.0123815217689733,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0124584901434674,0.0128528027513018,0.0124537256487271,0.0128268080597729,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +451.5005,-43.892,12449.5,662.578843396368,0.0125433762081882,670.889819096675,0.0124653597803657,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0125433762081882,0.0129517292271588,0.0125541933607591,0.01293033067976,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +452.5006,-43.8976,12627,672.025627982323,0.0126651940786151,680.536962986522,0.0125856613358313,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0126651940786151,0.0130580656398174,0.0126636003461266,0.0130395582449489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +453.5006,-43.8736,12789.5,680.674092744114,0.0127677775484483,689.364788143263,0.012686956684883,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0127677775484483,0.0131682216075284,0.0127751096668996,0.0131439985250394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +454.5006,-43.8632,12957.5,689.615274774765,0.0128862579429732,698.501835086927,0.0128039365763986,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0128862579429732,0.0132772317087237,0.0128968476414133,0.013271282263154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +455.5007,-43.8552,13116.5,698.077464910917,0.0129608241808912,707.12512419827,0.0128775514495148,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0129608241808912,0.0133674495990612,0.0129685777747537,0.0133475973948538,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +456.5007,-43.8368,13271,706.300159099819,0.013108770974499,715.558886124711,0.0130235946004752,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.013108770974499,0.0135266486536449,0.0131159250352652,0.0134967646982579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +457.5007,-43.8392,13452,715.933218311413,0.0132007711325902,725.384088872561,0.0131144002313451,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0132007711325902,0.013588907400999,0.0132163609388905,0.0135847619413689,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +458.5008,-43.8368,13608.5,724.262355143537,0.0133162653644655,733.906824858121,0.0132283832178389,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0133162653644655,0.013726182209582,0.0133281359853423,0.0137082425265857,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +459.5008,-43.8208,13766,732.644713297273,0.0134099342605076,742.469430738898,0.0133208169132501,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0134099342605076,0.0138309908002196,0.0134216242336378,0.0138050051005494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +460.5009,-43.808,13919,740.787575503758,0.0134921415616752,750.782386339585,0.0134019331173264,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0134921415616752,0.0139318270536028,0.0135112978605308,0.0138972554535899,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +461.5009,-43.8056,14062.5,748.42483515494,0.0136164186248722,758.615701019661,0.0135245482212173,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0136164186248722,0.0140519902555511,0.0136273018942147,0.0140277114259416,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +462.5009,-43.7976,14223.5,756.993467934313,0.0137327033115665,767.389034638249,0.0136392642171586,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0137327033115665,0.0141537432021468,0.0137464338969465,0.0141333263656533,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +463.4997,-43.7872,14367.5,764.6573382463,0.0138560581774746,775.252474810874,0.0137609406324193,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0138560581774746,0.0142917055306392,0.0138666856424419,0.014260738259417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +464.5,-43.7768,14511,772.294597897481,0.0139655800840517,783.080139952899,0.0138689599025731,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0139655800840517,0.0143672563295756,0.0139707273483623,0.0143551655644461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +465.5001,-43.7688,14662.5,780.35762812155,0.0140849826758652,791.348951794621,0.0139867110022191,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0140849826758652,0.0145198093583681,0.0140880813209664,0.0144865219277512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +466.5001,-43.7504,14805,787.94166645112,0.0141808911938942,799.115381490199,0.014081282941072,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0141808911938942,0.014610638377514,0.0141810432966988,0.0145781458566666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +467.5001,-43.7472,14948,795.552315441496,0.0142926966366148,806.922903344658,0.0141915189761919,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0142926966366148,0.0147175095278801,0.0143014924382089,0.0146995800620117,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +468.5002,-43.7392,15108,804.067726899259,0.0144068295296354,815.651793570978,0.0143040372586372,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0144068295296354,0.0148471452263583,0.0144245083396334,0.0148197944069842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +469.5002,-43.7288,15234,810.773613422247,0.0145317213910249,822.555549683694,0.0144271477998517,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0145317213910249,0.0149380506366052,0.0145437971794468,0.0149388665948248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +470.5002,-43.7264,15377.5,818.410873073428,0.0146359735988089,830.389113004709,0.0145299014639604,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0146359735988089,0.0150728809299547,0.0146461469513479,0.0150485802804824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +471.5003,-43.7104,15527,826.367460654275,0.0147510286891184,838.55723077414,0.0146432904728612,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0147510286891184,0.0151847938929898,0.0147555881148136,0.0151533422219605,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +472.5003,-43.7024,15663.5,833.632171054179,0.0148782480008081,846.035157236575,0.0147686525902856,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0148782480008081,0.0153061029614538,0.0148811807257187,0.0152689520867678,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +473.5004,-43.692,15801.5,840.9767134365,0.0149908878125041,853.583701000555,0.0148796349288259,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0149908878125041,0.0154474264983923,0.0149984087319213,0.0154147771953918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +474.5004,-43.6952,15949.5,848.85346903493,0.015096852672396,861.668484797403,0.0149840292935373,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.015096852672396,0.0155660618783197,0.0151120421437319,0.0155162039684375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +475.5004,-43.6768,16076,855.585966218724,0.0151881502039812,868.580734386072,0.0150739649740131,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0151881502039812,0.0156358833446773,0.0152089916042559,0.0156106973581263,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +476.5005,-43.6712,16222.5,863.382889834738,0.0153573514493868,876.642164309317,0.0152406209249971,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0153573514493868,0.0157872141158531,0.0153548521915788,0.0157658184302414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +477.5005,-43.6632,16359,870.647600234642,0.0154574757264499,884.105614381561,0.0153392259536825,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0154574757264499,0.0159251764443456,0.0154667262125467,0.0158874419503415,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +478.5005,-43.6552,16494,877.83247865213,0.0155944000667494,891.521749515818,0.0154740569170261,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0155944000667494,0.016049006419144,0.0156059157065755,0.0160170316247665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +479.5006,-43.632,16633.5,885.256853016867,0.0157039658874832,899.158896438305,0.0155819345411865,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0157039658874832,0.0161862048366262,0.0157128733760748,0.0161360079502384,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +480.5006,-43.6216,16740,890.92492376844,0.0158278477232705,905.026347794713,0.0157038935822519,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0158278477232705,0.0162643529329981,0.0158344998119915,0.0162553683068234,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +481.5007,-43.632,16882,898.482351437205,0.0159400923075572,912.804243055825,0.0158143831536142,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0159400923075572,0.016399794355156,0.0159458790583812,0.016374400494774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +482.5007,-43.6104,17010,905.294680603415,0.0160261640545063,919.803081672437,0.0158991008468644,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0160261640545063,0.01650215843056,0.0160340654262161,0.016464171502818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +483.5008,-43.5976,17122,911.255468623849,0.0161732764791386,925.99345526103,0.0160438823303695,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0161732764791386,0.0166299607426131,0.0161827157902554,0.016617259276385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +484.5008,-43.5952,17261.5,918.679842988586,0.0162511801929589,933.609474656633,0.0161205432006936,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0162511801929589,0.0167390472349095,0.0162680961665323,0.0167014262140482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +485.5008,-43.5792,17391.5,925.598614798018,0.0164175709323415,940.794695711342,0.0162842597331215,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0164175709323415,0.0168890029662664,0.0164270511633095,0.0168529440187446,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +486.5009,-43.5792,17498.5,931.293296210397,0.0165398279443343,946.696727095429,0.0164045347690939,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0165398279443343,0.0170084786483053,0.016553153750342,0.016993009381208,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +487.5009,-43.5608,17626.5,938.105625376607,0.0166594061927744,953.733908041483,0.0165221604759803,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0166594061927744,0.0171264265083231,0.0166730569094554,0.0171054170962791,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +488.5009,-43.5584,17745,944.412351987513,0.0167888212122942,960.267922115714,0.0166494467456283,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0167888212122942,0.0172643124457144,0.016789068320961,0.0172254169628644,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +489.5,-43.5528,17871.5,951.144849171307,0.0169111221384438,967.229775886995,0.0167697210532486,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0169111221384438,0.0173755378888402,0.0169110006945978,0.0173449317594713,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +490.5,-43.5368,17993.5,957.637850407851,0.0170277142242345,973.944234054906,0.0168843676530717,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0170277142242345,0.0175175489456881,0.017045495149868,0.0174890822698727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +491.5001,-43.5264,18108.5,963.758302393118,0.0171721917994704,980.308144810145,0.0170264162049874,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0171721917994704,0.017641913658194,0.017185506883871,0.0176217487328671,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +492.5001,-43.5216,18208.5,969.08043455422,0.0172926922451991,985.83844426981,0.0171448753111774,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0172926922451991,0.0177907235230352,0.0172999402276198,0.0177458088193647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +493.5001,-43.5216,18332,975.65326777318,0.0174206141833943,992.649746927824,0.0172706148322782,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0174206141833943,0.0178998864064327,0.0174253910537054,0.0178783950535768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +494.5002,-43.516,18458.5,982.385764956974,0.0175481848083366,999.624851913518,0.0173959932903386,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0175481848083366,0.018023334425726,0.0175548603907841,0.0180042919569039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +495.5002,-43.508,18573.5,988.506216942241,0.0176807616471322,1005.98375975071,0.0175262752806907,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0176807616471322,0.0181754291079122,0.0176863161840961,0.0181356735305802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +496.5002,-43.4848,18665.5,993.402578530455,0.0178065317916536,1011.09163312697,0.0176498527111044,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0178065317916536,0.0182952867454564,0.0178191574845827,0.0182704196743397,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +497.5003,-43.4896,18793.5,1000.21490769667,0.0179274274647919,1018.14618790361,0.0177686262598096,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0179274274647919,0.0184320268163319,0.0179370184370519,0.0183964081294475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +498.5003,-43.4688,18904,1006.09586373468,0.0180540319782889,1024.25995063177,0.0178929933193161,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0180540319782889,0.01856601680757,0.0180636455262821,0.0185310252259706,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +499.5004,-43.4584,18997.5,1011.07205730531,0.0182001343773192,1029.47370461342,0.0180364944614574,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0182001343773192,0.0187084098199232,0.0182106495016993,0.0186749978855425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +500.5004,-43.4584,19104.5,1016.76673871769,0.0183525165007444,1035.42696706741,0.0181861415856246,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0183525165007444,0.0188762410689254,0.0183590396867453,0.0188199743129326,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +501.5004,-43.4368,19210,1022.38158814765,0.0184483811046166,1041.24287332014,0.0182802741088925,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0184483811046166,0.0189439235844537,0.0184577076455454,0.0189138443649097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +502.5005,-43.4344,19320,1028.23593352487,0.0186704549945766,1047.43356624555,0.0184983015375378,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0186704549945766,0.019220382979146,0.0186872455529644,0.0191860958600614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +503.5005,-43.4288,19413.5,1033.2121270955,0.0187511253002631,1052.58601715242,0.0185774901615406,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0187511253002631,0.0192817250332874,0.0187616416248632,0.0192430935472044,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +504.5006,-43.408,19519,1038.82697652546,0.0188937145667649,1058.45427690419,0.0187174451369562,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0188937145667649,0.0193985270267895,0.0189028060520588,0.0193793547540985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +505.5006,-43.4056,19611,1043.72333811367,0.0190153567805654,1063.5701097681,0.018836824569194,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0190153567805654,0.0195606289432132,0.0190224180786044,0.0195182729600508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +506.5006,-43.3952,19708,1048.88580630994,0.0191330467202712,1068.9541874463,0.0189523116844939,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0191330467202712,0.0196552775174113,0.0191498322173418,0.0196353662465644,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +507.5007,-43.3872,19797,1053.62250393332,0.0193123921358528,1073.97047489244,0.019128274614505,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0193123921358528,0.0198520609937107,0.0193348190361624,0.019839657119618,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +508.5007,-43.3816,19895.5,1058.86480411201,0.0194430367517576,1079.4523514135,0.0192564357604986,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0194430367517576,0.0199704672003348,0.0194558209788546,0.0199546224190508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +509.5008,-43.3664,19976,1063.14912050169,0.0195253318812385,1083.90745991873,0.0193371580814445,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0195253318812385,0.0200494555988183,0.0195434623886133,0.0200248050396512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +510.5008,-43.3552,20064.5,1067.85920746427,0.0197017350483275,1088.89788663865,0.0195101679148169,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0197017350483275,0.0202289746862807,0.0197167786223892,0.0202139236494151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +511.5008,-43.3504,20134,1071.55808931623,0.0198440169157332,1092.82210616681,0.0196496910096036,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0198440169157332,0.0204093340758548,0.0198620518130706,0.0203673813576796,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +512.5009,-43.3448,20221,1076.18834429639,0.0199836200195857,1097.69448323832,0.019786568362908,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0199836200195857,0.0205613523669399,0.0200022426715057,0.0205194031577269,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +513.5009,-43.3504,20296.5,1080.20655407803,0.02006095284937,1101.87652682697,0.0198623832062206,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.02006095284937,0.0206463756624062,0.0200781719904516,0.0206116662325053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +514.5009,-43.3264,20372,1084.22476385966,0.0203304101143086,1106.26749796502,0.0201265063263202,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0203304101143086,0.0208740975346299,0.0203368577470453,0.020852414543669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +515.5,-43.3136,20431.5,1087.39143249551,0.0204554337181677,1109.63449586863,0.0202490312883521,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0204554337181677,0.0210442969077646,0.0204864165139106,0.0210073053543253,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +516.5,-43.3056,20502,1091.14353566909,0.0206042587949076,1113.62573946041,0.0203948624735443,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0206042587949076,0.0211622447677824,0.0206224322887888,0.0211409524870023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +517.5001,-43.2896,20568,1094.65614289542,0.0207491315975531,1117.36930725843,0.0205368004677894,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0207491315975531,0.0213169367474043,0.0207662981697001,0.0212941163387638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +518.5001,-43.2872,20625.5,1097.71636888805,0.0209308483775915,1120.69250376685,0.020714807581833,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0209308483775915,0.021510893752965,0.0209453778410564,0.0214789228948435,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +519.5001,-43.2792,20687.5,1101.01609082793,0.0210926281305305,1124.23941379749,0.0208732580160605,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0210926281305305,0.0216840723790404,0.0210978047369145,0.021648552413132,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +520.5002,-43.2768,20730.5,1103.30460765721,0.0212389501003439,1126.73763916472,0.0210165471583557,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0212389501003439,0.0218186734990867,0.0212557673691282,0.0218006287620227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +521.5002,-43.2584,20786.5,1106.28500166742,0.0214145188984573,1129.97556274271,0.0211884498341747,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0214145188984573,0.0220277559426547,0.0214206809545397,0.0219885911103949,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +522.5002,-43.248,20826,1108.38724387106,0.0216060724495755,1132.33513896432,0.0213759697764509,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0216060724495755,0.0222123168427863,0.0216075702558757,0.0221751999087014,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +523.5003,-43.2528,20867,1110.56931805711,0.0217436994163809,1134.71720349,0.0215106769801891,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0217436994163809,0.0223756410168265,0.0217502633880211,0.022340594048675,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +524.5003,-43.2344,20901.5,1112.40545365269,0.0219149646271469,1136.78377982053,0.0216782834539904,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0219149646271469,0.0225417916616057,0.0219319529390833,0.0225068364882849,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +525.5004,-43.2296,20944,1114.66735982116,0.0221167940909111,1139.32022829818,0.021875765184457,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0221167940909111,0.0227724163956692,0.0221331828400173,0.0227272908037764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +526.5004,-43.2216,20969,1115.99789286143,0.0222701862399382,1140.85137377883,0.0220258269396831,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0222701862399382,0.0229103787241616,0.0222885842426796,0.0228797401901745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +527.5005,-43.2056,21000,1117.64775383138,0.0224708739356307,1142.76227561217,0.0222221233805828,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0224708739356307,0.023107467764865,0.0224849545032035,0.0230806424839776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +528.5005,-43.208,21043,1119.93627066065,0.022659397409943,1145.31335169136,0.0224064866727287,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.022659397409943,0.0233269393981755,0.022684475411204,0.0232900702354322,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +529.5005,-43.1872,21069,1121.32002502254,0.0228451103782326,1146.9367047635,0.0225880682513493,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0228451103782326,0.0235072223966486,0.022868910792266,0.0234785421710287,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +530.5006,-43.1848,21093.5,1122.62394740201,0.0230248510212238,1148.4721965438,0.0227637789727979,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0230248510212238,0.0236901026925571,0.0230507161487375,0.0236629802002834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +531.5006,-43.1792,21117,1123.87464845987,0.0232001124202409,1149.9486666504,0.0229350811537184,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0232001124202409,0.0238783303655391,0.0232178326022883,0.0238304369893704,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +532.5006,-43.1664,21146.5,1125.44467744739,0.0234263581550784,1151.809747545,0.0231561725341063,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0234263581550784,0.0241045244157417,0.0234270928195857,0.0240690646782501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +533.5007,-43.1632,21151.5,1125.71078405545,0.0236097436730679,1152.28852711701,0.0233353442822903,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0236097436730679,0.0242755640909878,0.023620180176265,0.0242465802525871,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +534.5007,-43.1448,21161.5,1126.24299727156,0.0237932609335272,1153.0399907802,0.0235146126144533,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0237932609335272,0.0244411036069585,0.023811817524156,0.0243988031895044,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +535.5008,-43.1368,21183,1127.38725568619,0.0240116899484886,1154.4577289216,0.0237279425174753,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0240116899484886,0.0247169518728423,0.0240273313459169,0.0246743502799496,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +536.5008,-43.1296,21209,1128.77101004808,0.024227352371584,1156.11814305534,0.0239385257740546,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.024227352371584,0.0249105269228976,0.0242329832363186,0.0248825565752186,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +537.5008,-43.1136,21212.5,1128.95728467372,0.0244312897148654,1156.53916717129,0.0241376193075164,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0244312897148654,0.0251439781276999,0.0244427072065086,0.0251038914490023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +538.5009,-43.108,21227.5,1129.75560449788,0.0246228432659836,1157.5733996763,0.024324587088009,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0246228432659836,0.0253396921285844,0.0246324414183849,0.0252981192618832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +539.5009,-43.1032,21245,1130.68697762608,0.0248146603020416,1158.74459088381,0.0245117770230855,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0248146603020416,0.0255426632840687,0.0248252559835146,0.0254969493791838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +540.5009,-43.0896,21268,1131.91106802313,0.0249787235911241,1160.18476172101,0.0246718549028581,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0249787235911241,0.0257046888093912,0.0250003561003457,0.0256722943691272,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +541.5,-43.0792,21281,1132.60294520407,0.0251827048485621,1161.12495088376,0.0248708453387149,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0251827048485621,0.0258986458149516,0.0251919809246337,0.0258704011069543,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +542.5,-43.0688,21291.5,1133.16176908099,0.0253979281300913,1161.94173025188,0.0250807598174321,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0253979281300913,0.0261041378767704,0.0253911856860738,0.026068662110383,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +543.5001,-43.0608,21301,1133.66737163629,0.0255751656661558,1162.6611024762,0.0252535924470183,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0255751656661558,0.0262880876480936,0.0255803672651444,0.0262563506592798,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +544.5001,-43.0504,21314,1134.35924881724,0.0258239393633326,1163.65287327493,0.025496132962695,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0258239393633326,0.0265751654058315,0.025823444197579,0.0265213119293844,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +545.5001,-43.048,21334,1135.42367524946,0.0259940628060266,1164.93794957534,0.0256619599930691,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0259940628060266,0.0267178639825888,0.0259953324063964,0.026696645231172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +546.5002,-43.0448,21339,1135.68978185751,0.0261994932306329,1165.44427860938,0.0258621656946104,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0261994932306329,0.026963919719064,0.0262001200618597,0.0269042866168891,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +547.5002,-43.0216,21350.5,1136.30182705604,0.0263761598826613,1166.27310572143,0.0260343071230607,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0263761598826613,0.0271175422232714,0.026374785770568,0.0270733494969671,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +548.5003,-43.0264,21352,1136.38165903845,0.0265434728193328,1166.54517471753,0.0261973071103732,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0265434728193328,0.0273093602780024,0.0265668841839011,0.0272801915295724,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +549.5003,-43.0136,21370.5,1137.36625348826,0.0267809605782616,1167.82601428597,0.0264286273597454,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0267809605782616,0.0275469366022612,0.0267939923392997,0.0275095889886897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +550.5003,-42.9952,21400,1138.93628247578,0.0269555632649298,1169.63695149278,0.0265986615243637,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0269555632649298,0.0277090385186848,0.026970037082116,0.0276907625084328,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +551.5004,-42.9896,21383.5,1138.0581306692,0.0271972667828928,1169.01020126345,0.0268339931078203,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0271972667828928,0.0279782407587775,0.0271980517198917,0.027920474494738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +552.5004,-42.9848,21395,1138.67017586773,0.0273433252677666,1169.80520485919,0.0269761742705434,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0273433252677666,0.0281389676353822,0.0273527207131829,0.0280847004812878,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +553.5005,-42.9712,21411.5,1139.54832767431,0.0275704053715797,1170.9661370088,0.0271971860836932,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0275704053715797,0.0283498070742742,0.0275751421624454,0.0283139141705941,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +554.5005,-42.9632,21426,1140.32003683767,0.0277430758353571,1171.95602209623,0.0273652095660111,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0277430758353571,0.0285464377683713,0.0277528474723487,0.0285058029045833,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +555.5005,-42.9528,21432.5,1140.66597542814,0.0279410847674966,1172.53742013898,0.0275578548532071,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0279410847674966,0.0287552910386363,0.0279498512844334,0.0287053342185465,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +556.5006,-42.948,21449,1141.54412723472,0.0281431338020438,1173.67075634842,0.0277543925566462,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0281431338020438,0.0289781238803929,0.0281525820358267,0.0289225641408234,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +557.5006,-42.94,21447.5,1141.46429525231,0.0283591914525487,1173.83529973762,0.0279645140319751,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0283591914525487,0.0291859840663441,0.0283588121778531,0.0291357319942037,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +558.5007,-42.932,21463.5,1142.31583639808,0.0285502619479442,1174.92925275453,0.0281502980932319,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0285502619479442,0.029369475491061,0.0285616921867451,0.0293375130480096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +559.5007,-42.9216,21467,1142.50211102372,0.0287483147942401,1175.34712136451,0.028342834897706,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0287483147942401,0.0295773356770122,0.0287594183662526,0.0295419206422827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +560.5007,-42.9136,21490,1143.72620142078,0.0289269575833162,1176.81072073621,0.028516470448391,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0289269575833162,0.029801772731891,0.0289407415933026,0.0297386722039841,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +561.5008,-42.8928,21495,1143.99230802883,0.0291267230817198,1177.3130551924,0.0287106009522819,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0291267230817198,0.0300069592293053,0.0291433832188262,0.0299533688814613,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +562.5008,-42.8896,21514.5,1145.03012380025,0.0293537153572198,1178.64101212972,0.028931144487388,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0293537153572198,0.0302331532795082,0.029357523303228,0.0301814062266125,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +563.5009,-42.8928,21508,1144.68418520977,0.0295533930273102,1178.51348682742,0.0291251092077032,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0295533930273102,0.0304575903343868,0.0295727832494512,0.0304067344783569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +564.5009,-42.8688,21526.5,1145.66877965958,0.0297473618570419,1179.74940341643,0.0293134924051019,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0297473618570419,0.0306303106138558,0.0297634649748956,0.0305999402557127,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +565.5009,-42.8608,21521,1145.37606239072,0.0299733880210964,1179.70686353883,0.0295329650350447,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0299733880210964,0.0308625395610413,0.0299776682006505,0.0308250870114303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +566.5,-42.8504,21523,1145.48250503394,0.0301427649231282,1180.01051490673,0.0296973993580041,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0301427649231282,0.03105198949164,0.0301485006809453,0.031014197137251,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +567.5,-42.8504,21539.5,1146.36065684052,0.0303639166157995,1181.16865623646,0.0299120569424727,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0303639166157995,0.0312922395044355,0.0303683621845497,0.0312411539994709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +568.5,-42.8296,21557.5,1147.31864062952,0.0305462042798738,1182.3648702003,0.0300889571019718,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0305462042798738,0.0314936064467976,0.0305596377408638,0.0314324031024411,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +569.5001,-42.832,21561,1147.50491525516,0.0307477702586984,1182.78813276015,0.0302845293803142,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0307477702586984,0.0316922233095221,0.0307588724731434,0.0316521992747269,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +570.5001,-42.824,21571,1148.03712847127,0.0309515758595099,1183.57068674268,0.0304822358032793,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0309515758595099,0.0319129172004493,0.0309546755257556,0.0318616237584048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +571.5002,-42.8136,21567.5,1147.85085384563,0.0311350492058125,1183.58924666105,0.0306601850170093,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0311350492058125,0.0321012976556335,0.0311520416073897,0.0320569672991782,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +572.5002,-42.7928,21585.5,1148.80883763463,0.0313309063442782,1184.80205973404,0.0308501102262254,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0313309063442782,0.0323136649165464,0.0313360516514947,0.0322651993742693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +573.5002,-42.7872,21587.5,1148.91528027785,0.0315510919255041,1185.16481190051,0.0310635839801744,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0315510919255041,0.0325377964070209,0.0315617947146618,0.0324913265163069,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +574.5003,-42.7848,21597.5,1149.44749349396,0.0318057062055095,1186.00648277069,0.0313103801537962,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0318057062055095,0.0327982900615941,0.0318018938020991,0.0327504065720669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +575.5003,-42.7712,21607,1149.95309604926,0.0319768396738058,1186.72496183402,0.0314762246309968,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0319768396738058,0.0329932401514681,0.0319816851132572,0.0329377803659533,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +576.5004,-42.7712,21621.5,1150.72480521262,0.0321596103936026,1187.73166661851,0.0316533163346664,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0321596103936026,0.0331707730703034,0.0321635650049009,0.0331358531917963,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +577.5004,-42.7608,21620.5,1150.67158389101,0.0323772489537452,1187.92716422665,0.031864151573537,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0323772489537452,0.0334164468512734,0.0323969879431142,0.0333667798380864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +578.5004,-42.7504,21617,1150.48530926537,0.0325776292503415,1187.96539312858,0.032058228741363,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0325776292503415,0.0336360712667859,0.0325969743543611,0.0335884169081174,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +579.5005,-42.7344,21631.5,1151.25701842873,0.0327625956779687,1188.97518664493,0.0322373434711196,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0327625956779687,0.0338366742981375,0.0327810320478892,0.033782674943492,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +580.5005,-42.7344,21641.5,1151.78923164484,0.0329924862878046,1189.78962207632,0.0324599164303169,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0329924862878046,0.0340610349619152,0.0330008551433646,0.0340195058169049,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +581.5005,-42.716,21643.5,1151.89567428807,0.0331887825678364,1190.12568936285,0.032649925200197,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0331887825678364,0.0342701174054831,0.0331969753239997,0.0342289104725889,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +582.5006,-42.7192,21659.5,1152.74721543384,0.0333842883930493,1191.23086091817,0.0328391329553385,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0333842883930493,0.0344847763994276,0.0334043024110112,0.03444393928649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +583.5006,-42.6976,21661.5,1152.85365807706,0.0336138716037889,1191.60553291762,0.0330612746254443,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0336138716037889,0.0346898865057411,0.0336126989950934,0.0346523672901293,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +584.5007,-42.6976,21668,1153.19959666754,0.0338240447573084,1192.20547143933,0.0332645921254092,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0338240447573084,0.0349283795232126,0.0338318862145061,0.0348852442865582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +585.5007,-42.6896,21681,1153.89147384848,0.0340317148039013,1193.16037940114,0.0334654475732139,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0340317148039013,0.0351843661028238,0.034048972368975,0.0351218777777877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +586.5007,-42.6712,21685.5,1154.13096979573,0.0342575213971729,1193.66863618865,0.0336837986531466,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0342575213971729,0.0354007057009915,0.0342694943975674,0.035344013674642,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +587.5008,-42.664,21684,1154.05113781331,0.0345010253955568,1193.86708542678,0.0339192094021544,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0345010253955568,0.0356609701822615,0.034507820647966,0.0356107646710498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +588.5008,-42.6584,21692.5,1154.50351904701,0.034684762226799,1194.54719909516,0.034096802765519,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.034684762226799,0.0358563022276408,0.0346939652723722,0.0358007320806541,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +589.5009,-42.6608,21705.5,1155.19539622795,0.0349057821770004,1195.51839510056,0.0343103908606515,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0349057821770004,0.0360734057368189,0.0349199535316755,0.0360317699885302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +590.5009,-42.6424,21698.5,1154.82284697667,0.0351019906287191,1195.35942772908,0.0344999635326809,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0351019906287191,0.036294023236645,0.0351148820214213,0.036245840856939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +591.5009,-42.6272,21707.5,1155.30183887117,0.0353205513861504,1196.10773683753,0.0347110902508342,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0353205513861504,0.0365055501954466,0.0353393504733793,0.036465039966715,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +592.5,-42.632,21717,1155.80744142648,0.0355919847881361,1196.94492229975,0.0349732291860125,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0355919847881361,0.0368298304193947,0.0356023360655117,0.0367592825971734,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +593.5,-42.616,21725.5,1156.25982266017,0.0357742285380538,1197.62412580538,0.0351491939663739,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0357742285380538,0.0369683274855945,0.0357858523728893,0.0369236814009356,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +594.5001,-42.6056,21730.5,1156.52592926822,0.0359454498346631,1198.09777404122,0.0353144878512433,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0359454498346631,0.0371690832991483,0.0359624969491857,0.0371188910380666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +595.5001,-42.5904,21733.5,1156.68559323306,0.0361767896116671,1198.5307645863,0.0355377756221683,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0361767896116671,0.0374235420567387,0.0361832188994002,0.0373747272088541,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +596.5001,-42.5848,21745,1157.29763843158,0.0364187566145698,1199.44497945624,0.035771267394784,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0364187566145698,0.0376578335636523,0.036427185456057,0.0376083647291669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +597.5002,-42.5768,21740,1157.03153182353,0.0366223426445984,1199.40473703258,0.0359676803175726,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0366223426445984,0.0379054171221486,0.0366359471174927,0.037842201887512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +598.5002,-42.5688,21745,1157.29763843158,0.0368347554201048,1199.92641389147,0.0361725678712603,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0368347554201048,0.0380791304859314,0.0368428252215265,0.0380548339074283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +599.5002,-42.548,21756.5,1157.90968363011,0.0370279337950175,1200.78468673618,0.0363588660061137,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0370279337950175,0.0383202971919394,0.0370485298043025,0.0382765414494157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +600.5003,-42.5536,21770,1158.62817147186,0.0372844363837571,1201.82696982353,0.0366061793748566,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0372844363837571,0.038559019382714,0.0372958724499808,0.0385217745492394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +601.5003,-42.5344,21769.5,1158.60156081105,0.0374680853866862,1202.01214302067,0.0367832115765113,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0374680853866862,0.0387671087419684,0.0374782424543574,0.0387220064853448,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +602.5004,-42.5376,21776.5,1158.97411006233,0.0376934528383915,1202.65984602088,0.0370004163082297,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0376934528383915,0.0390130880873424,0.0377094098520661,0.0389690830869651,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +603.5004,-42.5216,21784.5,1159.39988063522,0.0378637958518688,1203.29916102627,0.037164558264774,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0378637958518688,0.0391929127392091,0.0378910743864257,0.0391512260962955,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +604.5004,-42.5192,21786.5,1159.50632327844,0.0381308817523505,1203.71932178247,0.0374218671151641,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0381308817523505,0.0394665456631625,0.0381330369158035,0.039417966954381,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +605.5005,-42.5088,21789.5,1159.66598724327,0.0383191856558798,1204.10344350725,0.0376032381069362,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0383191856558798,0.0396799060083892,0.0383369559457204,0.0396229883802864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +606.5005,-42.4928,21789.5,1159.66598724327,0.0385365168169264,1204.35547506269,0.0378125267557154,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0385365168169264,0.0399106071335537,0.0385482339154967,0.0398518274730646,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +607.5005,-42.4824,21809,1160.70380301469,0.038766100027666,1205.69976274485,0.0380335664923553,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.038766100027666,0.0401410790854152,0.03879073875221,0.0401041992743821,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +608.5006,-42.4688,21815.5,1161.04974160516,0.0389732431043796,1206.29961544102,0.0382329592391737,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0389732431043796,0.0403671203534157,0.0389942848225808,0.0403046027974834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +609.5006,-42.4584,21807.5,1160.62397103227,0.0391977322729529,1206.11779871836,0.0384490041864915,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0391977322729529,0.0405841474714927,0.0392196866104064,0.0405359441452542,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +610.5007,-42.4504,21812.5,1160.89007764033,0.0394044801222571,1206.63434762883,0.0386479338794872,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0394044801222571,0.0408235571821766,0.0394257200330788,0.0407700005350318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +611.5007,-42.456,21809.5,1160.7304136755,0.0396380156070911,1206.73946392839,0.0388725906494146,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0396380156070911,0.0410471539349438,0.0396558637113769,0.041004515175712,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +612.5007,-42.4456,21825.5,1161.58195482127,0.039854863712415,1207.87664532147,0.0390811492920208,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.039854863712415,0.0412795356643314,0.0398728876236918,0.041230196725559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +613.5008,-42.44,21832,1161.92789341174,0.0400945032650175,1208.51481512785,0.0393115775490423,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0400945032650175,0.0415290290003537,0.0401062252679393,0.041477947570651,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +614.5008,-42.4216,21835.5,1162.11416803738,0.0403298831444294,1208.98209663481,0.0395378581886598,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0403298831444294,0.0417528549264239,0.0403381004852029,0.041718264781962,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +615.5009,-42.4168,21842,1162.46010662785,0.0405292095012669,1209.57369582624,0.0397294390200112,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0405292095012669,0.0419879103443482,0.0405395715748165,0.0419262371652154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +616.5009,-42.4112,21842,1162.46010662785,0.0407661702903165,1209.84915329034,0.0399571441236446,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0407661702903165,0.0422401537600081,0.0407867971207076,0.0421833555468206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +617.5009,-42.4032,21850.5,1162.91248786155,0.0410105964859893,1210.60422264976,0.0401919687222248,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0410105964859893,0.0424987376370552,0.0410196389864844,0.042437588967911,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +618.5,-42.3848,21863,1163.57775438168,0.041220067013003,1211.54050739213,0.040393166919324,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.041220067013003,0.0427188967902751,0.0412468977500108,0.0426732205565268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +619.5,-42.3824,21863.5,1163.60436504249,0.0414633953547606,1211.85135286677,0.0406268350184484,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0414633953547606,0.0429876406837614,0.0414826791853583,0.0429344353412674,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +620.5001,-42.3608,21863,1163.57775438168,0.0416778720956275,1212.07319920212,0.0408327516741991,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0416778720956275,0.0431798406939978,0.0416963778932182,0.0431448964162397,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +621.5001,-42.3664,21860,1163.41809041685,0.0419084653319692,1212.17515712567,0.0410540943017073,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0419084653319692,0.043421160182208,0.0419276092233924,0.0433853660934104,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +622.5001,-42.348,21866.5,1163.76402900732,0.0421345793243367,1212.79873680234,0.0412710898132294,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0421345793243367,0.0436650005767528,0.0421570356126914,0.0436212099745888,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +623.5002,-42.34,21873.5,1164.1365782586,0.0423494512926133,1213.43712357751,0.0414772530324066,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0423494512926133,0.0438974586972414,0.0423722159751576,0.0438467980842571,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +624.5002,-42.3296,21878,1164.37607420585,0.0425543986614965,1213.92539785951,0.0416738542997004,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0425543986614965,0.0441109718246701,0.0425843219456637,0.0440577512261709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +625.5002,-42.332,21886.5,1164.82845543954,0.042840148078536,1214.72987895666,0.0419479026031974,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.042840148078536,0.0444270018097051,0.0428623484650716,0.0443770208571212,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +626.5003,-42.3192,21884.5,1164.72201279632,0.043083871647703,1214.90274650089,0.0421815866376792,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.043083871647703,0.0446580084992738,0.0431000123570915,0.0446048613679489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +627.5003,-42.3112,21893,1165.17439403002,0.0432601430723222,1215.58000501997,0.0423505630133823,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0432601430723222,0.0448298884766315,0.0432784232613469,0.0447913903586513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +628.5004,-42.2984,21897.5,1165.41388997726,0.043503778813176,1216.11379807263,0.0425840688157451,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.043503778813176,0.0450959586815811,0.0435229354955227,0.0450533338880989,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +629.5004,-42.2984,21894.5,1165.25422601243,0.0437140837091653,1216.1922467908,0.0427855857732963,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0437140837091653,0.0453316252283139,0.0437350654158115,0.0452762862300677,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +630.5004,-42.2768,21903,1165.70660724613,0.0439186358506393,1216.90285123846,0.0429815514143903,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0439186358506393,0.0455503329506138,0.0439462593879761,0.0455117877761631,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +631.5005,-42.2768,21912.5,1166.21220980143,0.0441568262360737,1217.70843970402,0.043209694880268,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0441568262360737,0.0458021944107687,0.0441898277779008,0.0457514662683186,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +632.5005,-42.264,21907.5,1165.94610319338,0.0444033163971069,1217.71797691545,0.0434457332467447,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0444033163971069,0.0460447361565957,0.0444107423841011,0.0459947636291343,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +633.5006,-42.2504,21916,1166.39848442707,0.0446146313186983,1218.43692278047,0.0436480435452687,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0446146313186983,0.0462680273449585,0.044640446728321,0.0462252505777763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +634.5006,-42.24,21914.5,1166.31865244465,0.0448417114225114,1218.61837688427,0.0438654016207279,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0448417114225114,0.0465120969128064,0.0448614799109249,0.04647169890763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +635.5006,-42.2376,21917.5,1166.47831640949,0.0450767839028268,1219.05940740561,0.044090360136414,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0450767839028268,0.0467735836516932,0.0450923025706202,0.0467110511190789,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +636.5007,-42.24,21927.5,1167.0105296256,0.0453016243846529,1219.87800229163,0.0443054795442703,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0453016243846529,0.0470097085450321,0.0453299509742331,0.0469525156969098,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +637.5007,-42.2272,21935.5,1167.43630019848,0.0455272992354545,1220.58652197595,0.0445213507225657,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0455272992354545,0.0472213118949346,0.0455536442325435,0.0471806027304298,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +638.5008,-42.2112,21942.5,1167.80884944976,0.0457760729326313,1221.26655251354,0.044759263310152,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0457760729326313,0.0474981532451321,0.0458008888242547,0.0474480661067975,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +639.5008,-42.2056,21942.5,1167.80884944976,0.0459757945168784,1221.49978914705,0.044950224377726,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0459757945168784,0.047694325592623,0.0459997993684004,0.0476598737837147,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +640.5008,-42.1904,21939,1167.62257482412,0.0462279935182706,1221.59942364488,0.0451913089260438,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0462279935182706,0.047978347706319,0.0462459231704711,0.0479247701883728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +641.5009,-42.1824,21947,1168.04834539701,0.0464635490543087,1222.32001699117,0.0454164310066189,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0464635490543087,0.0482309730774842,0.0464919140051931,0.0481796441628618,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +642.5009,-42.1744,21950.5,1168.23462002265,0.0467265948523825,1222.82224580498,0.045667765841368,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0467265948523825,0.0484809247601127,0.046735051272285,0.048442795045227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +643.501,-42.1664,21947,1168.04834539701,0.0469617551610113,1222.90194580977,0.0458924031992786,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0469617551610113,0.048776558321168,0.0469864117895396,0.0487064114408571,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +644.5,-42.156,21954,1168.42089464829,0.0471967837271701,1223.56660291531,0.0461168643017034,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0471967837271701,0.0489919812261228,0.0472034147920654,0.0489402937285928,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +645.5,-42.14,21959,1168.68700125634,0.0473848680599163,1224.06508061421,0.0462964556134971,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0473848680599163,0.0492310089813016,0.0474118728204878,0.0491648990349827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +646.5001,-42.1376,21965.5,1169.03293984681,0.0476508121923265,1224.73830891009,0.0465503359042677,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0476508121923265,0.0494685853055606,0.0476557582367124,0.049417754346471,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +647.5001,-42.1296,21974,1169.48532108051,0.0478749500476469,1225.4743724087,0.0467642563057384,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0478749500476469,0.0497187661614922,0.0478987571726747,0.0496602517057775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +648.5001,-42.1248,21957,1168.58055861312,0.0480857819135155,1224.77266850296,0.0469654355199905,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0480857819135155,0.049941828176552,0.0481068667092577,0.0498984757487053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +649.5002,-42.1112,21964,1168.9531078644,0.0483216887628066,1225.43889612094,0.0471904937241676,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0483216887628066,0.0502061413861775,0.0483400167009003,0.0501530589132164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +650.5002,-42.0952,21968.5,1169.19260381165,0.0485465292446326,1225.9528467452,0.047404947337186,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0485465292446326,0.0504440996659417,0.0485627868695371,0.0503838870126556,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +651.5002,-42.0904,21974,1169.48532108051,0.0487770346526609,1226.52934711263,0.047624756443348,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0487770346526609,0.0506864886295666,0.0487975113435986,0.050625280244688,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +652.5003,-42.0872,21982,1169.9110916534,0.0490066178634007,1227.24447745621,0.0478436381296279,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0490066178634007,0.0509288775931913,0.0490307712793973,0.0508699453844135,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +653.5003,-42.0688,21988.5,1170.25703024387,0.0492394946358858,1227.87989500717,0.0480656109211455,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0492394946358858,0.0511896768121688,0.0492655807130927,0.0511307767111855,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +654.5004,-42.072,21983.5,1169.99092363581,0.0494892344445079,1227.89287875357,0.0483036024312825,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0494892344445079,0.0514225932792636,0.0495166192755566,0.0513830663345146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +655.5004,-42.0616,21993.5,1170.52313685192,0.0496937426718251,1228.69081240606,0.0484984479785203,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0496937426718251,0.0516807188097042,0.0497235227310847,0.0516141610428751,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +656.5005,-42.0456,21988,1170.23041958306,0.0499334261385843,1228.66403380444,0.048726758481795,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0499334261385843,0.0519250939419565,0.0499548586495509,0.0518595628666602,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +657.5005,-42.0432,21988.5,1170.25703024387,0.0501468050255361,1228.94168136927,0.0489299687063566,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0501468050255361,0.0521528158141802,0.0501650437685021,0.0520921508507345,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +658.5005,-42.0352,22008,1171.29484601528,0.0503877180886803,1230.31372051502,0.049159351334016,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0503877180886803,0.0524063578785579,0.0504034314983158,0.0523422968296168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +659.5006,-42.0136,22006.5,1171.21501403287,0.0506227027406825,1230.50508353368,0.0493830386138623,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0506227027406825,0.0526599763340367,0.0506497903421597,0.0525973889518161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +660.5006,-42.0088,22003.5,1171.05535006803,0.0508570286803356,1230.6117455927,0.0496060490356338,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0508570286803356,0.0528956428807695,0.0508820155988109,0.0528437126139435,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +661.5007,-41.9984,22001.5,1170.94890742481,0.0510775216606576,1230.75807560732,0.0498158490801642,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0510775216606576,0.053160032481496,0.0510926520219221,0.0530893658053758,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +662.5007,-41.9904,22019.5,1171.90689121381,0.051303020854833,1232.02925489367,0.0500303670425217,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.051303020854833,0.0533879835270229,0.0513235404197331,0.0533205897542888,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +663.5008,-41.9768,22003,1171.02873940723,0.051545514827615,1231.39001865791,0.0502610008420959,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.051545514827615,0.0536474077061813,0.0515687088039132,0.0535817043126727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +664.5008,-41.988,22019.5,1171.90689121381,0.0517903362506971,1232.60034316428,0.0504937943106827,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0517903362506971,0.053930971473271,0.0518250337744828,0.0538652176806931,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +665.5008,-41.972,22024.5,1172.17299782186,0.052036299441851,1233.16854293417,0.0507276188930906,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.052036299441851,0.0541795481160809,0.0520626668110703,0.0541145663838196,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +666.5009,-41.9584,22026,1172.25282980428,0.0522757633378273,1233.53324130723,0.0509552124152163,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0522757633378273,0.0544093325480326,0.0523044237746576,0.0543633065052143,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +667.5009,-41.9512,22028,1172.3592724475,0.0525316072142177,1233.94518926166,0.0511983167308225,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0525316072142177,0.0546986256477009,0.0525541507804077,0.0546396900509615,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +668.5009,-41.9456,22029.5,1172.43910442992,0.052754076331587,1234.29004643915,0.0514096601318024,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.052754076331587,0.0549724113538566,0.0527824882394664,0.0548996775868012,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +669.4997,-41.9168,22031,1172.51893641234,0.0529927497727442,1234.65393901344,0.0516363478220988,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0529927497727442,0.0552237380763039,0.0530086601305997,0.0551450251973601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +670.4997,-41.9352,22032.5,1172.59876839475,0.0532354194021527,1235.02255562069,0.0518667783462307,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0532354194021527,0.0554664326043329,0.053257992516901,0.0553999284389361,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +671.5,-41.9064,22039.5,1172.97131764603,0.0534860814080635,1235.70895703097,0.0521047424121951,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0534860814080635,0.0557302110762511,0.0535052482430372,0.0556664163603307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +672.5001,-41.9032,22029.5,1172.43910442992,0.0537200121203073,1235.42254733022,0.0523267716801657,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0537200121203073,0.0559910866863296,0.053755978988533,0.0559351250718986,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +673.5001,-41.888,22044,1173.21081359328,0.0539788421593469,1236.53937491987,0.0525723760650762,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0539788421593469,0.0562618931395443,0.0539916839172521,0.0561909775483098,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +674.5002,-41.888,22041,1173.05114962845,0.0542033313279202,1236.63442975636,0.0527853454870217,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0542033313279202,0.0565241437894416,0.0542380189397969,0.0564526551938101,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +675.5002,-41.8768,22055.5,1173.82285879181,0.0544394138338377,1237.7250871692,0.0530092644106475,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0544394138338377,0.0567863944393389,0.0544718380756293,0.0567239330339258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +676.5003,-41.8664,22051,1173.58336284456,0.054699956524985,1237.7783217706,0.0532563250801643,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.054699956524985,0.0570733194148746,0.0547294161289141,0.0569931505411072,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +677.5003,-41.8584,22032.5,1172.59876839475,0.0549320428426512,1237.01201417745,0.0534763504861801,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0549320428426512,0.0573222016220885,0.0549553485961461,0.0572301879798995,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +678.5003,-41.8584,22045.5,1173.2906455757,0.0551606160277889,1238.0100803653,0.0536929980206576,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0551606160277889,0.0575380064825488,0.0551835890869076,0.0574731732575812,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +679.5004,-41.8512,22057,1173.90269077422,0.0553941515126231,1238.93003428804,0.053914300485184,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0553941515126231,0.0578027780387806,0.0554256074806665,0.057737927821091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +680.5004,-41.8248,22062,1174.16879738228,0.0556522350110004,1239.51391523678,0.0541588081391235,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0556522350110004,0.0580805360821906,0.0556766571121784,0.05800259373669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +681.5004,-41.8168,22054.5,1173.76963747019,0.0558792712006569,1239.35902936948,0.0543738522337661,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0558792712006569,0.0583366754440041,0.0559084165861373,0.0582540051097481,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +682.5005,-41.8112,22062.5,1174.19540804308,0.0561195255514519,1240.09069724715,0.0546013659541346,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0561195255514519,0.0585902938994829,0.0561440855812717,0.058512145439151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +683.5005,-41.8008,22067,1174.43490399033,0.0563498113886975,1240.61408931849,0.0548193912140813,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0563498113886975,0.0588245854063968,0.056378638916113,0.058769011149709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +684.5005,-41.78,22064,1174.2752400255,0.0565998146822591,1240.73900099691,0.0550560303574318,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0565998146822591,0.0590972252460367,0.0566328814079229,0.0590337913993172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +685.5006,-41.7928,22070.5,1174.62117861597,0.0568525845676872,1241.40142850823,0.0552952312845245,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0568525845676872,0.0593839974393702,0.0568906468858035,0.0593181634697478,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +686.5006,-41.78,22075.5,1174.88728522403,0.0570855491684855,1241.95637111211,0.055515639439355,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0570855491684855,0.0596392964990722,0.0571198237192874,0.0595646987432179,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +687.5007,-41.78,22064,1174.2752400255,0.0573363429168661,1241.60388786639,0.0557528614909195,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0573363429168661,0.0598898593105091,0.057359487284176,0.0598246774660933,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +688.5007,-41.7616,22075.5,1174.88728522403,0.0575757189845291,1242.53226539658,0.0559792312516273,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0575757189845291,0.0601427138549776,0.0575984492157314,0.0600858752443574,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +689.5008,-41.7456,22067,1174.43490399033,0.0578042921696668,1242.32228231484,0.0561953372796904,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0578042921696668,0.0604261248398651,0.0578444195931359,0.0603498578465313,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +690.5008,-41.7432,22080.5,1175.15339183208,0.0580632978653328,1243.38667325948,0.0564401594965242,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0580632978653328,0.0606843267614069,0.0580902476822009,0.0606182261336176,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +691.5008,-41.7248,22077.5,1174.99372786725,0.0582830443049925,1243.47593936663,0.0566478253554346,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0582830443049925,0.0609509317040639,0.05832285839903,0.0608698934299848,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +692.5009,-41.7272,22093.5,1175.84526901302,0.058528612268737,1244.66586085111,0.0568798421851639,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.058528612268737,0.0612091336256056,0.0585694509789956,0.0611371440498146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +693.5009,-41.7112,22091.5,1175.7388263698,0.058787090994524,1244.8570917414,0.057123999187044,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.058787090994524,0.0614849055003884,0.0588155656836079,0.0614033796763962,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +694.501,-41.7032,22085.5,1175.41949844014,0.0590230856721281,1244.79638419726,0.0573468658832011,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0590230856721281,0.0617263013796996,0.059060799772212,0.0616664027583541,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +695.5007,-41.6984,22082,1175.2332238145,0.0592615395425024,1244.87935397925,0.0575720045341106,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0592615395425024,0.062012768008629,0.0592939166361842,0.0619301813270743,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +696.5007,-41.688,22085.5,1175.41949844014,0.0595387256990036,1245.40247753903,0.0578336489775531,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0595387256990036,0.0623213880568624,0.0595722081070257,0.0622242649158559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +697.5001,-41.68,22088.5,1175.57916240497,0.0597584282245067,1245.82992540377,0.0580409842498941,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0597584282245067,0.0625261162076706,0.0597960569178364,0.0624603904862976,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +698.5001,-41.664,22096.5,1176.00493297786,0.0600115933373443,1246.57886277844,0.0582798451748683,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0600115933373443,0.0628164023916525,0.0600515118625832,0.0627544222974303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +699.5002,-41.656,22092,1175.76543703061,0.0602441627107331,1246.59844132874,0.0584992237792258,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0602441627107331,0.0630608539150056,0.060276753935829,0.0629900705791731,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +700.5002,-41.648,22097,1176.03154363866,0.0604919702964644,1247.17200884416,0.0587329233734396,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0604919702964644,0.0633465566329246,0.0605222359243412,0.0632611979311105,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +701.5002,-41.6408,22095,1175.92510099544,0.0607426762165319,1247.3539386601,0.0589693007319247,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0607426762165319,0.0636192728636654,0.0607775396156763,0.0635515028674954,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +702.5003,-41.6376,22105,1176.45731421155,0.0610328609633887,1248.25986989919,0.0592428308425148,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0610328609633887,0.0639798388606114,0.0610745893392651,0.0638977251912289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +703.5003,-41.6272,22098.5,1176.11137562108,0.0612321873202264,1248.12724768256,0.0594306738808619,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0612321873202264,0.0641731083462625,0.0612723935848814,0.0640905874892639,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +704.5003,-41.6192,22101.5,1176.27103958591,0.0614853085189072,1248.59442735671,0.0596691617629061,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0614853085189072,0.0644351298228566,0.061523902199525,0.0643540431265165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +705.5003,-41.596,22101.5,1176.27103958591,0.0617255189555458,1248.87697993673,0.0598954326866931,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0617255189555458,0.0646566640158954,0.061762986162285,0.064603931155146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +706.5004,-41.5928,22103.5,1176.37748222913,0.0619973475849409,1249.30976588599,0.0601514252506592,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0619973475849409,0.064976742729286,0.0620350436734619,0.0649072222162061,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +707.5004,-41.5928,22101.5,1176.27103958591,0.062233693575798,1249.47473102559,0.0603739490602193,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.062233693575798,0.0652410559389115,0.0622646435386982,0.0651660159291856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +708.5005,-41.5776,22113.5,1176.90969544524,0.0624872100018883,1250.45149873779,0.0606125840987002,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0624872100018883,0.0655252308348095,0.0625241680011255,0.0654454883709278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +709.5005,-41.5616,22093.5,1175.84526901302,0.0627416047111108,1249.61968808286,0.0608519886359213,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0627416047111108,0.065795655332519,0.0627857348237468,0.0657192520540242,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +710.5005,-41.564,22111.5,1176.80325280202,0.0629685091582973,1250.9047992036,0.0610654744226875,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0629685091582973,0.0660233008136414,0.0630076286935342,0.0659699150574455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +711.5006,-41.5512,22108,1176.61697817638,0.0631890460527761,1250.96628259685,0.0612729255541705,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0631890460527761,0.0662792110021518,0.0632361577318356,0.0662093710830377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +712.5006,-41.5296,22118.5,1177.1758020533,0.0634871353478222,1251.91132152644,0.061553259062022,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0634871353478222,0.0666038731816053,0.0635148944788368,0.0665331984919193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +713.5007,-41.5352,22120,1177.25563403572,0.0637364360148781,1252.28971242759,0.0617876497218035,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0637364360148781,0.066879645056388,0.0637695220519584,0.0668104772243904,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +714.5007,-41.5296,22110,1176.72342081961,0.0639856049394643,1252.01678074719,0.0620218616356995,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0639856049394643,0.0671615282192547,0.0640212791191817,0.0670846776053443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +715.5007,-41.5192,22112,1176.82986346283,0.0641946802390687,1252.37608024361,0.0622183443319571,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0641946802390687,0.0674044519205867,0.0642381872814531,0.0673436176678687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +716.5008,-41.504,22123,1177.41529800055,0.064471295511534,1253.32478761774,0.0624782397567663,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.064471295511534,0.0676993215706314,0.0645095483344008,0.0676166507976763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +717.5008,-41.5008,22121.5,1177.33546601813,0.0647159851921464,1253.52789060315,0.0627080830250472,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0647159851921464,0.067966690424299,0.0647524090015978,0.067896621861721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +718.5008,-41.4824,22129.5,1177.76123659102,0.0649925126362986,1254.3068986427,0.0629677687482232,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0649925126362986,0.0682638518073752,0.0650302565863201,0.068188713698903,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +719.5009,-41.48,22124.5,1177.49512998297,0.065267678741596,1254.34750384649,0.0632261091217995,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.065267678741596,0.0685671244785352,0.0653004944743268,0.0684894957692318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +720.5009,-41.4776,22116.5,1177.06935941008,0.0655129832204008,1254.18268460236,0.0634563575788723,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0655129832204008,0.0688184512009826,0.0655454057514817,0.0687494341423029,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +721.4997,-41.4744,22119.5,1177.22902337491,0.0657717693452838,1254.6574591669,0.0636992027696363,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0657717693452838,0.0690980426308178,0.06580438231807,0.0690378115371611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +722.5,-41.4456,22126.5,1177.60157262619,0.066024407488242,1255.35201871606,0.0639362218119691,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.066024407488242,0.069392148369852,0.0660685458892373,0.0693293254499048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +723.5,-41.4456,22128,1177.6814046086,0.0662586895137385,1255.71303114266,0.0641559693931123,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0662586895137385,0.0696717397996872,0.0663026950158906,0.0695965783643874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +724.5001,-41.4456,22129.5,1177.76123659102,0.0665178708660312,1256.1034064376,0.0643990153439947,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0665178708660312,0.0699375808313338,0.0665620037159091,0.0698772409575499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +725.5001,-41.4328,22125,1177.52174064377,0.0668185071821602,1256.20198552813,0.0646808614899778,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0668185071821602,0.0702821046970595,0.0668580444563397,0.0701970856358203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +726.5002,-41.4296,22124.5,1177.49512998297,0.067052437894404,1256.44904905712,0.0649001162801708,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.067052437894404,0.070534959241528,0.0671018162121697,0.0704613815859403,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +727.5002,-41.4112,22128,1177.6814046086,0.0673429300403572,1256.98992104899,0.0651723171592684,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0673429300403572,0.0708283010695518,0.0673757872142798,0.0707706948568767,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +728.5002,-41.4064,22138,1178.21361782471,0.0675986860884343,1257.85931032116,0.0654119078322577,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0675986860884343,0.0711094203214079,0.0676392403933902,0.071056413497372,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +729.5003,-41.3776,22133,1177.94751121666,0.0678711734301787,1257.89619104209,0.0656671091332816,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0678711734301787,0.0714379020559137,0.0679185268721249,0.0713586699831376,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +730.5003,-41.38,22131.5,1177.86767923424,0.0681392254421058,1258.12667057055,0.0659180929426074,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0681392254421058,0.0717297160619166,0.0681855836315713,0.0716550329257695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +731.5004,-41.3696,22135,1178.05395385988,0.0684244478892662,1258.66164523651,0.0661850847036439,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0684244478892662,0.0720253496229717,0.0684679476493594,0.0719674994807475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +732.5004,-41.3672,22123,1177.41529800055,0.068634577128629,1258.2266990836,0.0663817374283277,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.068634577128629,0.072263689858241,0.068678844097681,0.0721891734924625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +733.5004,-41.356,22141.5,1178.39989245035,0.0689140907354304,1259.60824956129,0.0666432646745578,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0689140907354304,0.0725845324826419,0.068959142309666,0.0725083282146452,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +734.5005,-41.3456,22133,1177.94751121666,0.0691517980651423,1259.40469964365,0.0668656220227915,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0691517980651423,0.0728519013363094,0.0691985612452686,0.072768486932772,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +735.5005,-41.3376,22138,1178.21361782471,0.0694181813391183,1260.00306440308,0.0671147448272067,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0694181813391183,0.0731047558807778,0.0694615074327122,0.0730447042098059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +736.5006,-41.3224,22136.5,1178.1337858423,0.069685486810383,1260.23261223648,0.0673646677053131,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.069685486810383,0.0734248345941684,0.0697377066975417,0.0733632886208156,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +737.5006,-41.3224,22134.5,1178.02734319908,0.0699244676506366,1260.40027805017,0.0675880550014407,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0699244676506366,0.0737128290451188,0.0699746238732159,0.0736222458942818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +738.5006,-41.3192,22131.5,1177.86767923424,0.0701815411234119,1260.53224820236,0.0678282986837237,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0701815411234119,0.0739633918565559,0.0702371128339608,0.0739072821996073,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +739.5007,-41.304,22125,1177.52174064377,0.0704569267994923,1260.48630372912,0.0680855917126272,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0704569267994923,0.0742666645277158,0.0705009008921004,0.0742118187234288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +740.5007,-41.2928,22138,1178.21361782471,0.0706980155192629,1261.51098246269,0.0683107867380076,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0706980155192629,0.0745439642245196,0.0707516501934062,0.0744815207391207,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +741.5007,-41.2776,22142.5,1178.45311377196,0.0709566259875197,1262.0721706097,0.068552292034428,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0709566259875197,0.074814388722229,0.0710071131784012,0.0747676080781203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +742.5008,-41.2744,22128.5,1177.70801526941,0.0711879218503669,1261.54660142296,0.0687682399861939,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0711879218503669,0.0750779380208441,0.0712381371188985,0.0750293436263972,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +743.5008,-41.2696,22141,1178.37328178955,0.0714870650851715,1262.61172927947,0.0690474640762424,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0714870650851715,0.0754056558443392,0.0715280272744287,0.0753438663682828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +744.5009,-41.2512,22138,1178.21361782471,0.0717417671934902,1262.74074489889,0.0692851448181973,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0717417671934902,0.0756867750961954,0.0717774103310598,0.0756143812808187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +745.5009,-41.2376,22143,1178.47972443277,0.0720183824659555,1263.35192795534,0.0695432103243077,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0720183824659555,0.0760037981655441,0.072053312482373,0.0759308498722617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +746.5009,-41.2352,22151.5,1178.93210566646,0.0723039123122121,1264.17350925662,0.0698095227612388,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0723039123122121,0.0763261686119661,0.0723464359170723,0.0762634993535967,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +747.4997,-41.2168,22143,1178.47972443277,0.0725525103527624,1263.9813868402,0.0700413313233754,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0725525103527624,0.0766034683087697,0.0726079411050903,0.0765394187037797,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +748.5,-41.2224,22146,1178.6393883976,0.0728272373164937,1264.476438847,0.070297441660514,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0728272373164937,0.0768861153826468,0.0728731044103894,0.0768386970378813,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +749.5001,-41.2088,22151,1178.90549500566,0.0730792167471027,1265.05898519953,0.0705322882739717,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0730792167471027,0.0771977910749219,0.0731329430935169,0.077120320707793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +750.5001,-41.1984,22151,1178.90549500566,0.0733638683102271,1265.39456249146,0.0707975192197861,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0733638683102271,0.0775117585002287,0.0734224268088785,0.0774436131157408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +751.5001,-41.1824,22141.5,1178.39989245035,0.0736669199049699,1265.20898294352,0.0710798175439823,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0736669199049699,0.0778471154338288,0.0737254246309632,0.0777937188123324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +752.5002,-41.18,22145,1178.58616707599,0.0739144640057615,1265.70073190002,0.0713103504623083,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0739144640057615,0.0781053173553706,0.0739687239596193,0.0780515838023726,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +753.5002,-41.172,22152.5,1178.98532698807,0.0741722840191993,1266.4333615159,0.0715503966475129,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0741722840191993,0.0784017148274362,0.0742208194086737,0.0783390636894717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +754.5003,-41.1592,22153,1179.01193764888,0.0744403799452829,1266.77803424749,0.0717999492373968,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0744403799452829,0.0787004040325334,0.074509609447646,0.0786525456120348,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +755.5003,-41.156,22144.5,1178.55955641519,0.074757659726766,1266.6659107014,0.0720952033535196,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.074757659726766,0.0790724286946365,0.074826236202904,0.0790195278088432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +756.5003,-41.1488,22144.5,1178.55955641519,0.0750121861784584,1266.96588528341,0.0723319974953358,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0750121861784584,0.0793298667051678,0.0750691687741747,0.0792734381565432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +757.5004,-41.1432,22149.5,1178.82566302324,0.0752779985683986,1267.5652995967,0.072579231466992,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0752779985683986,0.0796568206176526,0.0753433688442349,0.0795911342706315,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +758.5004,-41.1304,22147.5,1178.71922038002,0.0755596639688736,1267.78284858559,0.0728411437507417,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0755596639688736,0.079959329377802,0.0756172132074032,0.0798811517427393,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +759.5004,-41.1304,22138,1178.21361782471,0.0758126973392412,1267.53717023383,0.0730763734823169,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0758126973392412,0.0802182952103544,0.0758716549639909,0.0801693983541005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +760.5005,-41.1088,22136.5,1178.1337858423,0.0760984906704376,1267.78798875275,0.0733419916309367,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0760984906704376,0.0805880281394259,0.0761722582722278,0.080518065419824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +761.5005,-41.1008,22149.5,1178.82566302324,0.0763759403118783,1268.85958150041,0.0735997876251503,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0763759403118783,0.0808630361031983,0.0764359903393923,0.0808040920136931,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +762.5006,-41.0936,22153,1179.01193764888,0.0766609431882557,1269.39610481926,0.0738645326281052,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0766609431882557,0.0811884621936621,0.0767288427515897,0.0811238562324572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +763.5006,-41.096,22146,1178.6393883976,0.076950952278486,1269.33681172773,0.0741338560773243,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.076950952278486,0.0815123604621049,0.0770093492932933,0.081443852572957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +764.5006,-41.0752,22146,1178.6393883976,0.0772512811955191,1269.69079121882,0.0744126868336128,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0772512811955191,0.0818370226415582,0.0773178874341383,0.0817907665281122,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +765.5007,-41.0672,22136,1178.10717518149,0.0775074324710057,1269.41923750548,0.0746504408568995,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0775074324710057,0.0821464066008022,0.0775694331693884,0.0820708085484189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +766.5005,-41.0512,22130,1177.78784725183,0.0777458424272233,1269.35595563697,0.0748716769964909,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0777458424272233,0.0824053724333544,0.0778129237923659,0.0823534341496214,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +767.5007,-41.0488,22144.5,1178.55955641519,0.0780187689105336,1270.50932209445,0.0751248831984418,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0780187689105336,0.0827178120366402,0.0780951498693483,0.0826609074291078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +768.5008,-41.0328,22147.5,1178.71922038002,0.0783192734841932,1271.03565336204,0.0754036006997767,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0783192734841932,0.0830302516399259,0.0783776947402854,0.0829783777386257,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +769.5008,-41.0248,22147.5,1178.71922038002,0.078588906405758,1271.35347486913,0.0756536186889366,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.078588906405758,0.0833533859973583,0.0786520559109484,0.0832851582430832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +770.5006,-41.0224,22130,1177.78784725183,0.0788779932986998,1270.68938917465,0.0759216060167716,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0788779932986998,0.0836742286217594,0.0789472131872354,0.0836153369946716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +771.5009,-41.0064,22148,1178.74583104082,0.079147582306108,1272.04071372111,0.0761714538516241,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.079147582306108,0.0839775012929193,0.0792152458683451,0.0839306865082863,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +772.5009,-40.9936,22136.5,1178.1337858423,0.079417873940022,1271.6986663308,0.0764218902092935,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.079417873940022,0.0842761904980164,0.0794943801543537,0.0842276437080038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +773.5,-40.9904,22143,1178.47972443277,0.0797166219474172,1272.42414709807,0.0766986196208895,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0797166219474172,0.0846092556985852,0.0797855385207951,0.0845653323791312,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +774.5,-40.988,22143,1178.47972443277,0.0800099245993931,1272.76979832655,0.0769702305377881,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0800099245993931,0.084931626145007,0.0800815169648593,0.0848834792985554,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +775.5001,-40.9696,22144.5,1178.55955641519,0.0802916778281815,1273.1880806202,0.0772310767363646,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0802916778281815,0.0852746221887119,0.0803693989758217,0.0852126925402928,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +776.5001,-40.9592,22135,1178.05395385988,0.0805697861819716,1272.9695090332,0.0774884818129581,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0805697861819716,0.0855809505039138,0.0806440098080287,0.0855325643536215,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +777.5001,-40.9616,22144.5,1178.55955641519,0.0808677876487043,1273.86706035472,0.0777642255792633,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0808677876487043,0.0859422804118702,0.0809561378555231,0.0858784960731037,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +778.5002,-40.9384,22149.5,1178.82566302324,0.0811713222991696,1274.51250085103,0.0780450111127562,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0811713222991696,0.0862684704133444,0.0812483641857525,0.086206479701857,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +779.5002,-40.9384,22146,1178.6393883976,0.0814472349451293,1274.63630758,0.0783001764506588,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0814472349451293,0.0865633400633892,0.0815292812181947,0.0865276492954422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +780.5003,-40.9304,22146.5,1178.66599905841,0.0817519991919795,1275.02430086105,0.0785819482302129,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0817519991919795,0.0869155030392199,0.0818383719580949,0.0868660030882518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +781.5003,-40.9248,22146,1178.6393883976,0.0820441600758835,1275.33986705103,0.0788519929702667,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0820441600758835,0.087231762197558,0.0821194417989152,0.0871863656264295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +782.5003,-40.9168,22138,1178.21361782471,0.0822962273348059,1275.17615356618,0.0790849205278066,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0822962273348059,0.0875663552201476,0.0823854017487091,0.0875092420339638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +783.5004,-40.896,22139.5,1178.29344980713,0.0825969075650918,1275.6168449654,0.0793626988877376,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0825969075650918,0.0878887256665697,0.0826811506040334,0.0878381955417151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +784.5004,-40.896,22141,1178.37328178955,0.0829137482050089,1276.07662736736,0.0796553233006756,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0829137482050089,0.0882118600240021,0.082989050139439,0.0881696025204111,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +785.5004,-40.8856,22130,1177.78784725183,0.0831905830482574,1275.76870497186,0.0799109294972576,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0831905830482574,0.0885097853180886,0.0832687452181914,0.0884782973764963,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +786.5005,-40.8776,22135,1178.05395385988,0.0834582398327749,1276.37226327707,0.0801579993343742,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0834582398327749,0.088832919675521,0.0835546110431932,0.0888020636907333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +787.5005,-40.872,22139.5,1178.29344980713,0.0837596666037229,1276.98691632433,0.0804361686610455,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0837596666037229,0.0892095278036871,0.0838508208638438,0.0891480760595615,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +788.5006,-40.872,22130,1177.78784725183,0.0840412880900416,1276.77065503167,0.0806959909360503,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0840412880900416,0.0894746049243231,0.0841212142664646,0.0894471923921747,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +789.5006,-40.8512,22131.5,1177.86767923424,0.0843529468594791,1277.22428898818,0.0809834467561777,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0843529468594791,0.0898397543873319,0.0844441862857029,0.0898193629076132,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +790.5006,-40.8384,22141,1178.37328178955,0.0846309673849559,1278.10015256798,0.0812398069118927,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0846309673849559,0.0901621248337537,0.0847212256455781,0.0901344428375502,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +791.5007,-40.8328,22136,1178.10717518149,0.084936302515842,1278.17124260879,0.0815212779104075,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.084936302515842,0.0904951900343224,0.0850284575977624,0.0904713654637165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +792.5007,-40.8272,22129.5,1177.76123659102,0.0852104146813809,1278.1187599566,0.0817738987722362,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0852104146813809,0.0908343665229749,0.0853051209997031,0.0907946495057873,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +793.5008,-40.8168,22116.5,1177.06935941008,0.0855090309463061,1277.71941968983,0.0820490299204925,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0855090309463061,0.0911781264776903,0.0856061847930323,0.0911274510041398,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +794.5008,-40.8064,22128,1177.6814046086,0.0857930677112381,1278.71830509645,0.0823106579700651,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0857930677112381,0.0914661209286408,0.0858820866958709,0.0914423940495179,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +795.5008,-40.7984,22134.5,1178.02734319908,0.0860844381403233,1279.43716515231,0.0825789699996782,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0860844381403233,0.0918083530613351,0.0861868960431948,0.0917862472559864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +796.5009,-40.7776,22133,1177.94751121666,0.0863916176657869,1279.71230223605,0.082861762094615,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0863916176657869,0.0921467656389771,0.0864896204539278,0.0921363074567596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +797.5009,-40.7832,22124.5,1177.49512998297,0.0866921661536028,1279.57473343651,0.0831383722207135,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0866921661536028,0.0925035120808705,0.0867839950806511,0.0924675266748959,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +798.501,-40.7696,22128,1177.6814046086,0.0869805065058823,1280.11672968401,0.0834036746810124,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0869805065058823,0.0928174795061773,0.0870815981662124,0.092803903388973,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +799.5,-40.7488,22125,1177.52174064377,0.0872107923431277,1280.21434464657,0.0836155105376168,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0872107923431277,0.0930749175167086,0.0873161839982598,0.0930567389025951,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +800.5,-40.7536,22131.5,1177.86767923424,0.0875652235011001,1281.00792582111,0.0839414578154313,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0875652235011001,0.093469859509126,0.0876661007064577,0.0934599859036303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +801.5001,-40.7432,22130,1177.78784725183,0.0878737643654184,1281.28449901369,0.0842251163028519,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0878737643654184,0.0938579263024492,0.087982974462482,0.0938333442653508,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +802.5001,-40.7328,22116.5,1177.06935941008,0.088187882327626,1280.87261356919,0.0845138194881379,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.088187882327626,0.094199394524133,0.0882896895887233,0.0941771488845764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +803.5002,-40.7248,22130,1177.78784725183,0.0884953253380294,1282.01656597356,0.0847963070925491,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0884953253380294,0.0945477379449113,0.0886058517209869,0.0945496655779205,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +804.5002,-40.7168,22123,1177.41529800055,0.088819016586377,1281.99216688271,0.0850936378403419,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.088819016586377,0.0949121234969094,0.0889274114406169,0.0949017947779139,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +805.5002,-40.704,22113,1176.88308478444,0.0890953244597461,1281.7378650745,0.0853473740591125,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0890953244597461,0.0952444247864677,0.0892090186229319,0.0952300516481015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +806.5003,-40.6904,22125,1177.52174064377,0.0894388209927235,1282.83789682025,0.0856627205378821,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0894388209927235,0.0956416585119165,0.0895469277531046,0.0956099660777475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +807.5003,-40.688,22121.5,1177.33546601813,0.0897039746703144,1282.94713684028,0.0859060764844747,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0897039746703144,0.0959243055857936,0.0898141647431008,0.0959168685109178,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +808.5003,-40.6776,22120,1177.25563403572,0.0900185756882447,1283.23050943258,0.0861947380116614,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0900185756882447,0.0962863994047605,0.0901457866327954,0.0962914090476072,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +809.5004,-40.6696,22115,1176.98952742766,0.0903702841685074,1283.35440548465,0.0865173487989283,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0903702841685074,0.0966759940201044,0.0904857810049778,0.0966769387641456,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +810.5004,-40.6568,22118.5,1177.1758020533,0.0906802302858372,1283.92237487041,0.08680156607621,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0906802302858372,0.0970289209069457,0.0907909440525843,0.0970350629175504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +811.5005,-40.6568,22107,1176.56375685477,0.0909791539498587,1283.60653202148,0.087075599381365,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0909791539498587,0.0973849034378286,0.0911035243953822,0.0973889615732683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +812.5005,-40.6464,22115,1176.98952742766,0.0912927010280305,1284.44008046824,0.0873629577868854,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0912927010280305,0.0977599837439737,0.0914201315003152,0.0977545249007123,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +813.5005,-40.6328,22113.5,1176.90969544524,0.0916183244992688,1284.73618982888,0.0876612965371557,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0916183244992688,0.0981037436986888,0.0917415678779879,0.09811927882308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +814.5006,-40.62,22106.5,1176.53714619397,0.0919273045051533,1284.69303469377,0.0879443041407913,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0919273045051533,0.0984688931616978,0.0920465753449299,0.09847387947188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +815.5006,-40.6144,22097,1176.03154363866,0.0922250864011031,1284.49115436116,0.0882169791602037,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0922250864011031,0.0987820966759939,0.0923468372590328,0.0988092624402209,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +816.5006,-40.612,22105,1176.45731421155,0.0925474163105961,1285.33539904153,0.0885120487030797,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0925474163105961,0.0991503017830448,0.0926739293903728,0.0991786281374707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +817.5007,-40.588,22100,1176.1912076035,0.0928465595454006,1285.39651459704,0.0887858146601362,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0928465595454006,0.0994963534707913,0.0929771356164985,0.0995190483035717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +818.5007,-40.5776,22103.5,1176.37748222913,0.0931713486476635,1285.98215876716,0.089082966026953,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0931713486476635,0.0998699059549155,0.0933046250942453,0.0999006801673261,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +819.5008,-40.5776,22100,1176.1912076035,0.0935246380375642,1286.19406455758,0.0894060922366555,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0935246380375642,0.10026026448127,0.0936489261951986,0.100288760774232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +820.5008,-40.572,22083.5,1175.31305579691,0.0937858394410605,1285.54077734086,0.0896449256418142,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0937858394410605,0.100581107105671,0.0939384751800931,0.100632740433948,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +821.5008,-40.5592,22085.5,1175.41949844014,0.0941011869996531,1286.02786846589,0.0899331924096732,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0941011869996531,0.100938617458575,0.0942322381963864,0.100968410274817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +822.5009,-40.5536,22095,1175.92510099544,0.0944242634498083,1286.96096252908,0.0902284381902839,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0944242634498083,0.101317517319772,0.0945701168399082,0.101349435242763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +823.5009,-40.5408,22096.5,1176.00493297786,0.0946897245264956,1287.36051612333,0.0904709665185906,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0946897245264956,0.101600164393649,0.0948416742986493,0.101653004253967,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +824.4997,-40.5328,22082,1175.2332238145,0.0950658053636751,1286.95771672657,0.0908144576852928,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0950658053636751,0.102045524512758,0.0952063624127002,0.102075164653807,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +825.4997,-40.5248,22083.5,1175.31305579691,0.0953801428966656,1287.41458300714,0.091101465484228,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0953801428966656,0.102393867933537,0.0955176258499384,0.102433426201237,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +826.5,-40.512,22075.5,1174.88728522403,0.0956841166886969,1287.30533731947,0.0913789322838908,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0956841166886969,0.10276589259564,0.0958357646020054,0.102791877873288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +827.5001,-40.52,22078.5,1175.04694918886,0.0959856752021149,1287.83462400094,0.0916541183693466,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0959856752021149,0.103105069084292,0.0961326457427998,0.103140599203591,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +828.5001,-40.4984,22080,1175.12678117128,0.096318368852567,1288.31307592867,0.0919576288736568,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.096318368852567,0.10345264859406,0.0964613284114415,0.103499808236868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +829.5002,-40.4912,22085.5,1175.41949844014,0.0966247579232116,1288.99412293514,0.0922370607192866,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0966247579232116,0.103844534942435,0.0967897476100081,0.103888647321439,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +830.5002,-40.4856,22075,1174.86067456322,0.0969600864230604,1288.77526710392,0.0925427963313147,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0969600864230604,0.104193642274224,0.0971083817020274,0.104253866551249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +831.5002,-40.48,22070.5,1174.62117861597,0.0972591418295515,1288.86382642298,0.0928153811345943,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0972591418295515,0.104578653423505,0.0974199751224254,0.104617069272274,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +832.5003,-40.4568,22080.5,1175.15339183208,0.0975919233083169,1289.83887152326,0.0931186194605119,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0975919233083169,0.104960608928745,0.0977625892352094,0.105008748898263,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +833.5003,-40.4592,22072,1174.70101059839,0.0979347611289451,1289.74507346927,0.093430925228276,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0979347611289451,0.10532041101468,0.0981029158955732,0.105380025597526,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +834.5004,-40.4464,22066,1174.38168266872,0.098246727297479,1289.76083958903,0.0937150239444123,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.098246727297479,0.105690907854762,0.098408812517363,0.10575453265767,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +835.5004,-40.4384,22064,1174.2752400255,0.0985832414795557,1290.0390995764,0.0940213873767139,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0985832414795557,0.106078974648085,0.098747697234015,0.106136770868407,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +836.5004,-40.4248,22057.5,1173.92930143503,0.0989113241435642,1290.0442030909,0.0943199843985938,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0989113241435642,0.106450999310188,0.0990877763561854,0.106522128666609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +837.5005,-40.412,22066,1174.38168266872,0.0992629447955138,1290.95426680433,0.0946399050344752,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0992629447955138,0.106827607438354,0.0994240566365877,0.106906469742824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +838.5005,-40.4096,22056,1173.84946945261,0.0995721443721813,1290.73217829615,0.0949211444782414,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0995721443721813,0.107199632100457,0.0997528906942114,0.107279134137133,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +839.5005,-40.4096,22051,1173.58336284456,0.0999415502575566,1290.87310348372,0.0952570422630568,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.0999415502575566,0.107612907957126,0.100121387119654,0.107695941131244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +840.5006,-40.388,22049.5,1173.50353086214,0.100251891602296,1291.14947963304,0.0955391459552987,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.100251891602296,0.108000974750449,0.100433954515015,0.108066605112395,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +841.5006,-40.3752,22059,1174.00913341744,0.100577471159378,1292.08800317458,0.0958350158350503,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.100577471159378,0.108333276040007,0.100746980700651,0.108409172636088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +842.5007,-40.3672,22042.5,1173.13098161086,0.100958250811314,1291.56823348685,0.0961809376858138,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.100958250811314,0.108796970023368,0.101139170304285,0.108879250976146,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +843.5007,-40.3544,22038,1172.89148566361,0.101253441772024,1291.65078541215,0.0964490235955129,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.101253441772024,0.109123160024842,0.101445781937017,0.109212418928873,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +844.5007,-40.3512,22042.5,1173.13098161086,0.101576649964649,1292.29369669263,0.0967424717340295,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.101576649964649,0.109515810284228,0.101771110864647,0.109594458662138,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +845.5008,-40.3464,22037.5,1172.86487500281,0.101933320744608,1292.41888649656,0.0970662014087894,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.101933320744608,0.109887071035321,0.102126733723268,0.109992100662361,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +846.5008,-40.3304,22037.5,1172.86487500281,0.102266892678193,1292.81012130074,0.0973688707707648,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.102266892678193,0.110304166447042,0.102472241869071,0.110386688646593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +847.5009,-40.328,22029.5,1172.43910442992,0.102612145777434,1292.74559672885,0.0976820426918011,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.102612145777434,0.110681538486219,0.102820494957223,0.110781180808137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +848.5009,-40.3144,22026,1172.25282980428,0.102921521010728,1292.90287405687,0.0979625872511354,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.102921521010728,0.111035993195081,0.103121012193671,0.1111287388462,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +849.5009,-40.3176,22031,1172.51893641234,0.103253995090397,1293.58620091606,0.0982639903623199,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.103253995090397,0.111395031370006,0.103458648660924,0.111510589158864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +850.5,-40.2992,22024.5,1172.17299782186,0.103596745082712,1293.60630507005,0.0985746139933898,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.103596745082712,0.111786153807371,0.103811998057606,0.111909571372169,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +851.5,-40.2832,22008,1171.29484601528,0.103907305998235,1293.00093799435,0.0988559823717805,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.103907305998235,0.112154358914421,0.104123023012327,0.112268130477957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +852.5,-40.2856,22014.5,1171.64078460575,0.104269641704396,1293.80734942285,0.0991841587072776,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.104269641704396,0.11253478659764,0.104481146904862,0.112671192186969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +853.5001,-40.2696,22009.5,1171.3746779977,0.104586570172627,1293.88473795654,0.0994711203199906,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.104586570172627,0.112938131611172,0.104817980962443,0.113059693368414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +854.5001,-40.2592,22009.5,1171.3746779977,0.104940254789937,1294.29903516126,0.0997912654445802,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.104940254789937,0.113326962315506,0.10517827320164,0.113461616578988,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +855.5002,-40.2544,22006,1171.18840337206,0.105300087389172,1294.51464459632,0.100116870398528,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.105300087389172,0.113726487773986,0.105536714829714,0.113860434790752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +856.5002,-40.2488,22001.5,1170.94890742481,0.105682052723336,1294.69719159561,0.100462386837611,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.105682052723336,0.114171847893095,0.105919526797275,0.114300700191321,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +857.5002,-40.2408,21994.5,1170.57635817353,0.106006929653912,1294.66556382896,0.100756168590381,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.106006929653912,0.114536997356104,0.10625103269707,0.114683090745748,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +858.5003,-40.2224,21990,1170.33686222628,0.106335187974547,1294.78485246465,0.101052920453873,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.106335187974547,0.114916661128312,0.106579009397014,0.115048580438254,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +859.5003,-40.2144,21986.5,1170.15058760065,0.106705691713838,1295.01231545993,0.101387757235383,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.106705691713838,0.115310839209719,0.10695698155131,0.115472333073218,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +860.5004,-40.2064,21995,1170.60296883434,0.107040010188084,1295.90432254457,0.101689795971359,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.107040010188084,0.115700433825063,0.107295278794987,0.115856867002897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +861.5004,-40.204,21983.5,1169.99092363581,0.107404322031293,1295.65300557168,0.102018828262842,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.107404322031293,0.116132807456994,0.107663127672294,0.116285644479837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +862.5004,-40.1936,21975.5,1169.56515306292,0.107742944092887,1295.57754596237,0.102324561492781,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.107742944092887,0.11652622162739,0.108016139389371,0.116680436349099,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +863.5005,-40.1776,21975.5,1169.56515306292,0.108125612053558,1296.02510107436,0.102669950178779,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.108125612053558,0.11694102530608,0.108379834304138,0.117087965473806,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +864.5005,-40.1696,21973.5,1169.4587104197,0.108457471335034,1296.29524498255,0.102969383379765,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.108457471335034,0.117290896548879,0.108733180871419,0.117467634680981,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +865.5005,-40.1568,21965,1169.00632918601,0.10883372782884,1296.23364584683,0.103308767306928,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.10883372782884,0.117701880672517,0.109084998913095,0.117874917961693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +866.5006,-40.1544,21960,1168.74022257795,0.109181264464225,1296.34475790921,0.103622143582053,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.109181264464225,0.118120503906259,0.109455414921777,0.118297158208652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +867.5006,-40.1464,21952.5,1168.34106266587,0.109538857441474,1296.31980777225,0.103944485257161,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.109538857441474,0.118512390254634,0.10982472798922,0.118706396765812,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +868.5007,-40.1384,21949,1168.15478804023,0.109935797503041,1296.57681627043,0.10430217356409,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.109935797503041,0.11895240299667,0.110210595752342,0.119138744155428,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +869.5007,-40.1304,21947.5,1168.07495605782,0.110255756048077,1296.8619434588,0.104590399637862,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.110255756048077,0.119286232108249,0.110531193563908,0.119486062201396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +870.5007,-40.12,21930.5,1167.17019359043,0.110595651620213,1296.25414170225,0.104896494474839,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.110595651620213,0.119669715435509,0.110880697010528,0.119879449346163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +871.5008,-40.1016,21924.5,1166.85086566076,0.110917937615549,1296.27555718477,0.105186644397089,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.110917937615549,0.120062365694895,0.111216330953229,0.12026072712551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +872.5008,-40.104,21934,1167.35646821607,0.111267406473825,1297.24519486492,0.105501171591759,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.111267406473825,0.120430570801946,0.111416747156769,0.120420561525816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +873.5008,-40.0832,21930.5,1167.17019359043,0.111624340738724,1297.45479697985,0.105822315676634,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.111624340738724,0.120822457150322,0.111777651440942,0.120823447349113,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +874.5009,-40.088,21924,1166.82425499996,0.111967442044292,1297.47058214754,0.106130916662613,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.111967442044292,0.121212051765666,0.112131914478875,0.121201089380946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +875.5009,-40.0728,21909,1166.02593517579,0.112318887039615,1296.99267047406,0.10644692363856,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.112318887039615,0.121575673406653,0.112466934788604,0.121566975488539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +876.5007,-40.0696,21916,1166.39848442707,0.112658167813558,1297.80280062313,0.106751898268148,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.112658167813558,0.121968323666039,0.112822185149645,0.121958016542318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +877.5,-40.0568,21909,1166.02593517579,0.113022391828454,1297.81297530337,0.107079190535288,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.113022391828454,0.122344167883195,0.113127987238578,0.122269988026591,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +878.5,-40.0568,21914.5,1166.31865244465,0.113385034933712,1298.56173359593,0.107404955805477,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.113385034933712,0.122755915917843,0.113494262229275,0.122679052675841,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +879.5001,-40.0408,21893,1165.17439403002,0.113738543894395,1297.69963299003,0.107722413684341,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.113738543894395,0.12313481577904,0.113845100849889,0.123048422259434,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +880.5001,-40.0256,21898,1165.44050063807,0.114088627550864,1298.40400784806,0.108036696285647,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.114088627550864,0.123520590839332,0.114212913197458,0.12344202297961,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +881.5002,-40.0144,21891.5,1165.0945620476,0.11445957043172,1298.4507851319,0.108369597216053,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.11445957043172,0.123881156836278,0.114579870616965,0.123831688345838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +882.5002,-40.0072,21886.5,1164.82845543954,0.114824014017399,1298.57873433479,0.10869655749286,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.114824014017399,0.124298252247999,0.114942895206499,0.124212983496134,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +883.5002,-39.9992,21884.5,1164.72201279632,0.115187842804885,1298.88382891769,0.109022859606098,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.115187842804885,0.124690902507385,0.115314970545409,0.124602910656079,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +884.5003,-39.9912,21871.5,1164.03013561538,0.115560805736945,1298.54639598918,0.109357243254188,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.115560805736945,0.125075913656666,0.115686367889317,0.125007098412922,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +885.5003,-39.9856,21867,1163.79063966813,0.115933856497319,1298.71337668034,0.109691593831102,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.115933856497319,0.125471619560094,0.116038453641728,0.125353439087651,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +886.5004,-39.9776,21861.5,1163.49792239927,0.116292239929386,1298.80370194827,0.110012693414804,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.116292239929386,0.125866561552511,0.116405228547667,0.125738667205165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +887.5004,-39.9704,21870,1163.95030363296,0.116693000522578,1299.77515702306,0.110371639448334,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.116693000522578,0.126286712608275,0.116827024151746,0.126207005350871,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +888.5004,-39.9624,21851.5,1162.96570918316,0.117051383954646,1299.09245493485,0.110692520778923,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.117051383954646,0.126642695139158,0.117196274741597,0.126594950603919,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +889.5005,-39.9464,21845.5,1162.64638125349,0.117398525362621,1299.13935193084,0.111003238337925,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.117398525362621,0.127022358911366,0.117561001738759,0.126992350687853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +890.5005,-39.944,21839,1162.30044266302,0.117799110299187,1299.21840070907,0.111361671913966,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.117799110299187,0.127434106946014,0.117954968174813,0.127378776912341,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +891.5006,-39.9488,21833.5,1162.00772539416,0.118214186907433,1299.37352383179,0.11173293680182,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.118214186907433,0.127836688048536,0.118356159182456,0.127786814746965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +892.5006,-39.92,21833.5,1162.00772539416,0.118549734978065,1299.7634332821,0.112032966742277,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.118549734978065,0.12817815627022,0.118707074637461,0.128132040411426,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +893.5006,-39.9224,21822,1161.39568019563,0.118941361426683,1299.53366355317,0.112383025299601,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.118941361426683,0.128578445639711,0.119101118671474,0.128528871428332,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +894.5007,-39.9096,21814,1160.96990962274,0.119311206453624,1299.48663019618,0.112713501882641,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.119311206453624,0.128931372526552,0.119469205040901,0.128893100876852,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +895.5007,-39.8856,21809,1160.70380301469,0.119692600903753,1299.6314600764,0.113054184156217,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.119692600903753,0.129329370163011,0.119853012876349,0.129255742859544,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +896.5008,-39.8752,21797.5,1160.09175781616,0.120084315180685,1299.40058210027,0.113403963884826,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.120084315180685,0.129731951265533,0.120185232409137,0.12956186994069,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +897.5008,-39.8672,21788,1159.58615526086,0.120444982148895,1299.25248903136,0.113725911892161,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.120444982148895,0.13007800295328,0.120623502404753,0.13001620326233,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +898.5008,-39.8776,21778,1159.05394204475,0.120823741749628,1299.09517621225,0.114063898676432,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.120823741749628,0.130443152416289,0.120926803195801,0.130271719007097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +899.5009,-39.8624,21766.5,1158.44189684622,0.121218969159088,1298.86702941262,0.114416458787468,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.121218969159088,0.130841150052748,0.121410412655333,0.130787113234793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +900.5009,-39.8544,21766.5,1158.44189684622,0.121575903423987,1299.2805170195,0.114734752958974,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.121575903423987,0.131200952138683,0.121699968709851,0.131011413579936,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +901.5009,-39.836,21758,1157.98951561253,0.121959888809355,1299.21778817903,0.115077056737185,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.121959888809355,0.131527906051168,0.122153358456097,0.131469732844814,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +902.4997,-39.8384,21745,1157.29763843158,0.122336804015511,1298.877732812,0.115412943886959,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.122336804015511,0.131889235959124,0.122471964623245,0.131728851523905,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +903.5,-39.8256,21735,1156.76542521547,0.122702872424984,1298.70386561132,0.115739056976682,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.122702872424984,0.132241398934955,0.122925231343596,0.132194845275097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +904.5001,-39.812,21742,1157.13797446675,0.123075923185357,1299.55379892708,0.11607128093795,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.123075923185357,0.132598909287859,0.123155079058849,0.132338133000029,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +905.5001,-39.804,21725.5,1156.25982266017,0.123468296174638,1299.02125289921,0.116420593441918,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.123468296174638,0.132925863200344,0.123712329215882,0.132916129810693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +906.5001,-39.796,21717,1155.80744142648,0.123857068203077,1298.96236252886,0.116766579865139,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.123857068203077,0.133300943506489,0.124041800290346,0.133165812952449,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +907.5002,-39.7832,21715.5,1155.72760944406,0.124211543275206,1299.28231941887,0.117081939523876,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.124211543275206,0.133559145428031,0.124292118241371,0.133274114462904,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +908.5002,-39.7776,21710.5,1155.461502836,0.124628903419595,1299.46540287801,0.117453117612384,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.124628903419595,0.133973949106721,0.124866335254371,0.133981892878741,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +909.5003,-39.7704,21702,1155.00912160231,0.125007575192015,1299.39401121847,0.117789769137727,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.125007575192015,0.134282569154954,0.125139785972712,0.13414744391827,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +910.5003,-39.7672,21682.5,1153.9713058309,0.12540117777768,1298.68066670374,0.118139574557884,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.12540117777768,0.134568271872873,0.125331858858061,0.134474153520095,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +911.5003,-39.744,21671,1153.35926063237,0.125813926935626,1298.4679183801,0.118506264672664,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.125813926935626,0.134945643912049,0.1257328141089,0.134809262210482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +912.5004,-39.7464,21661,1152.82704741626,0.1261554034174,1298.26240865355,0.11880953388667,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.1261554034174,0.135187803702371,0.126044518773366,0.135064297508734,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +913.5004,-39.7336,21656.5,1152.58755146901,0.12659889248497,1298.50385897695,0.119203264418318,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.12659889248497,0.135571287029631,0.126255942942174,0.135236558592695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +914.5004,-39.7224,21648,1152.13517023532,0.126968957082695,1298.42057121839,0.119531689942424,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.126968957082695,0.135847822815424,0.126517796986759,0.135813885993506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +915.5005,-39.7096,21640,1151.70939966243,0.12735790476776,1298.38869570477,0.119876757639134,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.12735790476776,0.136164845884773,0.126489742801933,0.135983255924895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +916.5005,-39.7016,21613.5,1150.29903463974,0.127754186116979,1297.25455160129,0.120228209218769,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.127754186116979,0.136452076424713,0.126691602306442,0.136035232593828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +917.5006,-39.7016,21602,1149.68698944121,0.128145680823127,1297.01441143665,0.12057529440266,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.128145680823127,0.136716389634339,0.126889182605262,0.136502380702358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +918.5006,-39.6856,21603.5,1149.76682142363,0.128585700672326,1297.61039376618,0.120965256503053,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.128585700672326,0.137050982656928,0.126897979776426,0.136675093000308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +919.5006,-39.6808,21570.5,1148.01051781046,0.128957521836314,1296.05510922932,0.121294659868306,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.128957521836314,0.137287795070177,0.1272365787862,0.136228735047029,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +920.5007,-39.6728,21557.5,1147.31864062952,0.129363771699083,1295.74010732202,0.121654440266529,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.129363771699083,0.137544469169697,0.126817386507585,0.136465652938593,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +921.5007,-39.6624,21547.5,1146.78642741341,0.129764927519685,1295.59908504727,0.122009582339627,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.129764927519685,0.137798851536187,0.126872327469958,0.136504217093877,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +922.5007,-39.6544,21528,1145.74861164199,0.130161911495409,1294.88144102652,0.122360906969216,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.130161911495409,0.138066984300865,0.126655566762797,0.136727760144141,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +923.5008,-39.644,21521.5,1145.40267305152,0.130578305528353,1294.96741324623,0.12272927661604,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.130578305528353,0.138335117065543,0.126090465408857,0.136988631579339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +924.5008,-39.6256,21498.5,1144.17858265447,0.13097603604474,1294.03855793784,0.123081008620154,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.13097603604474,0.13852227526311,0.125685928877077,0.137107751334928,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +925.5009,-39.6304,21483.5,1143.3802628303,0.131389575657505,1293.60851037874,0.12344659021778,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.131389575657505,0.138727003413918,0.125887070053801,0.13727989700641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +926.5009,-39.62,21464,1142.34244705889,0.131775756750704,1292.87548748853,0.123787865414442,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.131775756750704,0.138945481962915,0.126078494064195,0.137318561398227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +927.5009,-39.6152,21444,1141.27802062667,0.132168349310767,1292.11885271756,0.124134687195905,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.132168349310767,0.139143334914629,0.126163392178268,0.137567223993286,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +928.5,-39.5968,21424.5,1140.24020485525,0.132586587738289,1291.42076281902,0.124504032616404,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.132586587738289,0.139348063065437,0.12632152250129,0.13763268398882,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +929.5,-39.5888,21403,1139.09594644062,0.133044788048323,1290.64672520152,0.124908511757343,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.133044788048323,0.139549735572204,0.12625493119269,0.137508268771264,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +930.5001,-39.5752,21376.5,1137.68558141792,0.133382048771062,1289.43241512474,0.125206126239972,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.133382048771062,0.139698698219247,0.126511033147957,0.137845222208865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +931.5001,-39.5888,21365,1137.0735362194,0.133791196968167,1289.20396567102,0.125567058693913,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.133791196968167,0.139811757048798,0.126390275230137,0.137467455810228,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +932.5001,-39.56,21344,1135.95588846557,0.13419880816979,1288.3998148311,0.125926505785909,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.13419880816979,0.139992040047271,0.12663300090489,0.137871810928059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +933.5002,-39.5544,21316,1134.46569146046,0.134612479525025,1287.17893112402,0.126291164902392,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.134612479525025,0.140142530516335,0.126003165113972,0.137535388287149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +934.5002,-39.5416,21287.5,1132.94888379454,0.135034582398328,1285.93616319639,0.12666311954261,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.135034582398328,0.140292257074389,0.126403143295841,0.137783587906386,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +935.5003,-39.5336,21265,1131.7514040583,0.135444872363504,1285.04132852819,0.127024532167403,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.135444872363504,0.14040684372596,0.126438839419171,0.137816344660558,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +936.5003,-39.5304,21240.5,1130.44748167883,0.135871234909998,1284.04277701543,0.127399964323356,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.135871234909998,0.140503860424291,0.126849035481762,0.138296502676215,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +937.5003,-39.5176,21216,1129.14355929936,0.136307039000162,1283.05377447356,0.127783564589683,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.136307039000162,0.140656642626387,0.126645896793865,0.138020277594849,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +938.5004,-39.5072,21174.5,1126.9348744525,0.136722071694252,1281.01174515215,0.128148744865422,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.136722071694252,0.140716991596215,0.126328315471519,0.137775278777694,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +939.5004,-39.5016,21146.5,1125.44467744739,0.137154186995262,1279.80412719083,0.128528814189388,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.137154186995262,0.140835397802839,0.126600734891538,0.138155387197054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +940.5004,-39.4832,21098.5,1122.89005401006,0.137582964820369,1277.38059680807,0.128905805289079,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.137582964820369,0.140921719747023,0.126389373779762,0.13784395315371,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +941.5005,-39.4912,21072.5,1121.50629964818,0.138038047225284,1276.31683920247,0.129305768559389,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.138038047225284,0.14099658302605,0.126324136701089,0.137706618124875,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +942.5005,-39.4728,21033.5,1119.43066810535,0.138452684691964,1274.41884943105,0.129670046318531,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.138452684691964,0.14109207190236,0.126512665186491,0.137959995296475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +943.5006,-39.4672,21000.5,1117.67436449218,0.138884580422191,1272.90209965332,0.130049345197112,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.138884580422191,0.14114019829602,0.126493730874067,0.137966003057519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +944.5006,-39.4544,20952.5,1115.11974105485,0.139327322949099,1270.48638934371,0.130438020659501,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.139327322949099,0.141179921668565,0.12638674358335,0.137775907459425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +945.5006,-39.4464,20914.5,1113.09733083363,0.139787675052807,1268.69461881835,0.13084199510605,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.139787675052807,0.141260132324665,0.12652303462212,0.137864385173009,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +946.5007,-39.436,20869,1110.67576070033,0.140202312519487,1266.39507080986,0.131205713783334,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.140202312519487,0.141326592582577,0.126386034838514,0.137914887437935,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +947.5007,-39.4304,20827.5,1108.46707585348,0.140656824040366,1264.38053429634,0.131604257928047,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.140656824040366,0.14139610848453,0.126452961543067,0.138117734900557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +948.5008,-39.4232,20776.5,1105.75278845131,0.141108349398596,1261.78373927257,0.132000026405346,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.141108349398596,0.141413678437771,0.126426662115261,0.138117821744817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +949.5008,-39.4152,20724,1102.95866906674,0.141553419375804,1259.08624010332,0.132389983418634,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.141553419375804,0.141446526611222,0.126337448983249,0.137963460848035,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +950.5008,-39.3968,20684.5,1100.8564268631,0.142007096527708,1257.1858517358,0.132787325336847,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.142007096527708,0.141469443941536,0.126420695320683,0.137983306016729,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +951.5009,-39.3936,20602.5,1096.492278491,0.142464506382923,1252.70350969891,0.133187776680383,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.142464506382923,0.141519862068228,0.126209908084832,0.138058098646607,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +952.5009,-39.3832,20562.5,1094.36342562656,0.142919413131211,1250.76920416937,0.133585877629997,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.142919413131211,0.141546598953595,0.125875179998312,0.138045483951227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +953.5,-39.3752,20487.5,1090.37182650573,0.143369664978899,1246.69806997429,0.133979748954337,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.143369664978899,0.141564168906836,0.125873861762286,0.138086329977498,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +954.5,-39.3624,20435,1087.57770712115,0.143815042355204,1243.98774113535,0.134369203623657,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.143815042355204,0.141567988461888,0.125864811053922,0.138105224631995,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +955.5,-39.3648,20375.5,1084.4110384853,0.144259804933316,1240.84796336472,0.134757969388239,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.144259804933316,0.141581738860077,0.125825890888746,0.138089904397409,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +956.5001,-39.3488,20280.5,1079.35501293225,0.14475941629303,1235.60181457728,0.135194498153934,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.14475941629303,0.14158708623715,0.125861551232298,0.13813452947582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +957.5001,-39.3416,20202.5,1075.20374984659,0.145201280536807,1231.32471116229,0.13558041241864,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.145201280536807,0.14158708623715,0.125780137121075,0.138093109787569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +958.5001,-39.328,20128.5,1071.26537204737,0.145635459803177,1227.27959707671,0.135959469785691,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.145635459803177,0.141595489258265,0.125871813074389,0.138262196556993,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +959.5002,-39.3176,20043.5,1066.74155971044,0.146101125519834,1222.59370222292,0.136365856563341,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.146101125519834,0.141580974949066,0.126192250762626,0.138149688925162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +960.5002,-39.3048,19923.5,1060.35500111712,0.146611671504543,1215.8154202191,0.136811220669836,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.146611671504543,0.141584030593108,0.125875501318177,0.138204550491357,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +961.5003,-39.2992,19783.5,1052.90401609157,0.147139168353702,1207.82743737556,0.137271163266296,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.147139168353702,0.141567988461888,0.125764058793937,0.138112716940759,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +962.5003,-39.2968,19574.5,1041.78075987487,0.14766745565768,1195.61787403872,0.137731583162058,"S190918-ERR-074","DP1180","A36R19W18","E191002-WEL-002",NA,0.00025,0.14766745565768,0.141461040920421,0.125654295784376,0.138014960559823,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R02T1.047W17.95-S","0.00025 mm/mm/s" +0,-44.8048,-1.5,-0.0798237916407461,-1.53124636050129e-06,-0.0798236694108557,-1.53124753284553e-06,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,-1.53124636050129e-06,NA,9.27277983466703e-06,4.78398627296037e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +0.25,-44.8024,-3.5,-0.186255513828408,1.25027351815494e-05,-0.186257842531773,1.25026570230656e-05,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,1.25027351815494e-05,NA,2.6291054449411e-05,1.60239556902217e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +0.5,-44.8048,-3,-0.159647583281492,8.90893169099247e-06,-0.159649005570906,8.90889200673556e-06,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,8.90893169099247e-06,NA,3.39896477885072e-05,3.70486103203397e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +0.750099999999975,-44.8024,-1.5,-0.0798237916407461,4.62448605046919e-06,-0.079824160784757,4.62447535763913e-06,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,4.62448605046919e-06,NA,3.13077919024782e-05,3.30394645901806e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +1.00029999999992,-44.8024,-5,-0.266079305469154,2.93723199642431e-07,-0.266079383622819,2.93723156403702e-07,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,2.93723199642431e-07,NA,1.71794006690838e-06,2.74926441811015e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +1.25029999999992,-44.8048,16.5,0.878061708048207,9.28872487605702e-06,0.878069864121837,9.28868173621752e-06,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,9.28872487605702e-06,NA,1.16065089339988e-05,2.6486854890959e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +1.50009999999997,-44.8,123.5,6.5721588450881,3.7394960207412e-05,6.57240461070659,3.73942610333989e-05,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,3.7394960207412e-05,NA,3.82296546411673e-05,3.6938248120144e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +1.75009999999997,-44.792,189,10.057797746734,5.46537789621163e-05,10.0583474433889,5.46522854987151e-05,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,5.46537789621163e-05,NA,5.61106860792256e-05,7.79797260097684e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +2.00009999999997,-44.8048,283,15.0600886895541,8.65989341614952e-05,15.061392877183,8.65951846901745e-05,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,8.65989341614952e-05,NA,9.01185272120193e-05,6.93137259631725e-05,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +2.25009999999997,-44.8,347,18.4659037995593,0.000107977465633888,18.4678977010522,0.000107971636486911,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000107977465633888,NA,0.000121198331710083,0.000137153301386969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +2.50009999999997,-44.7944,448.5,23.8673137005831,0.000114992323845489,23.8700582584495,0.000114985712735028,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000114992323845489,NA,0.000127754132366562,0.000163010803754198,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +2.75009999999997,-44.7888,511.5,27.2199129494944,0.00013419109213139,27.2235656193408,0.000134182089312094,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00013419109213139,NA,0.000144610108923721,0.000139023624481189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +3.00040000000001,-44.7888,603.5,32.1157721701269,0.000158481709576608,32.1208619326048,0.000158469152677092,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000158481709576608,NA,0.000186572833854789,0.000197701972287106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +3.25019999999995,-44.7864,662.5,35.2555079746629,0.00018322142617658,35.2619675391146,0.000183204643181016,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00018322142617658,NA,0.000209524157568608,0.000237561801557885,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +3.50040000000001,-44.7784,751.5,39.9917196120138,0.000208061726870008,40.0000403582568,0.000208040085030792,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000208061726870008,NA,0.000236382881556067,0.000263401090175909,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +3.75019999999995,-44.776,814,43.3177109303782,0.000222802590481647,43.3273622285872,0.00022277777367051,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000222802590481647,NA,0.000247440148007436,0.000230748336667647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +4.00019999999995,-44.7784,912.5,48.5594732481205,0.000232576011575998,48.5707670167328,0.00023254896996816,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000232576011575998,NA,0.000261148561149612,0.00029114576121642,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +4.25019999999995,-44.792,970,51.6193852610158,0.000277073444034786,51.633687621869,0.000277035066276828,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000277073444034786,NA,0.000287752514111979,0.000318438888882984,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +4.50040000000001,-44.768,1067,56.7813237871174,0.000273341685930701,56.7968444898907,0.000273304334898236,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000273341685930701,NA,0.000294402366092535,0.00029875026325966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +4.75019999999995,-44.7784,1132.5,60.2669626887633,0.000292545306958047,60.2845935058625,0.000292502523923461,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000292545306958047,NA,0.000319756307807731,0.000358368636974296,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +5.00049999999999,-44.7784,1238,65.8812360341625,0.000338315481127141,65.9035246762286,0.000338258265349078,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000338315481127141,NA,0.000353143233899988,0.00039154737384904,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +5.25019999999995,-44.7704,1307,69.5531304496368,0.000354470698265347,69.5777849963538,0.000354407888369883,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000354470698265347,NA,0.000372897018761767,0.000418157921444711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +5.50019999999995,-44.752,1405.5,74.7948927673791,0.000384178298540793,74.823627342022,0.000384104520953453,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000384178298540793,NA,0.000382739273825252,0.00040133476212434,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +5.75019999999995,-44.7632,1478,78.6530426966818,0.000396649843829932,78.6842404137842,0.000396571199076215,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000396649843829932,NA,0.000396411970010893,0.000419647943444553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +6.00029999999992,-44.768,1565.5,83.309430542392,0.000415381425470634,83.3440357324058,0.000415295178489052,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000415381425470634,NA,0.000437539422759313,0.00047364748907482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +6.25029999999992,-44.76,1633,86.9015011662256,0.000430446981594842,86.9389076550987,0.000430354365869283,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000430446981594842,NA,0.00045674324906731,0.00048406830928133,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +6.50029999999992,-44.752,1721.5,91.6111048730296,0.000459179622015586,91.6531708255376,0.000459074231313997,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000459179622015586,NA,0.000484100875058149,0.000526158454458202,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +6.75029999999992,-44.752,1772.5,94.325113788815,0.00047564364996731,94.3699789302211,0.000475530567383038,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00047564364996731,NA,0.000466304853869768,0.000462030255626258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +7.00029999999992,-44.7496,1866,99.3007968010882,0.000500785261783388,99.3505251766095,0.000500659910691685,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000500785261783388,NA,0.000503432303353386,0.000528842654650439,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +7.25029999999992,-44.7472,1931.5,102.786435702734,0.000549978824401233,102.842966065806,0.000549827641476641,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000549978824401233,NA,0.000543788289635966,0.000581475922326826,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +7.50029999999992,-44.7496,2022.5,107.629079062273,0.000503427800031818,107.683262532765,0.000503301122770295,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000503427800031818,NA,0.000518939735990496,0.000532402447256053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +7.75029999999992,-44.7472,2084.5,110.92846245009,0.000547905380366795,110.989240751502,0.000547755335018437,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000547905380366795,NA,0.000559977559768877,0.000582571317738335,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +8.00029999999992,-44.7392,2167,115.318770990331,0.00058179957295874,115.385863402047,0.000581630393203086,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00058179957295874,NA,0.000593337256301089,0.000590569618234556,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +8.25059999999996,-44.7368,2231,118.724586100336,0.00061876863893845,118.798049150886,0.000618577280557879,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00061876863893845,NA,0.000649284465767474,0.000648039852257963,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +8.50040000000001,-44.7368,2313,123.088286710031,0.000609874887504665,123.163355165041,0.000609688989394761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000609874887504665,NA,0.000608931999252981,0.000629741319967565,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +8.75040000000001,-44.7312,2376,126.440885958942,0.000618177486809408,126.519048868054,0.00061798649381454,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000618177486809408,NA,0.000589777163082038,0.000611578660420488,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +9.00040000000001,-44.7368,2463,131.070665874105,0.000654392172087108,131.156437491843,0.000654178150893843,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000654392172087108,NA,0.000656652774486563,0.000688822884993572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +9.25040000000001,-44.7232,2514,133.78467478989,0.000672276729781712,133.874615113553,0.000672050853009855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000672276729781712,NA,0.000682860281497792,0.000683496153557781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +9.50040000000001,-44.7288,2596.5,138.174983330132,0.000691815631121046,138.27057494343,0.000691576436999816,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000691815631121046,NA,0.00070967175408797,0.00069965045952894,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +9.75040000000001,-44.7264,2650,141.022031898651,0.000712594187298188,141.122523378863,0.000712340412612168,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000712594187298188,NA,0.000738758465174019,0.00074204347883336,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +10.0004,-44.7208,2747.5,146.2105783553,0.000730028763521512,146.31731628303,0.000729762422140374,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000730028763521512,NA,0.000747597087131221,0.00077439896737817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +10.2504,-44.7152,2795,148.738331757257,0.000750458804637356,148.849953747911,0.000750177351232681,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000750458804637356,NA,0.00073896718007169,0.000752188484405502,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +10.5004,-44.7128,2885.5,153.554367186249,0.00075464098537122,153.67024560521,0.000754356387033459,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00075464098537122,NA,0.000757059000357567,0.000754257142740577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +10.7505,-44.7264,2953,157.146437810082,0.000789505726234764,157.27050582259,0.000789194230529919,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000789505726234764,NA,0.000797573110393209,0.000823920572298256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +11.0006999999999,-44.7104,3035,161.510138419776,0.000797967142529371,161.63901820342,0.000797648936016697,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000797967142529371,NA,0.000790119302625837,0.00080196113140719,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +11.2506999999999,-44.7128,3091,164.490226641031,0.000831217243995809,164.626953753884,0.000830871974258542,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000831217243995809,NA,0.000879347961407589,0.00088090547863477,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +11.5005,-44.7152,3183,169.386085861663,0.000857413224161365,169.53131973167,0.000857045855419172,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000857413224161365,NA,0.000857426727987395,0.000874251269379794,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +11.7505,-44.708,3244,172.632253388387,0.000857708800225886,172.780321591321,0.000857341178226359,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000857708800225886,NA,0.000884772498603089,0.000898889078179786,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +12.0005,-44.7104,3339.5,177.714368122848,0.000864352644302797,177.867976006866,0.000863979306670747,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000864352644302797,NA,0.000872434258461903,0.000887443320459368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +12.2505,-44.6944,3398.5,180.854103927384,0.000889944237590155,181.015053995019,0.000889548472006042,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000889944237590155,NA,0.000909247555493916,0.000941834742545302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +12.5005,-44.7024,3485.5,185.483883842547,0.00091362561541573,185.653346670072,0.000913208513563689,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00091362561541573,NA,0.00092734802729008,0.000929537417004106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +12.7507999999999,-44.6968,3545,188.65022757763,0.000933751257301158,188.826379964821,0.000933315582782512,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000933751257301158,NA,0.000970379084355734,0.000966142441038283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +13.0005,-44.6968,3627,193.013928187324,0.000967107236760839,193.20059335407,0.000966639889849163,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000967107236760839,NA,0.000973701800267188,0.000982241591578674,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +13.2507999999999,-44.7,3680,195.834368825297,0.000978555294782071,196.026003583811,0.000978076821665767,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.000978555294782071,NA,0.00100420937388648,0.00100050079320625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +13.5006,-44.684,3765,200.357717018273,0.00100562917997498,200.55920258494,0.00100512387368991,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00100562917997498,NA,0.00101151477543775,0.00101532643962301,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +13.7506,-44.692,3831,203.869963850466,0.00106717958672299,204.087529714233,0.00106661055539092,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00106717958672299,NA,0.00107660742173676,0.00107165973930818,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +14.0006,-44.6784,3914.5,208.3134882518,0.00105269635956177,208.53277910253,0.00105214266329775,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00105269635956177,NA,0.00105799356824159,0.00105792969383358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +14.2506,-44.6784,3968.5,211.187144750867,0.00105581093719669,211.41011844809,0.00105525396083588,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00105581093719669,NA,0.00104611938902698,0.00104765367643385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +14.5006,-44.6816,4054.5,215.763708804937,0.00108293334980311,215.997366520879,0.0010823474004742,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00108293334980311,NA,0.00110685416077879,0.00114285067246555,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +14.7506,-44.6896,4113.5,218.903444609473,0.00111206744428162,219.146880003664,0.00111144955532843,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00111206744428162,NA,0.001106760465857,0.00113611233675222,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +15.0009,-44.676,4199,223.453400732995,0.00112171998800052,223.704052878984,0.00112109133020949,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00112171998800052,NA,0.00113762024375241,0.00115692095294362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +15.2507999999999,-44.6816,4258,226.593136537531,0.00112965201432891,226.849107930654,0.00112901443760688,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00112965201432891,NA,0.00113497423516052,0.00113033065620625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +15.5009,-44.668,4353.5,231.675251271992,0.00114185886463495,231.939791711373,0.00114120743964476,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00114185886463495,NA,0.00116302257984125,0.00116397881647921,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +15.7506,-44.6864,4406.5,234.495691909965,0.00116686371737621,234.769316424736,0.00116618346103503,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00116686371737621,NA,0.0012103699137153,0.00122434133351306,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +16.0006,-44.6632,4490,238.9392163113,0.001182467486633,239.22175416587,0.00118176892258646,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.001182467486633,NA,0.00119726736887239,0.00119264124017251,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +16.2509,-44.6632,4544.5,241.839480740914,0.00120885757645278,242.131830229493,0.00120812749644869,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00120885757645278,NA,0.00122038922778121,0.0012254959647559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +16.5006999999999,-44.6632,4631.5,246.469260656077,0.00123799608251423,246.774388635229,0.00123723039724245,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00123799608251423,NA,0.00125818927602577,0.00125756583696436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +16.7506999999999,-44.6632,4687.5,249.449348877332,0.00125877905027448,249.763350491803,0.00125798745215424,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00125877905027448,NA,0.00128338870072411,0.00130430701915666,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +17.0006999999999,-44.6472,4766.5,253.653401903744,0.00126366708429652,253.97393535855,0.0012628693290405,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00126366708429652,NA,0.00127495007051574,0.00125838906214176,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +17.2506999999999,-44.6552,4819,256.44723461117,0.00126156717076362,256.770760023389,0.00126077206355099,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00126156717076362,NA,0.00129578039898489,0.00131737990562933,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +17.5006999999999,-44.6576,4914.5,261.529349345631,0.00130360955725355,261.87028150494,0.00130276059604394,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00130360955725355,NA,0.0013180024316742,0.00131047280435411,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +17.7506999999999,-44.66,4973.5,264.669085150167,0.00131390619209811,265.016835500003,0.00131304377270013,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00131390619209811,NA,0.00133632180370376,0.00132606813531466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +18.0006999999999,-44.652,5052.5,268.87313817658,0.00131710458981106,269.227272220949,0.00131623796843133,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00131710458981106,NA,0.00135500892861988,0.00137253552890615,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +18.2506999999999,-44.6448,5107,271.773402606194,0.00134821948507992,272.139812803114,0.00134731145324922,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00134821948507992,NA,0.00133768226312615,0.00132558788409799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +18.5006999999999,-44.6552,5194,276.403182521357,0.00137454781273718,276.783111911325,0.00137360398668277,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00137454781273718,NA,0.0013783696981175,0.00138387544148174,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +18.7507999999999,-44.6448,5248,279.276839020424,0.0013882810707795,279.664553769543,0.00138731829957542,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0013882810707795,NA,0.00139035660543212,0.00140314641162594,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +19.0007999999999,-44.6416,5328.5,283.560715838477,0.00140993753198399,283.960518734334,0.00140894450335796,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00140993753198399,NA,0.00142157512639117,0.00140792193427509,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +19.2507999999999,-44.6448,5386,286.620627851372,0.00143321304416886,287.031416273936,0.00143218697462095,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00143321304416886,NA,0.00148637469969908,0.00149205353633418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +19.5007999999999,-44.6368,5468,290.984328461066,0.00145725617180457,291.408367169614,0.00145619540444415,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00145725617180457,NA,0.00148890881527667,0.0014864693471283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +19.7506999999999,-44.6368,5524.5,293.991024612868,0.00146107660272814,294.420568020342,0.00146001026884587,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00146107660272814,NA,0.00148742224668417,0.00148143144544152,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +20.0006999999999,-44.6264,5595,297.742742819983,0.00147707741445943,298.182531900722,0.00147598760863503,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00147707741445943,NA,0.00149864203829768,0.00150662230894884,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +20.2506999999999,-44.6336,5660.5,301.228381721629,0.0015066306093278,301.682221621929,0.00150549678012971,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0015066306093278,NA,0.00152968205323407,0.00151784029537265,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +20.5006999999999,-44.6264,5741,305.512258539682,0.00153107960260454,305.980022127078,0.00152990869524558,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00153107960260454,NA,0.001550950991158,0.00156009177655878,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +20.7506999999999,-44.6288,5800.5,308.678602274765,0.00153507649685008,309.152447542198,0.00153389947131996,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00153507649685008,NA,0.00157729553878479,0.00154472935857308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +21.0007999999999,-44.6232,5889,313.388205981569,0.00154979794949609,313.873894380595,0.00154859825201977,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00154979794949609,NA,0.00158228002508073,0.00160121239317501,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +21.2497999999999,-44.6184,5945.5,316.394902133371,0.00157982318375126,316.894750134982,0.00157857657587917,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00157982318375126,NA,0.00160359272729458,0.00160643450511092,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +21.5001,-44.6152,6019.5,320.332875854314,0.0016048721523231,320.846969166246,0.00160358572119828,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0016048721523231,NA,0.00162630661153232,0.00164447280868027,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +21.7501,-44.608,6081.5,323.632259242132,0.00160685736469671,324.152290121349,0.00160556775070055,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00160685736469671,NA,0.00160831677236053,0.00160967225405554,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +22.0001,-44.6128,6170.5,328.368470879483,0.00162760503979259,328.902925057595,0.00162628192618612,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00162760503979259,NA,0.00163396454488118,0.00164298292796227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +22.2498999999999,-44.6024,6223,331.162303586909,0.00165804055127143,331.711384115309,0.00165666751952192,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00165804055127143,NA,0.00167715674758665,0.00168400245875778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +22.5001,-44.6104,6305.5,335.55261212715,0.00169003335156779,336.119707232851,0.00168860685219785,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00169003335156779,NA,0.00169756674545179,0.00168224242044113,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +22.7498999999999,-44.6152,6358,338.346444834576,0.00167653831901044,338.913695614442,0.00167513449746433,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00167653831901044,NA,0.00168260693811653,0.00169914662160638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +22.9998999999999,-44.5968,6445,342.976224749739,0.001707785561771,343.561954594397,0.0017063289541551,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.001707785561771,NA,0.00169894089583756,0.00169941981703849,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +23.2501999999999,-44.608,6496,345.690233665524,0.0017409474315763,346.292062189945,0.00173943373918124,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0017409474315763,NA,0.00175204319612622,0.00174832535319761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +23.5001999999999,-44.6,6578,350.053934275219,0.00174292823236697,350.664053160118,0.00174141109553989,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00174292823236697,NA,0.00173078741431483,0.00175101270014994,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +23.7501999999999,-44.5968,6635.5,353.113846288114,0.00175672325257195,353.734169592693,0.00175518201902873,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00175672325257195,NA,0.00178606479642382,0.00177313978276491,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +24,-44.5968,6698.5,356.466445537025,0.00178317069297146,357.102086055734,0.00178158273156851,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00178317069297146,NA,0.00180503414559002,0.00180343585965547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +24.2501999999999,-44.5896,6751,359.260278244451,0.00180149640897145,359.907484345594,0.00179987566053871,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00180149640897145,NA,0.00181145655648679,0.00181324996262168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +24.5,-44.5944,6823,363.091820243207,0.00182784679454376,363.755496462964,0.00182617831543176,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00182784679454376,NA,0.00183385258340755,0.00183593778786682,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +24.7501999999999,-44.5896,6884,366.337987769931,0.00182098678289711,367.005084403733,0.00181933079651347,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00182098678289711,NA,0.00183049288904505,0.00182849643359535,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +25.0001999999999,-44.5968,6953,370.009882185405,0.00182889675131029,370.686592056887,0.0018272263559904,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00182889675131029,NA,0.00184514328248593,0.00182937718501884,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +25.2501999999999,-44.5864,7015.5,373.33587350377,0.00187339197797737,374.035277934283,0.00187163936776841,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00187339197797737,NA,0.00185790412891598,0.00190681208197779,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +25.5001999999999,-44.5864,7097.5,377.699574113464,0.00188532531013425,378.411660680167,0.00188355031498382,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00188532531013425,NA,0.0018957076351009,0.00192529329123793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +25.7502999999999,-44.5784,7148.5,380.413583029249,0.00189441758280536,381.134245209678,0.00189262543684119,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00189441758280536,NA,0.00189340061352299,0.00189323083528831,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +26.0002999999999,-44.568,7237,385.123186736053,0.00192672360549851,385.865212670962,0.00192486985430139,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00192672360549851,NA,0.00195244268617306,0.00197658041732617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +26.25,-44.5712,7283.5,387.597724276916,0.00195289752774886,388.354662914417,0.00195099310240064,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00195289752774886,NA,0.00196694927537405,0.00195342924729088,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +26.5001,-44.576,7367.5,392.067856608798,0.00195709294323173,392.835169844235,0.00195518033186978,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00195709294323173,NA,0.00196572914262448,0.00197538178699962,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +26.7502999999999,-44.568,7415,394.595610010755,0.00199432670419454,395.382562573157,0.00199234067478239,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00199432670419454,NA,0.00201808501097048,0.00203266112314296,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +27.0001,-44.568,7512,399.757548536857,0.00198792108560243,400.552234996722,0.00198594778522531,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00198792108560243,NA,0.00202093211042958,0.0020444097950075,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +27.2502999999999,-44.576,7556,402.099046424985,0.00201504790979196,402.909295268013,0.00201302042394984,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00201504790979196,NA,0.00201567301541881,0.00201236212924664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +27.5002999999999,-44.56,7625.5,405.797548771006,0.00203889692777345,406.624928146493,0.00203682119841893,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00203889692777345,NA,0.00206830113507249,0.00205538889934691,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +27.7501,-44.5656,7681.5,408.777636992261,0.00204245266371391,409.612545965803,0.00204036969303598,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00204245266371391,NA,0.00205976074587574,0.00206162399137529,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +28.0002999999999,-44.5552,7770,413.487240699065,0.0020724205473892,414.344160152773,0.00207027604628756,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0020724205473892,NA,0.00209254400518362,0.00208164132998352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +28.2504,-44.5552,7809.5,415.589267212271,0.00207823942543554,416.452961212179,0.00207608287325174,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00207823942543554,NA,0.00208702782860988,0.00209993451920992,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +28.5004,-44.5528,7878.5,419.261161627745,0.00210253842488846,420.142674330131,0.00210033118430505,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00210253842488846,NA,0.00213573949294763,0.00214824948296213,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +28.7501,-44.5576,7941,422.58715294611,0.00213097990082763,423.487677675386,0.00212871258365888,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00213097990082763,NA,0.00214700682276819,0.00212748895977718,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +29.0004,-44.5496,8020,426.791205972523,0.0021474262824471,427.707708625346,0.00214512385822941,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0021474262824471,NA,0.00215334644733895,0.00215215555199966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +29.2504,-44.5528,8066,429.239135582839,0.002131015193492,430.153850702407,0.00212874780127457,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.002131015193492,NA,0.00215617697508647,0.00216092267097553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +29.5004,-44.5448,8142,433.28354102597,0.00217094002011676,434.224173605241,0.00216858693482068,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00217094002011676,NA,0.00214566494696646,0.00218029093193938,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +29.7504,-44.5496,8196,436.157197525037,0.00219745363426204,437.115632743848,0.00219504276422865,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00219745363426204,NA,0.00220595152477376,0.00221388527896417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +30.0004,-44.5496,8281.5,440.707153648559,0.00218854223649615,441.671659868245,0.00218615086637651,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00218854223649615,NA,0.00221589103426146,0.00222379204070602,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +30.2501999999999,-44.5416,8324.5,442.995435675594,0.00225908344950498,443.996199332535,0.00225653555703524,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00225908344950498,NA,0.00226106004780534,0.0022930991707784,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +30.5004,-44.5416,8411.5,447.625215590757,0.00226627432988052,448.639657126258,0.0022637102034898,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00226627432988052,NA,0.00226065703653851,0.00226686338852695,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +30.7501999999999,-44.5344,8469,450.685127603653,0.00224337821383821,451.69618480022,0.00224086559806306,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00224337821383821,NA,0.00227797172223916,0.00227439914951028,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +31.0001999999999,-44.5208,8544.5,454.702925116237,0.00229442022975517,455.746204706153,0.00229179206696542,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00229442022975517,NA,0.00233179373118364,0.00232869054725745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +31.2505,-44.5312,8600.5,457.683013337491,0.00230372866999587,458.737390817087,0.00230107915549814,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00230372866999587,NA,0.0023352782067736,0.0023407343981858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +31.5001999999999,-44.5344,8676,461.700810850075,0.00233558029963479,462.779150168222,0.00233285707135471,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00233558029963479,NA,0.00232450889842739,0.00234292179743962,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +31.7502999999999,-44.5288,8724,464.255172182579,0.00230377278582644,465.324710613932,0.0023011231699304,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00230377278582644,NA,0.00234494117543282,0.00233308134597596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +32.0005,-44.5288,8802.5,468.432617278445,0.00238282835412649,469.548811800894,0.00237999392039698,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00238282835412649,NA,0.00237961075376582,0.0024064399375777,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +32.2502999999999,-44.5184,8853.5,471.14662619423,0.00239116624609575,472.273216103748,0.00238831195723486,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00239116624609575,NA,0.00240011802759298,0.00240711735793054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +32.5002999999999,-44.5208,8912.5,474.286361998766,0.00239932767474273,475.424330392863,0.00239645388395657,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00239932767474273,NA,0.00239867305140458,0.00240723522657717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +32.7502999999999,-44.5264,8962,476.920547122911,0.00240969489491618,478.069780130594,0.00240679623582832,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00240969489491618,NA,0.00242031132382007,0.0024394273794182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +33.0002999999999,-44.5152,9041,481.124600149324,0.00242941467116074,482.293451311583,0.00242646841416038,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00242941467116074,NA,0.00241772837811072,0.002434806809385,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +33.2506,-44.5232,9097,484.104688370578,0.00246161922744359,485.296369779567,0.00245859440578894,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00246161922744359,NA,0.00245408746597934,0.0024850161884365,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +33.5006,-44.5024,9173,488.149093813709,0.00248111842453546,489.36024952429,0.00247804553197455,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00248111842453546,NA,0.00247240372860372,0.00248523003854045,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +33.7502999999999,-44.5104,9226.5,490.996142382229,0.00247401577582106,492.21087458435,0.00247096043705808,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00247401577582106,NA,0.00247445940385228,0.00249821174126369,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +34.0006,-44.508,9322.5,496.104865047237,0.00250207344403473,497.346155855528,0.00249894846979958,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00250207344403473,NA,0.00249449797240593,0.00253030310381879,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +34.2506,-44.508,9358.5,498.020636046615,0.00251729340556569,499.274300109571,0.00251413032966889,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00251729340556569,NA,0.00251720507806201,0.00252841012642865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +34.5006,-44.4944,9427,501.665922531542,0.00254482168381299,502.94257284923,0.0025415891081695,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00254482168381299,NA,0.00253650160257882,0.00255678346065835,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +34.7504,-44.5024,9485,504.752442474985,0.00255748292717356,506.043338229064,0.00255421813296436,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00255748292717356,NA,0.00259193729401168,0.00260636585950567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +35.0004,-44.4968,9564,508.956495501397,0.00259617251054378,510.27783436408,0.00259280827618859,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00259617251054378,NA,0.00258562518293807,0.00259870830234641,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +35.2504,-44.4944,9618,511.830152000464,0.00260367220173284,513.162789939236,0.00260028851932644,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00260367220173284,NA,0.00260672604302016,0.0026211292725368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +35.5006,-44.4968,9692,515.768125721408,0.00262850941431819,517.123827095472,0.00262506092505009,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00262850941431819,NA,0.00262632130926168,0.00262162841392734,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +35.7506,-44.4864,9738,518.216055331724,0.00263680319045688,519.582489079769,0.0026333329238591,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00263680319045688,NA,0.00265883526705187,0.00267888232006862,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +36.0006999999999,-44.484,9820,522.579755941418,0.00265617004005719,523.96781663269,0.00265264865463697,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00265617004005719,NA,0.00265874656704933,0.00268114531070474,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +36.2504,-44.4864,9853,524.335879357514,0.00267518396301326,525.738574293204,0.0026716120273671,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00267518396301326,NA,0.00268346380836941,0.00270368226681349,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +36.5004,-44.4784,9930.5,528.460108592286,0.00268638938396644,529.879758217858,0.00268278748929094,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00268638938396644,NA,0.00273143871099673,0.00272827159791289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +36.7506999999999,-44.4816,9976.5,530.908038202602,0.00271766750780842,532.35086972766,0.00271398132650007,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00271766750780842,NA,0.00273446724419229,0.00273153479005909,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +37.0006999999999,-44.4864,10055.5,535.112091229015,0.00272966701371123,536.572769053081,0.00272594823851644,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00272966701371123,NA,0.00275816796057949,0.00277123319454649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +37.2506999999999,-44.468,10092,537.05447015894,0.00276381266653728,538.538788106186,0.00276000035902979,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00276381266653728,NA,0.0027939354552923,0.00281320424569168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +37.5005,-44.476,10178.5,541.657642143556,0.00279398789461611,543.171027038731,0.00279009196553721,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00279398789461611,NA,0.00283178986106393,0.00284132860465155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +37.7505,-44.4712,10238,544.823985878639,0.00277837089061032,546.33770898151,0.0027745183524111,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00277837089061032,NA,0.00278428023779491,0.00280147278409678,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +38.0006999999999,-44.484,10297,547.963721683175,0.00278556177098586,549.490108478183,0.00278168928349766,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00278556177098586,NA,0.00278512640264418,0.00279880050178422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +38.2507999999999,-44.4712,10351.5,550.863986112789,0.00282954525401883,552.422680690304,0.0028255496262783,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00282954525401883,NA,0.00282308534378554,0.00286590465986089,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +38.5005,-44.4712,10418.5,554.429448806076,0.00286289682189557,556.016723113028,0.00285880653763737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00286289682189557,NA,0.00285800846359388,0.00288107270022913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +38.7505,-44.46,10470,557.170065652408,0.00283880957842912,558.751765371596,0.00283478776815558,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00283880957842912,NA,0.0028585836715721,0.00284397293368781,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +39.0005,-44.4632,10534,560.575880762413,0.00289095449010923,562.19648012195,0.0028867837175861,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00289095449010923,NA,0.00288022039176834,0.00289177771228868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +39.2507999999999,-44.4576,10583.5,563.210065886558,0.0029207326757134,564.855051929284,0.00291647562315925,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0029207326757134,NA,0.00294962934271242,0.00295616564238874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +39.5007999999999,-44.4632,10646,566.536057204922,0.00290343927014768,568.180960241365,0.00289923243125033,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00290343927014768,NA,0.00291175959023592,0.00292208392646475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +39.7506,-44.4576,10697,569.250066120707,0.00291954154828911,570.912015340113,0.00291528796386299,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00291954154828911,NA,0.00294822290877545,0.00296477333227665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +40.0006,-44.4576,10757.5,572.469625716884,0.00296162805060961,574.165067818529,0.00295725107011707,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00296162805060961,NA,0.00296563440751069,0.00298345520726942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +40.2506,-44.4472,10813.5,575.449713938139,0.00298699465316133,577.168579156835,0.00298254244823718,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00298699465316133,NA,0.00298274986753021,0.00298446399245905,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +40.5007999999999,-44.4472,10889,579.467511450723,0.00297636273800493,581.192216959689,0.00297194213979445,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00297636273800493,NA,0.00298040166795195,0.00300125685283034,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +40.7507999999999,-44.4472,10936.5,581.99526485268,0.00302334609751353,583.754837965444,0.00301878497761775,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00302334609751353,NA,0.00303829268916218,0.00306928262214039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +41.0007999999999,-44.4392,11014,586.119494087452,0.0030056556494733,587.881167456122,0.00300114769717437,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0030056556494733,NA,0.00303081985924846,0.00303535390195546,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +41.2509,-44.4368,11061.5,588.647247489409,0.00303525737175519,590.433943386715,0.00303066027799148,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00303525737175519,NA,0.00308013018685757,0.00309881250918297,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +41.5009,-44.4344,11124,591.973238807773,0.00307994670807666,593.796484835908,0.00307521338863838,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00307994670807666,NA,0.00309878353444283,0.00312820456452149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +41.7509,-44.4496,11162,593.995441529339,0.00307509396671897,595.822033327844,0.00307037553587101,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00307509396671897,NA,0.00308821866431861,0.0031122790146031,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +42.0009,-44.4264,11232.5,597.747159736454,0.00309529901709933,599.59736593246,0.00309051844143049,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00309529901709933,NA,0.00314647735830036,0.00316127691248581,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +42.2509,-44.4232,11280.5,600.301521068958,0.00313275335721469,602.182117674428,0.00312785650982745,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00313275335721469,NA,0.00314401469100947,0.00318640793619268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +42.5006999999999,-44.4232,11356,604.319318581542,0.00316698724170172,606.233190153404,0.00316198290061298,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00316698724170172,NA,0.00318411362904063,0.00322630291763547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +42.7509,-44.4288,11405.5,606.953503705686,0.00317995729587613,608.883589928053,0.00317491192488761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00317995729587613,NA,0.00319777663883239,0.00320439550678096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +43.0014,-44.4288,11477.5,610.785045704442,0.00316963419153326,612.721010868984,0.00316462149057168,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00316963419153326,NA,0.00317725798891722,0.0031910972792383,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +43.2509,-44.4184,11525.5,613.339407036946,0.0031740016587553,615.286147332261,0.00316897514878264,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0031740016587553,NA,0.00321553388750916,0.00320361265524232,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +43.5006999999999,-44.4208,11593,616.93147766078,0.00325654237766677,618.940541161899,0.00325125132744552,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00325654237766677,NA,0.00327352015909692,0.00330500889154551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +43.7506999999999,-44.4208,11637,619.272975548908,0.00323077873264039,621.27370950801,0.00322557098074547,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00323077873264039,NA,0.00324998224114957,0.00325307385231058,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +44.001,-44.4184,11685,621.827336881412,0.0032591893274983,623.853989901323,0.00325388968187227,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0032591893274983,NA,0.00325363459200915,0.00328159827443337,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +44.251,-44.4128,11726,624.009187186259,0.00326002752827835,626.043474314385,0.00325472515932305,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00326002752827835,NA,0.00322905527828014,0.00323421966598961,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +44.5007999999999,-44.3944,11793.5,627.601257810093,0.00327489456316491,629.656585757131,0.00326954377496048,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00327489456316491,NA,0.00328173911700892,0.00331414308933522,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +44.7507999999999,-44.4048,11834.5,629.78310811494,0.0033928161781573,631.919846432883,0.00338707356277437,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0033928161781573,NA,0.00335205267104444,0.00338349199496518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +45.001,-44.408,11908,633.694473905336,0.00338324304293349,635.838416325522,0.0033775327520995,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00338324304293349,NA,0.00338354221942868,0.00342931089926196,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +45.251,-44.4048,11957.5,636.328659029481,0.00338478709700188,638.482496064016,0.00337907159868784,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00338478709700188,NA,0.00338799003005509,0.00342118959569491,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +45.4997999999999,-44.408,12023.5,639.840905861674,0.00340812437134941,642.021563246728,0.00340232987732272,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00340812437134941,NA,0.00341094131257033,0.00346377055625792,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +45.751,-44.4024,12074.5,642.554914777459,0.00344227002417546,644.766762299484,0.00343635897378606,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00344227002417546,NA,0.00344670140755827,0.00346776769381765,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +46,-44.3944,12137,645.880906095824,0.00343679966119043,648.100669375063,0.00343090736181035,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00343679966119043,NA,0.00343835621682726,0.00341777086138745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +46.2497999999999,-44.4,12174.5,647.876500886842,0.0034603575146905,650.118385205277,0.00345438425340593,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0034603575146905,NA,0.00347589256051715,0.00348896099622614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +46.5001,-44.3976,12235.5,651.122668413566,0.0035203109283735,653.414822658894,0.00351412913749319,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0035203109283735,NA,0.00352222317892374,0.00354798044620626,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +46.7501,-44.3944,12280,653.490774232242,0.00351898745345782,655.790400067716,0.00351281030440734,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00351898745345782,NA,0.0035488884790364,0.003589441753768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +47.0001,-44.3792,12347,657.056236925528,0.0035314281176657,659.376583795494,0.00352520726674725,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0035314281176657,NA,0.00350729373068793,0.00353218848302736,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +47.2501,-44.3864,12388.5,659.264695160922,0.00355163316804606,661.606161518777,0.00354534101284952,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00355163316804606,NA,0.00353617734386492,0.00357152779798436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +47.5001,-44.3864,12451,662.590686479287,0.00358516119924476,664.966180899434,0.003578749828129,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00358516119924476,NA,0.00357892697786942,0.00359117484547235,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +47.7501,-44.3792,12490.5,664.692712992493,0.00360748380949012,667.090581192899,0.00360099244674541,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00360748380949012,NA,0.00362058094660619,0.00364113341625606,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +48.0001,-44.376,12557.5,668.25817568578,0.00362323316098746,670.679430868026,0.00361668506380688,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00362323316098746,NA,0.00362233491392883,0.00363543097101248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +48.2501,-44.3816,12607,670.892360809924,0.00361970389454562,673.320792501169,0.00361316853237281,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00361970389454562,NA,0.0036054457352687,0.0036379793082053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +48.4998999999999,-44.3792,12663,673.872449031179,0.0036727752386666,676.347431076,0.00366604706869473,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0036727752386666,NA,0.0036487659984421,0.00366691696749562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +48.7501999999999,-44.3712,12706,676.160731058213,0.00369946531613401,678.662164230895,0.00369263912464711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00369946531613401,NA,0.00371538004874742,0.00374531025916108,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +49.0001999999999,-44.3712,12773.5,679.752801682047,0.00374106654431871,682.295802146827,0.00373408615884857,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00374106654431871,NA,0.0037341639489086,0.00377061282934211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +49.2501999999999,-44.3632,12806,681.482317167596,0.00373061109248444,684.024662659353,0.00372366962151867,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00373061109248444,NA,0.00373871539858734,0.00379356555901669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +49.5001999999999,-44.36,12862,684.462405388851,0.00376360973371693,687.038454760136,0.00375654507480094,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00376360973371693,NA,0.00375497226257044,0.00376803115802022,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +49.7501999999999,-44.3552,12903,686.644255693698,0.00378954984206543,689.246328324417,0.00378238758684219,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00378954984206543,NA,0.00380110085376836,0.00385879016449323,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +50.0001999999999,-44.3552,12950.5,689.172009095655,0.00382201909333139,691.806037673008,0.00381473373564021,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00382201909333139,NA,0.00381354632673711,0.00384332557827355,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +50.2501999999999,-44.3632,13003,691.965841803081,0.00382810707794378,694.614761139783,0.003820798522062,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00382810707794378,NA,0.00383171297532344,0.00387240198838155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +50.5001999999999,-44.3576,13061,695.052361746523,0.00384363585028842,697.72388992196,0.00383626795564812,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00384363585028842,NA,0.00381244607539749,0.00381054878536388,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +50.75,-44.3576,13098.5,697.047956537542,0.00388616351091431,699.756798871596,0.00387863188394749,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00388616351091431,NA,0.00386845167107726,0.00392900781117003,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +51.0001999999999,-44.3496,13156,700.107868550437,0.00394280823730785,702.868259621562,0.0039350557399686,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00394280823730785,NA,0.00394895963743851,0.00399433501706441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +51.25,-44.3528,13186,701.704344383252,0.0039320439746599,704.463476722577,0.00392433369458201,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0039320439746599,NA,0.00394453331053286,0.00400381053769578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +51.5,-44.3472,13251.5,705.189983284898,0.00394241119483319,707.970132169485,0.00393466025672998,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00394241119483319,NA,0.00393644146099044,0.00400028160704081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +51.7502999999999,-44.3448,13286,707.025930492635,0.00401034957384105,709.861351631681,0.00400232955688601,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00401034957384105,NA,0.00399017055740436,0.00407767281014177,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +52,-44.3416,13333.5,709.553683894592,0.00400589387495803,712.396080650859,0.00399789164569131,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00400589387495803,NA,0.00399973828704265,0.00402460072326227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +52.2502999999999,-44.3448,13373.5,711.682318338345,0.00400161463939728,714.530196722008,0.00399362947481531,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00400161463939728,NA,0.00400133780929753,0.00401585773152652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +52.5002999999999,-44.3392,13425.5,714.449543115225,0.00401714341174193,717.319589390372,0.00400909623505619,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00401714341174193,NA,0.0040216200204212,0.00404306372380034,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +52.7501,-44.3368,13465.5,716.578177558978,0.00405702412253612,719.485352511018,0.0040488165914496,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00405702412253612,NA,0.00406306929320403,0.00410560207237737,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +53.0001,-44.3416,13511.5,719.026107169294,0.00406346503379276,721.947844614161,0.004055231456784,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00406346503379276,NA,0.00407289079416729,0.00409813376121783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +53.2504,-44.3344,13552.5,721.207957474141,0.00410524272529942,724.16869119499,0.0040968392075186,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00410524272529942,NA,0.00412155494333593,0.00419721833860691,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +53.5004,-44.3312,13605,724.001790181567,0.00411322769062444,726.979774393003,0.00410479149502379,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00411322769062444,NA,0.00408260361844607,0.00409598618972198,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +53.7501,-44.3264,13643,726.023992903133,0.00412421253242507,729.018270153505,0.00411573127891658,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00412421253242507,NA,0.00413295621068597,0.00417605329519506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +54.0004,-44.3288,13693.5,728.711393888371,0.00418460710441346,731.760764764303,0.00417587598516499,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00418460710441346,NA,0.00415816777128985,0.0041886831226455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +54.2504,-44.3208,13735,730.919852123765,0.0042640155993576,734.036505775101,0.00425495044501225,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0042640155993576,NA,0.00422813445226473,0.00430945528692366,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +54.5001,-44.3264,13774.5,733.021878636972,0.00422581129012334,736.119490767624,0.00421690762425477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00422581129012334,NA,0.00419135314231785,0.00422825346068248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +54.7504,-44.3184,13825,735.70927962221,0.00424985441775922,738.835936954399,0.00424084929110925,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00424985441775922,NA,0.00420669458997661,0.00424294627120824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +55.0001999999999,-44.3104,13861.5,737.651658552135,0.00433005699765299,740.845732278079,0.00432070927525092,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00433005699765299,NA,0.00431093641715163,0.00439354148861192,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +55.2504,-44.3104,13896,739.487605759872,0.00431241066544318,742.676579997914,0.00430313886887502,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00431241066544318,NA,0.0043057387155999,0.00435223649866182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +55.5001999999999,-44.316,13944,742.041967092376,0.00436936420265056,745.284218700254,0.00435984624575803,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00436936420265056,NA,0.00433299654137183,0.0043760655792268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +55.7501999999999,-44.3024,13972,743.532011203003,0.00438330480509625,746.791138640452,0.0043737261052958,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00438330480509625,NA,0.00437264732451366,0.0044388169596982,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +56.0001999999999,-44.3048,14019.5,746.05976460496,0.00441484762392134,749.35350478403,0.00440513077259855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00441484762392134,NA,0.00442148730032148,0.00446646684860284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +56.2501999999999,-44.3,14047.5,747.549808715587,0.00445283135400306,750.878521942515,0.00444294683234573,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00445283135400306,NA,0.00444027342450613,0.00448996086885275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +56.5001999999999,-44.308,14074,748.960029034574,0.00443972895233726,752.285208559622,0.00442990242974807,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00443972895233726,NA,0.00442346821719774,0.00445818178156337,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +56.7505,-44.3048,14113,751.035447617233,0.00445918403359855,754.384452893914,0.00444927132993133,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00445918403359855,NA,0.00443301429623601,0.00449705105833354,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +57.0001999999999,-44.3024,14159,753.483377227549,0.00450316751663168,756.876439096202,0.00449305859454195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00450316751663168,NA,0.00448574295105054,0.00451835482945587,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +57.2502999999999,-44.2944,14193.5,755.319324435287,0.00454291587993448,758.750676588685,0.0045326279838521,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00454291587993448,NA,0.00454751390063283,0.00458562221191869,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +57.5002999999999,-44.2944,14246.5,758.13976507326,0.00456201803455153,761.598412354235,0.00455164357063935,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00456201803455153,NA,0.00456463215226272,0.00461318271072557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +57.7502999999999,-44.2896,14276,759.709632975528,0.00457370872964066,763.18432355586,0.00456328110705215,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00457370872964066,NA,0.00454471360952031,0.00459978848118433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +58.0005,-44.292,14323.5,762.237386377485,0.00463176516261088,765.767890949348,0.00462107154585071,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00463176516261088,NA,0.00462209825081808,0.00470358472965061,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +58.2502999999999,-44.2896,14348,763.541174974283,0.0046417353403095,767.085331029942,0.00463099570768944,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0046417353403095,NA,0.00462341125531457,0.00470071244465499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +58.5005,-44.292,14387.5,765.64320148749,0.00468571882334263,769.230790248664,0.00467477501598399,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00468571882334263,NA,0.00468073515335335,0.00475828736385265,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +58.7505,-44.2792,14422,767.479148695227,0.00470865905521535,771.09294633842,0.00469760799703173,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00470865905521535,NA,0.00471757425776587,0.00478526706229567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +59.0002999999999,-44.2816,14458.5,769.421527625152,0.00475273076990946,773.078380994527,0.00474147220355427,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00475273076990946,NA,0.00472561201228705,0.00477275472969218,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +59.2502999999999,-44.2816,14488,770.99139552742,0.00477293582028966,774.671287976268,0.00476158147681885,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00477293582028966,NA,0.00478938156318453,0.00486147440989455,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +59.5002999999999,-44.2632,14531,773.279677554454,0.00480941961213357,776.998704001349,0.00479789130184217,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00480941961213357,NA,0.00483889143091834,0.00491275681046143,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +59.7502999999999,-44.2896,14555.5,774.583466151253,0.00483540383631264,778.328890015025,0.00482375082077532,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00483540383631264,NA,0.00480677761391251,0.00488750010805609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +60.0004,-44.2712,14585,776.153334053521,0.00485216785191199,779.91936030917,0.00484043402649946,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00485216785191199,NA,0.00481458121240263,0.00484660923908602,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +60.2504,-44.2736,14608,777.377298858679,0.0048983130106407,781.185136195855,0.0048863553079484,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0048983130106407,NA,0.00487396996454197,0.00495520224516391,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +60.5004,-44.2712,14651,779.665580885714,0.00492579717305758,783.506055399971,0.0049137051265512,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00492579717305758,NA,0.00491994605674372,0.00500873499009472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +60.7504,-44.2816,14672,780.783113968685,0.00495275194550825,784.650139055413,0.00494052741634971,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00495275194550825,NA,0.00493895027883692,0.00500495663287906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +61.0004,-44.268,14710,782.80531669025,0.00496889833948025,786.694996728488,0.00495659410628276,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00496889833948025,NA,0.00492602604793478,0.00499394649041967,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +61.2504,-44.2576,14733,784.029281495408,0.00501967566041394,787.964854196782,0.00500711909095317,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00501967566041394,NA,0.00502602950072791,0.00509558185427205,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +61.5006,-44.2552,14776,786.317563522443,0.00504226296564257,790.282383452227,0.00502959332898091,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00504226296564257,NA,0.00503199796714132,0.00512605403873837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +61.7506999999999,-44.2552,14800.5,787.621352119242,0.00507318816284046,791.617103439614,0.0050603629021246,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00507318816284046,NA,0.00505159673049915,0.00514000346888244,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +62.0006999999999,-44.2496,14841.5,789.803202424089,0.00509537842559428,793.827548622186,0.00508244091401223,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00509537842559428,NA,0.0050789543449661,0.0052171721658439,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +62.2504,-44.2576,14871,791.373070326357,0.00514946443381743,795.448217805884,0.00513625128286195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00514946443381743,NA,0.00514091158773147,0.00522367448135679,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +62.5005,-44.2528,14918.5,793.900823728314,0.00519777126824186,798.027338619723,0.00518430948253589,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00519777126824186,NA,0.00517978851694588,0.00525042978960659,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +62.7505,-44.2472,14937,794.88531715855,0.00519013922956125,799.010882626137,0.00517671687949567,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00519013922956125,NA,0.0052092851903595,0.00528539067588106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +63.0005,-44.2392,14963.5,796.295537477536,0.00525962166263734,800.483750736314,0.00524583816216116,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00525962166263734,NA,0.0052621375677602,0.00534764870784738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +63.2505,-44.2472,14989,797.652541935429,0.00525375425717764,801.843212373371,0.00524000143853623,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00525375425717764,NA,0.00526532153879112,0.00534563107026918,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +63.5005,-44.2368,15025.5,799.594920865354,0.00532716299917054,803.854493342113,0.00531302385847017,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00532716299917054,NA,0.00530312701543817,0.00540378916426487,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +63.7506999999999,-44.2392,15040.5,800.393158781761,0.00531181069014817,804.644695718899,0.00529775278372879,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00531181069014817,NA,0.00532219077345577,0.0054091346095867,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +64.0005,-44.2424,15068,801.856594961842,0.00537383754786561,806.165642039852,0.00535945000406894,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00537383754786561,NA,0.00536564884155881,0.00547786105610777,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +64.2505,-44.2368,15104.5,803.798973891766,0.00540295399601201,808.141862769745,0.00538841040213102,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00540295399601201,NA,0.00538712843648757,0.00549510605719468,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +64.5005,-44.2344,15126,804.943114905284,0.0054539518960984,809.333235933073,0.00543913295722455,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0054539518960984,NA,0.00544180988463341,0.00553095984848609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +64.7505,-44.2312,15153.5,806.406551085364,0.00547883322451432,810.824718089916,0.00546387901398132,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00547883322451432,NA,0.0054531472257974,0.00557616890727943,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +65.0007999999999,-44.2288,15190,808.348930015289,0.00554465404365701,812.830945178784,0.0055293390342972,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00554465404365701,NA,0.00551359907463217,0.00561166557534864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +65.2507999999999,-44.2264,15204.5,809.120560001149,0.00555757998200069,813.617312228437,0.00554219361535744,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00555757998200069,NA,0.00553330163370282,0.00563644029974859,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +65.5007999999999,-44.224,15243,811.169370653262,0.00557403518678652,815.690857267727,0.00555855774057146,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00557403518678652,NA,0.00551722834794313,0.00561566154804358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +65.7506,-44.2208,15265.5,812.366727527873,0.00558718170428274,816.905568045085,0.00557163129965359,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00558718170428274,NA,0.00553991894321663,0.00565525118229862,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +66.0006,-44.224,15295.5,813.963203360688,0.00563928250013228,818.553371809152,0.00562344127410306,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00563928250013228,NA,0.00565592633969815,0.00577465696343363,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +66.2506,-44.2184,15325,815.533071262956,0.00565145846935705,820.142022545586,0.00563554889134285,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00565145846935705,NA,0.00565255514784695,0.00575631525055828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +66.5009,-44.2104,15357.5,817.262586748506,0.00567903086343492,821.903846202181,0.00566296596101477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00567903086343492,NA,0.00564740460349413,0.0057721235824615,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +66.7506,-44.2,15374,818.140648456554,0.00575398365949635,822.848216378943,0.00573749272432732,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00575398365949635,NA,0.00572596996616747,0.00582732372718486,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +67.0009,-44.208,15403.5,819.710516358822,0.00579267324286656,824.45883153383,0.00577596022220233,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00579267324286656,NA,0.00579473583572332,0.00592042776337414,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +67.2506,-44.1944,15425,820.854657372339,0.00582011328945288,825.632124472421,0.00580324186086728,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00582011328945288,NA,0.00579269640942064,0.0059338254663476,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +67.5009,-44.1976,15461,822.770428371717,0.00585721470292398,827.589571421907,0.00584012790910072,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00585721470292398,NA,0.00583455534604725,0.00593608949035475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +67.7506999999999,-44.2128,15477.5,823.648490079765,0.0058787873440506,828.490544399192,0.00586157470043484,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0058787873440506,NA,0.00588138456802674,0.00599709756887412,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +68.0006999999999,-44.2024,15505.5,825.138534190393,0.00589541901215824,830.003071592523,0.00587810902924315,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00589541901215824,NA,0.00588578731958826,0.00601025369676766,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +68.2506999999999,-44.208,15530.5,826.468930717738,0.00593768197780102,831.376240392873,0.00592012341465923,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00593768197780102,NA,0.00593438441242031,0.00606698324431892,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +68.5006999999999,-44.1896,15568,828.464525508757,0.00599829712894179,833.433901893546,0.00598037896134528,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00599829712894179,NA,0.00598668602322927,0.00609912058062611,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +68.7506999999999,-44.1864,15586.5,829.449018938993,0.00603306040339519,834.453134971789,0.00601493436161437,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00603306040339519,NA,0.0060035007271863,0.00613587695289288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +69.0006999999999,-44.1864,15625.5,831.524437521652,0.00606500026469494,836.567633455321,0.006046682179404,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00606500026469494,NA,0.00603977400189729,0.00615377782879012,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +69.2506999999999,-44.192,15644,832.508930951888,0.00605511831865761,837.549871030141,0.00603685975782384,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00605511831865761,NA,0.00604719165386503,0.00614984647215793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +69.5006999999999,-44.1816,15679.5,834.398094020719,0.00614043833489217,839.521664063805,0.00612166266478139,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00614043833489217,NA,0.00610501443515647,0.00623663948493467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +70.6007,-44.168,15777,839.586640477368,0.00626872717005769,844.849780062146,0.00624916042968753,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00626872717005769,NA,0.00626193587541401,0.00641060710228379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +71.6998,-44.1656,15890.5,845.626640711517,0.00642516190509801,851.059928789353,0.00640460854447994,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00642516190509801,NA,0.00639405229220671,0.00655338238436284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +72.6998,-44.1528,15986,850.708755445978,0.00660537507279126,856.328005853406,0.00658365517577954,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00660537507279126,NA,0.00658484666850656,0.00673476755606053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +73.6999,-44.1392,16087.5,856.110165347002,0.00666819601545818,861.818875740362,0.00664606193816841,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00666819601545818,NA,0.00662779549381816,0.00678236408967331,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +74.6999,-44.1392,16183,861.192280081463,0.00683261571582351,867.076475988694,0.00680937918122379,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00683261571582351,NA,0.00681651140818006,0.00696078048669155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +75.6999,-44.1312,16263.5,865.476156899516,0.00697299228855282,871.511115467503,0.00694879340511775,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00697299228855282,NA,0.00695328484725653,0.00709063467685323,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +76.6999999999999,-44.1184,16369,871.090430244915,0.00709431082249565,877.270216511574,0.00706926458689221,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00709431082249565,NA,0.00706662792311624,0.00720718802665082,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +77.6999999999999,-44.1184,16464,876.145937048829,0.00721470292399714,882.467069702703,0.00718880146114848,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00721470292399714,NA,0.00724767986889469,0.00742277992521152,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +78.7003,-44.1,16553,880.88214868618,0.00736774074008718,887.372259980271,0.00734073152175811,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00736774074008718,NA,0.00734732976986972,0.0074758427562843,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +79.7000999999999,-44.084,16633.5,885.166025504234,0.00750286752898415,891.80730893475,0.00747486101726512,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00750286752898415,NA,0.00748855331458545,0.00765481939232922,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +80.7003999999999,-44.0896,16730.5,890.327964030335,0.00761201009370189,897.105149479239,0.00758318493074166,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00761201009370189,NA,0.00759799764250124,0.00774971477420022,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +81.7003999999999,-44.0736,16814.5,894.798096362217,0.00775304840388912,901.735509315021,0.00772314797100849,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00775304840388912,NA,0.00768546816689374,0.00782668686519694,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +82.7002,-44.0712,16896.5,899.161796971911,0.00787652861352769,906.244070593951,0.00784567069165222,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00787652861352769,NA,0.00784885202082646,0.00803064709880323,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +83.7002,-44.0552,16980.5,903.631929303793,0.00800044998147132,910.861391355848,0.00796861605926714,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00800044998147132,NA,0.00797756884093531,0.00812257729435658,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +84.7004999999999,-44.0448,17052.5,907.463471302549,0.00814237060826901,914.852375199361,0.00810940035845734,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00814237060826901,NA,0.00810506345430056,0.00828909121450873,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +85.7006,-44.0344,17155,912.918097064666,0.00825641003017532,920.455523197999,0.00822251233127041,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00825641003017532,NA,0.00824874681978351,0.00842017870814009,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +86.7003,-44.0288,17238.5,917.361621466001,0.00840080114348243,925.0681940246,0.00836571080124707,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00840080114348243,NA,0.0083679285299057,0.00854016471697335,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +87.7003999999999,-44.0264,17303,920.794044506553,0.00851567876616846,928.635230799372,0.00847962491118126,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00851567876616846,NA,0.00848719839907205,0.00868748189593922,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +88.7007,-44.0056,17386.5,925.237568907888,0.00865301134659158,933.243660089941,0.00861578861559387,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00865301134659158,NA,0.00863540942770404,0.00882352129202193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +89.7004999999999,-44.0056,17465,929.415014003754,0.00877993259101084,937.57521517578,0.00874161311446298,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00877993259101084,NA,0.00877134215127196,0.00897076039296911,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +90.7007,-43.9976,17561,934.523736668762,0.00891647108648464,942.856390546403,0.00887695408591285,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00891647108648464,NA,0.00887243660995875,0.00902241379899946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +91.7008,-43.9792,17623,937.823120056579,0.00903646614551162,946.297726931448,0.00899588159601917,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00903646614551162,NA,0.00901251010114602,0.0092363144126915,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +92.7008,-43.984,17704,942.133604805179,0.00924142829412908,950.840264957475,0.00919898757055994,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00924142829412908,NA,0.00924119500497766,0.00947243072513286,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +93.7008999999999,-43.9656,17766.5,945.459596123544,0.00930716088161079,954.259140691729,0.0092641161365578,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00930716088161079,NA,0.00928615258439103,0.00948806340516084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +94.7008999999999,-43.9576,17845.5,949.663649149956,0.00942680301399352,958.615941300043,0.00938264798341075,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00942680301399352,NA,0.00941463984791044,0.00962302129280965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +95.7008999999999,-43.9472,17924,953.841094245822,0.00959417847500407,962.992415940809,0.00954844661842098,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00959417847500407,NA,0.00955160029899602,0.00977979781898946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +96.7009999999999,-43.9424,17996.5,957.699244175125,0.00971240890080998,967.000810838551,0.00966554664342987,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00971240890080998,NA,0.0097150168400822,0.00996809322365953,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +97.6999999999999,-43.932,18062,961.184883076771,0.00984718276306271,970.649846289521,0.00979901521054614,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00984718276306271,NA,0.00982776765798445,0.0100595640706494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +98.6999999999999,-43.9184,18134.5,965.043033006074,0.00999254442464125,974.686268385078,0.00994294906814173,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00999254442464125,NA,0.00994726236793008,0.010169457135504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +99.7000999999999,-43.9184,18200,968.528671907719,0.0101173922250261,978.327656362593,0.0100665540247621,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0101173922250261,NA,0.0101151111413999,0.0103258824054942,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +100.6999,-43.908,18269.5,972.227174253741,0.0102795620180345,982.221243787101,0.0102270866300167,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0102795620180345,NA,0.0102389831216068,0.0104924440422708,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +101.7002,-43.8872,18330.5,975.473341780464,0.0103624997794208,985.581684069495,0.0103091771328335,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0103624997794208,NA,0.0103511346700653,0.0106054415929224,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +102.7002,-43.9024,18394.5,978.87915689047,0.0105616827542396,989.217768000285,0.0105062978137431,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0105616827542396,NA,0.0105497307254203,0.0107719663647124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +103.7002,-43.876,18455,982.098716486646,0.010661869805361,992.569725137839,0.0106054328659511,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.010661869805361,NA,0.0106916187313992,0.010932054738865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +104.7003,-43.8688,18524.5,985.797218832668,0.0108271277065061,996.470571213688,0.0107689340294169,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0108271277065061,NA,0.0108182085098332,0.0110687736530276,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +105.7003,-43.8608,18582,988.857130845563,0.0109646808660821,999.699633707434,0.0109050045775366,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0109646808660821,NA,0.0109431339665314,0.0111996474727693,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +106.7004,-43.8504,18636,991.73078734463,0.0111162628597645,1002.75512746287,0.0110549313096357,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0111162628597645,NA,0.0110890084153376,0.0113542568531998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +107.7004,-43.8424,18694,994.817307288072,0.0112417282817767,1006.00077314661,0.0111790096604744,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0112417282817767,NA,0.0112301534781493,0.0115068753220417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +108.7004,-43.8344,18756,998.116690675889,0.0114197356579435,1009.51491943919,0.0113550226807448,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0114197356579435,NA,0.0114037578001668,0.0117080158891903,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +109.7002,-43.8264,18812,1001.09677889714,0.0115447599216503,1012.65420086784,0.0114786276813656,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0115447599216503,NA,0.0115005641911434,0.0117850186627533,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +110.7005,-43.8184,18861,1003.70435609074,0.0116677989729835,1015.41537674591,0.0116002550911441,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0116677989729835,NA,0.0116505931778329,0.0118992123813272,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +111.7006,-43.8056,18919,1006.79087603418,0.0118377772679948,1018.70904218012,0.0117682588736954,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0118377772679948,NA,0.0118105770418355,0.0120949871463055,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +112.7003,-43.8024,18969.5,1009.47827701942,0.0119719776244508,1021.56372836427,0.01190088038748,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0119719776244508,NA,0.011928361073026,0.012213113012258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +113.7006,-43.784,19011,1011.68673525482,0.0121452646067514,1023.97393835363,0.0120721026656252,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0121452646067514,NA,0.0120827535677911,0.0124055713573035,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +114.7007,-43.7792,19066.5,1014.64021554552,0.0122653920132701,1027.08517554161,0.0121907815574466,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0122653920132701,NA,0.012238816668285,0.0125704688835667,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +115.7005,-43.7736,19112.5,1017.08814515584,0.0123972542307082,1029.69724546638,0.0123210375463831,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0123972542307082,NA,0.0124041248615377,0.0126814498881066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +116.7007,-43.7712,19164,1019.82876200217,0.0125716882246026,1032.64973124054,0.0124933206769226,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0125716882246026,NA,0.0125367655412357,0.0128729061609727,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +117.7008,-43.7576,19218,1022.70241850124,0.0127073444034658,1035.69825035539,0.0126272836290696,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0127073444034658,NA,0.0126810073936446,0.0130303973252522,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +118.7006,-43.7472,19244.5,1024.11263882023,0.0128165310840142,1037.2382102892,0.0127350944349313,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0128165310840142,NA,0.0127774288967665,0.0130857142716797,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +119.7009,-43.732,19305.5,1027.35880634695,0.0129749510314282,1040.68873655101,0.0128914974498866,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0129749510314282,NA,0.0129661584826826,0.013287221356109,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +120.7009,-43.7208,19357.5,1030.12603112383,0.013148679172034,1043.67082781384,0.0130629856438368,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.013148679172034,NA,0.0131309432120928,0.013459537283307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +121.7007,-43.7184,19399,1032.33448935922,0.0133164075596887,1046.08147615745,0.0132285235444263,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0133164075596887,NA,0.0132784906954052,0.0136038604745118,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +122.701,-43.6952,19443,1034.67598724735,0.0134707688506944,1048.61386830692,0.01338084470878,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0134707688506944,NA,0.013437363934944,0.0138032532473543,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +123.6998,-43.6976,19486,1036.96426927439,0.0136075279253207,1051.0747895261,0.0135157769164322,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0136075279253207,NA,0.0135732469307184,0.0139213619258011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +124.7,-43.692,19520.5,1038.80021648212,0.0137825354250119,1053.11751726529,0.0136884200631946,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0137825354250119,NA,0.0137735069462653,0.0141475052063596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +125.7001,-43.684,19555,1040.63616368986,0.0139331027545925,1055.1354542887,0.0138369293778366,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0139331027545925,NA,0.0139102260002134,0.0142967698985066,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +126.7001,-43.6688,19599.5,1043.00426950854,0.0140733910956607,1057.68287650778,0.0139752803562159,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0140733910956607,NA,0.014050754526232,0.0144115121955816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +127.6999,-43.6632,19650.5,1045.71827842432,0.0142600010587799,1060.63022218184,0.0141592836018041,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0142600010587799,NA,0.0142700754255653,0.0146419751955649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +128.7002,-43.6608,19688.5,1047.74048114589,0.0144171416471087,1062.84590407198,0.0143142028694737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0144171416471087,NA,0.0143977000272345,0.0147791056334268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +129.7,-43.6472,19730.5,1049.97554731183,0.0145782967760151,1065.2824024481,0.0144730550050611,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0145782967760151,NA,0.014546038926203,0.0149123617151853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +130.7003,-43.6368,19762.5,1051.67845486683,0.0147410400748205,1067.18128911585,0.0146334470105962,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0147410400748205,NA,0.0147165220992888,0.0151044052076096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +131.7001,-43.624,19811.5,1054.28603206043,0.0149349732658068,1070.03176576377,0.0148245446934794,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0149349732658068,NA,0.0149224656917521,0.015316375006295,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +132.7004,-43.6216,19843,1055.96233168488,0.0150513508267306,1071.85599119888,0.0149392031615392,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0150513508267306,NA,0.0150588771472842,0.0154484931861751,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +133.7002,-43.6056,19878.5,1057.85149475371,0.0152313875311016,1073.96404082066,0.0151165545239297,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0152313875311016,NA,0.0151937932095369,0.0156056646265567,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +134.7004,-43.6136,19911.5,1059.60761816981,0.015403130459334,1075.92889254818,0.0152857065078247,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.015403130459334,NA,0.0153504564271082,0.0157522413690091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +135.7002,-43.5896,19939.5,1061.09766228044,0.0155648149782069,1077.61345106764,0.0154449256816945,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0155648149782069,NA,0.0155549266914908,0.0159806283983655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +136.7003,-43.5792,19974.5,1062.96021741872,0.01571225008382,1079.66171418395,0.0155900906209419,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.01571225008382,NA,0.0156990060062737,0.016134641744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +137.7003,-43.5736,20022,1065.48797082068,0.0158745963401507,1082.40216226274,0.0157499127392649,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0158745963401507,NA,0.0158320275580395,0.0162551899922048,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +138.7006,-43.5528,20045,1066.71193562584,0.0160262224496638,1083.80729839589,0.0158991583209315,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0160262224496638,NA,0.016013303315192,0.0164438408723089,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +139.7004,-43.5552,20069.5,1068.01572422264,0.0161708341421236,1085.28642936022,0.0160414788623718,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0161708341421236,NA,0.0161943677346101,0.0166019070141451,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +140.7007,-43.5424,20114,1070.38383004131,0.0163888104607457,1087.9261477521,0.0162559634114836,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0163888104607457,NA,0.0163715702511649,0.0168334611329479,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +141.7005,-43.5344,20137,1071.60779484647,0.0165553477209762,1089.34863451066,0.0164198019113585,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0165553477209762,NA,0.0165423217713208,0.0169877421633072,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +142.7007,-43.5264,20168.5,1073.28409447093,0.016696518378655,1091.20420207978,0.0165586638598061,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.016696518378655,NA,0.0167172241113628,0.0172006075944015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +143.7005,-43.5216,20204.5,1075.1998654703,0.0169180680795497,1093.39016999345,0.0167765514607769,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0169180680795497,NA,0.0168953389383016,0.0173756305018687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +144.7008,-43.5136,20237,1076.92938095585,0.0170549595016676,1095.29636793421,0.0169111564142038,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0170549595016676,NA,0.017051819888276,0.0175268755140288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +145.7006,-43.5032,20255.5,1077.91387438609,0.0172334080361396,1096.4900040112,0.0170865971607344,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0172334080361396,NA,0.0172216066403842,0.0177009199690716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +146.7007,-43.4952,20285,1079.48374228836,0.0173945631650462,1098.26089042924,0.017245009540319,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0173945631650462,NA,0.017384230555141,0.0178782863540939,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +147.701,-43.4792,20321.5,1081.42612121828,0.0175367043709964,1100.39077140516,0.017384710775883,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0175367043709964,NA,0.0175328100489014,0.0180196181910324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +148.6997,-43.4712,20351,1082.99598912055,0.0177419753304276,1102.21047724248,0.0175864236540008,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0177419753304276,NA,0.0177145959758383,0.0182109403811064,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +149.6998,-43.4608,20383.5,1084.7255046061,0.0178828812931232,1104.12352204059,0.0177248636641649,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0178828812931232,NA,0.0178880655025435,0.0183753633407775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +150.6998,-43.4608,20403.5,1085.78982182798,0.0180916374031658,1105.43353758054,0.0179299311724832,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180916374031658,NA,0.018100435720312,0.0186205344297801,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +151.6999,-43.44,20421.5,1086.74770732766,0.0182753357214703,1106.60838652361,0.0181103488685341,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182753357214703,NA,0.0182889055735849,0.0188163361511605,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +152.6999,-43.4424,20451,1088.31757522993,0.0184415200550566,1108.3878056198,0.0182735373190875,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184415200550566,NA,0.018459932192975,0.0189636276568837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +153.7002,-43.4368,20482,1089.96726692384,0.0185908521413825,1110.23068722217,0.0184201546125893,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185908521413825,NA,0.0186060489192923,0.0191143319839753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +154.7,-43.4184,20505.5,1091.21783965955,0.0187925497185411,1111.72460516511,0.0186181512956224,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0187925497185411,NA,0.0188366361796672,0.0193656300749896,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +155.7,-43.416,20528.5,1092.4418044647,0.0189711747163352,1113.16670880463,0.0187934660253036,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0189711747163352,NA,0.0189831004953143,0.0195092597987452,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +156.7,-43.4056,20556,1093.90524064478,0.0191162716829308,1114.81663042033,0.0189358514436495,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191162716829308,NA,0.0191200184129896,0.0196675564213857,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +157.7001,-43.3952,20586,1095.5017164776,0.0193504385113555,1116.70015508138,0.0191655994481508,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0193504385113555,NA,0.0193329646130314,0.0198915400008512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +158.7004,-43.3848,20605.5,1096.53942576893,0.0194862711535408,1117.90689035001,0.0192988446872055,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194862711535408,NA,0.0195184308964634,0.0200868671694583,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +159.7004,-43.3768,20622,1097.41748747698,0.0196899980589035,1119.02563567521,0.0194986576304184,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196899980589035,NA,0.0197094913477687,0.0202746320837599,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +160.7002,-43.3768,20650,1098.9075315876,0.0198796078984983,1120.75338243227,0.019684588857857,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0198796078984983,NA,0.0198936573902665,0.0204397527375644,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +161.7005,-43.3816,20663,1099.59933778182,0.0200595563712081,1121.6568126838,0.0198610141908554,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0200595563712081,NA,0.0200603179494692,0.0206275059099869,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +162.7003,-43.3504,20684.5,1100.74347879534,0.0202234025657767,1123.00425728867,0.0200216254376465,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0202234025657767,NA,0.0202420196867399,0.0207992786371528,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +163.7003,-43.34,20714.5,1102.33995462816,0.0204138064903211,1124.84290914849,0.0202082376627418,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0204138064903211,NA,0.0204324187032841,0.0210232395190188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +164.7006,-43.3296,20732.5,1103.29784012785,0.0205845788702818,1126.00876153537,0.02037557966711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205845788702818,NA,0.020585124847207,0.0211514022808948,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +165.7004,-43.324,20760,1104.76127630793,0.0207616156981771,1127.69790536486,0.0205490307248582,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207616156981771,NA,0.0207993031100371,0.0214155359425097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +166.7007,-43.316,20775,1105.55951422433,0.0209607104413347,1128.73282707765,0.0207440569938466,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209607104413347,NA,0.0209620254189752,0.0215904708550392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +167.7007,-43.3,20789.5,1106.33114421019,0.0211187774621046,1129.69550544416,0.0208988668550905,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211187774621046,NA,0.0211293222094522,0.0217369761326187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +172.8339,-43.3032,20431.5,1087.2798659386,0.0212543895251372,1110.3893357321,0.0210316653714672,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0212543895251372,NA,0.0212894600764306,0.0219049351807457,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +173.184,-43.3136,20334.5,1082.1179274125,0.0212324198415359,1105.09390956537,0.0210101526904537,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0212324198415359,NA,0.0212700805924221,0.021879604430109,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +173.4337,-43.3112,20211,1075.54576856741,0.021221567347227,1098.37053553009,0.0209995257736397,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.021221567347227,NA,0.0212536669476429,0.0218741086215182,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +173.684,-43.316,20163.5,1073.01801516546,0.0211971712929467,1095.76296183334,0.0209756363979501,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211971712929467,NA,0.0212336380053,0.021850093185625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +173.9338,-43.3184,20084.5,1068.81396213904,0.0211530995782526,1091.42269031079,0.0209324785563893,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211530995782526,NA,0.0211806800348564,0.0218100216876219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +174.184,-43.324,20027,1065.75405012615,0.0211467468986571,1088.29128128039,0.0209262574526601,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211467468986571,NA,0.0211891399302799,0.0218127573709277,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +174.434,-43.3056,19936.5,1060.93801469716,0.0211446734546223,1083.37120257353,0.0209242269451488,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211446734546223,NA,0.0211890262966163,0.0218118622273379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +174.684,-43.3216,19878.5,1057.85149475371,0.021125703647497,1080.19935193494,0.0209056497701199,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.021125703647497,NA,0.0211323561822036,0.0217426818228458,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +174.9341,-43.316,19784,1052.82259588035,0.021102101678166,1075.03936534769,0.0208825358263469,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.021102101678166,NA,0.0211273958150194,0.0217428699058281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +175.1841,-43.3296,19726,1049.73607593691,0.0210733381566642,1071.85751924038,0.0208543663351829,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0210733381566642,NA,0.0211175375477483,0.0217403952321692,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +175.4338,-43.324,19632.5,1044.76039292463,0.0210410012528895,1066.74319766113,0.0208226963124488,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0210410012528895,NA,0.0210812317204236,0.0216943436718442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +175.6841,-43.332,19568.5,1041.35457781463,0.0210472215849936,1063.27219836244,0.0208287884411184,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0210472215849936,NA,0.021085045718349,0.021702897672728,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +175.9341,-43.324,19481,1036.69818996892,0.0210224284882388,1058.49210353143,0.0208045061187646,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0210224284882388,NA,0.0210695651905489,0.0216608761034837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +176.1839,-43.3344,19424,1033.66488588657,0.0209889445728705,1055.36042088337,0.0207717110855803,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209889445728705,NA,0.0210351101592961,0.0216743942008106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +176.4339,-43.3344,19329.5,1028.6359870132,0.0209695336074398,1050.2060039127,0.0207526989796645,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209695336074398,NA,0.0210184549485344,0.0216478972684709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +176.6839,-43.3368,19261,1024.99070052827,0.0209360055762409,1046.44991155012,0.0207198590362308,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209360055762409,NA,0.0209635037618246,0.0215825337209211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +176.9339,-43.3344,19181.5,1020.76003957131,0.0208951102013446,1042.08893308728,0.0206798014873123,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208951102013446,NA,0.0209393759930063,0.021575428239832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +177.1842,-43.3552,19122.5,1017.62030376678,0.0209053450740265,1038.89400737136,0.0206898268280898,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209053450740265,NA,0.020922649414798,0.0215210035431383,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +177.4339,-43.34,19024,1012.37854144904,0.0208969189503962,1033.53413377682,0.0206815732143304,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208969189503962,NA,0.0209086887221728,0.0215293296421255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +177.6841,-43.3584,18978,1009.93061183872,0.0208891986800545,1031.02725304249,0.020674010942969,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208891986800545,NA,0.0209093955733663,0.021549794851539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +177.9342,-43.348,18899,1005.72655881231,0.0208300834671513,1026.6759269775,0.0206161036552858,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208300834671513,NA,0.0208731136466814,0.0214598075331281,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +178.1842,-43.3504,18833.5,1002.24091991066,0.0208246572199969,1023.11224351965,0.0206107881168195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208246572199969,NA,0.0208642499243906,0.021478343196451,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +178.4342,-43.3608,18749.5,997.770787578779,0.0208079373202279,1018.53233958667,0.0205944091661562,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208079373202279,NA,0.0208355086418532,0.0214341769087582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +178.6839,-43.3584,18698.5,995.056778662994,0.0207395577829149,1015.69381622136,0.0205274212195102,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207395577829149,NA,0.0207753501739655,0.0213773966301076,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +178.9342,-43.3608,18614.5,990.586646331112,0.0207809825477774,1011.17201014058,0.0205680034855711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207809825477774,NA,0.0208008100216303,0.0214000820307902,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +179.1842,-43.3504,18550.5,987.180831221107,0.0207343521149129,1007.64938617674,0.0205223213081405,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207343521149129,NA,0.0207681702137173,0.0213770418035504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +179.434,-43.3712,18467,982.737306819772,0.0207174557518219,1003.09712348948,0.0205057680267687,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207174557518219,NA,0.0207556046697164,0.0213580719031544,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +179.684,-43.3664,18414,979.916866181799,0.0207105736822602,1000.21150664135,0.0204990256195297,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0207105736822602,NA,0.0207464086770373,0.0213506874317937,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +179.9342,-43.3736,18338.5,975.899068669215,0.020699544724629,996.099735087857,0.0204882203849207,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.020699544724629,NA,0.0207471522740904,0.0213502888148249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +180.1843,-43.3664,18278,972.679509073038,0.0206817660449276,992.796239116382,0.0204708021009304,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0206817660449276,NA,0.0206854796073547,0.0212888400968534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +180.434,-43.3768,18185.5,967.757041921859,0.0206351356120629,987.726839721445,0.0204251154828114,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0206351356120629,NA,0.0206701135667085,0.0212914714193368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +180.684,-43.3712,18121.5,964.351226811854,0.0206087984612398,984.225346891069,0.0203993104818657,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0206087984612398,NA,0.0206358163293338,0.0212492092004458,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +180.9343,-43.3768,18046,960.333429299269,0.0205947255113025,980.111232675015,0.0203855216070454,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205947255113025,NA,0.0206246168170276,0.0212627034742441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +181.184,-43.3736,17981.5,956.901006258717,0.0205986518202192,976.611876913058,0.0203893686790184,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205986518202192,NA,0.0206215980109033,0.0212199433827909,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +181.4341,-43.3872,17889.5,952.005147038085,0.0205668884222416,971.584930674617,0.0203582458745677,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205668884222416,NA,0.0205977813941834,0.0211664407021872,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +181.6843,-43.3896,17825.5,948.59933192808,0.0205458451710811,968.089106931265,0.020337626483179,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205458451710811,NA,0.020590893132754,0.0212055878754007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +181.9343,-43.3816,17744.5,944.28884717948,0.0205000970548273,963.64686019445,0.0202927983729291,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205000970548273,NA,0.0205238794288679,0.0211565726494722,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +182.1841,-43.3816,17692,941.495014472053,0.0204721276182744,960.769420560294,0.0202653904188018,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0204721276182744,NA,0.020476526674445,0.0210814647524558,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +182.4344,-43.3896,17598.5,936.51933145978,0.0205071114718805,955.724637785597,0.0202996718587492,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205071114718805,NA,0.0205488847677008,0.0211536903209677,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +182.6844,-43.3896,17546,933.725498752354,0.0204999647073356,952.866838523117,0.0202926686840633,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0204999647073356,NA,0.0205397603450747,0.021157608815319,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +182.9344,-43.3976,17462,929.255366420472,0.0204425700118231,948.251734307385,0.0202364253606465,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0204425700118231,NA,0.0204655662266267,0.0210821552292461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +183.1844,-43.3976,17402.5,926.089022685389,0.0203889692777356,944.97102331737,0.0201838970327881,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203889692777356,NA,0.0204206494347991,0.0210298332470287,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +183.4334,-43.3976,17314,921.379418978585,0.0204007923203163,940.176289153381,0.0201954837653396,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0204007923203163,NA,0.020406286537934,0.0210407278711387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +183.6834,-43.4032,17253,918.133251451862,0.0203935132082796,936.857214042306,0.0201883501585699,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203935132082796,NA,0.0204186679283201,0.0210199468825112,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +183.9332,-43.4,17174.5,913.955806355996,0.0203045315781115,932.51325088715,0.0201011431065988,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203045315781115,NA,0.0203899881891516,0.0209939910641546,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +184.1834,-43.408,17110.5,910.549991245991,0.0203350597328344,929.06607970771,0.0201310632893251,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203350597328344,NA,0.0203797499610099,0.0209797366558091,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +184.4334,-43.408,17033,906.425762011219,0.0202974289293971,924.823874495416,0.0200941817796455,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0202974289293971,NA,0.0203330159035184,0.0209927151699908,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +184.6834,-43.4104,16972.5,903.206202415042,0.020278679701424,921.522031698156,0.0200758053732039,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.020278679701424,NA,0.0203011617102503,0.0209280298946965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +184.9335,-43.416,16885,898.549814569332,0.0203036051456705,916.793615208063,0.0201002351101792,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203036051456705,NA,0.0203692421845773,0.0209931074359256,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +185.1832,-43.416,16822.5,895.223823250968,0.0202097266583141,913.316052016881,0.0200082205313383,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0202097266583141,NA,0.0202560770308877,0.0209223042260431,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +185.4332,-43.424,16750.5,891.392281252212,0.0202461222184969,909.439518323069,0.0200438944815555,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0202461222184969,NA,0.0202909555751855,0.0208830130495115,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +185.6835,-43.4104,16701,888.758096128067,0.0201983888898692,906.709577782681,0.0199971072953551,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0201983888898692,NA,0.0202481116732906,0.0208336714204288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +185.9335,-43.4264,16607,883.755805185247,0.0201821101484057,901.591862189789,0.0199811507211068,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0201821101484057,NA,0.0202364231460708,0.0208434011167991,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +186.1835,-43.4264,16546.5,880.53624558907,0.0201596551906686,898.287552683032,0.0199591397442015,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0201596551906686,NA,0.0202035793969169,0.0207976026127284,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +186.4333,-43.4288,16466,876.252368771017,0.020115627591805,893.878735097652,0.0199159812554995,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.020115627591805,NA,0.0201681802096588,0.0207441659673408,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +186.6833,-43.424,16393.5,872.394218841714,0.0201134218002787,889.941051741402,0.0199138189575683,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0201134218002787,NA,0.0201678499869883,0.0207634177303553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +186.9335,-43.4288,16326,868.802148217881,0.0200973195221373,886.262742592135,0.0198980340410245,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0200973195221373,NA,0.0201531968854745,0.0207655017759816,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +187.1835,-43.4368,16275.5,866.114747232642,0.020074423406095,883.501501386853,0.0198755887580501,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.020074423406095,NA,0.0201074369277646,0.0207237219233699,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +187.4336,-43.4344,16183,861.192280081463,0.020067364873211,878.47413979185,0.0198686691087154,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.020067364873211,NA,0.0201050094449275,0.0207244178445572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +187.6836,-43.4344,16132,858.478271165677,0.0199998235366778,875.647685099063,0.0198024542929077,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199998235366778,NA,0.020014145533793,0.0206588906422778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +187.9336,-43.4424,16042,853.688843667233,0.0199974853976601,870.760473852614,0.0198001619967292,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199974853976601,NA,0.0200610790033723,0.0206853259932534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +188.1836,-43.4368,15995.5,851.21430612637,0.019978559706365,868.220341964228,0.0197816071795381,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.019978559706365,NA,0.0200392708237484,0.0206357515961096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +188.4334,-43.4424,15907,846.504702419566,0.019941811219538,863.385539391668,0.0197455778449083,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.019941811219538,NA,0.0199968847822069,0.0206073072770966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +188.6836,-43.4472,15853,843.631045920499,0.0199398701229948,860.45293940788,0.0197436746987004,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199398701229948,NA,0.0200018679920789,0.0206359210965472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +188.9336,-43.4472,15764,838.894834283148,0.0199229737599039,855.60811405389,0.019727108523046,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199229737599039,NA,0.0199610910235147,0.0205646146277387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +189.1836,-43.4504,15709.5,835.994569853534,0.0199132241613581,852.641917120706,0.0197175493255422,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199132241613581,NA,0.0199923091388776,0.0205910978925241,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +189.4336,-43.4504,15620.5,831.258358216183,0.0198793432035152,847.783228409953,0.0196843293223044,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0198793432035152,NA,0.0199585171132999,0.0205432549286625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +189.6836,-43.4528,15569.5,828.544349300398,0.0198772697594805,845.013548839135,0.0196822962914795,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0198772697594805,NA,0.0199193754685502,0.0204929810590317,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +189.9336,-43.4632,15492.5,824.446727996173,0.019857814678219,840.818438332785,0.0196632202051675,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.019857814678219,NA,0.019894387125469,0.0204844017777774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +190.1836,-43.4632,15435,821.386815983277,0.0198252571952919,837.671020866967,0.0196312961446322,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0198252571952919,NA,0.0198982469421736,0.0205156486299143,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +190.4336,-43.4632,15352.5,816.996507443036,0.0197888175192787,833.163902242714,0.0195955642123329,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197888175192787,NA,0.0198234886702253,0.0204060536701018,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +190.6837,-43.4664,15298.5,814.12285094397,0.0197623039051333,830.211794140438,0.0195695647520906,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197623039051333,NA,0.0198172051380581,0.0204199162324241,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +190.9334,-43.4632,15214.5,809.652718612088,0.0197488485768234,825.642427551772,0.0195563700918959,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197488485768234,NA,0.0198040610142897,0.0204217182526657,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +191.1837,-43.4688,15159,806.69923832138,0.0197325698353598,822.617487377688,0.0195404064833855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197325698353598,NA,0.019782628655753,0.0203854209679288,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +191.4337,-43.4712,15086.5,802.841088392077,0.0197094090243343,818.664611784738,0.0195176935930297,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197094090243343,NA,0.0197415350694877,0.0203366976663556,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +191.6837,-43.4688,15026,799.621528795901,0.0196791455645943,815.357397257659,0.0194880146388411,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196791455645943,NA,0.0197395403343731,0.0203385437992442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +191.9335,-43.4848,14941.5,795.124788533472,0.0196922479662602,810.782583033393,0.0195008640901059,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196922479662602,NA,0.0197547531063363,0.0203506413101011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +192.1837,-43.4608,14884.5,792.091484451124,0.0196413824136653,807.649256203836,0.0194509796064218,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196413824136653,NA,0.0197236051161189,0.020350287211639,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +192.4338,-43.4792,14793.5,787.248841091585,0.0196296034869151,802.702223687746,0.0194394275107643,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196296034869151,NA,0.0196956535876278,0.0202896789433532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +192.6837,-43.4816,14733,784.029281495408,0.0196220155640649,799.413516259594,0.0194319856406398,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0196220155640649,NA,0.0196906718520468,0.020312343532461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +192.9338,-43.4896,14659,780.091307774465,0.0195892816178159,795.372736090069,0.0193998811242543,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195892816178159,NA,0.0196580608966949,0.0202924957778775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +193.1835,-43.4952,14598,776.845140247741,0.0195797525984225,792.055575901079,0.0193905351414215,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195797525984225,NA,0.0196540575918815,0.0202601918192424,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +193.4338,-43.4792,14524.5,772.933774457345,0.0195629885828231,788.054669062332,0.01937409292258,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195629885828231,NA,0.019596204014659,0.0202040535980458,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +193.6838,-43.4952,14476,770.352805194294,0.0195194021422647,785.389631390303,0.0193313418883273,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195194021422647,NA,0.0195729712114769,0.0201719688663764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +193.9338,-43.4896,14387.5,765.64320148749,0.0195135347368048,780.583606695715,0.0193255868018313,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195135347368048,NA,0.0195434040331202,0.0201807601619162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +194.1836,-43.492,14340,763.115448085533,0.0194850359102861,777.984779995174,0.0192976330534268,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194850359102861,NA,0.0195581595393856,0.0201557766122304,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +194.4336,-43.5,14254.5,758.56549196201,0.0194669484197709,773.332447267053,0.0192798911049605,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194669484197709,NA,0.0194923757950246,0.0200974302120052,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +194.6838,-43.508,14197,755.505579949115,0.0194609486668196,770.208435258,0.0192740059013101,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194609486668196,NA,0.0195040585582478,0.0200757755013083,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +194.9336,-43.4976,14119.5,751.381350714343,0.0194320527978259,765.982232792726,0.0192456612368527,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194320527978259,NA,0.019486415326562,0.0201014033377894,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +195.1838,-43.5104,14065.5,748.507694215276,0.0193962307434401,763.025922165516,0.0192105213923854,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0193962307434401,NA,0.0194606248683408,0.0200830575152655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +195.4339,-43.508,13991,744.543112563786,0.019383040110113,758.974621578318,0.0191975816558324,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.019383040110113,NA,0.0194324783911756,0.0200706971613851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +195.6836,-43.516,13954,742.574125703314,0.0193747022181439,756.961278263714,0.0191894022711061,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0193747022181439,NA,0.0194332397879695,0.020049738392853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +195.9339,-43.5104,13863.5,737.758090274322,0.0193546295152552,752.037124783464,0.0191697108853228,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0193546295152552,NA,0.0194120566369638,0.0200108029809251,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +196.1839,-43.5056,13809,734.857825844709,0.0193430270518272,749.07220064927,0.0191583286547201,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0193430270518272,NA,0.019418767830096,0.0200267319799803,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +196.4339,-43.5216,13725,730.387693512827,0.0192768091902099,744.467237715551,0.0190933652314634,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192768091902099,NA,0.0193381325343079,0.019943062719213,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +196.6837,-43.5184,13672.5,727.593860805401,0.0192752651361413,741.618425383854,0.0190918503777709,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192752651361413,NA,0.0193773230244762,0.0199566668115023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +196.9337,-43.524,13594,723.416415709535,0.0192711623639026,737.357490913386,0.0190878251839531,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192711623639026,NA,0.0193571242960673,0.0199717606555155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +197.1839,-43.5264,13533,720.170248182811,0.0192690448040374,734.04724096158,0.0190857476582239,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192690448040374,NA,0.0193604757906287,0.0199686524391165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +197.4337,-43.5216,13447.5,715.620292059289,0.0192178704406289,729.372990116769,0.0190355394738726,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192178704406289,NA,0.019280896694311,0.019884997672776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +197.6839,-43.532,13381.5,712.108045227096,0.0192000917609275,725.780585039151,0.0190180958680649,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192000917609275,NA,0.0192699684282655,0.0198908978067932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +197.9339,-43.5264,13307.5,708.170071506153,0.0191842100619386,721.755754917505,0.0190025132333528,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191842100619386,NA,0.0192156315659735,0.0198221032397371,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +198.1839,-43.5288,13256.5,705.456062590367,0.0191463586793485,718.962977397243,0.0189653736415958,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191463586793485,NA,0.0192068486995574,0.0198455711409738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +198.434,-43.5368,13178,701.278617494502,0.0191286682313081,714.693143506265,0.0189480153873786,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191286682313081,NA,0.0191839328465986,0.0197974926486655,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +198.6837,-43.5288,13125,698.458176856528,0.0191116836365562,711.806888565976,0.0189313494483132,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191116836365562,NA,0.0191734698137179,0.0197731861369616,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +198.9338,-43.5288,13036,693.721965219177,0.0190946990418042,706.968377363726,0.0189146832314897,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190946990418042,NA,0.0191460858595245,0.0197345474294575,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +199.1838,-43.5288,13000,691.8061942198,0.0190752880763733,705.002596667562,0.0188956357864247,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190752880763733,NA,0.0191367919777953,0.0197316461504913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +199.4338,-43.5448,12931,688.134299804325,0.0190519066861952,701.244570271767,0.0188726917913303,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190519066861952,NA,0.0191202965851662,0.0197192271543802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +199.6838,-43.5368,12872,684.994563999789,0.0190347456281212,698.033261282171,0.0188558514297541,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190347456281212,NA,0.0190829163897045,0.0196760192299438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +199.9338,-43.5448,12793,680.790510973377,0.0190544212885352,693.762580178701,0.0188751593783307,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190544212885352,NA,0.0191176140949408,0.0197166709738673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +200.1838,-43.5448,12730.5,677.464519655012,0.0190203638673701,690.350141326083,0.0188417382090817,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190203638673701,NA,0.0191218396759659,0.0197391321774785,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +200.434,-43.5528,12656,673.499938003522,0.0189666307857912,686.273962661888,0.018789006683579,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0189666307857912,NA,0.0190255431747549,0.0196005089654592,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +200.6838,-43.5608,12604,670.732713226643,0.0189528225308369,683.444991306054,0.0187754553580523,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0189528225308369,NA,0.0190444000112729,0.0196282920980129,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +200.9338,-43.5552,12524.5,666.502052269683,0.0189268824224884,679.116858247338,0.0187499974193067,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0189268824224884,NA,0.0189831709205523,0.0195646169536852,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +201.184,-43.5608,12456,662.856765784756,0.0189135153258395,675.393717383262,0.0187368785345659,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0189135153258395,NA,0.018987151748793,0.0195862858261429,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +201.4338,-43.5528,12390,659.344518952563,0.0188907956731193,671.800061538287,0.0187145803653073,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188907956731193,NA,0.0189895543099911,0.0196010260610421,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +201.6841,-43.5656,12353.5,657.402140022638,0.0188731052250789,669.809359786477,0.0186972177571731,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188731052250789,NA,0.0189795390163524,0.0195542238072465,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +201.9339,-43.5712,12261.5,652.506280802006,0.0188405477421518,664.79985653751,0.018665262842524,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188405477421518,NA,0.0189266441386082,0.0195059247167948,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +202.1839,-43.5656,12192.5,648.834386386531,0.0188340627150646,661.054573911425,0.0186588977172444,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188340627150646,NA,0.0189063357826007,0.0194793150454485,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +202.4339,-43.5656,12125.5,645.268923693245,0.0188394448463887,657.425431992252,0.018664180341084,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188394448463887,NA,0.018886372260063,0.0194961539519294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +202.6841,-43.5632,12069.5,642.28883547199,0.018784741216538,654.354065032603,0.0186104867991267,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018784741216538,NA,0.0188538951496725,0.0194485019301393,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +202.9342,-43.5792,11990.5,638.084782445578,0.0187789620427395,650.067352355173,0.0186048141678471,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0187789620427395,NA,0.0188139829917459,0.01939989840762,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +203.1839,-43.5768,11943,635.557029043621,0.0187434929149976,647.469587714577,0.0185699982298347,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0187434929149976,NA,0.0187972662844722,0.0194095561054608,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +203.4339,-43.5792,11860.5,631.166720503379,0.0186957154705393,642.966833924384,0.0185230987255252,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186957154705393,NA,0.0187891846965753,0.0193697298782996,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +203.6839,-43.5816,11808,628.372887795953,0.0187183910074291,640.135017208185,0.0185453578596095,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0187183910074291,NA,0.0187649823473901,0.0193490974766196,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +203.9339,-43.5816,11724,623.902755464072,0.0186853482503662,635.560595724281,0.0185129217190163,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186853482503662,NA,0.0187419210927397,0.0193263742132681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +204.1842,-43.592,11661.5,620.576764145707,0.0186653196633081,632.160027824108,0.0184932603152392,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186653196633081,NA,0.0187232541453313,0.0192819897950283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +204.4339,-43.5896,11589.5,616.745222146951,0.0186538054315411,628.249867521713,0.0184819569984192,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186538054315411,NA,0.0187420075371726,0.0193835699918954,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +204.684,-43.584,11527,613.419230828587,0.0186182921879688,624.840049301873,0.0184470934732009,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186182921879688,NA,0.018715431849719,0.0193187533225842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +204.934,-43.5976,11459.5,609.827160204753,0.0186204538636644,621.182418706155,0.0184492156355638,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0186204538636644,NA,0.018685766033831,0.0192955514171568,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +205.184,-43.5872,11399,606.607600608577,0.0185858229367025,617.881902065546,0.0184152171864528,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185858229367025,NA,0.0186570332364428,0.0192646427261077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +205.4342,-43.5976,11328,602.829274470915,0.0185710441334768,614.024443532066,0.0184007079422559,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185710441334768,NA,0.0186300099519356,0.0192391058436465,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +205.684,-43.6024,11282,600.381344860598,0.0185613827665918,611.525252808477,0.0183912226807604,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185613827665918,NA,0.0186499201669167,0.0192753355875783,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +205.9342,-43.6,11198,595.911212528717,0.0185126347738623,606.94309916391,0.0183433618840302,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185126347738623,NA,0.0185639638618271,0.0191593666228142,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +206.1842,-43.5952,11141,592.877908446368,0.0184972824648396,603.844538586064,0.0183282885072213,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184972824648396,NA,0.0185846154242687,0.0192005992706845,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +206.4343,-43.5976,11065,588.833503003237,0.0184664896151335,599.707190771489,0.018298054440096,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184664896151335,NA,0.0185251463752099,0.0191236211711302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +206.684,-43.608,11009,585.853414781983,0.018503282217791,596.693625853951,0.0183341792792276,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018503282217791,NA,0.0185587640211917,0.0191536521714084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +206.934,-43.616,10933.5,581.835617269398,0.0184338880163758,592.561109882081,0.0182660434501445,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184338880163758,NA,0.0185440074135607,0.0191687010650419,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +207.1841,-43.6136,10877.5,578.855529048144,0.0184582399548255,589.540183302492,0.0182899543270302,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184582399548255,NA,0.0185176258131813,0.0191154648509569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +207.4341,-43.616,10808.5,575.18363463267,0.0183827577687979,585.757096060699,0.0182158374115257,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0183827577687979,NA,0.018460707766798,0.0190466611181663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +207.6843,-43.6136,10751,572.123722619774,0.018347288641056,582.620641697074,0.0181810079280526,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018347288641056,NA,0.0184220597615774,0.0190113431120843,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +207.9341,-43.6184,10683.5,568.531651995941,0.0183605675060439,578.970215771735,0.0181940474662936,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0183605675060439,NA,0.018430765102851,0.0190399708098616,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +208.1841,-43.616,10624,565.365308260858,0.0183529795831937,575.741446220415,0.0181865963224043,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0183529795831937,NA,0.0184111112619318,0.0190182475464079,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +208.4344,-43.6288,10549,561.37411867882,0.0182895410188993,571.641393649345,0.0181242991213264,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182895410188993,NA,0.0183520754075829,0.01895969862294,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +208.6843,-43.624,10494.5,558.473854249207,0.018304496285447,568.696436839831,0.0181389856678587,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018304496285447,NA,0.018382043834525,0.0189933365699665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +208.9344,-43.6368,10414,554.189977431153,0.0182819530960491,564.32165260485,0.0181168474577123,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182819530960491,NA,0.0183272950305576,0.0189113028642824,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +209.1831,-43.64,10349.5,550.757554390601,0.0182626744781097,560.815860322796,0.0180979147835358,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182626744781097,NA,0.0183576914596662,0.0189581548124302,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +209.4331,-43.632,10270.5,546.553501364189,0.0182336021457939,556.519140459454,0.0180693634597237,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182336021457939,NA,0.0183060085580771,0.0188837957207679,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +209.6831,-43.64,10216.5,543.679844865122,0.0182046621609698,553.57735276462,0.0180409413019463,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182046621609698,NA,0.0182517411484462,0.0188439974319057,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +209.9332,-43.632,10142.5,539.741871144178,0.0182012652420195,549.565856103097,0.0180376051115489,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182012652420195,NA,0.0182722413144973,0.0188795167564482,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +210.1832,-43.6368,10090,536.948038436752,0.0181689283382449,546.70380886847,0.0180058457547489,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0181689283382449,NA,0.018246280385812,0.0188370517175423,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +210.4332,-43.632,10008,532.584337827058,0.018152120206815,542.251872747562,0.0179893374232729,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018152120206815,NA,0.0182094411121104,0.018818446498667,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +210.6832,-43.6504,9956.5,529.843720980726,0.0181467821913215,539.458679580802,0.0179840945628195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0181467821913215,NA,0.0182259925077373,0.0188263537728503,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +210.9332,-43.64,9876.5,525.586452093219,0.0181345621062663,535.117732250916,0.0179720922085382,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0181345621062663,NA,0.0182045625269609,0.0188167902179795,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +211.1834,-43.6552,9825.5,522.872443177434,0.0180819760362808,532.327010165,0.0179204414444743,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180819760362808,NA,0.0181591291043848,0.0187597512247774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +211.4332,-43.6608,9749.5,518.828037734303,0.0180731087543455,528.204873285079,0.0179117316148533,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180731087543455,NA,0.0181566656090302,0.0187370538360634,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +211.6832,-43.6552,9695,515.927773304689,0.0180026557729975,525.215843411222,0.0178425269392675,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180026557729975,NA,0.0181040609163069,0.0186832747450598,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +211.9332,-43.6584,9621,511.989799583746,0.0180388748698583,521.225519513081,0.0178781048941564,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180388748698583,NA,0.0181291292936269,0.0187141895248743,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +212.1833,-43.6584,9564,508.956495501397,0.0179679366143747,518.10139355204,0.0178084211827738,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0179679366143747,NA,0.0180699544407673,0.0186410107753026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +212.4333,-43.6608,9477,504.326715586234,0.0180101995800173,513.409740387477,0.0178499373119475,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0180101995800173,NA,0.0180976516367593,0.0186598403813165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +212.6835,-43.6608,9440.5,502.384336656309,0.0179526284211826,511.403455976922,0.0177933830781882,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0179526284211826,NA,0.0180318223078357,0.0186174087798153,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +212.9333,-43.6552,9362,498.206891560443,0.0179491873864017,507.149300414258,0.017790002723837,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0179491873864017,NA,0.0180357765254239,0.0186435445318268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +213.9833,-43.6736,9092,483.838609065109,0.0178182516014047,492.459767135905,0.0176613674164144,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0178182516014047,NA,0.0178967365595208,0.0184902339764221,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +215.0834,-43.6816,8817.5,469.230855194853,0.0177713564735569,477.569723990913,0.017615292188215,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0177713564735569,NA,0.0178462865964313,0.0184378805292806,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +216.0834,-43.6952,8567.5,455.926889921395,0.0177369902415782,464.013660718804,0.0175815254566393,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0177369902415782,NA,0.0178273244527672,0.0184677466796377,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +217.0834,-43.7056,8309.5,442.197197759187,0.017551880216697,449.958590006415,0.0173996249627305,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.017551880216697,NA,0.017641485422569,0.018229539681447,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +218.0835,-43.7104,8051,428.440897666431,0.0174659866946655,435.924040684523,0.0173152094659636,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0174659866946655,NA,0.0175658148363948,0.0181696411718277,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +219.0835,-43.7208,7793.5,414.73781343477,0.0174350173816372,421.968774420827,0.0172847713139662,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0174350173816372,NA,0.017499316519455,0.0180896229378874,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +220.0835,-43.7264,7535,400.981513342015,0.0173564912033035,407.941145451023,0.0172075878010203,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0173564912033035,NA,0.0174550269230259,0.01802183543864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +221.0836,-43.7344,7280,387.411468763088,0.0172603628085903,394.098331270148,0.0171130949292099,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0172603628085903,NA,0.0173513283006444,0.0179269716445587,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +222.0836,-43.7424,7035,374.373582795099,0.0172543630556388,380.833160511086,0.0171071969596594,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0172543630556388,NA,0.0173063695170674,0.0179052347727871,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +223.0839,-43.7504,6798.5,361.788031646408,0.0170875611004254,367.970106742569,0.0169432108041301,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0170875611004254,NA,0.0171807690105662,0.0177700187228771,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +224.0837,-43.7576,6547,348.40424258131,0.0170250930844024,354.335857242258,0.0168817903946813,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0170250930844024,NA,0.0171021648813707,0.0177050056957935,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +225.084,-43.7656,6292,334.834198002383,0.0169316116395207,340.50348060659,0.0167898696131518,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0169316116395207,NA,0.017003006352274,0.0176181651385186,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +226.0838,-43.7816,6058.5,322.408294436974,0.0168378213838253,327.836947711368,0.0166976366842477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0168378213838253,NA,0.0169236486537788,0.0175200791888481,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +227.084,-43.7896,5827,310.088822593752,0.0167678977924439,315.288360277583,0.0166288685934131,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0167678977924439,NA,0.0168468413925186,0.0174247292647249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +228.0838,-43.7952,5578.5,296.864681111935,0.0166848717993964,301.817830258056,0.0165472084788186,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0166848717993964,NA,0.0167495164795418,0.0173482861850481,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +229.0839,-43.8024,5327,283.480892046836,0.0165949196209567,288.18523466443,0.0164587285963372,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0165949196209567,NA,0.0166880745337104,0.0172551118629889,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +230.0839,-43.816,5098,271.294459856349,0.0165104378055021,275.773650162785,0.0163756224108219,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0165104378055021,NA,0.0165905890476844,0.0172128843295631,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +231.084,-43.8344,4860,258.629084916017,0.0164077802678714,262.8726141122,0.0162746271648693,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0164077802678714,NA,0.0164700085689976,0.0170495799348273,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +232.084,-43.8368,4607,245.165472059278,0.0163430623444917,249.17222665386,0.016210951949939,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0163430623444917,NA,0.0164167011513094,0.0170081151247989,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +233.084,-43.8424,4372,232.659744702228,0.0162434929149976,236.438951616904,0.016112978823711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0162434929149976,NA,0.0163185561703434,0.0169056886554007,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +234.0843,-43.8528,4138,220.207233206272,0.0161765692000917,223.769430752594,0.0160471226395712,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0161765692000917,NA,0.0162596981996931,0.0168438751793529,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +235.0844,-43.8632,3906.5,207.88776136305,0.0160846318092786,211.23155946223,0.0159566447119996,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0160846318092786,NA,0.0161494209631377,0.0167487242505775,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +236.0834,-43.8736,3663.5,194.956307117249,0.0159927385342957,198.074192362587,0.0158662020188358,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0159927385342957,NA,0.0161005622471915,0.0167090319258275,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +237.0834,-43.8816,3440,183.062562162778,0.0159034922091443,185.97389619392,0.0157783566615203,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0159034922091443,NA,0.0160334193872363,0.0166177370168865,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +238.0832,-43.8896,3194.5,169.998068264242,0.0158259806949125,172.688454410764,0.0157020556428039,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0158259806949125,NA,0.0159164412383763,0.0164912637259631,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +239.0835,-43.9024,2969.5,158.02449951813,0.015733425682472,160.510766237308,0.015610938432828,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.015733425682472,NA,0.0158319537730197,0.016405272345899,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +240.0835,-43.9,2739.5,145.784851466549,0.0156207097354815,148.062114315138,0.015499962266594,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0156207097354815,NA,0.0157091412430355,0.0163129356801895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +241.0833,-43.932,2505.5,133.332339970593,0.0155301399354144,135.403009868253,0.0154107814948736,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0155301399354144,NA,0.015631051469707,0.0162394531664333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +242.0836,-43.9288,2275.5,121.092691919012,0.0154701865217314,122.966018449418,0.015351743184619,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0154701865217314,NA,0.0155329889547827,0.0161240081537878,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +243.0834,-43.932,2037,108.400709048133,0.0153568970689442,110.065407579186,0.0152401734169906,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0153568970689442,NA,0.01547165131668,0.0160622919399443,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +244.0834,-43.9392,1830,97.3850258017103,0.0152862235084438,98.8736750724908,0.0151705663454056,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0152862235084438,NA,0.0153856556291203,0.0159848514278467,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +245.0837,-43.9552,1606.5,85.4912808472391,0.015172713476504,86.7884155562736,0.0150587590785946,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.015172713476504,NA,0.0152685258777765,0.0158464798244706,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +246.0835,-43.9552,1382.5,73.570927962221,0.0150748645644003,74.6799997371287,0.0149623679652764,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0150748645644003,NA,0.0151956996689318,0.0157847046824932,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +247.0836,-43.9736,1164,61.943262313219,0.0149911327180645,62.8718619795464,0.0148798762172294,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0149911327180645,NA,0.0150547148665622,0.0155997158423785,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +248.0838,-43.984,953.5,50.7413235529676,0.0148837989023981,51.4965472087715,0.0147741220999737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0148837989023981,NA,0.014971720227088,0.0155409077441241,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +249.0839,-43.976,730,38.8475785984964,0.0147969348320952,39.422403687403,0.0146885282734056,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0147969348320952,NA,0.0149058355157922,0.0154661729079561,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +250.0837,-44.0024,569,30.2798249623897,0.0147169087155235,30.7254503822832,0.0146096659223381,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0147169087155235,NA,0.0148066257175378,0.0153718534747065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +251.084,-44.0056,310.5,16.5235248696344,0.0146286770544743,16.7652421787539,0.0145227101453394,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0146286770544743,NA,0.0147229724119314,0.0153000316555211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +252.084,-44.016,95.5,5.08211473446084,0.0144983588911045,5.15579705780682,0.0143942626294959,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0144983588911045,NA,0.0145817219650646,0.0151177313875338,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +253.084,-44.024,-113,-6.01339230360287,0.0144060685736471,-6.10002164548881,0.0143032871096324,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0144060685736471,NA,0.0144993600657872,0.0150773058007006,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +254.0841,-44.0496,-297.5,-15.8317186754146,0.0143275865111438,-16.0585489943567,0.0142259166156341,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0143275865111438,NA,0.0144287974441662,0.0149894030912656,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +255.0841,-44.0344,-509.5,-27.1134812273068,0.0142194586105279,-27.4990202514058,0.0141193103616867,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0142194586105279,NA,0.0143167340162686,0.0148775904507466,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +256.0842,-44.0528,-720.5,-38.342027918105,0.0141021546171629,-38.8827331241417,0.014003644293021,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0141021546171629,NA,0.0142134602279568,0.0147686365538553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +257.0839,-44.0608,-891,-47.4153322346032,0.0140220843847606,-48.0801940243283,0.0139246844039725,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0140220843847606,NA,0.0141348463323276,0.0146828752703053,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +258.0842,-44.076,-1095,-58.2713678977447,0.0139219414494698,-59.0826184697976,0.0138259213867528,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0139219414494698,NA,0.0140297831895437,0.0146166643872341,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +259.0843,-44.0792,-1282.5,-68.2493418528379,0.0138215338191956,-69.1926524393947,0.0137268875281007,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0138215338191956,NA,0.0139164345871307,0.0144621358191891,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +260.0841,-44.0872,-1482.5,-78.8925140716041,0.01372434664455,-79.9752622823828,0.0136310207211826,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.01372434664455,NA,0.0138322384950934,0.0143911119303331,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +261.0831,-44.0872,-1670.5,-88.8970959572442,0.0136041751222009,-90.1064676185017,0.0135124691187169,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0136041751222009,NA,0.0137161538359369,0.014251881677735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +262.0834,-44.108,-1866,-99.3007968010882,0.0135392807354991,-100.645258166237,0.0134484436679907,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0135392807354991,NA,0.0136327106608324,0.0141548243721709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +263.0834,-44.1128,-2050,-109.092515242353,0.0134378584411229,-110.558485019166,0.0133483712078722,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0134378584411229,NA,0.0135182162797611,0.0140731100410352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +264.0832,-44.124,-2252.5,-119.868727113854,0.0133224955443011,-121.465677696729,0.0132345315062819,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0133224955443011,NA,0.0133841915253406,0.0139191531800851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +265.0835,-44.1344,-2428,-129.208110735821,0.0132384548871516,-130.918626480851,0.0131515923208802,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0132384548871516,NA,0.0133122458946793,0.0138615126451159,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +266.0836,-44.1392,-2599,-138.308022982866,0.0131328415888759,-140.124400339171,0.0130473534792079,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0131328415888759,NA,0.0132039003109601,0.0137576505064327,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +267.0833,-44.1528,-2810,-149.536569673664,0.0130073761668637,-151.481648086112,0.0129235067473054,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0130073761668637,NA,0.0131228395284087,0.0136650846460614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +268.0836,-44.1608,-2984,-158.796129503991,0.0128916162275671,-160.84326826398,0.012809226677216,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0128916162275671,NA,0.0129877030802038,0.013523980521764,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +269.0837,-44.1712,-3176.5,-169.040182764553,0.0127886939949533,-171.20198593478,0.0127076092283194,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0127886939949533,NA,0.0128908236105368,0.0134190021256671,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +270.0837,-44.176,-3358.5,-178.725469483631,0.0126758015846405,-180.990958072927,0.0125961361211125,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0126758015846405,NA,0.0127689715056098,0.0133000794595837,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +271.0837,-44.1792,-3526.5,-187.665734147394,0.0125792320316222,-190.026424961619,0.0125007707952761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0125792320316222,NA,0.0126568150517321,0.0131781769766919,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +272.0835,-44.1944,-3709,-197.377628797018,0.0124789126330092,-199.840686982486,0.0124016927525448,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0124789126330092,NA,0.0125810829485025,0.0131231777328163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +273.0836,-44.208,-3886.5,-206.823444141173,0.0123591381531349,-209.379603660621,0.0122833875083625,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0123591381531349,NA,0.0124653387817016,0.0129929217882721,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +274.0839,-44.2264,-4065.5,-216.349083276969,0.0122286876422735,-218.994748638055,0.0121545212676592,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0122286876422735,NA,0.0123377076839174,0.0128588985025382,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +275.0839,-44.216,-4248.5,-226.08758585714,0.0121520584446523,-228.835015414086,0.0120788149581561,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0121520584446523,NA,0.0122501173507655,0.0127669584184735,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +276.0839,-44.2368,-4422.5,-235.347145687466,0.0120381954860683,-238.18030063434,0.011966312728207,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0120381954860683,NA,0.0121271506038068,0.0126629981418512,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +277.0837,-44.2368,-4578.5,-243.648820018104,0.0119182445428719,-246.552686237662,0.0118477815770769,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0119182445428719,NA,0.012022084178777,0.0125502499402297,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +278.0838,-44.2472,-4751.5,-252.855163987337,0.0117939261324532,-255.837319113613,0.0117249198259084,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0117939261324532,NA,0.0118884759485572,0.0124036656118633,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +279.0838,-44.2528,-4920.5,-261.848644512194,0.0117111207185587,-264.915185598067,0.0116430762801565,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0117111207185587,NA,0.0117938239697055,0.0123079906511755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +280.0841,-44.2712,-5087,-270.709085384317,0.011625712470663,-273.856271374191,0.0115586531168496,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.011625712470663,NA,0.0117022608409245,0.0122439328383851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +281.0839,-44.284,-5253,-279.542918325893,0.011477042121795,-282.751244174369,0.0114116805038193,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.011477042121795,NA,0.0115996258275261,0.0121104533997271,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +282.0839,-44.284,-5412.5,-288.030848170359,0.0113558118195134,-291.301672280396,0.0112918185961086,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0113558118195134,NA,0.011447345026581,0.0119383781790464,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +283.0842,-44.2976,-5586.5,-297.290408000685,0.0112670507684979,-300.639994120616,0.011204050329751,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0112670507684979,NA,0.0113907007028398,0.0119067180113087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +284.084,-44.3024,-5752.5,-306.124240942261,0.0111253507208527,-309.529980486898,0.0110639192179322,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0111253507208527,NA,0.0112451523155082,0.0117633541621676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +285.084,-44.308,-5890.5,-313.46802977321,0.0110330118759816,-316.926526268438,0.0109725922015687,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0110330118759816,NA,0.0111409971586611,0.0116588883635517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +286.0841,-44.3208,-6063.5,-322.674373742443,0.01092178263248,-326.198553113529,0.0108625707076006,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.01092178263248,NA,0.0110475619614387,0.0115726189501423,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +287.0831,-44.3264,-6224.5,-331.242127378549,0.010769516843424,-334.809445048604,0.0107119386211063,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.010769516843424,NA,0.01090245362349,0.0114089662028163,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +288.0831,-44.3368,-6387.5,-339.916312736844,0.0106761545112849,-343.545311812529,0.0106195667770064,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0106761545112849,NA,0.0107669144566603,0.011272523567969,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +289.0832,-44.3368,-6547,-348.40424258131,0.0105724911327179,-352.087743346602,0.0105169931734258,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0105724911327179,NA,0.0106739384082754,0.0111763474347231,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +290.0832,-44.36,-6701.5,-356.626093120307,0.0104604192768533,-360.356551579412,0.0104060876504112,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0104604192768533,NA,0.0105605811114337,0.0110497702060023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +291.0835,-44.3656,-6847.5,-364.395608840006,0.01033711994212,-368.162409954967,0.0102840572812194,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.01033711994212,NA,0.0104377026095462,0.0109408836070838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +292.0835,-44.368,-7010,-373.043186267753,0.0102202129912299,-376.855767086336,0.0101683397520851,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0102202129912299,NA,0.0103314636323741,0.0108385788917375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +293.0833,-44.3864,-7175,-381.823803348236,0.0101239787185233,-385.689379407559,0.0100730745263138,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0101239787185233,NA,0.0102178196427222,0.0107033681384665,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +294.0836,-44.3896,-7319.5,-389.513495276294,0.00998708288482242,-393.403598838375,0.00993754154843728,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00998708288482242,NA,0.0100699554464084,0.0106065860719669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +295.0834,-44.408,-7479,-398.00142512076,0.00987654184827685,-401.932302851639,0.00982808758797935,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00987654184827685,NA,0.00998649893283319,0.0105027936790494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +296.0837,-44.4128,-7628.5,-405.957196354288,0.00975142052974287,-409.915855693014,0.0097041822737087,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00975142052974287,NA,0.00989697222343553,0.0103783737579707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +297.0835,-44.4184,-7776.5,-413.833143796175,0.00963405477421516,-417.820034970893,0.00958794319296334,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00963405477421516,NA,0.00973386900811261,0.0101870104064703,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +298.0838,-44.4264,-7929.5,-421.975170543531,0.00953747639803065,-425.999748773145,0.00949228180435218,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00953747639803065,NA,0.00962476846531623,0.0101054291072457,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +299.0836,-44.4392,-8072.5,-429.585038679949,0.00944483315392899,-433.642397695705,0.00940050958452791,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00944483315392899,NA,0.00951869229347888,0.0100172437047258,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +300.0836,-44.4472,-8205.5,-436.662748205428,0.00927013446505135,-440.710670597171,0.00922743048013141,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00927013446505135,NA,0.0093043101569712,0.00979879377190116,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +301.0837,-44.46,-8360,-444.884598744425,0.00918021757927616,-448.968736158568,0.00913833551106891,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00918021757927616,NA,0.00927745954948856,0.00976476996573953,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +302.0839,-44.476,-8504.5,-452.574290672484,0.00903825724823101,-456.664773535518,0.00899765665687169,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00903825724823101,NA,0.00913085025539251,0.00959710908802404,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +303.0837,-44.4736,-8638,-459.67860812851,0.00893976424500176,-463.788026513649,0.00890004112066817,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00893976424500176,NA,0.00906640005079981,0.0095653188289389,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +304.0838,-44.4896,-8779,-467.18204454274,0.00881587816972233,-471.300664530511,0.00877724520541365,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00881587816972233,NA,0.00889512671893536,0.00938300115168856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +305.0841,-44.4816,-8919.5,-474.658873026423,0.00868271012370082,-478.780198428554,0.0086452321799894,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00868271012370082,NA,0.0087844396343072,0.00926686088954815,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +306.0839,-44.5024,-9060.5,-482.162309440653,0.00857007799678839,-486.294478039671,0.00853356335227202,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00857007799678839,NA,0.00868297628732494,0.00918041583680943,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +307.0841,-44.508,-9202,-489.69235378543,0.00849523990188641,-493.852407808957,0.00845935842269231,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00849523990188641,NA,0.00859504537770567,0.00906163046468115,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +308.0839,-44.5184,-9340,-497.036142616379,0.00834257707035582,-501.182704942908,0.00830797011517688,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00834257707035582,NA,0.00843401462395362,0.00891909333219995,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +309.084,-44.5312,-9460,-503.422045947639,0.00822612892410309,-507.56326060084,0.00819247874011383,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00822612892410309,NA,0.00832170753796156,0.00879411694471087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +310.084,-44.5368,-9606.5,-511.218169597885,0.00810545889286903,-515.361827456848,0.00807278609421459,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00810545889286903,NA,0.00818672579802495,0.00864707443619337,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +311.0841,-44.5496,-9743,-518.482134637193,0.00798328892339731,-522.621327319622,0.00795159106274223,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00798328892339731,NA,0.00807083961691082,0.00853469745038985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +312.0841,-44.5656,-9871.5,-525.32037278775,0.00785953960719254,-529.44914906414,0.00782881431188771,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00785953960719254,NA,0.00792842666113802,0.00840763901229544,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +313.0834,-44.56,-9993,-531.786099910651,0.00772592157969959,-535.894637615735,0.00769622948205871,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00772592157969959,NA,0.00782993491329106,0.00829856921972773,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +314.0834,-44.5736,-10137.5,-539.475791838709,0.00760667648979151,-543.5794096613,0.00757789160555981,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00760667648979151,NA,0.00769471146656503,0.00814010927329597,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +315.0832,-44.576,-10264,-546.207598267079,0.00745746969242446,-550.280924876928,0.00742980024288796,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00745746969242446,NA,0.00753758256125495,0.00796272146356328,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +316.0832,-44.5864,-10394,-553.125660209277,0.00735784070655909,-557.195470707807,0.00733090384733999,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00735784070655909,NA,0.00745561017997352,0.00787602636646165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +317.0835,-44.6,-10504,-558.979404929598,0.00720500891139772,-563.006856523404,0.00717917684067596,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00720500891139772,NA,0.00731915265121153,0.0077811370245536,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +318.0833,-44.6024,-10642.5,-566.349801691094,0.0071245690765675,-570.384799974742,0.00709930924030711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0071245690765675,NA,0.00722605058030234,0.00766174082722601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +319.0836,-44.6232,-10786.5,-574.012885688605,0.00698976909774299,-578.025103218697,0.00696545390104364,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00698976909774299,NA,0.00708735746206491,0.00753613590693505,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +320.0834,-44.6288,-10899,-579.999670061661,0.00685883154811272,-583.977790096575,0.00683541676739531,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00685883154811272,NA,0.00696356502998418,0.00739677404680195,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +321.0837,-44.6392,-11033.5,-587.157203378781,0.00672456060632806,-591.105577578344,0.0067020516010885,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00672456060632806,NA,0.006837861779115,0.00727318447166218,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +322.0835,-44.6472,-11147,-593.197203612931,0.0065416100513509,-597.077668402519,0.0065203065758682,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0065416100513509,NA,0.00667206430190483,0.0070978418601208,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +323.0837,-44.652,-11269,-599.689538666379,0.00648565794349654,-603.578919886462,0.00646471656101024,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00648565794349654,NA,0.00659761017651091,0.00702131873252087,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +324.0835,-44.6632,-11400.5,-606.687424400217,0.006364193827313,-610.548500761693,0.00634402786063418,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.006364193827313,NA,0.00646321990802939,0.00687175366479193,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +325.0836,-44.668,-11515.5,-612.807248426008,0.00610826465969042,-616.550437284771,0.00608968483305844,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00610826465969042,NA,0.00625320060036939,0.00666641315034333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +326.0836,-44.6864,-11638.5,-619.352799340549,0.00608583617145165,-623.122079009666,0.00606739226373791,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00608583617145165,NA,0.00619236451601759,0.0066129466774907,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +327.0837,-44.692,-11766.5,-626.164429560559,0.00600713794137879,-629.925885662914,0.00598916702153933,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00600713794137879,NA,0.0061146370523664,0.0065296712417368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +328.0837,-44.692,-11876.5,-632.018174280881,0.00584744304646284,-635.713864559318,0.00583041310685722,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00584744304646284,NA,0.0059495358181231,0.00635505491965557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +329.0837,-44.7128,-12008.5,-639.042667945266,0.00576671989976875,-642.727848015307,0.00575015601956466,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00576671989976875,NA,0.00584529045509397,0.00628607827100005,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +330.084,-44.7208,-12125,-645.242315762698,0.00555877993259104,-648.829075799218,0.00554338693327217,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00555877993259104,NA,0.005657935218598,0.00607968839094755,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +331.0841,-44.7208,-12248.5,-651.814474607786,0.00545258430535214,-655.368547982034,0.00543777278386832,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00545258430535214,NA,0.00555547186087322,0.00596581621682802,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +332.0839,-44.7392,-12340.5,-656.710333828418,0.00532590128641768,-660.207908240159,0.0053117688306634,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00532590128641768,NA,0.00540387335944711,0.00579821238877679,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +333.0841,-44.7472,-12457,-662.909981645849,0.00517405459775177,-666.339914084279,0.00516071517009466,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00517405459775177,NA,0.00527140006750463,0.00564630262878688,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +334.0839,-44.76,-12579,-669.402316699297,0.00507495279606138,-672.79950185812,0.00506211862667537,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00507495279606138,NA,0.00516876017756388,0.00555289584345493,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +335.084,-44.7656,-12690.5,-675.335885211259,0.0049259912827118,-678.662583894712,0.00491389828472858,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0049259912827118,NA,0.00502761129732539,0.00541707378555431,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +336.0843,-44.7704,-12796,-680.950158556658,0.00475521449116802,-684.18822261839,0.00474394417313698,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00475521449116802,NA,0.00485095415420149,0.00524015367917557,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +337.0841,-44.792,-12911,-687.069982582449,0.00465794349644417,-690.270315739421,0.004647128847316,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00465794349644417,NA,0.00475060424269949,0.00511825206150999,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +338.0843,-44.7864,-13026.5,-693.216414538786,0.0045282958936986,-696.355503582186,0.0045180740087113,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0045282958936986,NA,0.00460520954528888,0.00499736670706034,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +339.0831,-44.8072,-13131,-698.777472023091,0.00440126435970284,-701.85297640607,0.00439160712139155,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00440126435970284,NA,0.00449766438026774,0.00485316661533055,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +340.0832,-44.8048,-13098.5,-697.047956537542,0.0043229631721048,-700.061269182845,0.00431364600899549,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0043229631721048,NA,0.00443307161799028,0.00477735427991838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +341.0832,-44.8024,-13026.5,-693.216414538786,0.0042936261448057,-696.192826660258,0.00428443483205176,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0042936261448057,NA,0.00439299663459487,0.00475126352435547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +342.0835,-44.8048,-12982,-690.848308720111,0.00430199050627327,-693.8203315855,0.00429276339893539,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00430199050627327,NA,0.0043886285626499,0.00472841516862291,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +343.0835,-44.8048,-12958.5,-689.597735984406,0.00430669766539025,-692.567624944028,0.00429745038365736,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00430669766539025,NA,0.00437771482208326,0.00472286634455578,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +344.0836,-44.8128,-12950.5,-689.172009095655,0.00427983553618382,-692.121551950726,0.00427070308772151,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00427983553618382,NA,0.00437690312730576,0.00474721920698326,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +345.0834,-44.7968,-12718.5,-676.825929321886,0.00434194180239635,-679.764668117355,0.00433254276996852,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00434194180239635,NA,0.00442563623155467,0.00477867953205534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +346.0837,-44.7816,-12384.5,-659.051831716547,0.00444287441105359,-661.979916235238,0.0044330339803037,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00444287441105359,NA,0.0045353520002465,0.00491774494925514,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +347.0837,-44.776,-12044.5,-640.958438944644,0.00452991494467866,-643.861926156137,0.00451968575990043,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00452991494467866,NA,0.00462312128809841,0.00496659493119111,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +348.0837,-44.7704,-11717.5,-623.556852366962,0.00459640191286253,-626.42297027596,0.00458587071566982,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00459640191286253,NA,0.00470294272970282,0.0050819171743289,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +349.0837,-44.76,-11410,-607.192975080609,0.004713675025146,-610.055085442691,0.00470260044669795,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.004713675025146,NA,0.0047986856294245,0.00516517135535116,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +350.0836,-44.7496,-11084.5,-589.871212294567,0.00476154952443142,-592.679913284944,0.004750249204652,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00476154952443142,NA,0.00484593552869748,0.00521440852268379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +351.0839,-44.7416,-10764,-572.815528813994,0.00488244895798406,-575.612271395769,0.00487056845899712,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00488244895798406,NA,0.00499778552878656,0.00536720190081895,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +352.0839,-44.7336,-10450,-556.105748430531,0.00495384160652209,-558.860608224732,0.00494161170655241,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00495384160652209,NA,0.00505086405174535,0.00542019336364463,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +353.0837,-44.7264,-10149,-540.087774241288,0.00502122412606542,-542.799676003501,0.00500865982144442,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00502122412606542,NA,0.00511873416944733,0.00547505009680422,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +354.0839,-44.708,-9836.5,-523.457817649466,0.0051033986835835,-526.12923158697,0.00509042048108855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0051033986835835,NA,0.00522229079261351,0.00559384709124778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +355.084,-44.708,-9524,-506.827861057644,0.00521022516719906,-509.468548334764,0.00519669890695069,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00521022516719906,NA,0.00531332100431715,0.00569158064753216,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +356.0838,-44.7024,-9215,-490.38415997965,0.00528255307134416,-492.974640330089,0.00526864933120398,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00528255307134416,NA,0.00540070568808356,0.00578581787228668,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +357.0841,-44.7024,-8916,-474.472617512595,0.00537882704829795,-477.024723661348,0.00536441282273902,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00537882704829795,NA,0.00545184105152897,0.0058022755906914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +358.0841,-44.676,-8603.5,-457.842660920773,0.0054149137976672,-460.321839462554,0.00540030586202993,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0054149137976672,NA,0.00553129407872195,0.00592122560282452,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +359.0839,-44.676,-8292.5,-441.292528120591,0.00552204468051317,-443.729365178049,0.0055068540882144,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00552204468051317,NA,0.00562477791311735,0.00600235627352707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +360.0842,-44.6552,-8005,-425.992968056115,0.00562846662196258,-428.39065525801,0.00561268598985552,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00562846662196258,NA,0.00574009656414363,0.00608704813774591,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +361.084,-44.6576,-7687.5,-409.096932158824,0.00571102939878942,-411.433296765338,0.0056947832956923,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00571102939878942,NA,0.00579036658954376,0.00615926280233165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +362.084,-44.6392,-7393,-393.424861066691,0.00581813381213708,-395.713859553398,0.00580127383573284,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00581813381213708,NA,0.00589411241631385,0.00625810980619661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +363.0841,-44.6368,-7102.5,-377.965653418933,0.00588641408883158,-380.190515766313,0.00586915684250135,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00588641408883158,NA,0.00597994944198156,0.00635059898975733,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +364.0841,-44.6264,-6813,-362.559661632269,0.005996016781662,-364.73357544777,0.00597811220814014,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.005996016781662,NA,0.00608031377699847,0.00643590645273887,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +365.0834,-44.6104,-6518.5,-346.887590540136,0.00604664675572177,-348.985097264076,0.00602843914701487,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00604664675572177,NA,0.006136459115145,0.00651892953604867,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +366.0832,-44.6128,-6227.5,-331.401774961831,0.00613491503291052,-333.434896692978,0.00611617305624194,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00613491503291052,NA,0.00623239752158053,0.00659577082643886,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +367.0832,-44.6024,-5926.5,-315.383800772588,0.00621382943055296,-317.343541915748,0.00619460319704142,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00621382943055296,NA,0.00629794169161149,0.00668012239291025,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +368.0835,-44.5896,-5667,-301.574284818739,0.00628505443893476,-303.469695616208,0.00626538585335241,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00628505443893476,NA,0.0064092373958873,0.00677346025615076,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +369.0835,-44.5816,-5381,-286.354548545903,0.00640130847553326,-288.187592344517,0.00638090711773796,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00640130847553326,NA,0.0064937016137852,0.00686559980174047,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +370.0833,-44.568,-5085,-270.602653662129,0.0064607192645009,-272.350941439669,0.00643993827652207,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0064607192645009,NA,0.00654323229810781,0.00687840555776801,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +371.0834,-44.5736,-4806,-255.755428416951,0.00653167516631664,-257.425939797393,0.00651043620988875,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00653167516631664,NA,0.00664503275365302,0.00699216112840703,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +372.0834,-44.5496,-4539.5,-241.573401435445,0.00659886357620559,-243.167511355157,0.00657718638690981,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00659886357620559,NA,0.00669233654594052,0.00706528151087202,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +373.0835,-44.5416,-4266.5,-227.045471356829,0.0067136485556477,-228.56977485767,0.00669121238026629,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0067136485556477,NA,0.0068660226179721,0.00726229832829122,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +374.0835,-44.5312,-3983.5,-211.985382667275,0.00679388642820599,-213.425587281556,0.00677091198029934,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00679388642820599,NA,0.00687862768628784,0.00726956546331804,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +375.0835,-44.5368,-3694.5,-196.605998811158,0.00686365561418054,-197.95543467868,0.00684020795992428,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00686365561418054,NA,0.00696220146153684,0.00731859399059054,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +376.0836,-44.5288,-3429.5,-182.503795621293,0.00695415924050198,-183.772956078039,0.00693009059549816,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00695415924050198,NA,0.0070290550771036,0.0074379043966147,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +377.0836,-44.5208,-3150,-167.629962445567,0.00703149429141153,-168.808651569573,0.00700688861122578,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00703149429141153,NA,0.00713588175262765,0.00749422818498709,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +378.0836,-44.508,-2875.5,-153.02220857531,0.00708675378072671,-154.106639290466,0.00706176075131172,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00708675378072671,NA,0.00718260536584214,0.0075377650457096,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +379.084,-44.484,-2593,-137.988727816303,0.00717726181863094,-138.97910904386,0.00715162785638267,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00717726181863094,NA,0.00727976266771753,0.00766420187440355,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +380.084,-44.476,-2319.5,-123.43418980714,0.00728344421112068,-124.333215842345,0.00725704802394436,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00728344421112068,NA,0.00738349549073186,0.00777748004668571,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +381.0838,-44.476,-2043.5,-108.746612145243,0.00736058956395911,-109.547051323715,0.0073336326230921,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00736058956395911,NA,0.00745317783507941,0.0078348117406925,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +382.0841,-44.468,-1782,-94.8306644692064,0.00743664525578353,-95.5358864802341,0.00740912974066421,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00743664525578353,NA,0.00753944161223381,0.00794464677047957,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +383.0839,-44.4632,-1516,-80.6752454182474,0.00752826501261713,-81.2825900457139,0.00750006904827194,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00752826501261713,NA,0.00762560830833291,0.00799855468078161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +384.0839,-44.4416,-1236,-65.7748043119748,0.00759224620162692,-66.2741828201751,0.0075635701527222,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00759224620162692,NA,0.00769470230968436,0.00806052002674161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +385.084,-44.4344,-969.5,-51.5927773304689,0.00768290864493806,-51.9891599254375,0.00765354540315326,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00768290864493806,NA,0.00774921643054752,0.00814117105044489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +386.0843,-44.4208,-703.5,-37.4373582795099,0.0077693889075155,-37.7282236756534,0.00773936262912818,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0077693889075155,NA,0.007860981886499,0.00822398154856763,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +387.084,-44.4208,-442,-23.5214106034732,0.00785904109830774,-23.7062663360961,0.00782831969037694,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00785904109830774,NA,0.00796529768333356,0.00833725328431037,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +388.0843,-44.4024,-172.5,-9.1797360386858,0.00787905203903372,-9.2520636566392,0.00784817439351997,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00787905203903372,NA,0.00801305979375041,0.00837730452155711,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +389.0843,-44.4,95.5,5.08211473446084,0.00800164552047856,5.1227800150604,0.00796980210863662,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00800164552047856,NA,0.008091774082453,0.008461048407479,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +390.0841,-44.3864,368,19.5834368825297,0.00810020469745359,19.7420667299579,0.00806757413046475,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00810020469745359,NA,0.0081664466921033,0.00853221831665547,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +391.0831,-44.384,631.5,33.6058162807541,0.00820163140341284,33.8814387988997,0.00816818079979242,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00820163140341284,NA,0.00828277028345722,0.0086813635941086,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +392.0834,-44.36,894.5,47.6015877484316,0.00825296899539431,47.9944421762509,0.00821909946861089,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00825296899539431,NA,0.00834161436782232,0.008734887235171,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +393.0832,-44.3816,1154,61.4111037022807,0.00834181827807102,61.9233839696209,0.00830721760051813,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00834181827807102,NA,0.00840410545677138,0.00878844952662532,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +394.0835,-44.3552,1393,74.1296945037062,0.00840146288094019,74.7524923804545,0.00836636702567672,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00840146288094019,NA,0.00846668138296353,0.00886986397533931,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +395.0835,-44.3472,1641,87.3272280549762,0.00847522454957733,88.0673459220343,0.00843951147633138,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00847522454957733,NA,0.008566149428099,0.00896507921101165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +396.0833,-44.3288,1966.5,104.648990841018,0.00860726323033754,105.549732251976,0.00857043193372338,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00860726323033754,NA,0.00872160349978887,0.0091215644157118,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +397.0834,-44.3312,2208,117.500621295178,0.00867281935449712,118.519682957712,0.00863542650215106,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00867281935449712,NA,0.00877063032937973,0.00917509952725436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +398.0837,-44.3312,2466.5,131.256921387934,0.0087547424517814,132.406041929699,0.00871664190624303,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0087547424517814,NA,0.00885545788093115,0.00921067991992425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +399.0834,-44.3128,2714.5,144.454454939204,0.00885435599710606,145.733506108604,0.00881538605393979,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00885435599710606,NA,0.00893069473199535,0.00933899039122444,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +400.0835,-44.3,2956,157.306085393364,0.00890129524078424,158.706313302622,0.00886191224620477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00890129524078424,NA,0.00899716167334336,0.00940901250581171,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +401.0835,-44.2896,3213,170.982561694478,0.00896446911009556,172.515329587153,0.00892452678721938,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00896446911009556,NA,0.00902380530497045,0.00940907352720157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +402.0836,-44.292,3451.5,183.674544565357,0.00907731740457741,185.341816705518,0.00903636619049993,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00907731740457741,NA,0.00918167724340663,0.00956950016928134,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +403.0836,-44.2712,3686,196.15366399186,0.00917582805413892,197.953536284839,0.0091339859066999,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00917582805413892,NA,0.009297258865363,0.00971275676627712,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +404.0836,-44.2608,3929.5,209.111726168208,0.0092472515837582,211.045434909199,0.00920475752080761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0092472515837582,NA,0.00935027024792181,0.00974269925027892,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +405.0837,-44.2608,4177.5,222.309259719478,0.00932220437981963,224.381672074109,0.00927902080253349,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00932220437981963,NA,0.00942421269913269,0.00983741763276342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +406.084,-44.2448,4432.5,235.879304298405,0.00939574546930424,238.095566203069,0.00935188000460557,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00939574546930424,NA,0.009482491694215,0.00985992119155041,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +407.0838,-44.2424,4653,247.613401669594,0.00950312340080106,249.966502381352,0.00945825277369624,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00950312340080106,NA,0.00959785304355501,0.0100089146130725,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +408.0838,-44.2312,4893,260.385208332114,0.00956012105383885,262.874522444398,0.00951471227610111,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00956012105383885,NA,0.00963064516177675,0.0100222265800172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +409.0841,-44.2128,5143,273.689173605572,0.00964985265312602,276.330233803622,0.0096035902041174,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00964985265312602,NA,0.00973869983453427,0.0101353816976638,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +410.0841,-44.2128,5368,285.662742351683,0.00974311351885503,288.445986878523,0.00969595545185024,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00974311351885503,NA,0.00983454599370898,0.0102541240914509,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +411.0839,-44.2024,5610,298.54098073639,0.00983805078614412,301.47804206662,0.00978997224012005,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00983805078614412,NA,0.0099034001361126,0.0103190049676799,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +412.0842,-44.2,5843.5,310.9668843018,0.0099134888563412,314.049651044017,0.00986467258692161,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0099134888563412,NA,0.00998375834214667,0.0103886024740885,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +413.0842,-44.1896,6078,323.446003728303,0.00999567664860858,326.679065394856,0.00994605029807452,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.00999567664860858,NA,0.0100925690454226,0.0105079609675832,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +414.0843,-44.168,6282.5,334.328647321992,0.0100938343715258,337.703305313716,0.0100432318560786,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0100938343715258,NA,0.0101806079009898,0.010569619267273,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +415.0843,-44.1632,6525.5,347.260101567793,0.0101660961019252,350.790381132696,0.0101147689185529,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0101660961019252,NA,0.0102664143917058,0.0106900356690506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +416.0834,-44.1632,6745.5,358.967591008435,0.0102625774232825,362.651523703608,0.01021027471165,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0102625774232825,NA,0.0103396264159159,0.0107238866121226,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +417.0831,-44.1472,6976,371.233846990563,0.0103771021193244,375.086178530934,0.0103236296034935,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0103771021193244,NA,0.010473531854096,0.0108666256337357,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +418.0834,-44.1368,7199.5,383.127591945034,0.0104582752474898,387.134445756503,0.0104039658140707,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0104582752474898,NA,0.0105501204623567,0.0109840082337985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +419.0832,-44.1312,7408,394.223098983098,0.0105221549700895,398.371175523387,0.010467182381303,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0105221549700895,NA,0.0106233147273619,0.011060914466872,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +420.0833,-44.124,7627,405.877372562647,0.0106531789867477,410.201256859228,0.0105968336932307,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0106531789867477,NA,0.0107104198334864,0.0111068753029329,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +421.0833,-44.1128,7846,417.531646142196,0.010724955443011,422.009654443118,0.0106678510403277,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.010724955443011,NA,0.010833924856356,0.011263032603392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +422.0836,-44.1024,8068,429.345567305026,0.0108242160616916,433.992896490665,0.0107660535675375,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0108242160616916,NA,0.0109058963963103,0.0112956689548569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +423.0836,-44.092,8260,439.563012635042,0.0109182710123699,444.362280734005,0.0108590970202496,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0109182710123699,NA,0.0110224298096759,0.0114397019044396,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +424.0837,-44.0872,8480.5,451.297110006232,0.0109811801866981,456.252884888947,0.0109213248172959,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0109811801866981,NA,0.0110880503110592,0.0115185371475373,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +425.0837,-44.0792,8679,461.860458433357,0.0110617798090667,466.969457127061,0.0110010457965291,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0110617798090667,NA,0.011127402483535,0.0115342193324129,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +426.0835,-44.076,8873,472.18433548556,0.0111711429529372,477.459174197407,0.0111092065753852,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0111711429529372,NA,0.01125288639222,0.0116633227668494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +427.0838,-44.0712,9087,483.57252975964,0.0112665654943621,489.020731337451,0.0112035704621907,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0112665654943621,NA,0.0113681210340518,0.0117764908701124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +428.0838,-44.0528,9258,492.672442006685,0.0114168240131289,498.297196573194,0.0113521439065793,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0114168240131289,NA,0.0114839077442887,0.0119221166701058,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +429.0839,-44.0424,9473.5,504.140460072406,0.0114866152570188,509.931327572754,0.0114211449696678,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0114866152570188,NA,0.0116025421419051,0.0120164671205456,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +430.0839,-44.0312,9674,514.810240221719,0.0115875081614287,520.775608081875,0.0115208871425577,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0115875081614287,NA,0.0116724235011297,0.0121213574790081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +431.0839,-44.024,9847,524.016584190951,0.01164481462528,530.118660174427,0.0115775355691584,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.01164481462528,NA,0.01169594177262,0.0121250009761206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +432.0837,-44.024,10057,535.191915020656,0.0117553688965749,541.483293412188,0.0116868113044331,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0117553688965749,NA,0.0118319542849105,0.0122745897130161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +433.084,-44.008,10248,545.356144489577,0.0118705994459052,551.829848836176,0.0118006965295267,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0118705994459052,NA,0.011939740034528,0.0123528679141765,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +434.0841,-44.0056,10440,555.573589819593,0.0119994176710371,562.240149370836,0.0119279954412319,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0119994176710371,NA,0.012057356941203,0.0125126614293076,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +435.0841,-43.9872,10629,565.631387566327,0.0120400042351196,572.441591868142,0.0119680999605893,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0120400042351196,NA,0.0121083672676017,0.0125460575963056,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +436.0841,-43.976,10808.5,575.18363463267,0.0121568670701796,582.176065619842,0.0120835658392758,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0121568670701796,NA,0.0122165149746378,0.0126745204936676,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +437.0842,-43.9712,10999.5,585.347864101591,0.0122354814801744,592.509877052266,0.012161233006997,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0122354814801744,NA,0.0123223365296871,0.0128010771853059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +438.0842,-43.9656,11191.5,595.565309431607,0.0123322716123454,602.909982590408,0.0122568486089909,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0123322716123454,NA,0.0124298485484531,0.0128854747290534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +439.084,-43.9552,11354,604.212886859354,0.0124585752351375,611.740518568331,0.0123816058135711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0124585752351375,NA,0.0125226364272934,0.012967932446791,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +440.0843,-43.9392,11550,614.643195633745,0.0125608798461241,622.363654962338,0.0124826464340123,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0125608798461241,NA,0.0126157619313563,0.013066789381189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +441.0841,-43.9288,11724,623.902755464072,0.0126833895074909,631.81595712642,0.0126036290368224,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0126833895074909,NA,0.0127803108039796,0.0132200869503285,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +442.0834,-43.924,11908.5,633.721081835883,0.0128042227672979,641.835387740043,0.0127229417980737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0128042227672979,NA,0.0128719675569437,0.0133332925072856,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +443.0832,-43.9128,12082.5,642.98064166621,0.0128775873934602,651.26068107157,0.0127953762997079,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0128775873934602,NA,0.0129641100593197,0.0134055842699368,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +444.0834,-43.908,12258.5,652.346633218724,0.012988053433094,660.819346147868,0.0129044319424091,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.012988053433094,NA,0.0130730467249674,0.0135187768998078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +445.0835,-43.892,12421,660.994210646472,0.0130831230478745,669.642079238292,0.0129982782158805,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0130831230478745,NA,0.0131598133006512,0.0136214216832026,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +446.0833,-43.8792,12593.5,670.173946685157,0.0131909862535072,679.01420200334,0.0131047427906775,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0131909862535072,NA,0.0132429868287587,0.0136774933665669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +447.0836,-43.8792,12768.5,679.486722376578,0.0133094813742962,688.530338252131,0.013221688355524,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0133094813742962,NA,0.0134342391335307,0.0138779572334317,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +448.0836,-43.8656,12942.5,688.746282206904,0.0134044186415853,697.978525711441,0.0133153742648749,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0134044186415853,NA,0.0134915024693552,0.0139670613830065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +449.0834,-43.8576,13110.5,697.686546870668,0.0135184139476609,707.11816241698,0.0134278554154771,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0135184139476609,NA,0.0136009538146247,0.0140714399860358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +450.0834,-43.8472,13276,706.493771881697,0.0136361149835006,716.127602190203,0.01354397979997,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0136361149835006,NA,0.0137300170152062,0.0142068072098661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +451.0835,-43.8448,13427.5,714.555974837412,0.0137381107836736,724.372623980864,0.0136445984217938,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0137381107836736,NA,0.0138128004645181,0.014289306773826,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +452.0835,-43.832,13587,723.043904681878,0.0138397536572022,733.050654206017,0.0137448588116869,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0138397536572022,NA,0.013924229536844,0.0143973354619394,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +453.0835,-43.824,13741.5,731.265755220875,0.0139228237660802,741.447039456985,0.0138267915880873,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0139228237660802,NA,0.0139919507650922,0.0144522761141348,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +454.0836,-43.8136,13907.5,740.099588162451,0.0140387160528684,750.489636131509,0.0139410859518005,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0140387160528684,NA,0.0141219688999844,0.0146285582323033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +455.0836,-43.808,14055.5,747.975535604338,0.0141939155446541,758.592237186173,0.0140941250950139,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0141939155446541,NA,0.0142646191139053,0.0147328818425219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +456.0837,-43.7976,14215,756.463465448804,0.0142591187421694,767.249967826751,0.0141584136897566,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0142591187421694,NA,0.0143227764711006,0.0148248246139963,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +457.0837,-43.7792,14358,764.073333585222,0.0144069508902575,775.08130057874,0.0143041568956619,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0144069508902575,NA,0.0145007830215045,0.0149965589211946,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +458.0837,-43.7768,14504.5,771.869457235468,0.0144966824895445,783.059003680388,0.0143926101842944,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0144966824895445,NA,0.014573515459045,0.0150621968433853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +459.0838,-43.7768,14655.5,779.905052260636,0.0146236037339639,791.310074695012,0.0145177099582672,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0146236037339639,NA,0.0146785161799323,0.0151750742704362,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +460.0841,-43.7608,14800.5,787.621352119242,0.0147240113642379,799.218297858562,0.0146166655335554,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0147240113642379,NA,0.014781348787061,0.0152589073630696,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +461.0838,-43.7552,14960,796.109281963708,0.0148363302687536,807.920622200942,0.0147273485246704,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0148363302687536,NA,0.0149060277870953,0.0153626482219966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +462.0839,-43.7424,15084.5,802.73465666989,0.0149044009952531,814.698935885685,0.0147944218463775,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0149044009952531,NA,0.0149808410482369,0.0154747525574353,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +463.0839,-43.7424,15244,811.222586514356,0.0150681589581606,823.446217398404,0.0149557619220941,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0150681589581606,NA,0.0151413928818322,0.0155974585514223,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +464.0842,-43.7264,15386,818.77923878968,0.0151602286964654,831.192119301649,0.0150464608197431,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0151602286964654,NA,0.0152378023837642,0.0157477459681847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +465.084,-43.724,15540.5,827.001089328677,0.0152769591840335,839.635151215503,0.0151614414637084,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0152769591840335,NA,0.0153692160028526,0.0158639545229318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +466.0843,-43.7056,15663.5,833.546640243218,0.0154416435793821,846.417970368645,0.0153236346848523,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0154416435793821,NA,0.0155199435741773,0.0160486685083683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +467.0841,-43.7024,15818,841.768490782215,0.0155255960048704,854.837448299729,0.0154063070430271,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0155255960048704,NA,0.0156079272055387,0.0161265234113142,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +468.0834,-43.684,15958,849.218711335351,0.0156562670948844,862.514306301991,0.0155349721247395,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0156562670948844,NA,0.01575791751074,0.0162550878669806,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +469.0832,-43.6768,16084.5,855.950517763721,0.0157703506326209,869.449157553028,0.0156472907651088,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0157703506326209,NA,0.0158297224353689,0.0163286677302762,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +470.0832,-43.6632,16229,863.640209691779,0.0158796255448305,877.354492827143,0.0157548633426653,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0158796255448305,NA,0.0159416710240339,0.0164976711449879,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +471.0835,-43.6656,16367.5,871.010606453275,0.015998473592264,884.9454466392,0.0158718467853427,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.015998473592264,NA,0.0160681092009443,0.0165988641895024,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +472.0835,-43.6472,16497,877.902060464926,0.0161144982265436,892.049011661367,0.0159860379115396,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0161144982265436,NA,0.0161854208124242,0.0167119127064521,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +473.0833,-43.6424,16646.5,885.857831698453,0.016240404806861,900.244521486564,0.0161099400708431,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.016240404806861,NA,0.0163198203200737,0.0168249517858475,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +474.0836,-43.6368,16769.5,892.403382612995,0.0163715611710107,907.01341918066,0.0162389921147423,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0163715611710107,NA,0.0164595247868537,0.0169967290085797,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +475.0834,-43.6264,16904.5,899.587523860662,0.016485203550442,914.417407302943,0.0163507977092356,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.016485203550442,NA,0.0165632310764698,0.0170965133541483,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +476.0834,-43.6184,17039.5,906.771665108329,0.0165835818525118,921.809187238191,0.016447575843702,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0165835818525118,NA,0.0166641045340147,0.0172006534527817,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +477.0835,-43.608,17156.5,912.997920856307,0.0167376343327039,928.279346202119,0.0165991037766824,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0167376343327039,NA,0.0168473701079646,0.0173832267125702,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +478.0835,-43.5952,17296.5,920.448141409443,0.0168510561329829,935.958664707833,0.016710652194441,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0168510561329829,NA,0.0169081314253026,0.0174615684288039,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +479.0835,-43.5872,17412.5,926.621181296328,0.0169729040568917,942.348633703554,0.0168304736995857,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0169729040568917,NA,0.0170512040729571,0.0175727731253149,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +480.0836,-43.5792,17526.5,932.687789461024,0.0170681942508251,948.607085826917,0.0169241691456436,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0170681942508251,NA,0.0171531414238287,0.0176879686919128,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +481.0836,-43.5816,17659.5,939.765498986504,0.0172243642908821,955.95236228905,0.0170777065901061,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0172243642908821,NA,0.0172846629755549,0.0178280687286344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +482.0839,-43.5632,17786,946.497305414873,0.0173476239213679,962.916784711798,0.0171988717603245,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0173476239213679,NA,0.0174118927409716,0.0179705869329198,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +483.0837,-43.5688,17898,952.457481857383,0.017437929026452,969.066367826725,0.0172876330600226,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.017437929026452,NA,0.0175104761382803,0.0180718157177577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +484.0837,-43.5424,18034.5,959.721446896691,0.0175641444175827,976.578132990636,0.0174116775442417,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0175641444175827,NA,0.0176623911565045,0.0182109106361375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +485.0838,-43.5344,18138,965.229288519902,0.0177285641179481,982.341417849948,0.0175732461481419,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0177285641179481,NA,0.0178072600822001,0.0183713645157633,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +486.0838,-43.5216,18255,971.45554426788,0.0178200162346256,988.766897837951,0.0176631011558992,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0178200162346256,NA,0.0178792133078628,0.0184330438103023,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +487.0839,-43.532,18376,977.894663460234,0.0179463639732482,995.444317018188,0.0177872290912195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0179463639732482,NA,0.0180514099786189,0.0185793752679028,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +488.0841,-43.5184,18494.5,984.200742999853,0.018090975665708,1002.00589469164,0.0179292811939855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.018090975665708,NA,0.0181626404633907,0.0187010845717046,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +489.0839,-43.5032,18591.5,989.362681525954,0.0182369108330834,1007.40560053052,0.0180726128927682,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0182369108330834,NA,0.0183013449306964,0.018905500130116,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +490.084,-43.492,18718,996.094487954324,0.0183500238225485,1014.3728455378,0.0181836938269102,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0183500238225485,NA,0.0184352221151701,0.0190187371279684,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +491.0843,-43.4848,18820.5,1001.54911371644,0.0184571811748928,1020.03488716386,0.0182889147355758,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0184571811748928,NA,0.018540327238101,0.0191285427155828,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +492.0843,-43.4712,18940,1007.90840911715,0.0185821172069386,1026.63748130922,0.018411579067385,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0185821172069386,NA,0.0186692946854005,0.019240479283635,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +493.0843,-43.4552,19034,1012.91070005997,0.0187393901427588,1031.89202884817,0.0185659709349082,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0187393901427588,NA,0.0188029085514716,0.0193940633013358,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +494.0834,-43.4608,19154,1019.29660339123,0.0188840459510491,1038.54504728742,0.0187079557648537,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0188840459510491,NA,0.0189612574538339,0.0195595427052094,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +495.0834,-43.4448,19256,1024.7246212228,0.0190362896821895,1044.23157595687,0.018857366640992,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0190362896821895,NA,0.0190929650097951,0.01968247146369,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +496.0834,-43.4344,19364.5,1030.49854215149,0.0191481233125694,1050.23065531003,0.0189671051217489,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0191481233125694,NA,0.0192479973665821,0.0198436739066105,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +497.0835,-43.4368,19463,1035.74030446923,0.0192982935996754,1055.72832495789,0.0191144431004486,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0192982935996754,NA,0.0193557782801186,0.0199727753487719,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +498.0835,-43.4264,19570,1041.43440160627,0.0194112742416489,1061.64997038054,0.0192252785464298,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0194112742416489,NA,0.0194860335734942,0.0200775128495537,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +499.0833,-43.416,19663.5,1046.41008461854,0.0195566359032275,1066.87434564889,0.0193678621163838,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0195566359032275,NA,0.0196244417166843,0.020207819360987,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +500.0834,-43.4,19760.5,1051.57202314464,0.0197047768621293,1072.29301521516,0.0195131509530528,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0197047768621293,NA,0.0197752717879967,0.0203796757295744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +501.0836,-43.4056,19862.5,1057.00004097621,0.0198627556512378,1077.99497451347,0.0196680649599745,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0198627556512378,NA,0.0199063733830977,0.0205295620791927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +502.0834,-43.392,19956.5,1062.00233191903,0.0199813390036881,1083.22256053581,0.0197843320343989,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0199813390036881,NA,0.020047286951702,0.0206488521505352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +503.0837,-43.3736,20040,1066.44585632037,0.0201280682560129,1087.91135130773,0.0199281765282833,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0201280682560129,NA,0.0202032883878109,0.0208354984204277,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +504.0838,-43.3664,20132,1071.341715541,0.0202398577705625,1093.02551948722,0.0200377543286744,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0202398577705625,NA,0.0203180900298227,0.0209721957249972,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +505.0838,-43.3504,20201.5,1075.04021788702,0.0203980130229932,1096.96890225172,0.0201927600305788,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0203980130229932,NA,0.0204839550367201,0.0211231650042528,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +506.0836,-43.3552,20282,1079.32409470508,0.0205611974801038,1101.51629056135,0.0203526696031156,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0205611974801038,NA,0.0206223098930269,0.0212651493752307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +507.0836,-43.3424,20362.5,1083.60797152313,0.0206791190950962,1106.01602981865,0.0204682087820804,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0206791190950962,NA,0.020731703795234,0.0213974537090913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +508.0839,-43.3296,20434.5,1087.43951352188,0.0208599057685859,1110.12339930298,0.020645317004613,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0208599057685859,NA,0.0209696491833317,0.021609366119203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +509.084,-43.3184,20510.5,1091.48391896502,0.0209994882563659,1114.40452270334,0.020782037964348,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0209994882563659,NA,0.0210364035396828,0.0217076196786248,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +510.084,-43.3032,20566,1094.43739925572,0.0211643491150365,1117.60045445812,0.0209434949992946,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0211643491150365,NA,0.0212023997877247,0.0218762693093071,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +511.084,-43.3032,20628.5,1097.76339057409,0.021292549718541,1121.13757214708,0.0210690306752212,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.021292549718541,NA,0.0213663715866691,0.0220312222024262,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +512.0841,-43.2872,20687.5,1100.90312637862,0.0214482344844623,1124.51555477787,0.0212214580095424,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0214482344844623,NA,0.0215075100678299,0.0221633975768249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +513.0841,-43.2816,20744,1103.90982253042,0.0216066103160458,1127.76157188989,0.0213764962673785,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0216066103160458,NA,0.0216585634892752,0.0223545769021133,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +514.0841,-43.2736,20798,1106.78347902949,0.0217704565106144,1130.87866062637,0.0215368643145489,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0217704565106144,NA,0.0218498143709946,0.0225351011146433,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +515.0839,-43.2664,20844,1109.23140863981,0.0219296705429776,1133.5564879872,0.021692673897939,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0219296705429776,NA,0.022009430135444,0.022699505930851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +516.0842,-43.2552,20897,1112.05184927778,0.0221167216644022,1136.64679050464,0.0218756943251268,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0221167216644022,NA,0.0221960129720291,0.0228853386789587,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +517.0843,-43.2448,20926,1113.5951092495,0.0222787591099191,1138.40462643445,0.0220342130142748,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0222787591099191,NA,0.0223246212564053,0.0230382755097958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +518.0843,-43.2424,20975.5,1116.22929437365,0.0224644867564278,1141.30481257424,0.0222158765531029,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0224644867564278,NA,0.0225398066046395,0.0232695950552073,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +519.0843,-43.224,21015,1118.33132088685,0.0226300093525561,1143.63916913778,0.0223777493631902,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0226300093525561,NA,0.0226782708116204,0.0233886373819952,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +520.0834,-43.224,21048,1120.08744430295,0.022819707423812,1145.64751207103,0.0225632323601506,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.022819707423812,NA,0.022889339807372,0.0236398309395401,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +521.0834,-43.2136,21082.5,1121.92339151069,0.0230304046303976,1147.76174118149,0.0227692075741598,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0230304046303976,NA,0.0230458069364051,0.0237698365452194,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +522.0835,-43.2056,21102,1122.96110080202,0.0231501791102719,1148.95785141945,0.0228862788443722,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0231501791102719,NA,0.0232104493648501,0.0239425120671897,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +523.0835,-43.1928,21135,1124.71722421811,0.023410021352062,1151.04687845209,0.0231402095551596,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.023410021352062,NA,0.0234836329662424,0.0242241226166423,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +524.0835,-43.1872,21155,1125.78154143999,0.0235898815931108,1152.33859470227,0.0233159401365366,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0235898815931108,NA,0.0236733464300719,0.0244060746762805,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +525.0836,-43.1792,21178,1127.00550624515,0.0237768444828742,1153.80214089848,0.023498577558452,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0237768444828742,NA,0.0238425372508054,0.0245908435467903,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +526.0836,-43.1664,21199,1128.12303932812,0.0239674689865712,1155.16129328625,0.0236847575448828,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0239674689865712,NA,0.0240499455547115,0.0248192392981333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +527.0836,-43.1584,21210.5,1128.7350217307,0.0241952390195698,1156.04503537123,0.023907171548465,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0241952390195698,NA,0.0242787921742884,0.0250461178485739,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +528.0837,-43.1528,21242,1130.41132135515,0.0244048333303922,1157.99882124761,0.0241117935382642,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0244048333303922,NA,0.0244706892370747,0.0252621309047614,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +529.0835,-43.14,21251.5,1130.91687203554,0.0245992959113447,1158.73663082187,0.0243016053387982,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0245992959113447,NA,0.0246823054217544,0.0254680848094227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +530.0835,-43.1344,21265,1131.63528616031,0.024773376978595,1159.66971370664,0.0244714925144902,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.024773376978595,NA,0.0248680083303437,0.0256453847608375,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +531.0836,-43.124,21289.5,1132.93907475711,0.0250180874905151,1161.28304365081,0.0247102587668866,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0250180874905151,NA,0.0250947688980433,0.025887583974346,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +532.0836,-43.1264,21304.5,1133.73731267352,0.0252318728052373,1162.34362834145,0.0249188043780433,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0252318728052373,NA,0.0253285245057644,0.0261320553643652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +533.0836,-43.1112,21314.5,1134.26947128446,0.0254045862817413,1163.08511793445,0.0250872530332374,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0254045862817413,NA,0.0255049058648302,0.0263296711295919,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +534.0837,-43.0952,21316,1134.3492950761,0.0256276359208738,1163.41998581741,0.0253047529219249,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0256276359208738,NA,0.0257292319400296,0.0265439347267255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +535.0837,-43.0848,21337.5,1135.49343608961,0.0258578323245513,1164.85483496564,0.0255291721617458,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0258578323245513,NA,0.025950305899151,0.0267604145846303,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +536.0838,-43.0792,21353.5,1136.34488986711,0.0260728087666979,1165.97259287363,0.0257387079410047,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0260728087666979,NA,0.0261545078792406,0.0269551587361716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +537.0838,-43.0632,21365.5,1136.98348020024,0.0262704918032787,1166.8525953973,0.0259313492375532,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0262704918032787,NA,0.0263740273199242,0.027187313804879,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +538.0841,-43.0584,21378.5,1137.67528639446,0.0264945561065134,1167.81748810083,0.0261496541081983,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0264945561065134,NA,0.0265736550071359,0.0274258744046392,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +539.0839,-43.0448,21385,1138.02118949157,0.0266939155446539,1168.39943101188,0.0263438490800869,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0266939155446539,NA,0.0267933240286912,0.0276442487219413,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +540.0839,-43.0296,21388,1138.18083707485,0.0268784520637387,1168.77337614403,0.0265235715213236,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0268784520637387,NA,0.026996612041958,0.0278432005328545,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +541.0842,-43.032,21413,1139.5112336022,0.027100487038769,1170.39254301897,0.0267397713777761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.027100487038769,NA,0.0272214454149789,0.0280905235337468,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +542.0842,-43.0192,21424.5,1140.12321600478,0.0273135223843724,1171.26399698607,0.0269471641870052,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0273135223843724,NA,0.0274449510800601,0.0283616515041417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +543.084,-43.016,21444.5,1141.18753322665,0.0275454834212708,1172.62209550371,0.0271729325119641,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0275454834212708,NA,0.0276572636087667,0.0285599080876598,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +544.0841,-43.0056,21439,1140.89484599064,0.0277312992994406,1172.533342434,0.0273537508623082,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0277312992994406,NA,0.0278568196170451,0.0287669430051985,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +545.0841,-42.9952,21454,1141.69308390704,0.0279614957031181,1173.61653016699,0.027577710789783,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0279614957031181,NA,0.02807756136706,0.0290146141593731,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +546.0834,-43.008,21480,1143.07669629548,0.0281691048015669,1175.27614354966,0.0277796523387327,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0281691048015669,NA,0.0282932950864519,0.0292740109397861,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +547.0834,-42.9792,21482,1143.18312801767,0.0283824048421535,1175.62941436579,0.027987087008228,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0283824048421535,NA,0.0285166116738404,0.0294538705793147,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +548.0832,-42.9664,21490.5,1143.63546283697,0.0286155570064762,1176.36122861841,0.0282137786915893,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0286155570064762,NA,0.0287449680451419,0.029727006141842,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +549.0833,-42.9608,21500,1144.14101351736,0.0287923291393884,1177.08349816043,0.0283856183491871,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0287923291393884,NA,0.0289488784321105,0.0299189986457049,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +550.0833,-42.9504,21506.5,1144.48691661447,0.0290487744622281,1177.73285893017,0.0286348555946853,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0290487744622281,NA,0.0291966677097085,0.0301769302918437,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +551.0836,-42.9344,21515,1144.93925143377,0.029293308510826,1178.47831015217,0.0288724585196521,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.029293308510826,NA,0.0294152550235516,0.0304254123497273,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +552.0836,-42.9296,21508,1144.56674040611,0.0294704335703824,1178.29761849612,0.0290445278604637,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0294704335703824,NA,0.0296104767259337,0.0306184364141979,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +553.0837,-42.9216,21543,1146.4292955444,0.0296915862288024,1180.46859982828,0.0292593265573548,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0296915862288024,NA,0.0298277672552642,0.0308498182614892,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +554.0835,-42.924,21546,1146.58894312768,0.0298953131341651,1180.86657861865,0.0294571593422596,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0298953131341651,NA,0.0300342527766372,0.0310629508909656,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +555.0837,-42.9056,21560.5,1147.36057311354,0.0301357002946938,1181.93708747484,0.0296905414224835,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0301357002946938,NA,0.0302733018324998,0.0312989498515913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +556.0838,-42.9008,21557.5,1147.20092553026,0.0303370008293777,1182.00356095953,0.0298859339993563,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0303370008293777,NA,0.030494883256395,0.0315675189705151,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +557.0836,-42.8896,21570.5,1147.89273172448,0.0305654767156648,1182.97862028809,0.0301076581126635,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0305654767156648,NA,0.0307133774719932,0.0317638235211901,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +558.0838,-42.8792,21566,1147.65326034955,0.0307362932114559,1182.92786746474,0.0302733946376829,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0307362932114559,NA,0.0308732359363369,0.031970017742308,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +559.0836,-42.8688,21589,1148.87722515471,0.0309976353914839,1184.48970248964,0.0305269115224778,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0309976353914839,NA,0.0311576579084731,0.0322820369979978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +560.0837,-42.8688,21600.5,1149.48920755729,0.0312240819495667,1185.3809527742,0.0307465256959575,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0312240819495667,NA,0.0313810951818639,0.0324796725031978,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +561.0837,-42.8584,21608.5,1149.91493444604,0.031434999735305,1186.06251010597,0.0309510362603511,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.031434999735305,NA,0.0316130855285707,0.0326909383907344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +562.0838,-42.84,21608.5,1149.91493444604,0.0316157422929644,1186.27034867232,0.0311262549832257,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0316157422929644,NA,0.0317818817735342,0.0329032866731276,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +563.0838,-42.8376,21621.5,1150.60674064026,0.0318714817625158,1187.2782823904,0.0313741261286145,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0318714817625158,NA,0.0320490583559698,0.0331829098401205,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +564.0841,-42.8264,21633.5,1151.24533097339,0.0321004870387689,1188.20086679874,0.0315960334807049,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0321004870387689,NA,0.0322894675224515,0.0334449064039851,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +565.0841,-42.816,21646,1151.91052923706,0.0322874940443627,1189.10283358944,0.0317772077636585,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0322874940443627,NA,0.032493868903703,0.0336467446704703,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +566.0839,-42.8008,21633,1151.21872304284,0.032519013922956,1188.65522072584,0.0320014611052382,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.032519013922956,NA,0.0326913036947914,0.0338473397220792,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +567.084,-42.7928,21653,1152.28304026472,0.0327070355926522,1189.97080267547,0.0321835444856601,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0327070355926522,NA,0.0328979544105727,0.0340618633171191,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +568.084,-42.7976,21656,1152.442687848,0.0329556282976584,1190.42216070307,0.0324242350016403,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0329556282976584,NA,0.0331442641864381,0.0343230265219065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +569.084,-42.7824,21671,1153.24092576441,0.0331889128094726,1191.51573829792,0.0326500512581163,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0331889128094726,NA,0.0333634267200602,0.0345685444920283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +570.0841,-42.7712,21682.5,1153.85290816698,0.0334089625721293,1192.40193678967,0.0328630097306953,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0334089625721293,NA,0.03358129105671,0.0347977408787596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +571.0831,-42.756,21677.5,1153.58682886152,0.0336425558947574,1192.39643823095,0.033089025697434,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0336425558947574,NA,0.0337927002121578,0.0350247588360335,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +572.0834,-42.7344,21687.5,1154.11898747245,0.0338628703523972,1193.20076911647,0.0333021467424158,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0338628703523972,NA,0.0340748831228236,0.0353138987303847,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +573.0834,-42.748,21699,1154.73096987503,0.0340531860452805,1194.05323842443,0.0334862119445132,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0340531860452805,NA,0.0342644633749489,0.0355389733882726,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +574.0832,-42.7296,21710.5,1155.34295227761,0.0342793237925497,1194.94732743017,0.0337048786696115,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0342793237925497,NA,0.0344824922329543,0.0357523767876687,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +575.0835,-42.7216,21715.5,1155.60903158308,0.034516402265789,1195.49649777918,0.033934073337109,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.034516402265789,NA,0.0347104844824652,0.0359743334830669,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +576.0835,-42.7088,21722,1155.95493468019,0.0347551571405883,1196.13033008244,0.0341648355826668,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0347551571405883,NA,0.0349715311428107,0.0362420824670154,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +577.0833,-42.6976,21728.5,1156.3008377773,0.0349868093666732,1196.75611475914,0.034388682062857,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0349868093666732,NA,0.0351957876749226,0.0364847828504519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +578.0834,-42.6952,21735,1156.64674087441,0.0352280788438123,1197.39318345637,0.0346217684729737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0352280788438123,NA,0.0354628914807531,0.0367699374576188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +579.0834,-42.6952,21737,1156.7531725966,0.0354611427764738,1197.77296200719,0.0348468760663412,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0354611427764738,NA,0.0356469938096564,0.0369692152364298,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +580.0837,-42.6848,21747,1157.28533120754,0.035723676083926,1198.62781751628,0.0351003863339596,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.035723676083926,NA,0.0359124367395428,0.0372380543441323,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +581.0837,-42.6712,21750,1157.44497879082,0.0359285941167129,1199.03034964622,0.0352982168641146,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0359285941167129,NA,0.0361624261358879,0.0374747712795011,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +582.0835,-42.6608,21760,1157.97713740176,0.0361268506590904,1199.81120451131,0.0354895790629229,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0361268506590904,NA,0.0363405705259957,0.0376819541737617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +583.0836,-42.6424,21771.5,1158.58911980434,0.0363808696112512,1200.73959950496,0.0357347110360861,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0363808696112512,NA,0.036604545774161,0.0379632381428486,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +584.0839,-42.64,21776,1158.82859117926,0.0366005223314334,1201.24232290902,0.0359466306624348,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0366005223314334,NA,0.0368800986369818,0.0382840282489217,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +585.0839,-42.6344,21786,1159.3607497902,0.0368275423953131,1202.05715695456,0.0361656110733291,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0368275423953131,NA,0.0370664597291068,0.038469827798221,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +586.0837,-42.6216,21777.5,1158.9084149709,0.0370803702200497,1201.88116804915,0.0364094288672159,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0370803702200497,NA,0.0373267732913299,0.0387157251073371,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +587.084,-42.6192,21781,1159.09467048473,0.0372983906545025,1202.32703631002,0.0366196319789791,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0372983906545025,NA,0.0375412679762004,0.0389163614508513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +588.0838,-42.6192,21796,1159.89290840113,0.0375389101625228,1203.43402408775,0.0368514761905737,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0375389101625228,NA,0.0377773920184103,0.0391992926042681,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +589.084,-42.6056,21793,1159.73326081785,0.0377555188903985,1203.51959185448,0.0370602260678247,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0377555188903985,NA,0.0380121324198139,0.0394423402779867,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +590.0841,-42.5952,21804.5,1160.34524322043,0.0379753921897333,1204.40980890722,0.0372720775163757,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0379753921897333,NA,0.0381782759262956,0.0395886409012313,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +591.0839,-42.5872,21809.5,1160.6113225259,0.038214852917821,1204.96391351099,0.037502750721506,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.038214852917821,NA,0.0384863728452423,0.0399404369799336,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +592.0842,-42.5744,21821,1161.22330492848,0.0384525931285183,1205.87535220425,0.0377317139213563,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0384525931285183,NA,0.0387173430410863,0.0401608613125738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +593.0842,-42.556,21820.5,1161.19669699793,0.0386711429529372,1206.10150046402,0.0379421489777075,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0386711429529372,NA,0.0389527911977046,0.0404577630056768,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +594.084,-42.548,21822.5,1161.30312872012,0.0389384407700859,1206.5224618139,0.0381994618248543,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0389384407700859,NA,0.0392218938868722,0.0407290075772553,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +595.0843,-42.5376,21821,1161.22330492848,0.0391430941078897,1206.67717803357,0.0383964255483949,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0391430941078897,NA,0.0394295282240998,0.0409325464550807,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +596.0841,-42.5376,21827,1161.54260009504,0.0393515414071184,1207.25109181881,0.0385970008073981,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0393515414071184,NA,0.0396338467124435,0.0411611941770344,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +597.0834,-42.532,21842,1162.34083801145,0.0395862376255096,1208.35353862681,0.0388227855535847,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0395862376255096,NA,0.0398672732109153,0.0414260141174887,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +598.0834,-42.5192,21838.5,1162.15458249762,0.0398315216432265,1208.44496790315,0.0390587016101455,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0398315216432265,NA,0.0401194384573131,0.0416653876084069,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +599.0834,-42.5112,21851.5,1162.84638869184,0.0400352926644197,1209.40128418688,0.0392546478317432,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0400352926644197,NA,0.0402818195151097,0.041834017033564,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +600.0835,-42.5088,21860,1163.29872351114,0.0402574158711113,1210.13012400586,0.0394681977871168,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0402574158711113,NA,0.0405544048721005,0.0421337228381162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +601.0835,-42.4904,21862,1163.40515523333,0.0404907444987559,1210.51229612242,0.0396924715681217,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0404907444987559,NA,0.040778575933408,0.0423345164599403,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +602.0833,-42.4848,21868,1163.72445039989,0.0407199262383314,1211.11122418192,0.0399127104355503,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0407199262383314,NA,0.0410262027580195,0.0425977424908386,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +603.0833,-42.4768,21881.5,1164.44286452466,0.040976371561171,1212.15750800318,0.0401590915473466,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.040976371561171,NA,0.0412474670218923,0.0428531736365793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +604.0834,-42.4744,21881.5,1164.44286452466,0.0411856570611798,1212.40120901031,0.0403601186507483,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0411856570611798,NA,0.0414703294957509,0.0431034445685093,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +605.0837,-42.448,21888,1164.78876762177,0.0414414847623922,1213.05934358657,0.0406057965230489,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0414414847623922,NA,0.0417018901053983,0.0433169505105324,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +606.0837,-42.448,21891.5,1164.9750231356,0.0416778132665125,1213.52863461,0.0408326951988547,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0416778132665125,NA,0.0419282432027329,0.0435526268333835,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +607.0837,-42.4424,21899.5,1165.40075002435,0.0419008187898146,1214.23199566863,0.0410467552978811,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0419008187898146,NA,0.0421798214764462,0.0438367289736484,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +608.0835,-42.44,21896.5,1165.24110244106,0.042121177363285,1214.32242958797,0.0412582296246381,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.042121177363285,NA,0.0424225191011724,0.0440901492897384,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +609.0838,-42.424,21906,1165.74665312146,0.04237722564365,1215.14776208412,0.0415038985887241,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.04237722564365,NA,0.0426652358050914,0.0443621682363761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +610.0836,-42.4216,21907.5,1165.8264769131,0.0426210538389594,1215.5152299525,0.0417377867399232,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0426210538389594,NA,0.0429172455003205,0.0446272302703497,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +611.0839,-42.4056,21917.5,1166.35863552404,0.0428602057562337,1216.34900662816,0.0419671361212446,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0428602057562337,NA,0.0431815120853136,0.0449176422031404,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +612.0839,-42.3928,21924,1166.70453862115,0.0430716088161074,1216.95638011262,0.0421698302449169,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0430716088161074,NA,0.0434006022548023,0.0451282405907572,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +613.084,-42.3824,21924.5,1166.73114655169,0.0433326421853218,1217.28868985168,0.0424200534415491,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0433326421853218,NA,0.0436516661076857,0.0453882466122184,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +614.084,-42.3792,21927.5,1166.89079413497,0.043573999894122,1217.73689347506,0.042651360108565,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.043573999894122,NA,0.0438581709927355,0.0456541796067927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +615.0841,-42.372,21937,1167.39634481536,0.0438083431858689,1218.53804452296,0.04287589328382,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0438083431858689,NA,0.0441168826977563,0.0459185691502511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +616.0841,-42.3608,21937,1167.39634481536,0.0440623180221991,1218.83453381857,0.0431191792711195,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0440623180221991,NA,0.0443687598767776,0.0461550754621373,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +617.0839,-42.348,21926,1166.81097034333,0.0442617215761704,1218.45603264469,0.0433101492075818,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0442617215761704,NA,0.0446073595545505,0.0464156939659333,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +618.0842,-42.332,21949,1168.03493514849,0.0445161816866366,1220.0313905379,0.0435537941746484,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0445161816866366,NA,0.0448607729069217,0.0466869691731864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +619.084,-42.3272,21950.5,1168.11475894013,0.0447868764227356,1220.43097029636,0.0438129186100077,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0447868764227356,NA,0.0451111270830565,0.0469536307540663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +620.084,-42.3216,21955.5,1168.3808382456,0.0449973530501685,1220.95488332119,0.0440143524472205,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0449973530501685,NA,0.0453041463561231,0.0471749471128137,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +621.084,-42.3136,21950.5,1168.11475894013,0.0452520337397872,1220.97432742363,0.0442580369496426,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0452520337397872,NA,0.0456060601942722,0.0475105243392359,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +622.0843,-42.3008,21937,1167.39634481536,0.0454261589228679,1220.42667670092,0.0444246098675545,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0454261589228679,NA,0.0457371072466124,0.0476129724483041,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +623.0831,-42.2984,21963.5,1168.80656513435,0.0456803984541812,1222.19811474555,0.0446677725429992,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0456803984541812,NA,0.0460270493324236,0.0479247647239658,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +624.0834,-42.2872,21970,1169.15246823146,0.0459382554835977,1222.86129301636,0.04491433472606,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0459382554835977,NA,0.0462880586828782,0.0482072805539472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +625.0832,-42.28,21970.5,1169.17907616201,0.0461721576170393,1223.16259674911,0.0451379387318062,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0461721576170393,NA,0.0465389810884162,0.0484866277030034,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +626.0835,-42.2744,21971.5,1169.2322920231,0.0463925161905098,1223.47592006125,0.0453485497366112,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0463925161905098,NA,0.046738230970088,0.0486892954067726,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +627.0833,-42.256,21972,1169.25889995365,0.0466486968183664,1223.80330387976,0.0455933424597965,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0466486968183664,NA,0.047037783781576,0.0489934832628186,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +628.0833,-42.2504,21981.5,1169.76445063404,0.0468785402953996,1224.60130056921,0.045812917800286,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0468785402953996,NA,0.0472214184110802,0.0492197750749519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +629.0834,-42.24,21993,1170.37643303662,0.0471271330004058,1225.53291885688,0.0460503504962374,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0471271330004058,NA,0.0474768168450589,0.0494799020662966,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +630.0836,-42.2216,21983,1169.84427442568,0.0473716229331733,1225.2616962843,0.0462838096312074,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0473716229331733,NA,0.047737340510763,0.0497476613973628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +631.0834,-42.2168,21998,1170.64251234209,0.047616377560924,1226.38426819864,0.0465174669397996,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.047616377560924,NA,0.0479860071719662,0.050024448413519,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +632.0837,-42.2192,22006.5,1171.09484716139,0.0478522649067392,1227.13438801867,0.0467426073614037,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0478522649067392,NA,0.0482398043196349,0.0502989068136412,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +633.0838,-42.2008,22001.5,1170.82876785592,0.0481141805925637,1227.16223463551,0.0469925309112299,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0481141805925637,NA,0.0484815295738256,0.0505497415889264,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +634.0835,-42.1904,22009.5,1171.25449474467,0.0483836842012387,1227.92410233768,0.04724962977566,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0483836842012387,NA,0.0487600574465329,0.0508546744808663,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +635.0836,-42.1904,22005,1171.01502336975,0.0485814113536502,1227.90458592138,0.0474382138903091,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0485814113536502,NA,0.0489348610767237,0.0510055167437078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +636.0836,-42.1744,21996.5,1170.56268855045,0.0488431505761528,1227.73665820615,0.0476877954281742,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0488431505761528,NA,0.0492029210076774,0.051326607065328,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +637.0837,-42.1664,22011.5,1171.36092646686,0.0490811995976635,1228.85272589968,0.0479147330892129,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0490811995976635,NA,0.0494736675329254,0.0515972880225043,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +638.0837,-42.156,22011.5,1171.36092646686,0.0493296158393478,1229.14371097869,0.0481514991609632,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0493296158393478,NA,0.0496998184515318,0.0518344123802909,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +639.0837,-42.1536,22018,1171.70682956397,0.0495632532778062,1229.78043192498,0.048374128379311,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0495632532778062,NA,0.0499293278448822,0.0520551795358861,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +640.0838,-42.1432,22027.5,1172.21238024436,0.049816257565865,1230.60761410051,0.0486151560619921,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.049816257565865,NA,0.0502047597752073,0.0523897789283906,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +641.0838,-42.132,22018,1171.70682956397,0.0500588946337504,1230.36117828676,0.0488462527238209,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0500588946337504,NA,0.0504598537402612,0.0526352493381916,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +642.0839,-42.1216,22008,1171.17467095303,0.0502769150682031,1230.05772041457,0.0490538580355323,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0502769150682031,NA,0.0506696762569057,0.0528641601944241,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +643.0839,-42.1168,22028,1172.2389881749,0.050546330445217,1231.49136743196,0.0493103435624,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.050546330445217,NA,0.0509331704402553,0.0531702187179499,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +644.0839,-42.1088,22027.5,1172.21238024436,0.0507733946249272,1231.72958201073,0.0495264593470519,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0507733946249272,NA,0.0511496475897067,0.0534067475151752,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +645.084,-42.0984,22026,1172.13255645272,0.0509967971907038,1231.90756271476,0.0497390444978812,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0509967971907038,NA,0.0514233179961118,0.0536773142560231,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +646.084,-42.0768,22038,1172.77114678584,0.051281123718435,1232.91216905758,0.0500095382576615,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.051281123718435,NA,0.0516671530968287,0.0539325556625779,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +647.084,-42.0744,22039.5,1172.85097057748,0.0514889092802061,1233.23978780075,0.050207168582601,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0514889092802061,NA,0.0518772553191084,0.0541971394809864,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +648.0843,-42.0664,22036,1172.66471506365,0.0517488397536572,1233.34875348825,0.0504543403299643,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0517488397536572,NA,0.0521535407799886,0.0544882474433617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +649.0831,-42.0616,22034.5,1172.58489127201,0.0519878152076091,1233.54501791469,0.0506815317461678,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0519878152076091,NA,0.0524073405362157,0.0547323014873769,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +650.0834,-42.0536,22044.5,1173.11704988295,0.0522138647232173,1234.37002483004,0.0508963871173365,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0522138647232173,NA,0.0525995420171732,0.0549187848282619,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +651.0832,-42.0456,22052.5,1173.5427767717,0.0524404877446223,1235.08393237479,0.0511117412651709,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0524404877446223,NA,0.0528486506225604,0.0552193738530024,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +652.0832,-42.0296,22051,1173.46295298006,0.0526892569129506,1235.29184398746,0.0513480869537136,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0526892569129506,NA,0.0530964472648076,0.0554749608782563,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +653.0833,-42.0216,22049.5,1173.38312918842,0.0529414671160599,1235.50375353689,0.0515876448224674,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0529414671160599,NA,0.0533484891333157,0.0557560000937472,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +654.0833,-42.0216,22059,1173.88867986881,0.0531708694347879,1236.30536159709,0.0518054891564603,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0531708694347879,NA,0.0535903728660077,0.0560278410229852,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +655.0834,-42.0008,22061,1173.995111591,0.0534505196844835,1236.74576041258,0.052070985607586,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0534505196844835,NA,0.0538895150032936,0.0563376824569525,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +656.0834,-41.9984,22070.5,1174.50066227139,0.0536769662425665,1237.544294672,0.0522859195026323,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0536769662425665,NA,0.054086170165497,0.0565060613891688,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +657.0834,-41.9848,22069,1174.42083847975,0.0539243678201485,1237.75073974958,0.0525206902581066,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0539243678201485,NA,0.0543428926940933,0.0568130242923342,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +658.0835,-41.9744,22074,1174.68691778522,0.0542165910815437,1238.37443805562,0.052797923392858,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0542165910815437,NA,0.054636022735283,0.0571377122218647,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +659.0835,-41.9744,22072,1174.58048606303,0.0544569782420724,1238.54459003613,0.0530259218512889,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0544569782420724,NA,0.0548570056880448,0.0573769805011197,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +660.0836,-41.9616,22084,1175.21907639616,0.0547066738428417,1239.51140310245,0.0532626939971478,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0547066738428417,NA,0.0551442474589851,0.0576815186765597,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +661.0836,-41.9536,22078.5,1174.92638916014,0.0549171945861053,1239.450050298,0.0534622753036669,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0549171945861053,NA,0.0553611624879167,0.0579203208241673,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +662.0839,-41.9352,22072.5,1174.60709399358,0.0552249025040145,1239.4746562399,0.0537539219378103,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0552249025040145,NA,0.0556320443122171,0.0582247689878644,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +663.0839,-41.9296,22082,1175.11264467397,0.0554330409924298,1240.2527120769,0.0539511481058222,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0554330409924298,NA,0.0558642057892304,0.0584233434261493,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +664.084,-41.9192,22079,1174.95299709069,0.055738146076338,1240.44269887536,0.0542401868042481,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.055738146076338,NA,0.0561791874486408,0.0588031130397152,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +665.0837,-41.9296,22087,1175.37872397944,0.0559890328045316,1241.18704191407,0.0544777996283697,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0559890328045316,NA,0.0564455829961811,0.0590772094579506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +666.084,-41.9112,22093.5,1175.72462707655,0.0562112883587146,1241.81362311959,0.0546882489430265,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0562112883587146,NA,0.0566601908396219,0.0593052934310649,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +667.0841,-41.9064,22087,1175.37872397944,0.0564797773032875,1241.76385255682,0.0549424166728778,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0564797773032875,NA,0.0569057132420586,0.059562594896577,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +668.0839,-41.8904,22089,1175.48515570163,0.0567129735834407,1242.15041428466,0.0551631218413977,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0567129735834407,NA,0.0571718059662321,0.0598709422316627,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +669.0841,-41.8744,22095.5,1175.83105879874,0.0569864476168628,1242.83749383725,0.0554218852513748,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0569864476168628,NA,0.057450611494288,0.0601654867843164,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +670.0839,-41.8696,22096.5,1175.88427465983,0.0572610245460481,1243.21661297444,0.0556816248838862,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0572610245460481,NA,0.0577068370671873,0.0604458278196778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +671.0842,-41.8536,22102,1176.17696189585,0.05751429352909,1243.82394892448,0.0559211481865161,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.05751429352909,NA,0.0579844238357983,0.0607395119887511,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +672.084,-41.8616,22093.5,1175.72462707655,0.0577279906121512,1243.5968473109,0.0561232026607392,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0577279906121512,NA,0.0581921797110172,0.0609417509067576,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +673.0843,-41.848,22090,1175.53837156272,0.058013111224832,1243.73500986125,0.0563927258213558,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.058013111224832,NA,0.0584831870894746,0.0613080161859076,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +674.0841,-41.8376,22106.5,1176.41643327077,0.0582731740457745,1244.96995283707,0.0566384986395813,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0582731740457745,NA,0.0587010407631781,0.0615319605168459,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +675.0834,-41.8144,22100,1176.07053017366,0.0585089290440983,1244.88115737445,0.0568612471208298,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0585089290440983,NA,0.0589720084506556,0.0618299929916979,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +676.0834,-41.8168,22106.5,1176.41643327077,0.0587685507067357,1245.55272208168,0.0571064881593064,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0587685507067357,NA,0.0592453991515924,0.0621020149233352,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +677.0835,-41.8112,22102,1176.17696189585,0.0590079232031621,1245.58072173673,0.0573325483695267,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0590079232031621,NA,0.0594889212539807,0.0623773015583077,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +678.0835,-41.796,22098.5,1175.99070638202,0.0592676772132912,1245.6889439737,0.0575777988094411,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0592676772132912,NA,0.0597057579839172,0.0625793416821017,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +679.0835,-41.788,22113.5,1176.78894429843,0.0595596357797032,1246.87806521043,0.0578533838620497,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0595596357797032,NA,0.0600130311643923,0.0629457758839307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +680.0833,-41.7768,22103.5,1176.25678568749,0.0597869205385661,1246.58155666634,0.058067869557234,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0597869205385661,NA,0.0602340682004134,0.063166560405936,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +681.0836,-41.7616,22106.5,1176.41643327077,0.0600341015369955,1247.04153687554,0.0583010788678083,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0600341015369955,NA,0.0605132947755523,0.0634723551393524,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +682.0836,-41.7536,22117,1176.97519981225,0.0602827824736628,1247.92653975943,0.0585356484641576,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0602827824736628,NA,0.06073006244805,0.0637080156587309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +683.0837,-41.7456,22120,1177.13484739554,0.0605577564453227,1248.41949278742,0.0587949550627961,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0605577564453227,NA,0.0610279082152409,0.0640174696857753,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +684.0835,-41.7456,22120,1177.13484739554,0.0608274365173199,1248.73694259782,0.0590492041019092,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0608274365173199,NA,0.06128897820362,0.0643416788868494,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +685.0838,-41.74,22119.5,1177.10823946499,0.0610760733381566,1249.0013886255,0.0592835567205084,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0610760733381566,NA,0.0615375454682281,0.0645720886446583,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +686.0836,-41.7272,22120,1177.13484739554,0.0613546648079197,1249.35756139122,0.0595460778632304,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0613546648079197,NA,0.0618393808340831,0.0649154637776349,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +687.0836,-41.7144,22120,1177.13484739554,0.0615997723623146,1249.64608603485,0.0597769896069704,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0615997723623146,NA,0.0620820233670858,0.0651776269139722,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +688.0836,-41.7088,22113,1176.76233636788,0.0618546736310857,1249.55058662527,0.0600170713007185,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0618546736310857,NA,0.0623455293695016,0.0654783813886836,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +689.0839,-41.696,22126.5,1177.48075049265,0.0621072808766698,1250.61087819037,0.0602549354924373,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0621072808766698,NA,0.0625686489378604,0.0657468623461749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +690.084,-41.696,22126.5,1177.48075049265,0.0623740051880216,1250.92494093267,0.0605060314324229,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0623740051880216,NA,0.0628586093248884,0.0660625334594596,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +691.0837,-41.6928,22126,1177.4541425621,0.0626446999241208,1251.21540399732,0.0607608007075471,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0626446999241208,NA,0.063141086466758,0.0663434566014057,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +692.084,-41.6824,22128,1177.56057428429,0.062930879316734,1251.66549667272,0.0610300730845328,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.062930879316734,NA,0.0634271315288686,0.0666658350196634,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +693.0841,-41.6696,22124.5,1177.37431877046,0.0631354885387072,1251.70842157896,0.0612225498817752,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0631354885387072,NA,0.0636062106842004,0.0668330424836206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +694.0841,-41.6592,22131.5,1177.74682979811,0.0633857576452733,1252.39920491918,0.0614579287741052,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0633857576452733,NA,0.0638858636126871,0.0671360677360266,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +695.0842,-41.6512,22130,1177.66700600647,0.063702068150135,1252.68682988126,0.0617553405719233,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.063702068150135,NA,0.0641760663533852,0.0674334524705998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +696.0839,-41.6408,22128,1177.56057428429,0.0639602781061957,1252.8776761024,0.0619980576156145,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0639602781061957,NA,0.064462188494116,0.0677529387468215,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +697.0842,-41.6216,22128,1177.56057428429,0.064220076232155,1253.18360413281,0.0622422080953615,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.064220076232155,NA,0.0647146644380914,0.0680375290944161,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +698.0843,-41.6144,22141,1178.25238047851,0.064502020505038,1254.25203968424,0.0625071034285417,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.064502020505038,NA,0.0649944993978809,0.0683456229788339,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +699.0841,-41.6088,22138,1178.09273289522,0.0647425841288889,1254.36550076632,0.0627330649027199,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0647425841288889,NA,0.0652207592654448,0.0686200320129682,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +700.0831,-41.6088,22126,1177.4541425621,0.0650119553900722,1254.0027387522,0.0629860248167581,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0650119553900722,NA,0.0655089985464131,0.0689039517611965,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +701.0831,-41.588,22139.5,1178.17255668687,0.065282208967866,1255.08626373271,0.0632397490054315,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.065282208967866,NA,0.065797975706636,0.0692079868858376,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +702.0834,-41.5824,22143,1178.35881220069,0.0655193756727664,1255.56414589458,0.0634623569738029,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0655193756727664,NA,0.0660130808501774,0.0694456361910438,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +703.0832,-41.5848,22138,1178.09273289522,0.0658065697294818,1255.61897447029,0.0637318549912913,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0658065697294818,NA,0.0663047845788207,0.0697955315601225,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +704.0833,-41.564,22131.5,1177.74682979811,0.0660646473380507,1255.55425876223,0.0639739686872438,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0660646473380507,NA,0.0665696152577374,0.0700841658492579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +705.0835,-41.5536,22131,1177.72022186757,0.0663015052321375,1255.80484531972,0.0641961236813806,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0663015052321375,NA,0.0668326651772186,0.0703155407766155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +706.0836,-41.548,22146,1178.51845978398,0.0666130512273023,1257.02317031789,0.064488255399866,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0666130512273023,NA,0.0671550422854577,0.0706781757441442,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +707.0836,-41.5352,22141,1178.25238047851,0.0668674672219379,1257.03913290933,0.0647267539412321,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0668674672219379,NA,0.0673971532488559,0.0709208567600597,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +708.0834,-41.5192,22141,1178.25238047851,0.0671252360196932,1257.3428496089,0.0649683375217359,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0671252360196932,NA,0.0676649543882651,0.0712233276271084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +709.0835,-41.5224,22149.5,1178.7047152978,0.0673991512114207,1258.14841263777,0.0652249897247931,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0673991512114207,NA,0.0679505866003802,0.0715975509682418,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +710.0837,-41.5112,22143,1178.35881220069,0.0676330974606927,1258.05486858993,0.0654441398105623,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0676330974606927,NA,0.0681600393801868,0.071764002012688,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +711.0838,-41.5008,22151,1178.78453908944,0.0679491432705713,1258.88193862116,0.0657401207436848,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0679491432705713,NA,0.0685314901045197,0.0721908597712776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +712.0836,-41.4904,22142.5,1178.33220427015,0.0682070444158182,1258.70276126339,0.0659815835617941,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0682070444158182,NA,0.0687505380022342,0.0724313563620278,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +713.0838,-41.4856,22149.5,1178.7047152978,0.0684790185110024,1259.42125731568,0.0662361591883889,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0684790185110024,NA,0.0690149733803543,0.0727227620690582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +714.0839,-41.472,22149,1178.67810736726,0.0687775944519931,1259.74475222521,0.0665155603058046,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0687775944519931,NA,0.0693193381392909,0.0730631687589697,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +715.0837,-41.464,22156,1179.05061839491,0.0690455098907692,1260.45876952901,0.0667662035322105,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0690455098907692,NA,0.0695978214299184,0.0733543637506309,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +716.0837,-41.456,22146,1178.51845978398,0.0693166457851735,1260.20940641211,0.0670197956518967,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0693166457851735,NA,0.0698761975203721,0.0736984713848063,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +717.084,-41.448,22154.5,1178.97079460327,0.0695921932626305,1261.0179579923,0.0672774480342245,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0695921932626305,NA,0.0701617794946236,0.0739842870687162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +718.0838,-41.448,22148,1178.62489150616,0.069857549983236,1260.96073877604,0.0675255087543268,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.069857549983236,NA,0.0704374453438576,0.0742502874683749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +719.0841,-41.4272,22157.5,1179.13044218655,0.0701197744798743,1261.81080287503,0.0677705809753762,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0701197744798743,NA,0.0707119097347744,0.0746064511618771,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +720.0839,-41.4248,22162.5,1179.39652149202,0.0704077185057085,1262.43513978384,0.0680396212269168,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0704077185057085,NA,0.0709613204741751,0.074897811930893,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +721.0839,-41.4088,22159,1179.2102659782,0.0706908980218461,1262.56969863678,0.0683041391856907,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0706908980218461,NA,0.0712697191825827,0.0752155594800843,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +722.084,-41.4064,22156,1179.05061839491,0.0709628721170304,1262.71943664757,0.0685581243073181,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0709628721170304,NA,0.0715296662814351,0.0755214186360157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +723.0842,-41.3824,22159,1179.2102659782,0.0712168469533606,1263.1899030162,0.0687952424494228,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0712168469533606,NA,0.0717844927794221,0.0757758637104581,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +724.0843,-41.4008,22149.5,1178.7047152978,0.0715106142688242,1262.99461353031,0.0690694418729339,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0715106142688242,NA,0.0720978830587221,0.0761361566705531,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +725.0841,-41.3824,22156,1179.05061839491,0.0717790590975665,1263.6817624117,0.0693199398186682,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0717790590975665,NA,0.0723944564190202,0.0764528955076353,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +726.0831,-41.364,22154.5,1178.97079460327,0.0720936932008683,1263.96715336218,0.0696134592033643,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0720936932008683,NA,0.0726784310151643,0.0767811908561081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +727.0831,-41.3616,22151,1178.78453908944,0.0723796078984984,1264.10450182555,0.0698801118114222,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0723796078984984,NA,0.0729409897103247,0.077047360910579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +728.0832,-41.3456,22143,1178.35881220069,0.0726283329509961,1263.94104834894,0.0701120224247823,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0726283329509961,NA,0.0732220401840301,0.077379884645652,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +729.0832,-41.3376,22147.5,1178.59828357562,0.0729145123436094,1264.53520267155,0.0703787888470313,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0729145123436094,NA,0.0734849323796222,0.0776734492584156,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +730.0835,-41.3408,22153,1178.89097081163,0.0732034269177151,1265.18982983739,0.0706480327413817,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0732034269177151,NA,0.0737701681281398,0.0779843680206432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +731.0833,-41.3272,22148,1178.62489150616,0.0734484021246183,1265.19300649159,0.0708762720903551,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0734484021246183,NA,0.0740545664552886,0.0782897736097158,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +732.0833,-41.3144,22151,1178.78453908944,0.0736864070302987,1265.64493643781,0.0710979674451512,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0736864070302987,NA,0.0742877854008483,0.0785925465484551,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +733.0834,-41.3112,22151,1178.78453908944,0.0739829977589158,1265.99455300314,0.0713741651968545,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0739829977589158,NA,0.0745903688582237,0.0789094726836852,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +734.0837,-41.2824,22157.5,1179.13044218655,0.0742746033986836,1266.70988813527,0.0716456462719377,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0742746033986836,NA,0.0749140434881336,0.079215487810175,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +735.0835,-41.2824,22144.5,1178.43863599233,0.0745080643738198,1266.24181774344,0.0718629423061587,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0745080643738198,NA,0.075109260790284,0.07945538298031,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +736.0835,-41.2696,22158,1179.1570501171,0.0748237572570541,1267.38601100301,0.0721567014012665,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0748237572570541,NA,0.0754359478134464,0.0798275328560609,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +737.0835,-41.2672,22166,1179.58277700585,0.0750764968501297,1268.1417196482,0.072391818908469,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0750764968501297,NA,0.0756882268972951,0.0800762358602559,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +738.0838,-41.256,22159,1179.2102659782,0.0753899398260071,1268.11085697251,0.0726833305291588,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0753899398260071,NA,0.0760305207850828,0.0804849683115079,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +739.0836,-41.2488,22153,1178.89097081163,0.0756657519984472,1268.09264264227,0.0729397740745303,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0756657519984472,NA,0.07630066562369,0.080785808358398,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +740.0837,-41.2432,22157.5,1179.13044218655,0.0759564312057739,1268.69298250113,0.0732099694753439,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0759564312057739,NA,0.0766189519958779,0.0811454175501495,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +741.0839,-41.2328,22162.5,1179.39652149202,0.0762204203356332,1269.29062010253,0.073455292373408,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0762204203356332,NA,0.0768566443645547,0.0814125811644351,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +742.0837,-41.2304,22162.5,1179.39652149202,0.076512025975401,1269.63453877972,0.0737262091257905,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.076512025975401,NA,0.0771397078081861,0.0817377826332717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +743.084,-41.212,22151,1178.78453908944,0.076815013499444,1269.33288937253,0.0740076225112059,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.076815013499444,NA,0.0774761524519336,0.0820886837933534,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +744.0841,-41.2064,22162.5,1179.39652149202,0.0770966489615134,1270.32404109592,0.0742691332022735,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0770966489615134,NA,0.0777237277572459,0.0823835032790254,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +745.0838,-41.196,22156,1179.05061839491,0.077380004940973,1270.28556107197,0.0745321724703761,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.077380004940973,NA,0.0780587816292391,0.0827353126182933,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +746.0841,-41.1904,22152.5,1178.86436288109,0.0776509643720553,1270.40431752266,0.0747836393275754,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0776509643720553,NA,0.0783090493920974,0.0830315003153853,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +747.0842,-41.1824,22161,1179.31669770038,0.0779521431470468,1271.24696173522,0.0750630773891563,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0779521431470468,NA,0.0786033986985579,0.0833334509128581,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +748.0842,-41.164,22162.5,1179.39652149202,0.0782606892657361,1271.6969061816,0.0753492700285441,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0782606892657361,NA,0.0789160325461479,0.0837296182271504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +749.084,-41.1616,22154.5,1178.97079460327,0.0785531772221143,1271.58269637144,0.0756204922816238,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0785531772221143,NA,0.0792180541992022,0.0840460928578065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +750.0843,-41.1512,22151,1178.78453908944,0.078860752792532,1271.74437522223,0.0759056258558745,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.078860752792532,NA,0.0795237284839228,0.0843779718433955,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +751.0841,-41.1432,22161,1179.31669770038,0.0791074926326563,1272.60948467528,0.0761343037724496,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0791074926326563,NA,0.0797659657422285,0.0846527961562776,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +752.0834,-41.1328,22154.5,1178.97079460327,0.0794469198327128,1272.63639280723,0.0764487986963616,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0794469198327128,NA,0.0801303001521294,0.0850907542021464,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +753.0832,-41.1224,22154.5,1178.97079460327,0.0797341580052586,1272.97503822375,0.0767148608411151,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0797341580052586,NA,0.0804100129064358,0.0853956949053582,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +754.0832,-41.1248,22152.5,1178.86436288109,0.0800022057915263,1273.1761122406,0.0769630835336041,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0800022057915263,NA,0.0806593260359273,0.0856986809867518,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +755.0835,-41.1088,22151,1178.78453908944,0.0802902821648521,1273.4294823445,0.0772297848035843,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0802902821648521,NA,0.0809795222293277,0.0860317673921226,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +756.0833,-41.088,22153,1178.89097081163,0.0806060632797473,1273.9167310048,0.0775220534427616,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0806060632797473,NA,0.0812644139948813,0.0863475524758589,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +757.0836,-41.0824,22149.5,1178.7047152978,0.0809045509890768,1274.06729103768,0.0777982378012897,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0809045509890768,NA,0.0815945548024956,0.0867572016274097,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +758.0834,-41.0856,22144.5,1178.43863599233,0.0811956713547089,1274.12275219205,0.0780675318556381,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0811956713547089,NA,0.0819239974635255,0.0870830925120464,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +759.0836,-41.0592,22152.5,1178.86436288109,0.0814721893804372,1274.90902350759,0.0783232512217558,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0814721893804372,NA,0.0821352706320305,0.0873388018998794,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +760.0837,-41.0616,22149.5,1178.7047152978,0.0817451781397236,1275.05814222395,0.078575642650222,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0817451781397236,NA,0.0824280012596539,0.0876826737593353,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +761.0835,-41.0592,22152.5,1178.86436288109,0.0820098731228714,1275.54287971004,0.0788203052651641,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0820098731228714,NA,0.0827366617077699,0.088017348137517,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +762.0835,-41.0432,22141.5,1178.27898840905,0.0823504473345215,1275.3107901894,0.0791350164629644,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0823504473345215,NA,0.0830276881620701,0.0883297206354868,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +763.0835,-41.0456,22143,1178.35881220069,0.0826152746651608,1275.70924912476,0.079379664522995,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0826152746651608,NA,0.0833449054356842,0.0887245168474436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +764.0836,-41.0192,22158,1179.1570501171,0.0829449081508408,1276.96212333448,0.0796840970581346,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0829449081508408,NA,0.0836872398143495,0.0890712845682391,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +765.0836,-41.0144,22156,1179.05061839491,0.0832089413965308,1277.15817220448,0.0799278777545545,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0832089413965308,NA,0.0839376714644362,0.0893617344812569,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +766.0839,-41.0064,22151.5,1178.81114701999,0.0835392366196685,1277.2881303608,0.0802327541855557,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0835392366196685,NA,0.0842871548345711,0.0897619879693585,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +767.0839,-40.996,22151,1178.78453908944,0.0838391801514055,1277.61286842185,0.0805095342174421,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0838391801514055,NA,0.0846022606225174,0.0901003921737227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +768.0837,-40.9776,22147.5,1178.59828357562,0.0841646226331856,1277.79456334888,0.0808097573847691,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0841646226331856,NA,0.0849015527780664,0.0904671592043734,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +769.0838,-40.9752,22149.5,1178.7047152978,0.0844641691224479,1278.26302971614,0.0810860116633308,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0844641691224479,NA,0.0852416321926847,0.0908442482523743,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +770.0841,-40.972,22151.5,1178.81114701999,0.0847658772874058,1278.73410805331,0.081364182406358,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0847658772874058,NA,0.0855511094897276,0.09114398432227,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +771.0839,-40.9592,22148,1178.62489150616,0.0850557624097831,1278.87373024836,0.0816313795978678,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0850557624097831,NA,0.0858321606424702,0.0915046999991265,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +772.0841,-40.9568,22140,1178.19916461741,0.0853444564047362,1278.7519318582,0.0818974079498308,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0853444564047362,NA,0.0861571389703757,0.0918477861532065,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +773.0839,-40.9432,22138,1178.09273289522,0.0856641638285481,1279.01306177118,0.0821919322765821,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0856641638285481,NA,0.0865000482777503,0.0922427973371389,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +774.084,-40.9384,22139.5,1178.17255668687,0.0859885916462262,1279.48195555261,0.0824907165267564,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0859885916462262,NA,0.0867721923104761,0.0925508178659562,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +775.0843,-40.9224,22126,1177.4541425621,0.0862752563129753,1279.03930050842,0.0827546482482023,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0862752563129753,NA,0.0870629563832401,0.0929130856435268,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +776.0841,-40.9144,22148,1178.62489150616,0.0865558771109425,1280.64180277527,0.0830129479339999,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0865558771109425,NA,0.087388551024472,0.0932533461691074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +777.0843,-40.9064,22139.5,1178.17255668687,0.0868831724576048,1280.53592611431,0.0833141253230796,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0868831724576048,NA,0.0877218457144027,0.093613133615211,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +778.0834,-40.896,22137.5,1178.06612496468,0.0871783514796449,1280.76798767311,0.0835856714781481,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0871783514796449,NA,0.0880081528926193,0.0939749811216751,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +779.0834,-40.8904,22143,1178.35881220069,0.0875211755986518,1281.49016072153,0.083900955605981,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0875211755986518,NA,0.0883661684373597,0.0943352877936387,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +780.0834,-40.8832,22138,1178.09273289522,0.0878257954084244,1281.55966422663,0.0841810210997379,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0878257954084244,NA,0.0887022583413307,0.0947710710389436,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +781.0835,-40.8752,22141,1178.25238047851,0.0881157246466321,1282.07494280099,0.0844475073423609,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0881157246466321,NA,0.0889562713711221,0.0950484362561098,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +782.0835,-40.8592,22136.5,1178.01290910358,0.0884832977465634,1282.24737608909,0.0847852572904624,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0884832977465634,NA,0.0893263023560147,0.0954490942152348,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +783.0833,-40.8456,22117,1176.97519981225,0.0887093913780021,1281.3839534546,0.0849929500990786,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0887093913780021,NA,0.0896203400421384,0.0958092393754155,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +784.0833,-40.8408,22133,1177.82665358976,0.0890032910409571,1282.65710203501,0.0852628660224342,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0890032910409571,NA,0.0898639636318913,0.0960645165893633,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +785.0836,-40.8384,22126.5,1177.48075049265,0.089354938326069,1282.69447033305,0.0855857213576365,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.089354938326069,NA,0.0902253832547333,0.0964683882093016,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +786.0837,-40.82,22119.5,1177.10823946499,0.0896469410083115,1282.63239236871,0.0858537364399177,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0896469410083115,NA,0.0905232033874618,0.0968501872493038,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +787.0837,-40.8168,22125,1177.40092670101,0.0899385025322486,1283.29460292858,0.0861212749542166,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0899385025322486,NA,0.090816284209272,0.097199277788318,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +788.0835,-40.8144,22116.5,1176.94859188171,0.090262180380808,1283.18253798107,0.086418199777215,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.090262180380808,NA,0.0911660976062438,0.0975746292837374,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +789.0836,-40.7984,22123.5,1177.32110290936,0.0905650355573594,1283.94523045678,0.0866959431731935,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0905650355573594,NA,0.0914460234541833,0.0979074061456683,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +790.0836,-40.7904,22121.5,1177.21467118718,0.0909005805643298,1284.22416824694,0.0870035758098362,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0909005805643298,NA,0.0917939022438872,0.0982889723060943,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +791.0836,-40.788,22118,1177.02841567335,0.0911807160881611,1284.35070947056,0.087260335744308,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0911807160881611,NA,0.0921816666839704,0.098661162097123,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +792.0837,-40.7832,22123,1177.29449497882,0.0915011734810919,1285.01832280221,0.0875539721159341,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0915011734810919,NA,0.0924892223811068,0.099014244201622,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +793.0837,-40.7648,22126,1177.4541425621,0.091835086202333,1285.58574524358,0.0878598459568171,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.091835086202333,NA,0.0928611808094936,0.0994491805059898,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +794.084,-40.7592,22123,1177.29449497882,0.0921523231396355,1285.78491771062,0.0881503576494915,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0921523231396355,NA,0.0931266650744924,0.0997862638763165,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +795.0838,-40.7488,22121.5,1177.21467118718,0.0924923238454886,1286.09799179029,0.0884616217345384,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0924923238454886,NA,0.093503523756575,0.100231178934809,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +796.0838,-40.7352,22116.5,1176.94859188171,0.0927954878328539,1286.16411061956,0.0887390808295738,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0927954878328539,NA,0.0938008630104285,0.100558112644009,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +797.0841,-40.7328,22118,1177.02841567335,0.093111754221885,1286.6235962257,0.0890284493674086,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.093111754221885,NA,0.0941322779024096,0.100920246462716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +798.0839,-40.728,22111.5,1176.68251257624,0.093472180557271,1286.66959285035,0.089358120076973,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.093472180557271,NA,0.0944572862201529,0.101347902515492,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +799.0839,-40.7088,22118,1177.02841567335,0.093773712258907,1287.40273964526,0.0896338382342563,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.093773712258907,NA,0.0948419004224152,0.101745451397162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +800.0842,-40.6984,22110,1176.6026887846,0.0940984930032293,1287.31922866278,0.0899307301148029,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0940984930032293,NA,0.0951570003050662,0.102105140201171,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +801.084,-40.688,22106.5,1176.41643327077,0.0944042157087649,1287.4751040006,0.0902101199517972,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0944042157087649,NA,0.0954584704592528,0.102459209236316,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +802.0841,-40.688,22106.5,1176.41643327077,0.094765039086626,1287.89958255182,0.0905397640671053,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.094765039086626,NA,0.0958241126918664,0.102893137055074,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +803.0841,-40.6752,22100.5,1176.09713810421,0.095092246201627,1287.93485671784,0.0908386028267216,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.095092246201627,NA,0.0962491954057601,0.103339054046176,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +804.0831,-40.6616,22108.5,1176.52286499296,0.0954316734016835,1288.80041079458,0.091148507867918,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0954316734016835,NA,0.096521612801152,0.103670458629173,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +805.0832,-40.6568,22103.5,1176.25678568749,0.095758836400854,1288.89376679353,0.0914471245332767,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.095758836400854,NA,0.09689121906463,0.104053077005351,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +806.0832,-40.6488,22103,1176.23017775694,0.0960848523884311,1289.24808076153,0.0917446055914825,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0960848523884311,NA,0.0971902617419259,0.10444579043972,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +807.0833,-40.6248,22087,1175.37872397944,0.0964194268471299,1288.70806687385,0.0920498040483015,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0964194268471299,NA,0.0976005898297188,0.104904244472029,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +808.0833,-40.6248,22095,1175.80445086819,0.0967512220085055,1289.56496833273,0.0923523752723694,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0967512220085055,NA,0.0979001503067502,0.105256523191801,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +809.0833,-40.612,22103,1176.23017775694,0.0970873846371032,1290.4272894466,0.0926588359483829,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0970873846371032,NA,0.0982625786001134,0.105680976434052,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +810.0834,-40.6064,22082,1175.11264467397,0.0974129153505445,1289.58379325695,0.092955514618995,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0974129153505445,NA,0.0985951369868288,0.10604229366601,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +811.0834,-40.604,22093.5,1175.72462707655,0.0977444899327675,1290.64523105154,0.0932576110280695,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0977444899327675,NA,0.0989298450587885,0.106443839288914,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +812.0834,-40.5912,22077,1174.8465653685,0.0980713441211244,1290.06534717028,0.0935553174073587,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0980713441211244,NA,0.0992882563545713,0.106858552831461,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +813.0835,-40.5776,22080.5,1175.03282088233,0.0983997864793803,1290.65579956342,0.0938543810791986,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0983997864793803,NA,0.0996016565452467,0.107259273245658,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +814.0835,-40.5752,22080,1175.00621295178,0.0987509484903563,1291.03919096283,0.0941740332617976,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0987509484903563,NA,0.0999635945542804,0.107632440260353,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +815.0836,-40.5616,22067.5,1174.34101468811,0.0990500538213132,1290.65955539754,0.0944462192627038,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0990500538213132,NA,0.100272267604361,0.108016670180372,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +816.0838,-40.5512,22073.5,1174.66030985467,0.0993710406042105,1291.38752720139,0.0947382350061773,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0993710406042105,NA,0.100592739988365,0.10840488788713,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +817.0836,-40.5432,22075.5,1174.76674157686,0.0997009387848736,1291.89208856532,0.0950382690080015,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.0997009387848736,NA,0.100905032087407,0.108762121702185,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +818.0837,-40.5384,22082,1175.11264467397,0.100025587181704,1292.65397696213,0.0953334406080666,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.100025587181704,NA,0.101280844848338,0.109186940410625,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +819.084,-40.5328,22074,1174.68691778522,0.100349441493586,1292.56609391479,0.0956278034416745,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.100349441493586,NA,0.101620378267661,0.109568715799858,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +820.0838,-40.52,22070.5,1174.50066227139,0.100688515766998,1292.75939072285,0.0959359074205048,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.100688515766998,NA,0.102003233493801,0.110042249989749,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +821.0838,-40.5144,22077.5,1174.87317329905,0.101017928673525,1293.55642771981,0.0962351415984462,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.101017928673525,NA,0.102296311066683,0.110371272092772,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +822.0841,-40.5016,22069,1174.42083847975,0.101353561912157,1293.45257364353,0.0965399341755977,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.101353561912157,NA,0.102671239128471,0.110818630440106,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +823.0839,-40.488,22064,1174.15475917428,0.101710282517779,1293.57837144949,0.0968637746395418,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.101710282517779,NA,0.103060714645299,0.111266960020036,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +824.0839,-40.48,22054.5,1173.64920849389,0.102051121424412,1293.42142637956,0.0971730993320798,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.102051121424412,NA,0.103331905357831,0.111601248930046,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +825.084,-40.4696,22059,1173.88867986881,0.102415341721223,1294.11289016025,0.0975035378361026,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.102415341721223,NA,0.103741634103255,0.112112611751991,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +826.084,-40.4728,22059,1173.88867986881,0.102747578040904,1294.50289861496,0.0978048637102295,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.102747578040904,NA,0.104054318580399,0.112466067194794,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +827.0843,-40.4544,22054,1173.62260056334,0.103073241101837,1294.59168583377,0.0981001397911087,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.103073241101837,NA,0.104420155765142,0.112914855359239,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +828.0841,-40.4464,22050.5,1173.43634504951,0.103416638726641,1294.78918761421,0.0984114012482456,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.103416638726641,NA,0.10467757476862,0.113276956341664,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +829.0843,-40.4328,22039.5,1172.85097057748,0.103800711147188,1294.59373539309,0.0987594162948337,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.103800711147188,NA,0.105106470464094,0.113790483664717,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +830.0831,-40.4248,22039,1172.82436264694,0.10413643261748,1294.95810785986,0.0990635204889477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.10413643261748,NA,0.105487198176024,0.114148698575869,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +831.0832,-40.4224,22049.5,1173.38312918842,0.104481330180522,1295.97975933741,0.099375840322334,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.104481330180522,NA,0.105875356926135,0.114607302170206,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +832.0835,-40.412,22041,1172.93079436912,0.104828918809225,1295.88786138088,0.0996904983761133,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.104828918809225,NA,0.106179668899054,0.115079200107307,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +833.0835,-40.404,22039,1172.82436264694,0.105176816248743,1296.17829512911,0.100005336873474,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.105176816248743,NA,0.106623839858926,0.115496868374124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +834.0833,-40.3984,22039.5,1172.85097057748,0.1055465951402,1296.64139712881,0.100339868903126,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.1055465951402,NA,0.106975636721602,0.115922408874925,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +835.0833,-40.3728,22023,1171.97290886943,0.105889992765004,1296.07311171039,0.100650434107158,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.105889992765004,NA,0.107263676753779,0.116392167079927,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +836.0836,-40.3776,22036,1172.66471506365,0.10624618398066,1297.25586612793,0.100972467825045,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.10624618398066,NA,0.107660317013448,0.116897500277982,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +837.0837,-40.3648,22031,1172.39863575819,0.106591699165328,1297.36659844277,0.101284750247637,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.106591699165328,NA,0.108011207767676,0.117311433062082,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +838.0837,-40.3616,22008,1171.17467095303,0.106963110342515,1296.44715651254,0.101620329180742,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.106963110342515,NA,0.108360289203041,0.117754469020761,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +839.0835,-40.3432,22021.5,1171.89308507779,0.107284053009582,1297.61852493884,0.10191021792905,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.107284053009582,NA,0.108708882428598,0.118123499406495,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +840.0835,-40.3384,22021.5,1171.89308507779,0.107678095607828,1298.08030073495,0.102266018684064,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.107678095607828,NA,0.109129759818646,0.118646762747986,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +841.0836,-40.3304,22010,1171.28110267521,0.10799696483086,1297.77590672788,0.102553848999012,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.10799696483086,NA,0.109469502595277,0.11904639850234,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +842.0839,-40.336,22014.5,1171.52057405014,0.108320113289453,1298.41981535218,0.10284545750943,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.108320113289453,NA,0.109808154128851,0.119463082185033,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +843.0839,-40.3096,21993.5,1170.40304096717,0.108681598404772,1297.60431423729,0.103171560206253,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.108681598404772,NA,0.110188830898332,0.119918810881031,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +844.0837,-40.304,21993,1170.37643303662,0.1090649208562,1298.02344607772,0.103517246651405,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.1090649208562,NA,0.110568710015963,0.120351441898124,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +845.084,-40.2992,22005,1171.01502336975,0.109397245407542,1299.12084125725,0.103816845678949,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.109397245407542,NA,0.110899743706402,0.120784152999271,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +846.084,-40.2832,22003,1170.90859164756,0.109732525719529,1299.39534879574,0.104119018466589,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.109732525719529,NA,0.111261962923401,0.121172851545606,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +847.084,-40.2752,22001.5,1170.82876785592,0.110121803808079,1299.7625437226,0.104469742464431,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.110121803808079,NA,0.111688544794155,0.121714344087707,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +848.0838,-40.2568,21999.5,1170.72233613373,0.110469039510138,1300.05090813949,0.104782484188945,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.110469039510138,NA,0.11202172397432,0.122140250484283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +849.0841,-40.2616,21991.5,1170.29660924498,0.110840671266477,1300.01307099458,0.105117090172076,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.110840671266477,NA,0.112432495926271,0.12265285419432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +850.0842,-40.2488,21993.5,1170.40304096717,0.111185304134536,1300.53465903709,0.105427287149643,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.111185304134536,NA,0.112807458779256,0.123091667032838,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +851.0842,-40.2328,21978.5,1169.60480305076,0.11155481833101,1300.07985437416,0.105759772442137,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.11155481833101,NA,0.113158905090399,0.123528668913961,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +852.0842,-40.2304,21980.5,1169.71123477295,0.111941008311423,1300.64988982663,0.10610714434153,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.111941008311423,NA,0.113559001465874,0.123994597936457,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +853.0843,-40.228,21975.5,1169.44515546748,0.112351417882793,1300.83397682041,0.106476169179446,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.112351417882793,NA,0.114016962637863,0.124584762276716,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +854.0843,-40.2096,21975,1169.41854753693,0.112682374843389,1301.1914066593,0.106773654066299,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.112682374843389,NA,0.114354459430656,0.12497332318974,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +855.0831,-40.2096,21967,1168.99282064818,0.113020081526055,1301.11248454121,0.107077114831498,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.113020081526055,NA,0.114713067693875,0.125420161184913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +856.0834,-40.1992,21967,1168.99282064818,0.113396742487074,1301.55279850046,0.10741547102837,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.113396742487074,NA,0.115103556771685,0.125900219987504,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +857.0834,-40.1912,21962,1168.72674134271,0.113758315834054,1301.67912710808,0.107740166292677,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.113758315834054,NA,0.115525229922874,0.126413528948249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +858.0835,-40.1912,21960.5,1168.64691755107,0.114156064162064,1302.05505005383,0.108097225195664,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.114156064162064,NA,0.115854053785625,0.126828216273881,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +859.0835,-40.1696,21952.5,1168.22119066232,0.114477183292453,1301.9558620319,0.108385401038844,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.114477183292453,NA,0.116195659894941,0.127282398545036,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +860.0835,-40.1624,21942.5,1167.68903205138,0.11484021246184,1301.78668858152,0.108711087433511,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.11484021246184,NA,0.11658323947738,0.12775815612603,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +861.0833,-40.1464,21937.5,1167.42295274591,0.115245019322734,1301.96263349292,0.109074129042477,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.115245019322734,NA,0.11700903050032,0.128262654227834,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +862.0836,-40.1408,21940.5,1167.58260032919,0.115604254530696,1302.56011644326,0.109396190434323,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.115604254530696,NA,0.11739173862432,0.128725794057661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +863.0837,-40.136,21939,1167.50277653755,0.115980915491715,1302.91081739949,0.109733762999023,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.115980915491715,NA,0.117786679868501,0.129223668324432,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +864.0837,-40.1224,21940.5,1167.58260032919,0.116346768074256,1303.42706233723,0.110061539775264,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.116346768074256,NA,0.118216436355024,0.129768366427212,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +865.0838,-40.1144,21929,1166.97061792661,0.116727752386666,1303.18847525846,0.110402759302526,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.116727752386666,NA,0.118596337316264,0.13023307791203,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +866.0838,-40.1016,21899.5,1165.40075002435,0.117101898745346,1301.87139065145,0.110737741302599,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.117101898745346,NA,0.118995001489275,0.130742258547441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +867.0838,-40.1016,21918,1166.38524345458,0.11743523796079,1303.35997207362,0.111036093218475,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.11743523796079,NA,0.11931886653742,0.131179653441657,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +868.0839,-40.0832,21904.5,1165.66682932982,0.117813354744216,1302.99794900722,0.111374415128859,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.117813354744216,NA,0.119705947527795,0.131659129296568,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +869.0839,-40.0728,21913,1166.11916414911,0.118195662531543,1303.94939134644,0.111716370629126,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.118195662531543,NA,0.120149879546933,0.132179756484854,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +870.084,-40.0752,21903,1165.58700553817,0.118568176604493,1303.78853145872,0.112049453693038,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.118568176604493,NA,0.120535164290536,0.132672047191132,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +871.0837,-40.0624,21899.5,1165.40075002435,0.118913471210009,1303.98259856049,0.112358099449838,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.118913471210009,NA,0.120905084354466,0.133141686316584,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +872.0838,-40.0568,21893,1165.05484692724,0.119277294464346,1304.01943697129,0.112683204229217,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.119277294464346,NA,0.121261923295428,0.133643901727379,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +873.0838,-40.0464,21901.5,1165.50718174653,0.119632471015899,1304.93968588564,0.11300048057506,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.119632471015899,NA,0.121602359801953,0.134072285689446,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +874.0839,-40.0384,21893,1165.05484692724,0.11999325027793,1304.8535647621,0.113322658751281,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.11999325027793,NA,0.122007664500475,0.134597518977255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +875.0839,-40.0256,21890,1164.89519934395,0.120350720852671,1305.09117630281,0.11364177990623,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.120350720852671,NA,0.122378134306711,0.135080957944451,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +876.0839,-40.0144,21884.5,1164.60251210794,0.120754380701971,1305.23336722149,0.11400201276937,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.120754380701971,NA,0.12282207335975,0.135613335148247,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +877.084,-40.0144,21875,1164.09696142755,0.121123100813496,1305.09599504322,0.114330951453923,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.121123100813496,NA,0.123186645747823,0.136124703957744,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +878.084,-39.9936,21878.5,1164.28321694138,0.121506246801602,1305.75090084602,0.114672645004167,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.121506246801602,NA,0.123632987606318,0.136648315679514,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +879.0843,-39.9856,21876.5,1164.17678521919,0.121900730558153,1306.09078583625,0.115024327747956,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.121900730558153,NA,0.124021450884929,0.13719258625084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +880.0841,-39.9856,21866.5,1163.64462660825,0.122276641550054,1305.93118350767,0.115359337805618,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.122276641550054,NA,0.12441600161234,0.137690386263574,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +881.0831,-39.9672,21855.5,1163.05925213622,0.12268418359244,1305.74822695419,0.115722410552633,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.12268418359244,NA,0.124823173396917,0.138227403938166,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +882.0831,-39.9648,21852,1162.87299662239,0.123044257001182,1305.95784047853,0.116043084597917,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.123044257001182,NA,0.125174258434809,0.138703702136246,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +883.0832,-39.944,21843.5,1162.42066180309,0.123449019746246,1305.92035303546,0.116403435330887,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.123449019746246,NA,0.125626987404292,0.139275617737656,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +884.0832,-39.944,21843.5,1162.42066180309,0.123807107942614,1306.33660215367,0.11672212459375,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.123807107942614,NA,0.126024063026,0.13981144507631,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +885.0833,-39.936,21839,1162.18119042817,0.124232296317211,1306.56162845173,0.117100399439699,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.124232296317211,NA,0.126496062651118,0.140400813563515,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +886.0833,-39.928,21834,1161.9151111227,0.124559503432212,1306.64268039453,0.117391406474985,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.124559503432212,NA,0.126804636495403,0.1408287822202,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +887.0836,-39.9176,21814,1160.85079390082,0.124920370925903,1305.86470566454,0.117712251752065,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.124920370925903,NA,0.127196095131769,0.141354472798883,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +888.0836,-39.9096,21822.5,1161.30312872012,0.125364617339286,1306.88945106703,0.118107087447517,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.125364617339286,NA,0.127632325169138,0.141920322373778,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +889.0834,-39.8912,21824,1161.38295251176,0.125740969489492,1307.41637090916,0.118441458394766,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.125740969489492,NA,0.128027210246693,0.14247327229286,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +890.0837,-39.8888,21806,1160.42506701207,0.126119042157088,1306.77676495871,0.118777245405675,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.126119042157088,NA,0.128426200104559,0.14299838705081,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +891.0835,-39.8832,21807,1160.47828287317,0.126536642608834,1307.32130860841,0.119148008198546,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.126536642608834,NA,0.128859037711575,0.14359833911954,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +892.0838,-39.8624,21794.5,1159.81308460949,0.126958610527802,1307.06134230347,0.119522509030809,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.126958610527802,NA,0.129323192098604,0.144187212268811,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +893.0838,-39.8752,21781.5,1159.12127841527,0.127311140129524,1306.69032991871,0.119835275153401,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.127311140129524,NA,0.12966130398167,0.14468747202622,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +894.0836,-39.8568,21784,1159.25431806801,0.127686962889763,1307.27598115896,0.120168599392757,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.127686962889763,NA,0.130066774843838,0.145202598857425,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +895.0837,-39.8488,21768,1158.40286429051,0.128054006599728,1306.74099231951,0.120494030120991,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.128054006599728,NA,0.130454680402461,0.145709852098506,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +896.0837,-39.8304,21769.5,1158.48268808215,0.128454269530078,1307.29473554298,0.120848793220052,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.128454269530078,NA,0.130860398316207,0.146239012822274,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +897.084,-39.8336,21766.5,1158.32304049887,0.128834371525878,1307.55486144549,0.1211855707083,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.128834371525878,NA,0.131265018690923,0.14683990738533,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +898.0838,-39.8176,21748,1157.33854706863,0.129176136864953,1306.83906962385,0.121488284394011,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.129176136864953,NA,0.131690794661061,0.147538905144454,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +899.0838,-39.812,21750,1157.44497879082,0.129546180451393,1307.38755487581,0.12181594183726,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.129546180451393,NA,0.132148764139408,0.148173286024671,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +900.0841,-39.796,21750,1157.44497879082,0.129934090949196,1307.83653993372,0.122159304429555,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.129934090949196,NA,0.132529002955146,0.148736087682441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +901.0841,-39.7912,21741.5,1156.99264397152,0.13031282535425,1307.76362432153,0.122494431008751,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.13031282535425,NA,0.132930787264417,0.149319353970793,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +902.0839,-39.7856,21737,1156.7531725966,0.130711323651379,1307.95391092463,0.122846924635526,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.130711323651379,NA,0.133323202377263,0.149897329615958,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +903.0842,-39.7752,21737,1156.7531725966,0.131087411106602,1308.38895128164,0.123179480713934,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.131087411106602,NA,0.1337290667211,0.150432635183659,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +904.0842,-39.7648,21720.5,1155.87511088855,0.131480483156576,1307.85012893684,0.123526937296276,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.131480483156576,NA,0.134166085575012,0.151113855801883,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +905.0843,-39.7464,21701,1154.83740159722,0.131860143994071,1307.11442766157,0.123862424439927,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.131860143994071,NA,0.134537217340823,0.151652370897774,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +906.0843,-39.7544,21702,1154.89061745831,0.132270774144594,1307.64889348185,0.124225150951663,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.132270774144594,NA,0.135040543351547,0.152356197083539,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +907.0831,-39.736,21697.5,1154.65114608339,0.132616995182551,1307.77751156106,0.124530880043711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.132616995182551,NA,0.135356875636199,0.152879384895078,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +908.0834,-39.728,21695.5,1154.5447143612,0.133039668954808,1308.14496095334,0.124903993749641,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.133039668954808,NA,0.135807811294957,0.153504901897575,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +909.0832,-39.712,21676,1153.50700506988,0.133452328433535,1307.44520076085,0.125268133118994,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.133452328433535,NA,0.13629979263561,0.154277667556899,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +910.0835,-39.7096,21672.5,1153.32074955605,0.133829651132012,1307.66926311245,0.12560097456118,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.133829651132012,NA,0.136699641498166,0.15488753716341,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +911.0833,-39.6992,21666,1152.97484645894,0.134250692618539,1307.76251816781,0.125972250201855,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.134250692618539,NA,0.137147387687738,0.155562351261756,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +912.0833,-39.6968,21651.5,1152.20321647308,0.134632691595052,1307.32743677133,0.126308978817155,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.134632691595052,NA,0.137545103568982,0.156190377609719,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +913.0836,-39.6912,21650,1152.12339268144,0.135035689706894,1307.70116963963,0.12666409511467,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.135035689706894,NA,0.137963602157338,0.156846981969219,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +914.0836,-39.6728,21636.5,1151.40497855667,0.135441952390196,1307.35351684418,0.12702196050837,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.135441952390196,NA,0.1384694242323,0.157627897567792,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +915.0837,-39.6672,21628.5,1150.97925166792,0.135825671884099,1307.31178185037,0.127359850674595,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.135825671884099,NA,0.138884294772909,0.158288770417255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +916.0835,-39.6544,21620,1150.52691684862,0.136205200374102,1307.23466609378,0.127693938118711,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.136205200374102,NA,0.139276928406792,0.158898659392441,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +917.0838,-39.652,21606.5,1149.80850272385,0.136690430394043,1306.9763218319,0.128120908913801,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.136690430394043,NA,0.139836133538012,0.159712952841738,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +918.0835,-39.6304,21595.5,1149.22312825182,0.137037842559424,1306.71018636684,0.128426497028456,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.137037842559424,NA,0.140194668360532,0.160310802730188,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +919.0838,-39.6304,21587,1148.77079343252,0.137410488979866,1306.62394988387,0.128754177739957,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.137410488979866,NA,0.140606515559601,0.160949644579021,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +920.0836,-39.6224,21570.5,1147.89273172448,0.137838633115107,1306.11669682815,0.129130526981134,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.137838633115107,NA,0.141093144375988,0.161808069847919,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +921.0837,-39.6176,21547.5,1146.66876691932,0.138206956184157,1305.14636694668,0.129454178733979,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.138206956184157,NA,0.141460745436391,0.162369152551162,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +922.0837,-39.6072,21546,1146.58894312768,0.138580484921209,1305.48379487161,0.129782297849237,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.138580484921209,NA,0.141896375382502,0.163039908395465,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +923.0837,-39.5912,21534.5,1145.9769607251,0.138935926167746,1305.19433113034,0.130094428420672,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.138935926167746,NA,0.142228175034908,0.163588456155661,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +924.0838,-39.5808,21529.5,1145.71088141963,0.139334689159858,1305.3481509493,0.130444486042011,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.139334689159858,NA,0.142642607708395,0.164199383240283,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +925.0841,-39.5704,21526.5,1145.55123383635,0.139672307610863,1305.55301815274,0.130740771620733,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.139672307610863,NA,0.143018193035057,0.164840206322998,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +926.0841,-39.5672,21485,1143.34277560095,0.140118142194145,1303.54584120925,0.13113189054046,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.140118142194145,NA,0.143509117331377,0.165603088342157,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +927.0841,-39.56,21487,1143.44920732314,0.140495950166758,1304.09919017343,0.131463211808126,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.140495950166758,NA,0.143922948845306,0.166291165702189,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +928.0839,-39.5488,21490,1143.60885490642,0.140905521537348,1304.74965704174,0.131822264241527,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.140905521537348,NA,0.144369314929481,0.167010758459621,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +929.084,-39.5416,21465.5,1142.30506630962,0.141330092290318,1303.74714675486,0.13219432990845,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.141330092290318,NA,0.144801548152573,0.167755773562653,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +930.0843,-39.5384,21451,1141.53343632376,0.141715047027475,1303.30590093582,0.132531559106573,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.141715047027475,NA,0.145219774663259,0.168465275411883,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +931.0843,-39.5176,21439,1140.89484599064,0.142146499850006,1303.06905504512,0.132909386587625,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.142146499850006,NA,0.145704275157331,0.169256769850175,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +932.0843,-39.5152,21414.5,1139.59105739384,0.142545924579576,1302.03511831266,0.133259039546919,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.142545924579576,NA,0.146179515652191,0.170014570070566,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +933.0834,-39.504,21411,1139.40480188001,0.14297931849865,1302.3161239469,0.13363829059705,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.14297931849865,NA,0.146643220085152,0.170791513053579,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +934.0832,-39.4832,21376.5,1137.56885467227,0.143405918579823,1300.70296122434,0.13401145613294,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.143405918579823,NA,0.147068757179002,0.171628855816257,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +935.0834,-39.4856,21367,1137.06330399188,0.143761139247207,1300.52881996995,0.134322076792699,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.143761139247207,NA,0.147468747600423,0.172345548092556,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +936.0832,-39.4808,21352,1136.26506607547,0.144198150664384,1300.1123872681,0.134704086581438,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.144198150664384,NA,0.147979265048253,0.173261765640829,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +937.0833,-39.4648,21327,1134.93466954813,0.144589943355274,1299.03480913003,0.135046444789033,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.144589943355274,NA,0.148435755517562,0.174114494671015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +938.0836,-39.452,21299.5,1133.47123336805,0.145014161181598,1297.84061349839,0.135417004773912,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.145014161181598,NA,0.148966282014724,0.174960567712523,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +939.0836,-39.4464,21278,1132.32709235453,0.145445349309146,1297.01880183424,0.13579351274593,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.145445349309146,NA,0.149402013876694,0.175757566815094,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +940.0834,-39.4384,21256.5,1131.18295134101,0.145879934355644,1296.19984602686,0.136172843480686,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.145879934355644,NA,0.149878210983584,0.176647845534251,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +941.0837,-39.428,21232,1129.87916274421,0.146280903139283,1295.15890710869,0.13652270443387,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.146280903139283,NA,0.150274592754374,0.177440436284059,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +942.0837,-39.4232,21207.5,1128.57537414742,0.146729472904057,1294.17064392857,0.136913954098663,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.146729472904057,NA,0.150792275835372,0.178283994195617,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +943.0838,-39.4072,21186,1127.4312331339,0.147118486297623,1293.29720955722,0.137253133856183,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.147118486297623,NA,0.151202381323011,0.179048374339745,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +944.0838,-39.3992,21148,1125.40903041233,0.147515043498209,1291.42379248688,0.137598772668991,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.147515043498209,NA,0.151567960048762,0.179782433361015,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +945.0836,-39.3968,21130,1124.45114491264,0.1479827154176,1290.85047869124,0.138006241527582,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.1479827154176,NA,0.152139424489454,0.180917848964172,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +946.0839,-39.3912,21092.5,1122.45555012162,0.14838628703524,1289.01256156626,0.138357728262827,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.14838628703524,NA,0.152788458299996,0.182424648700391,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +947.0837,-39.3784,21061,1120.77925049717,0.148804063950308,1287.55575776233,0.138721456866767,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.148804063950308,NA,0.153248695930009,0.183242217642314,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +948.0839,-39.3728,21031.5,1119.2093825949,0.149228105313311,1286.22687820842,0.139090504239982,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.149228105313311,NA,0.153583928967541,0.184030899302628,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +949.0838,-39.3568,20990.5,1117.02753229005,0.149644779332616,1284.18487086805,0.139453007122722,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.149644779332616,NA,0.154120733814782,0.185094800356067,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +950.084,-39.3568,20956,1115.19158508232,0.150047733328628,1282.52355465108,0.139803448756042,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.150047733328628,NA,0.154490519233181,0.186154348111513,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +951.0841,-39.344,20942.5,1114.47317095755,0.150471951154952,1282.17012350138,0.140172250495922,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.150471951154952,NA,0.154987891685481,0.187052877582089,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +952.0841,-39.3256,20890,1111.67933825012,0.15093931426353,1279.47545524653,0.14057840399141,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.15093931426353,NA,0.15559877978825,0.188241939913249,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +953.0841,-39.32,20850.5,1109.57731173692,0.151292152676066,1277.44765179012,0.140884922619415,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.151292152676066,NA,0.15597359264589,0.189023451210525,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +954.0839,-39.3072,20801.5,1106.96973454332,0.151718929220562,1274.9179973478,0.141255547452909,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.151718929220562,NA,0.156518029587222,0.190127764356119,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +955.084,-39.3176,20766.5,1105.10717940504,0.152135956166511,1273.2337168103,0.141617572815833,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.152135956166511,NA,0.156948172093717,0.19101675912084,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +956.084,-39.2936,20722.5,1102.76568151691,0.152635700294694,1271.0870935762,0.142051233247759,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.152635700294694,NA,0.157314577556437,0.191833150984458,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +957.0841,-39.2912,20659.5,1099.413082268,0.153089652190792,1267.72184864641,0.142444993850229,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.153089652190792,NA,0.15783509289607,0.192864738931395,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +958.0841,-39.2704,20600.5,1096.27334646346,0.153539810125465,1264.59494792507,0.142835310498605,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.153539810125465,NA,0.158326431561682,0.193830607231924,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +959.0831,-39.268,20553,1093.7455930615,0.153969365967284,1262.14890855469,0.143207621777998,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.153969365967284,NA,0.158659720509073,0.194747273545913,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +960.0832,-39.2544,20504,1091.13801586791,0.154393583793609,1259.6027245512,0.143575170417734,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.154393583793609,NA,0.159198106945497,0.19577781183255,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +961.0832,-39.2544,20441.5,1087.81202454954,0.154902283435388,1256.31659110074,0.14401573730847,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.154902283435388,NA,0.159593841575525,0.196690971488187,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +962.0833,-39.2416,20369,1083.95387462024,0.155367176057457,1252.36472709653,0.144418194802277,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.155367176057457,NA,0.160111760559449,0.19770932554417,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +963.0835,-39.2336,20285,1079.48374228836,0.155840759498138,1247.71130855247,0.144828009462415,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.155840759498138,NA,0.160467110337172,0.198482476085092,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +964.0836,-39.22,20212.5,1075.62559235905,0.156304637456105,1243.75086061124,0.145229262744153,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.156304637456105,NA,0.160904323198832,0.199663279216402,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +965.0836,-39.2128,20122.5,1070.83616486061,0.156796484850624,1238.73951136168,0.145654533733984,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.156796484850624,NA,0.161184900006537,0.200389824018168,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +966.0834,-39.2072,20006,1064.63651704318,0.157299934708571,1232.10377166243,0.146089649454863,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.157299934708571,NA,0.161476867786152,0.201207980495839,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +967.0837,-39.2048,19877,1057.77167096207,0.157796237801973,1224.68406109339,0.146518403220601,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.157796237801973,NA,0.161174021454833,0.201014417729646,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +968.0835,-39.1936,19724.5,1049.65625214526,0.158346671019429,1215.86582538719,0.146993704831501,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.158346671019429,NA,0.161664461891341,0.201959930360328,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +969.0835,-39.1864,19241,1023.9263833064,0.159032804531578,1186.76426767749,0.147585868125807,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.159032804531578,NA,0.162230926902671,0.203171148620092,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +970.0838,-39.1704,16556.5,881.068404200009,0.161384178298541,1023.25890463663,0.149612550906709,"S190918-ERR-075","DP1180","A36R19W18","E191015-WEL-001",NA,0.00025,0.161384178298541,NA,0.161418883526381,0.206282647176489,"TCT","LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U","C00FeDP1180_Numisheet2020R03T1.046W17.97-S","0.00025 mm/mm/s" +0,-44.8,5781,226.182310219309,0,226.182310219309,0,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0,0,-3.44255201434157e-18,-3.76069654880392e-18,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +0.350000000000136,-44.7944,5882.5,230.153509750058,7.97672523247228e-05,230.171868463144,7.97640710866246e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,7.97672523247228e-05,0.000100992731064383,8.26000592516023e-05,9.91653440617244e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +0.600000000000136,-44.7864,5984.5,234.144271840072,9.63968292096553e-05,234.166842605455,9.63921833338104e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,9.63968292096553e-05,0.000142136863779891,0.000101004547733654,0.000140316787000739,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +0.850100000000111,-44.792,6053.5,236.84390501861,0.000104207559795391,236.868585944004,0.00010420213056487,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000104207559795391,0.00011245355748697,0.000102607020734674,0.00010774759140431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1.10010000000011,-44.784,6169,241.362856208773,8.92767063587201e-05,241.384404289613,8.9272721430744e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,8.92767063587201e-05,9.1698506687262e-05,9.48910002293026e-05,9.1377949988258e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1.35010000000011,-44.776,6238,244.062489387312,0.00011879568305822,244.091482957448,0.000118788627409795,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00011879568305822,0.000121172515819557,0.000124508642417532,0.000120122994486234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1.60010000000011,-44.7888,6348,248.366252425562,0.000130959387117664,248.39877831776,0.000130950812685769,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000130959387117664,0.000131819567778727,0.000127728122069778,0.000130460918133742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1.85010000000011,-44.7784,6421.5,251.241948637483,0.000146273291925404,251.27869862438,0.000146262595030649,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000146273291925404,0.000152930724898424,0.000147179906630619,0.000149608900836067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +2.10010000000011,-44.7888,6514,254.861022101466,0.000207401942280601,254.913880772461,0.000207380437471182,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000207401942280601,0.000194586882789791,0.000209201464661165,0.00019609891124551,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +2.35010000000011,-44.7784,6590,257.834531109712,0.00021875621975902,257.890934017061,0.000218732296106146,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00021875621975902,0.000173687281433092,0.000216090106160391,0.00018048726533685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +2.60010000000011,-44.7784,6710,262.529545333258,4.18825709481053e-05,262.540540745566,4.18816938976738e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,4.18825709481053e-05,-8.32694023362048e-05,2.98276230887636e-05,-8.14969624103371e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +2.85020000000009,-44.7736,6777,265.150928274737,0.00024765793898621,265.216595007154,0.0002476272768213,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00024765793898621,0.000222999348769636,0.000246251734218544,0.000227950882121783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +3.10020000000009,-44.776,6884,269.337315957399,0.000252136165539773,269.405225635481,0.000252104384558864,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000252136165539773,0.000251849230757518,0.000256339483045437,0.000254601960892681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +3.35020000000009,-44.7704,6961,272.349950084174,0.000229637795545719,272.412491926328,0.000229611432823015,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000229637795545719,0.000220296554501946,0.000230098533020432,0.000221979442687749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +3.60020000000009,-44.7576,7070,276.614588003894,0.000257682474863606,276.685866735514,0.000257649280437052,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000257682474863606,0.000264685621360315,0.000262174976453652,0.000253995731185249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +3.85020000000009,-44.7736,7158.5,280.077160993759,0.000266690401839156,280.15185488437,0.000266654846275326,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000266690401839156,0.000231845541706852,0.000264554006992447,0.0002274241332444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +4.10020000000009,-44.7656,7265.5,284.263548676421,0.000331367317525062,284.357744326016,0.000331312427501087,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000331367317525062,0.0003444820459926,0.000335344685587431,0.000345998858455679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +4.35020000000009,-44.7632,7343,287.295745362461,0.000315744998455713,287.386457557137,0.000315695161493872,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000315744998455713,0.000344707906237774,0.000320744042546635,0.000351470059094694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +4.60020000000009,-44.76,7436.5,290.953943944973,0.000349378881987533,291.055597108618,0.000349317863397896,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000349378881987533,0.000349947863926605,0.000351884386358559,0.00034860717607482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +4.85030000000006,-44.7496,7507,293.712264801306,0.000350807281836472,293.815301202563,0.00035074576334907,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000350807281836472,0.00035392300424233,0.000350017027122423,0.000349692013730861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +5.10030000000006,-44.7496,7628.5,298.465966702646,0.000372413438111265,298.577119439465,0.000372344109438983,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000372413438111265,0.000349179939093014,0.000377664152963769,0.000348003020681342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +5.35030000000006,-44.752,7696,301.106912203391,0.000408977042654667,301.230058017867,0.000408893434339181,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000408977042654667,0.000397047253727593,0.000405266876747827,0.000393402867020323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +5.60030000000006,-44.752,7813,305.684551071347,0.000445472015373452,305.820724984381,0.000445372822172679,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000445472015373452,0.00046392447233394,0.000443876273891777,0.000455947775434988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +5.85030000000006,-44.7392,7869,307.875557709002,0.000448453210253458,308.013625491215,0.000448352685165402,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000448453210253458,0.000456742116536214,0.000448605237752129,0.000450576121316781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +6.10030000000006,-44.7448,7992.5,312.707509847401,0.000439363782986185,312.844902201896,0.000439267290981718,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000439363782986185,0.00040498247700932,0.000438399724279555,0.000404882433672803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +6.35030000000006,-44.7416,8057.5,315.250642551822,0.000434255001544114,315.38754172009,0.000434160740128972,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000434255001544114,0.000446781679722586,0.000434697606312717,0.000440170732979391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +6.60030000000006,-44.7312,8154.5,319.045779049188,0.000515262001990362,319.210171216027,0.000515129300107223,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000515262001990362,0.000543050844905498,0.000518775385140045,0.000538303456738509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +6.85030000000006,-44.7312,8227,321.88235014258,0.000550242785079398,322.05946358339,0.00055009145702706,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000550242785079398,0.000566284335462549,0.000551706643065855,0.000562143793913801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +7.10040000000004,-44.7312,8344,326.459989010537,0.000554630932363218,326.641053818621,0.000554477181474992,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000554630932363218,0.000547703565956744,0.000552257700232753,0.000545778354057981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +7.34930000000008,-44.7368,8414.5,329.21830986687,0.000570103119316379,329.405998252261,0.000569940672271164,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000570103119316379,0.000555924878882402,0.000570072767852021,0.000556114510586005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +7.59940000000006,-44.7312,8518,333.267759634678,0.000594308705946926,333.46582356564,0.000594132174467363,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000594308705946926,0.000615695028439504,0.000596611738128923,0.00061163011936579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +7.84940000000006,-44.7264,8591,336.123893287335,0.000587698603342213,336.32143282997,0.000587525976149856,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000587698603342213,0.000595450421793941,0.000590126012282332,0.000598073974759157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +8.09940000000006,-44.7232,8694,340.153780495878,0.000588968292097097,340.354120287027,0.000588794918343744,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000588968292097097,0.000583035636982313,0.000584074014952179,0.000573790352744446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +8.34940000000006,-44.7336,8775,343.322915096771,0.000637345149445807,343.541730291402,0.000637142131283331,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000637345149445807,0.000639959947449692,0.000638085256662638,0.000641243870854129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +8.59940000000006,-44.7152,8873.5,347.176739271932,0.00065186078034372,347.403050172111,0.000651648411390135,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00065186078034372,0.000652382260936248,0.000652247932924044,0.000649476768586545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +8.84940000000006,-44.7208,8947,350.052435483853,0.000697972787481436,350.296762558012,0.000697729317758946,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000697972787481436,0.00067648154910002,0.000697160708287049,0.000672260261030869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +9.09940000000006,-44.7104,9052.5,354.180135488721,0.000675328574859976,354.419323454864,0.00067510064313139,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000675328574859976,0.00066243304184808,0.000673426264529526,0.000665965094652144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +9.34940000000006,-44.7152,9131.5,357.271019852555,0.000683491472495756,357.515211547994,0.000683257998578211,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000683491472495756,0.000694535311367131,0.000686852070251703,0.000686728213979323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +9.59940000000006,-44.7128,9222,360.811843079479,0.000725682886654562,361.073678059304,0.000725419706144684,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000725682886654562,0.000738066109293707,0.000730011901738045,0.00073401483375899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +9.84950000000003,-44.708,9302.5,363.961415121107,0.000740580282076726,364.230957768582,0.000740306187817218,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000740580282076726,0.000714697102589419,0.000737733328320435,0.000707311964107751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +10.0995,-44.708,9416,368.402116074211,0.000733391098452235,368.672298906791,0.000733122298616094,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000733391098452235,0.000728858539963946,0.000732254172701798,0.000722005463772241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +10.3495,-44.7024,9485,371.101749252749,0.000796330771078501,371.39726899488,0.000796013867958707,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000796330771078501,0.000802820241595154,0.000800272706530161,0.000801153486721085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +10.5995,-44.7024,9595,375.405512291,0.000783436567036121,375.699618696796,0.000783129840798683,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000783436567036121,0.000785285957892077,0.000782177911238707,0.000782114993126924,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +10.8495,-44.6896,9664,378.105145469538,0.000813312858172325,378.41266324609,0.000812982298489949,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000813312858172325,0.000829682553425241,0.000815515708779781,0.000825996791254198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +11.0995,-44.6896,9774.5,382.428471067053,0.000834837514155242,382.747736701181,0.000834489231143956,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000834837514155242,0.000843008307892625,0.000841883166138452,0.000842754897624015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +11.3495,-44.6896,9823.5,384.345601875001,0.000856894066778751,384.67494534084,0.000856527142653071,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000856894066778751,0.00086335831598598,0.00085856657227854,0.000854981830592671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +11.5995,-44.6968,9932.5,388.610239794722,0.000877972615902038,388.951428943521,0.000877587423387418,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000877972615902038,0.000875750514773091,0.000875429865552038,0.000873903850572869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +11.8495,-44.692,9999.5,391.231622736201,0.000864941148210271,391.570015065187,0.000864567302169648,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000864941148210271,0.000868620859699328,0.000867170194070311,0.00086627641203068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +12.0995,-44.6896,10114.5,395.731011367099,0.000913536769499939,396.092526196814,0.000913119748741825,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000913536769499939,0.00091091695495211,0.000915525120590141,0.000907686847528511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +12.3495,-44.6864,10177,398.176331275196,0.000920211214440031,398.54273760056,0.000919788079662728,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000920211214440031,0.000902221335511587,0.000918154447088081,0.000894201268851359,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +12.5995,-44.6704,10287.5,402.499656872711,0.000915582855770128,402.868178657997,0.000915163965453564,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000915582855770128,0.000932546837768294,0.000918583075864602,0.000934223108524921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +12.8496,-44.6944,10330,404.162474410216,0.000945047355958934,404.544427088035,0.000944601079852308,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000945047355958934,0.000939405460547714,0.000945741550325159,0.000941671262074684,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +13.0996,-44.6816,10455,409.05311422641,0.00100775539617714,409.465339709595,0.00100724795159928,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00100775539617714,0.000969821306902623,0.00100534244041285,0.00096649073685163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +13.3496,-44.6704,10512.5,411.302808541858,0.000970321025359447,411.701904304776,0.000969850568218458,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000970321025359447,0.000967577761800209,0.000972557220567944,0.000962249149291369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +13.5996,-44.676,10624,415.665259257903,0.00101021756288381,416.085171603086,0.00100970763651719,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00101021756288381,0.00100959529608399,0.00100869466262444,0.00100688567522675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +13.8496,-44.6632,10692,418.325767317912,0.00103403709550117,418.758331679323,0.00103350284740018,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00103403709550117,0.00104504782590694,0.00103392126203623,0.00103611768757724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +14.0996,-44.6656,10792,422.238279170867,0.00108688360042542,422.69720303197,0.00108629337008072,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00108688360042542,0.00110276264723256,0.00108654549110741,0.00110196815828854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +14.3496,-44.668,10856,424.742286756758,0.00104769911808099,425.187288876005,0.00104715066440285,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00104769911808099,0.00106356836601398,0.00104741456257071,0.00105508580040115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +14.5996,-44.66,10961.5,428.869986761625,0.00111615936309657,429.3486740129,0.00111553692035517,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00111615936309657,0.00111099148883301,0.00111849475619582,0.00111159412755043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +14.8497,-44.6632,11037,431.823933210606,0.00106223619642418,432.282632222945,0.0010616724227608,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00106223619642418,0.00105290023376539,0.00106630725011785,0.00105026578169452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +15.0997,-44.6632,11137,435.73644506356,0.00114071239833914,436.233495028852,0.00114006228030277,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00114071239833914,0.0011490790548501,0.00113733755637069,0.00114202335436033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +15.3497,-44.652,11208,438.514328479158,0.00116101883943575,439.023451875885,0.00116034537827999,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00116101883943575,0.00117088209718763,0.00116124170255907,0.00116416169540475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +15.5997,-44.6448,11313,442.622465924761,0.00114124429497943,443.127606288827,0.00114059357075216,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00114124429497943,0.00114777659410275,0.00114284305485639,0.00114900460669532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +15.8497,-44.6496,11375.5,445.067785832857,0.00115738135273317,445.582898988882,0.00115671210327021,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00115738135273317,0.00113577588640737,0.00115930214857791,0.00113263552197058,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +16.0997,-44.652,11466,448.608609059781,0.00121364229093026,449.153059439811,0.00121290642245241,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00121364229093026,0.00122764830548352,0.00121578069116237,0.0012250410412434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +16.3497,-44.6632,11525,450.916991053024,0.00125178871692803,451.481443854695,0.00125100588265949,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00125178871692803,0.00123701397698477,0.0012513643279307,0.00123182300334643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +16.5998,-44.652,11629,454.986003380097,0.00124146391681811,455.550852085951,0.00124069393769139,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00124146391681811,0.00126116596587237,0.0012433337467151,0.0012591485999956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +16.8498,-44.6416,11698,457.685636558636,0.00128985364263392,458.275984044132,0.0012890224960525,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00128985364263392,0.00127571889433875,0.00128780354382791,0.00126855140419358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +17.0998,-44.6416,11806.5,461.930711919092,0.0012773969664733,462.520780809218,0.0012765817890978,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0012773969664733,0.00128548358560665,0.00127822917483772,0.00128230079091296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +17.3498,-44.6448,11869,464.376031827188,0.00131251930270051,464.985534332673,0.00131165870219483,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00131251930270051,0.00131315899431963,0.00130938750704093,0.00130775399369442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +17.5998,-44.6368,11959.5,467.916855054112,0.00131130966679253,468.5304389494,0.00131045065114639,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00131130966679253,0.00131385163240488,0.00131367440452627,0.0013090301947155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +17.8498,-44.6368,12020.5,470.303487284415,0.00132335884149483,470.925867562499,0.00132248397394066,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00132335884149483,0.00132168145423868,0.00132435213063527,0.00132386484205681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +18.0998,-44.6336,12113.5,473.942123307663,0.00137890772451184,474.595645762464,0.00137795790429822,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00137890772451184,0.0013817979228386,0.00137743827620874,0.00137507380745482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +18.3499000000002,-44.6264,12174.5,476.328755537965,0.00145438557359045,477.021521208306,0.00145332897923178,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00145438557359045,0.00147708083161741,0.001455673951557,0.00147828532385327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +18.5999000000002,-44.6264,12286.5,480.710768813274,0.00135503242853697,481.362147493763,0.00135411520058469,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00135503242853697,0.00132488114104588,0.00135174185396721,0.0013243155154802,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +18.8499000000002,-44.6336,12356,483.429964551078,0.00140785319652716,484.110562971968,0.00140686310038007,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00140785319652716,0.00143497295323556,0.00141219834587655,0.00143429755459843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +19.0999000000002,-44.6208,12438,486.6382242705,0.00146735698843547,487.352296269723,0.00146628147215195,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00146735698843547,0.00148076235361428,0.00146980202363895,0.00148038366069972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +19.3499000000002,-44.6232,12511.5,489.513920482422,0.00143681582649867,490.217261830662,0.00143578459431457,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00143681582649867,0.00143264659270987,0.00143747394230762,0.00142816057848558,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +19.5999000000002,-44.6104,12599,492.937368353757,0.00151271833499179,493.683043748868,0.00151157532916344,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00151271833499179,0.00152409740599499,0.00151385677428055,0.00152496146007406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +19.8499000000002,-44.6184,12666,495.558751295237,0.00147826944854319,496.291320657235,0.00147717788388059,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00147826944854319,0.00148543013201524,0.0014808149237268,0.00148213382962649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +20.0999000000002,-44.608,12761.5,499.295200114809,0.00150487285954488,500.046575910363,0.0015037416731021,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00150487285954488,0.00152009215098009,0.00151218429192885,0.00151588126207734,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +20.3499000000002,-44.6128,12830.5,501.994833293347,0.0015699873031124,502.782958807846,0.0015687561614624,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0015699873031124,0.00156594178075729,0.00156381320142586,0.00156329669206984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +20.6000000000001,-44.6128,12909.5,505.085717657182,0.00155483682783689,505.87104353221,0.00155362932054542,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00155483682783689,0.00158665316524306,0.00155890935431831,0.00157781416467239,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +20.8500000000001,-44.6104,12972,507.531037565278,0.00156294396211516,508.324280136027,0.00156172383636086,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00156294396211516,0.00159154680388933,0.00156905682403523,0.00159114403240271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +21.1000000000001,-44.6104,13057.5,510.876235199555,0.00157944562643697,511.683136434891,0.00157819961402678,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00157944562643697,0.00160837339215731,0.00157700380422792,0.00160652933583259,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +21.3500000000001,-44.592,13125,513.517180700299,0.00158397103736987,514.33057704172,0.00158271787838351,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00158397103736987,0.00159195335233065,0.00158538243071297,0.00159215219374095,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +21.6000000000001,-44.592,13223.5,517.371004875459,0.00163659877835347,518.217733629994,0.0016352610099674,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00163659877835347,0.00165490813134523,0.00164256330878363,0.00165310033058448,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +21.8500000000001,-44.5944,13281,519.620699190908,0.0017525865618886,520.531379445589,0.00175105257409621,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0017525865618886,0.00179847243187486,0.00175619349622655,0.00179486380078844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +22.1000000000001,-44.5944,13378,523.415835688274,0.00165433152602854,524.281739006476,0.00165296462695795,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00165433152602854,0.00164304293979695,0.00165479996605136,0.00164823001258128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +22.3500000000001,-44.5968,13442.5,525.93940583343,0.00172417727600281,526.846218605522,0.00172269258869438,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00172417727600281,0.00174355074891473,0.00172689480486325,0.00174449933619861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +22.6000000000001,-44.5944,13529.5,529.343291145501,0.0017412708898115,530.26502120909,0.00173975663521907,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0017412708898115,0.00176300484470219,0.00174353817703173,0.00175790755140598,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +22.8500000000001,-44.584,13585.5,531.534297783155,0.00173022974503256,532.453974235684,0.00172873462190317,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00173022974503256,0.00173928199028041,0.00173096003443184,0.0017391565623744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +23.1001000000001,-44.5944,13674,534.99687077302,0.00180086047150046,535.960325489972,0.00179924086644524,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00180086047150046,0.00179636440291955,0.00180119330842285,0.00179711118234828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +23.3500000000001,-44.5896,13735,537.383503003322,0.00181930956384469,538.361169949788,0.00181765662470192,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00181930956384469,0.00183485851737795,0.00182117689746564,0.00183964732128602,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +23.6001000000001,-44.5784,13802.5,540.024448504067,0.00183320321883242,541.014423061313,0.00183152495256735,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00183320321883242,0.00183692137428423,0.00183108647137853,0.00183558775141296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +23.8500000000001,-44.5712,13868,542.587143767752,0.00185359973919893,543.592883155933,0.00185188394314117,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00185359973919893,0.00187574675043573,0.00185489318824194,0.00187549628453612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +24.0999000000002,-44.576,13953.5,545.932341402028,0.00186766926323736,546.951962455872,0.00186592733755572,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00186766926323736,0.00188100929414908,0.00186692212122307,0.00187467636062194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +24.3501000000001,-44.576,14023,548.651537139832,0.00180421485192685,549.641422391672,0.00180258921135375,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00180421485192685,0.00179443706216038,0.0018040748855614,0.00179470769463887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +24.6001000000001,-44.5656,14091.5,551.331607759106,0.00183492330393587,552.34325897438,0.00183324188870133,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00183492330393587,0.00183122216743012,0.00183444616020519,0.00183399515056504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +24.8501000000001,-44.5784,14144,553.385676481907,0.0019286486393741,554.452963013903,0.00192679118445555,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0019286486393741,0.00195475266420977,0.00193146219476338,0.00195612072191431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +25.1001000000001,-44.576,14220,556.359185490153,0.00195639305445931,557.447642736431,0.00195448180992521,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00195639305445931,0.00198245065894727,0.00196107145864425,0.00198302765277011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +25.3501000000001,-44.5632,14287.5,559.000130990897,0.0019635522116605,560.097756934423,0.00196162696282239,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0019635522116605,0.0019800414829983,0.00196985002504099,0.00197867906885627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +25.6001000000001,-44.5528,14371.5,562.286640947379,0.00197821368518567,563.398964075498,0.00197625959713821,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00197821368518567,0.00198064377698561,0.0019769778204293,0.00198580195779026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +25.8501000000001,-44.5784,14420.5,564.203771755327,0.00199828849387452,565.331213660626,0.00199629457126867,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00199828849387452,0.00200262750751914,0.0020014319501363,0.00200186664500855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +26.1002000000001,-44.5528,14507.5,567.607657067397,0.00203211540441293,568.761101330986,0.00203005345085039,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00203211540441293,0.00206526608219049,0.00203510448101609,0.00206259854199004,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +26.3502000000001,-44.5496,14562,569.739976027257,0.00208628736144943,570.928617338555,0.00208411408616497,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00208628736144943,0.00208845440069863,0.00208526240241882,0.00209648689731298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +26.6002000000001,-44.5656,14647.5,573.085173661534,0.00206770958443428,574.270147367811,0.00206557481518697,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00206770958443428,0.00208484063677519,0.00206878633188248,0.00207945842281172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +26.8502000000001,-44.5576,14695,574.943616791687,0.0020779314368072,576.13831020741,0.00207577552332277,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0020779314368072,0.00207836597641256,0.00207380751308718,0.00207837162935562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +27.1002000000001,-44.5632,14779,578.230126748169,0.00211090044953844,579.450712982659,0.00210867562955015,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00211090044953844,0.00212782937011335,0.00211283353874512,0.00212054718489097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +27.3502000000001,-44.5496,14823,579.951631963469,0.00217127071823194,581.210863959942,0.00216891691651078,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00217127071823194,0.00217548588185247,0.00217205623703861,0.00217304759015488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +27.6002000000001,-44.5416,14897.5,582.86645329392,0.00218212312549322,584.138339660727,0.00217974575267782,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00218212312549322,0.00218587545313207,0.0021845467147787,0.00219062175161941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +27.8502000000001,-44.5472,14956.5,585.174835287164,0.00215662211317388,586.436836277017,0.00215429994180248,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00215662211317388,0.0021590733707006,0.00215599801293497,0.0021646295814917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +28.1002000000001,-44.5392,15027,587.933156143497,0.00218300676023461,589.216618197924,0.00218062746302909,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00218300676023461,0.00219671674490214,0.00218540486587933,0.00220006884337484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +28.3503000000001,-44.5448,15068.5,589.556848562473,0.00222851823890727,590.870686752367,0.0022260387751402,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00222851823890727,0.00222705730450857,0.00222898677171641,0.00223285426005683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +28.6003000000001,-44.5288,15144,592.510795011454,0.00229895164887949,593.872948680624,0.0022963131026904,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00229895164887949,0.00232643581240035,0.00229759829507798,0.00232255254472799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +28.8503000000001,-44.5416,15187,594.193175108224,0.00223859853814218,595.523335081395,0.00223609660961461,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00223859853814218,0.00224723415308045,0.00224109001611227,0.00224852378537267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +29.1003000000001,-44.5288,15262,597.12755899794,0.00230049586493239,598.501248478252,0.00229785377562129,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00230049586493239,0.00232508065092918,0.00230219567344926,0.0023247289616961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +29.3503000000001,-44.5264,15317,599.279440517065,0.00225078068700448,600.6282871079,0.00224825147457797,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00225078068700448,0.00224196408069217,0.00225636254044241,0.00224853085282099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +29.6003000000001,-44.5312,15382.5,601.84213578075,0.00232258673346813,603.239966340957,0.00231989369796722,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00232258673346813,0.00235624936476795,0.00232814514106182,0.00235086816181446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +29.8493000000001,-44.5264,15441.5,604.150517773994,0.00231812566487061,605.551014594691,0.00231544295667473,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00231812566487061,0.00232477950393552,0.00231808234487642,0.00232572761044615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +30.0993000000001,-44.5152,15520,607.221839578563,0.00235557290415571,608.652194890686,0.00235280289142751,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00235557290415571,0.0023551953502903,0.00235360956123247,0.00235360055315298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +30.3493000000001,-44.5232,15568.5,609.119407827246,0.00240670361346545,610.585377707096,0.00240381214067329,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00240670361346545,0.00242220055636895,0.00241138391794034,0.00242779512411587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +30.5994000000001,-44.5264,15642,611.995104039168,0.0024510998249888,613.495165131572,0.00244810077945297,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0024510998249888,0.00247475070675436,0.00245453443309838,0.00246863156639662,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +30.8494000000001,-44.5208,15696.5,614.127422999028,0.00243587213891081,615.623358878452,0.00243291021131511,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00243587213891081,0.00245126124125255,0.00243665383235333,0.00244640660625132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +31.0994000000001,-44.5184,15788.5,617.726933903746,0.00248451494457982,619.261685702699,0.00248143363996783,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00248451494457982,0.00250953318451645,0.00248826949272488,0.00250606583818033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +31.3494000000001,-44.5152,15826.5,619.213688407869,0.00253688960571023,620.784565177704,0.00253367713325279,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00253688960571023,0.00256238448189537,0.00253872323882886,0.00256183126737966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +31.5994000000001,-44.5,15880.5,621.326444808465,0.00257832606979855,622.92842697897,0.00257500788948079,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00257832606979855,0.00260981513338919,0.00257993188012705,0.00260623370623904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +31.8494000000001,-44.5104,15936.5,623.517451446119,0.00255674993994705,625.11162965266,0.0025534870152909,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00255674993994705,0.00258158260273807,0.00256176980199713,0.00258470055204522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +32.0994000000001,-44.508,16000.5,626.02145903201,0.0026354191688686,627.671287985266,0.00263195254111326,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0026354191688686,0.00265348144746301,0.00264120028445859,0.00266228633765502,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +32.3495,-44.4968,16065,628.545029177166,0.00262739782437115,630.196467019345,0.00262395224865326,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00262739782437115,0.00266899051763391,0.00263132754425535,0.0026653511805957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +32.5995,-44.5,16117.5,630.599097899967,0.00261414330324964,632.247574308777,0.00261073237379041,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00261414330324964,0.00264595277262273,0.00262164947630248,0.0026497750036442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +32.8495,-44.492,16148.5,631.811976574383,0.00270443704745884,633.520672290859,0.00270078663764165,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00270443704745884,0.00273283368027974,0.00270781652171527,0.00273607571198405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +33.0995,-44.4968,16232.5,635.098486530865,0.00269997597886132,636.81323718871,0.00269633759128604,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00269997597886132,0.0027324572465376,0.00270690077189623,0.00273070004866661,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +33.3495,-44.4896,16275,636.761304068371,0.00275827013486149,638.517663756418,0.00275447308837705,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00275827013486149,0.00280977673714751,0.00276009554873269,0.00280570346342158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +33.5995,-44.5,16349,639.656562839557,0.00277946021069964,641.434462804482,0.00277560465376063,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00277946021069964,0.00280006474660343,0.00278245956013739,0.00280450519476957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +33.8495,-44.4864,16386.5,641.123754784415,0.00278177653477906,642.907217801364,0.00277791455488655,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00278177653477906,0.00280525953224336,0.00278546642918425,0.00280535353133699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +34.0995,-44.4896,16467,644.273326826044,0.00276835043409624,646.05690117004,0.00276452560937735,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00276835043409624,0.00278651313189101,0.00277498636360437,0.00278720929102712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +34.3496,-44.476,16506.5,645.818769007961,0.00286786657973286,647.670891072163,0.00286376209590865,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00286786657973286,0.00288965597720307,0.00286595142737694,0.0028917384309221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +34.5996,-44.4896,16572.5,648.401026830911,0.0028476630863731,650.247454500184,0.00284361617485306,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0028476630863731,0.00290102427621197,0.00285395707233554,0.002901474603911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +34.8496,-44.484,16617,650.142094605476,0.00287580213444967,652.011774628838,0.00287167492628745,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00287580213444967,0.00282822199050621,0.00287612836394053,0.00282481601778868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +35.0996,-44.476,16689.5,652.978665698868,0.00289051508184341,654.866110380193,0.00288634557587182,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00289051508184341,0.0028926674471392,0.00289156040776957,0.00289481172565211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +35.3496,-44.4816,16730.5,654.582795558579,0.00296056243780229,656.520728795541,0.00295618860337496,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00296056243780229,0.00300544699624685,0.00296094853960882,0.00300118749431472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +35.5996,-44.468,16798,657.223741059324,0.00296176349473241,659.170282343465,0.00295738611428015,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00296176349473241,0.00298376441270671,0.00296575817893661,0.00298728737391113,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +35.8496,-44.4736,16840.5,658.886558596829,0.00296107717648654,660.837572547384,0.00295670182250992,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00296107717648654,0.00296945993051028,0.00296192816172274,0.0029709585347788,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +36.0996,-44.476,16913,661.723129690221,0.00305132802580549,663.742264021168,0.00304668217272695,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00305132802580549,0.00312116272854229,0.00305891172697302,0.00312102268616915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +36.3497,-44.4632,16954,663.327259549933,0.00303086716310345,665.337716359294,0.0030262833448505,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00303086716310345,0.00306462238049171,0.00303384351945378,0.00306760531535833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +36.5997,-44.4656,17036.5,666.55508182862,0.00302533372224703,668.571633395411,0.00302076660922367,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00302533372224703,0.00306115919006509,0.00303229606457792,0.0030631869973499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +36.8497,-44.476,17074,668.022273773478,0.00308461446072544,670.082864939246,0.00307986679817338,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00308461446072544,0.00310354562941594,0.00308873321516412,0.00310311472699227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +37.0997,-44.46,17138,670.526281359369,0.00314127861089175,672.632591225044,0.003136355103281,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00314127861089175,0.00319087825756343,0.00314542778698096,0.0031883869657065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +37.3497,-44.4656,17187.5,672.462974726582,0.00313999176418098,674.57450292894,0.00313507228543312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00313999176418098,0.00317393873917287,0.00314066363302819,0.00317273449700636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +37.5997,-44.4552,17248.5,674.849606956884,0.00314822758313016,676.97418710397,0.00314328229122381,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00314822758313016,0.0031951696022224,0.00315921719148945,0.003192801564644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +37.8497,-44.4552,17269.5,675.671234446005,0.00315307470574102,677.801676324734,0.0031481141902066,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00315307470574102,0.00318063925978067,0.0031605206383964,0.00318342868411752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +38.0997,-44.4472,17329,677.999178998513,0.00318314402388382,680.15734803334,0.00317808854631332,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00318314402388382,0.00322136939066656,0.00318452737220768,0.00321789020684842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +38.3497,-44.4496,17370,679.603308858224,0.00325503586012828,681.815441999219,0.00324974969889292,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00325503586012828,0.00328272809061507,0.00325830100509165,0.00328399286509914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +38.5998,-44.4472,17440.5,682.361629714557,0.00329818811983111,684.61218673511,0.00329276102716851,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00329818811983111,0.00334115060737579,0.00331014459007088,0.00334642411145285,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +38.8498,-44.4496,17478.5,683.84838421868,0.00323684842661541,686.061897785182,0.0032316211097312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00323684842661541,0.0032858901340479,0.00324319085216285,0.00328693889694836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +39.0998,-44.4368,17541,686.293704126777,0.00330127655193706,688.559349439953,0.00329583930179225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00330127655193706,0.00334408679056345,0.00330920708526109,0.00334515635227955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +39.3497,-44.4416,17575.5,687.643520716046,0.00331251501321167,689.921350202156,0.00330704072114045,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00331251501321167,0.00332985759511523,0.00331541431430296,0.00332911892433095,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +39.5996,-44.4416,17651,690.597467165027,0.00339929137641119,692.945009179732,0.00339352684533359,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00339929137641119,0.0034222344354057,0.00340612437822282,0.00342825181475834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +39.8498,-44.4368,17702.5,692.612410769298,0.00333168902920279,694.919979939748,0.00332615125000563,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00333168902920279,0.00337706238636401,0.00333960695928552,0.00337266121219163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +40.0998,-44.4312,17754.5,694.646916932835,0.00341035825812418,697.015911782477,0.0034045561741144,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00341035825812418,0.00339836853616203,0.00341010183118566,0.0033978511531557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +40.3498,-44.4288,17802.5,696.524922622253,0.00349254486805527,698.95756716623,0.00348646009666979,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00349254486805527,0.00356731199957839,0.00350666614851287,0.00356820784607156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +40.5998,-44.4264,17863,698.891992293291,0.0035805651830753,701.394420627626,0.00357417022006872,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0035805651830753,0.00365968883986885,0.00358426719340424,0.00365761568129616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +40.8498,-44.4208,17887.5,699.850557697265,0.00351163309426572,702.308176076715,0.0035054817075072,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00351163309426572,0.00353757373395914,0.00351685737257159,0.00353780167289724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +41.0998,-44.4208,17955.5,702.511065757274,0.00349580487972268,704.966907369007,0.00348970875695017,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00349580487972268,0.00351039521778567,0.00349764411130816,0.0035126292331806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +41.3498,-44.4232,17991.5,703.919570024337,0.00355958958168886,706.425234792143,0.00355326923680909,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00355958958168886,0.00360766569672228,0.00356453136137276,0.00360399561781984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +41.5998,-44.4232,18055.5,706.423577610228,0.00362423218146254,708.983820673947,0.00361768047716997,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00362423218146254,0.00366842210268348,0.00362726933136987,0.00366283916597106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +41.8499000000002,-44.4184,18113.5,708.692834484942,0.00359021653340647,711.237195216417,0.00358378709016183,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00359021653340647,0.00364056600577436,0.00359565792701585,0.00363669607009634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +42.0999000000002,-44.4264,18153,710.238276666859,0.00359931025016298,712.794644576124,0.00359284823424934,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00359931025016298,0.00363619937436705,0.0036067858121486,0.00363426213256262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +42.3499000000002,-44.4104,18200.5,712.096719797013,0.00376316873134074,714.776459906643,0.0037561057258656,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00376316873134074,0.00383759142634502,0.00376657696522888,0.00383768437057394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +42.5999000000002,-44.408,18264.5,714.600727382904,0.00372456333001609,717.262303047717,0.00371764431889129,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00372456333001609,0.00379211823030968,0.00373216146178148,0.00379773380113813,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +42.8499000000002,-44.4,18300.5,716.009231649967,0.00375326001166746,718.696600467104,0.0037462341058565,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00375326001166746,0.00383314950818923,0.00375775935562683,0.00382961223059499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +43.1000000000001,-44.408,18371,718.7675525063,0.0037120380220307,721.435644990205,0.00370516541123667,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0037120380220307,0.00376719831658822,0.00371900209375637,0.00377161029038474,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +43.3499000000002,-44.4024,18402.5,719.999993739981,0.00379645516626055,722.733441435923,0.00378926681809596,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00379645516626055,0.00386604981724131,0.00380211129772542,0.00387015894117887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +43.5999000000002,-44.4128,18460,722.24968805543,0.00381056758518923,725.001869305147,0.00380332576366536,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00381056758518923,0.00382343751764529,0.00381740935280495,0.00382130146244314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +43.8500000000001,-44.3976,18501,723.853817915141,0.00387173569884347,726.656388582707,0.00386425982038645,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00387173569884347,0.00393734636797907,0.00387395985433525,0.00393652454012227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +44.1000000000001,-44.3976,18563.5,726.299137823238,0.00392097903297754,729.146941514313,0.00391331202959381,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00392097903297754,0.00396136284071943,0.00393400821183421,0.0039651571568536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +44.3499000000002,-44.3976,18596.5,727.590266734713,0.00391673243883189,730.440043134611,0.00390908201227577,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00391673243883189,0.00398583103395041,0.00391986496121012,0.00399067576925489,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +44.5999000000002,-44.4024,18652.5,729.781273372368,0.0038773120345903,732.610863086233,0.00386981463387596,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0038773120345903,0.00390760810235981,0.00388263857304539,0.00391078537738762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +44.8500000000001,-44.392,18693.5,731.385403232079,0.00402731546618166,734.330922978255,0.00401922753906668,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00402731546618166,0.00407256136811073,0.00402925647420991,0.00407382516564943,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +45.1000000000001,-44.392,18753,733.713347784587,0.00398364846779442,736.636203838289,0.00397573475025387,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00398364846779442,0.00401797847551863,0.00399007535616463,0.00402261816228393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +45.3500000000001,-44.3816,18780.5,734.78928854415,0.00402002333482032,737.743158630273,0.00401196463124519,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00402002333482032,0.00407753029350535,0.00402503788203713,0.00407425823180281,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +45.6000000000001,-44.3896,18841.5,737.175920774452,0.00407462853024934,740.179638813052,0.00406634971253789,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00407462853024934,0.00412066960034021,0.00408278993118702,0.00411910121508189,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +45.8501000000001,-44.3896,18881,738.721362956369,0.00411572183521488,741.761734600028,0.00410727541956935,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00411572183521488,0.00415778596730291,0.00412391146753141,0.00416137242152401,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +46.1001000000001,-44.3792,18937,740.912369594024,0.00413824165265436,743.978444022845,0.00412970268011496,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00413824165265436,0.00418428690274072,0.0041427380842995,0.00418617411181083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +46.3501000000001,-44.3656,18966.5,742.066560590645,0.00413073504684115,745.131840939566,0.00412222698248651,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00413073504684115,0.00416252903245223,0.00413217042960227,0.00416341991624675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +46.6001000000001,-44.3736,19030.5,744.570568176536,0.00419868055317248,747.696782141603,0.00418989068927625,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00419868055317248,0.00426288626807345,0.00420596780592036,0.00426499211723792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +46.8501000000001,-44.376,19062,745.803009410217,0.00419529185683386,748.931870702398,0.00418651615580802,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00419529185683386,0.00426491901028042,0.00419780173421108,0.00425950007191515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +47.1001000000001,-44.3816,19113,747.798390455224,0.00426632579527129,750.988742018085,0.00425725082939387,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00426632579527129,0.0043262777102288,0.00426568802284856,0.00432054015318425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +47.3501000000001,-44.368,19142,748.933018892581,0.00421854088740946,752.09242345471,0.00420966778939826,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00421854088740946,0.00425535759323317,0.00422223991280657,0.00425453530725692,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +47.6001000000001,-44.36,19199.5,751.18271320803,0.00425495864932561,754.378964590818,0.00424593190931691,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00425495864932561,0.00428426770461981,0.00425813078273956,0.00428414791440654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +47.8501000000001,-44.3656,19237.5,752.669467712152,0.00432268968120508,755.923024253589,0.00431337369526057,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00432268968120508,0.00437611753767158,0.00432809642582646,0.0043807607216084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +48.1002000000001,-44.3656,19275.5,754.156222216275,0.0043261641673242,757.418825841392,0.00431683322091395,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0043261641673242,0.00440148917188339,0.00433152200946545,0.00440705441127187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +48.3502000000001,-44.3552,19321.5,755.955977668634,0.00439689784152895,759.279838875136,0.00438725972775481,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00439689784152895,0.00446518176103225,0.0044047407838442,0.00446553548846045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +48.6002000000001,-44.3576,19366,757.697045443199,0.004395224940805,761.027294394905,0.00438559414901724,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.004395224940805,0.00436783599534717,0.00440045575856095,0.0043660005985657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +48.8502000000001,-44.36,19417,759.692426488206,0.00439080676709788,763.028089135344,0.00438119529952568,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00439080676709788,0.0043450993973295,0.00438612052192847,0.00434627485405296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +49.1002000000001,-44.3472,19464.5,761.55086961836,0.00447179232009885,764.956366948484,0.00446182356457628,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00447179232009885,0.00450395443645979,0.00446986593937015,0.00450613112588568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +49.3502000000001,-44.3552,19502.5,763.037624122482,0.0044972289900825,766.469179046209,0.0044871466728126,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0044972289900825,0.00455289082292175,0.00450226072547234,0.00455129663355671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +49.6002000000001,-44.3448,19542,764.583066304399,0.00458842352698944,768.091297234168,0.0045779288023405,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00458842352698944,0.00464112689205007,0.00459460331692865,0.004647590515636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +49.8502000000001,-44.3448,19573,765.795944978815,0.00454008098555281,769.272720587427,0.00452980590593308,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00454008098555281,0.00459143763810411,0.00454523758776326,0.0045941942378337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +51.1503,-44.3448,19790,774.286095699727,0.00471800899076886,777.939184460666,0.00470691406995502,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00471800899076886,0.00475571332311937,0.00472190517609977,0.00475366988315621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +52.1503,-44.3288,19959.5,780.917803290485,0.00482970728526809,784.689407694233,0.00481808166623517,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00482970728526809,0.00490591038618325,0.00483843442863463,0.0049034382012599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +53.1494,-44.316,20106,786.649633155064,0.00498305651830751,790.569552737182,0.00497068218315777,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00498305651830751,0.00503705990190125,0.00498604643178525,0.00504558692265117,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +54.1494,-44.308,20262,792.753151645673,0.00510513537627387,796.800263804792,0.00509214835425285,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00510513537627387,0.0051980982567352,0.00511334517918976,0.00519756603499826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +55.1492000000001,-44.3104,20408,798.465418950987,0.00525681170858918,802.662801314232,0.00524304290617472,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00525681170858918,0.00532126737712257,0.00526522850747252,0.00532077688860514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +56.1495,-44.2944,20520,802.847432226296,0.00535692838269101,807.14822842296,0.00534263107886881,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00535692838269101,0.00546446277258499,0.00537050636780076,0.00546489372521973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +57.1495,-44.2792,20666.5,808.579262090875,0.00549123228441023,813.019358639373,0.00547621043562577,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00549123228441023,0.00556971364685236,0.00549961687235697,0.00557472715544314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +58.1496,-44.2736,20801,813.841590533099,0.00562656566349809,818.420723681919,0.0056107956692011,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00562656566349809,0.00570884355790112,0.00563533026421574,0.0057111865428307,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +59.1496,-44.2608,20941,819.319107127235,0.00576571668782802,824.043068975855,0.00574915855919802,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00576571668782802,0.00587161350794838,0.00577455415832387,0.00587377829719247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +60.1496,-44.2472,21045,823.388119454308,0.00587042311519843,828.221756103532,0.0058532593211532,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00587042311519843,0.00595314905646877,0.00588059310691317,0.00595375363489539,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +61.1497000000002,-44.2448,21163,828.004883440794,0.00601969733365352,832.989222229895,0.00600165134039094,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00601969733365352,0.00610342140628113,0.00602565399360069,0.00610274163775288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +62.1498000000001,-44.2264,21270,832.191271123456,0.00623477231392199,837.379794220544,0.0062154165319526,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00623477231392199,0.00634351084693815,0.00624449370793492,0.0063448756898781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +63.1498000000001,-44.2208,21378,836.416783924647,0.00635376273978225,841.731177721276,0.00633366268503003,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00635376273978225,0.00647089602523615,0.00637080293685016,0.00647504102040988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +64.1498000000001,-44.2208,21480,840.407546014661,0.00647687107511741,845.850757340754,0.00645598627591798,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00647687107511741,0.00657991123692352,0.00648464661218708,0.00658484185353633,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +65.1499000000001,-44.208,21595.5,844.926497204823,0.00668199444082203,850.572291362049,0.00665976886846746,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00668199444082203,0.00678356189135363,0.00669273640146408,0.00678733492529588,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +66.1499000000001,-44.1896,21668,847.763068298215,0.00684332212346866,853.56458405896,0.00682001287599466,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00684332212346866,0.00697486551904566,0.00685371262928128,0.00697312950452445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +67.1500000000001,-44.1976,21754.5,851.147391051021,0.00699448371709958,857.100727618579,0.00697013578408231,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00699448371709958,0.00712641774358071,0.00701020557005117,0.00713404220842037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +68.1498000000001,-44.176,21848.5,854.825152192799,0.00718798256751655,860.969620485036,0.00716227215131926,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00718798256751655,0.0073238195978935,0.00720319791134266,0.00733212986957014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +69.1498000000001,-44.176,21922.5,857.720410963985,0.00735025393775086,864.024873792162,0.00732337246467616,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00735025393775086,0.00749637682523305,0.00735990007103785,0.00749411215207071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +70.1501000000001,-44.1632,22001.5,860.811295327819,0.00751106688171294,867.27690653956,0.00748299927634988,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00751106688171294,0.00767096679477955,0.00752672391861901,0.00767116390037574,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +71.1499000000001,-44.1552,22065.5,863.31530291371,0.00769851755258909,869.96155092661,0.00766903518334897,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00769851755258909,0.00785737678382531,0.007713581595962,0.00786207015127224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +72.1500000000001,-44.1424,22148,866.543125192398,0.0078591160220993,873.353388151438,0.00782839402992818,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0078591160220993,0.00805041200673052,0.00787820372089561,0.00805996206097098,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +73.1502,-44.1344,22209,868.9297574227,0.00803721560687681,875.913533230338,0.00800508921255893,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00803721560687681,0.00823260593786578,0.00805706940255062,0.0082376108593683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +74.1501000000001,-44.1344,22272.5,871.414202449326,0.00823427473319372,878.589666398701,0.00820055805481406,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00823427473319372,0.00843196524763692,0.00825090085857766,0.00844198331548012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +75.1493,-44.108,22330,873.663896764775,0.00841713565080114,881.017644297052,0.00838190909760402,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00841713565080114,0.00862146199336716,0.00842952570702156,0.00862408761904637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +76.1494,-44.1024,22381.5,875.678840369047,0.00859424865310041,883.204642063437,0.00855752833717069,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00859424865310041,0.00880260191002478,0.00861468293533883,0.00880960896965082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +77.1494,-44.1024,22445,878.163285395673,0.00876651453278882,885.861716599256,0.0087283117520669,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00876651453278882,0.00896168280940024,0.00878795168537791,0.00896716453410758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +78.1494,-44.0896,22495,880.119541322151,0.00905369582375347,888.087875937823,0.00901295682741074,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00905369582375347,0.00931846671008202,0.00907704807521527,0.00931867966020127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +79.1495,-44.084,22558.5,882.603986348777,0.00910328231701031,890.638579610629,0.00906209720033899,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00910328231701031,0.00930453866162733,0.00912618677142438,0.00930477669994428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +80.1495,-44.0736,22614.5,884.794992986431,0.00933963316289759,893.058653645293,0.00929628846247968,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00933963316289759,0.00959092945255244,0.00936428781706736,0.00959513830861759,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +81.1496,-44.0552,22653,886.301310049819,0.00952669777976041,894.744834772469,0.00948160495870426,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00952669777976041,0.00975083850616025,0.00955043685451396,0.00976207305509312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +82.1496,-44.0576,22716.5,888.785755076445,0.00968343570913815,897.392254794926,0.00963685173277017,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00968343570913815,0.00990909125130337,0.00970520308045942,0.00992162530362037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +83.1497000000002,-44.0448,22764.5,890.663760765863,0.00988791565148746,899.470568906152,0.00983935009254366,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00988791565148746,0.0101341233422798,0.00990954775565295,0.0101447005222927,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +84.1497000000002,-44.0312,22777.5,891.172387306747,0.0100979290346933,900.171382831449,0.0100472855931957,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0100979290346933,0.01034861528848,0.0101202296089135,0.0103533350049075,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +85.1498000000001,-44.024,22840,893.617707214844,0.0102771867815106,902.801583303156,0.0102247355586842,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0102771867815106,0.01053246552808,0.010296955996966,0.010539887109951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +86.1498000000001,-44.0184,22876,895.026211481908,0.0105188136989122,904.440825456129,0.0104638758959531,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0105188136989122,0.0107890427666374,0.0105434319621408,0.0107902638713985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +87.1498000000001,-44.0024,22922,896.825966934267,0.0106595518341854,906.385729815046,0.0106031393453355,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0106595518341854,0.0109181595401485,0.0106802939193148,0.0109277717525994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +88.1499000000001,-44.0024,22968.5,898.645284945891,0.010845758553241,908.391774731423,0.0107873651483799,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.010845758553241,0.0111298658766576,0.0108709996022992,0.0111290338121694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +89.1499000000001,-43.9976,23011,900.308102483397,0.0110565869393637,910.262437290718,0.0109959097275547,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0110565869393637,0.0113481974470263,0.0110803183296764,0.0113572230604804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +90.1500000000001,-43.9792,23062,902.303483528403,0.0112619676744106,912.465196192408,0.0111990238564187,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0112619676744106,0.0115100639560927,0.0112865942604102,0.0115139544771889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +91.1500000000001,-43.9688,23103,903.907613388115,0.0114107271541813,914.221856537074,0.0113461158505107,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0114107271541813,0.0117174036611945,0.0114376874385735,0.0117235073844347,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +92.1501000000001,-43.9632,23135.5,905.179179740325,0.0116403006073916,915.715737496055,0.0115730735011536,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0116403006073916,0.011949738566766,0.0116671595063706,0.0119558381166846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +93.1501000000001,-43.9608,23170.5,906.548558888859,0.0118210167804811,917.264884615805,0.0117516943346898,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0118210167804811,0.0121230486615897,0.0118501515088006,0.0121288317632662,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +94.1501000000001,-43.9424,23221.5,908.543939933866,0.0120321883257267,919.475711721348,0.0119603770054281,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0120321883257267,0.0123329481161372,0.0120594246563128,0.012337203146752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +95.1502,-43.9424,23252.5,909.756818608282,0.0121732267252324,920.831494626027,0.0120997288702984,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0121732267252324,0.0124978260951399,0.0122013921805211,0.0125046843135938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +96.1502,-43.932,23292.5,911.321823349464,0.0124034436017981,922.625352188467,0.0123271511071859,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0124034436017981,0.0127138237763079,0.0124333162194947,0.0127216105576067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +97.1503,-43.924,23318.5,912.339076431232,0.0125996019354174,923.834185624392,0.0125208874422152,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0125996019354174,0.0129237985176039,0.0126277308361183,0.0129318879292362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +98.1493,-43.908,23354.5,913.747580698296,0.0128721131738785,925.509442969402,0.0127899716640018,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0128721131738785,0.013225171371461,0.0129067622580927,0.0132312396585215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +99.1494,-43.892,23395.5,915.351710558007,0.0129933341340379,927.24518118345,0.0129096449231168,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0129933341340379,0.0133186775129775,0.0130178944376986,0.0133227536010865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +100.1494,-43.8944,23430.5,916.721089706541,0.0133036786657972,928.916852510156,0.0132159618472653,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0133036786657972,0.0136499392059506,0.0133311885150239,0.0136586719249638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +101.1494,-43.8872,23461.5,917.933968380957,0.013335292199993,930.174886069616,0.0132471598402505,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.013335292199993,0.0136561880060681,0.0133636060524892,0.0136655869057144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +102.1495,-43.8792,23502.5,919.538098240669,0.0136184413712637,932.060773920203,0.0135265437930491,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0136184413712637,0.013965917688998,0.0136561252719358,0.0139767425433096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +103.1495,-43.8576,23528.5,920.555351322437,0.013849687725198,933.304755472013,0.0137546572234092,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.013849687725198,0.0142221184938133,0.0138868627964229,0.0142249247257624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +104.1496,-43.8504,23547,921.279166015233,0.0140123451494458,934.188447668432,0.0139150797984758,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0140123451494458,0.014340318688806,0.0140428442571297,0.0143521614987001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +105.1496,-43.8448,23588,922.883295874945,0.0142563312858172,936.040225879085,0.0141556654175143,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0142563312858172,0.0146051774696877,0.0142881087262825,0.014614218014003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +106.1497,-43.8448,23624,924.291800142009,0.0144698620500325,937.66617498404,0.0143661726468341,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0144698620500325,0.0148478266597904,0.014498286635019,0.0148541337809604,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +107.1497,-43.832,23639,924.878676919952,0.0146210236436636,938.401349922719,0.0145151670511524,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0146210236436636,0.0149575947389619,0.0146510477605365,0.0149625271033173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +108.1498,-43.8264,23669,926.052430475838,0.0148582752822483,939.811972413643,0.0147489724807431,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0148582752822483,0.0152092030521246,0.014889514174392,0.0152190748359878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +109.1498,-43.8136,23708,927.578310098491,0.0149857160015099,941.478735222787,0.01487453948981,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0149857160015099,0.0153371905244098,0.0150190053178451,0.0153510666884976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +110.1498,-43.8056,23729.5,928.419500146876,0.0152844789128718,942.60990841917,0.0151688480151156,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0152844789128718,0.0156790676489077,0.0153207602366692,0.0156839180004402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +111.1499,-43.7872,23726,928.282562232022,0.0154386002539376,942.613945633023,0.0153206376342346,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0154386002539376,0.0158017850488046,0.0154719396600947,0.0158107809414898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +112.1499,-43.7872,23775.5,930.219255599235,0.015620731958409,944.749961253501,0.0154999841477225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.015620731958409,0.0159616941024124,0.0156540595848409,0.0159750803070982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +113.15,-43.7816,23807,931.451696832916,0.0158361929926907,946.202345667331,0.0157121087883617,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0158361929926907,0.0161819831282397,0.0158749348218335,0.0161880218728105,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +114.15,-43.7656,23824.5,932.136386407183,0.0160777770152018,947.123067375594,0.0159498984066383,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0160777770152018,0.0164539941502195,0.0161147851890156,0.016456469667755,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +115.1501,-43.7608,23846,932.977576455568,0.0161689715521086,948.062864348033,0.0160396459110023,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0161689715521086,0.0165459945567681,0.0162030994094998,0.0165519081128329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +116.1501,-43.7552,23872.5,934.014392096601,0.0164058371366803,949.337680096653,0.0162727153996444,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0164058371366803,0.0167880414528836,0.0164385919084354,0.0167949139042663,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +117.1502,-43.7288,23903.5,935.227270771017,0.0165855667272914,950.738545075572,0.016449528337208,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0165855667272914,0.0169522418511505,0.016621099940968,0.0169702453885953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +118.1502,-43.7368,23927,936.146711056461,0.0168055317250608,951.879154308432,0.0166658812058666,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0168055317250608,0.017172229729984,0.016838561952363,0.0171859770957825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +119.1503,-43.7184,23943,936.772712952934,0.0170123279914895,952.709397599167,0.0168692389118218,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0170123279914895,0.0174431867374863,0.017050431839131,0.0174499182649274,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +120.1501,-43.7184,23958,937.359589730877,0.0172161645104834,953.497326633163,0.0170696456217144,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0172161645104834,0.017613108928632,0.0172511441214869,0.0176206215428277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +121.1501,-43.708,23992.5,938.709406320147,0.0174326979170241,955.073643832395,0.0172824915936723,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0174326979170241,0.0178434110919966,0.0174663055195179,0.0178499766066399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +122.1494,-43.6952,24004,939.159345183236,0.0176172317353556,955.704733003754,0.017463847162544,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0176172317353556,0.0180257555966287,0.0176527509325646,0.0180343666236489,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +123.1494,-43.684,24014,939.550596368532,0.0178071703098727,956.281333852809,0.0176504800582465,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0178071703098727,0.018212466732668,0.0178436927738247,0.0182232014585823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +124.1495,-43.6792,24041.5,940.626537128094,0.018003328643492,957.560945806801,0.0178431879103055,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.018003328643492,0.0184054266688248,0.0180356429709017,0.018417180175961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +125.1495,-43.6712,24071.5,941.800290683981,0.0182223928485637,958.962145565716,0.0180583548278084,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0182223928485637,0.0186262427018908,0.018255155764955,0.0186350198413563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +126.1496,-43.6608,24079.5,942.113291632217,0.0183737689166465,959.423463545969,0.0182070107775775,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0183737689166465,0.0187820862710849,0.0184098010023538,0.0187898728377876,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +127.1496,-43.6584,24106,943.15010727325,0.018584811777221,960.678374494589,0.0184142244767953,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.018584811777221,0.0189845323375406,0.0186157445236634,0.0189960300355207,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +128.1496,-43.6472,24134,944.245610592077,0.0188268247486359,962.022757222363,0.0186517935258912,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0188268247486359,0.0192141569201695,0.0188593632035206,0.0192284562368462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +129.1497,-43.6264,24153.5,945.008550403404,0.0190345218077622,962.996336264579,0.0188556317901543,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0190345218077622,0.0194532676330975,0.0190681124156477,0.0194574392720223,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +130.1497,-43.624,24160,945.262863673846,0.0191976939706941,963.409730852518,0.0190157432455787,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0191976939706941,0.0196078313275688,0.0192275289249118,0.0196161195913463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +131.1498,-43.6184,24183,946.162741400025,0.0193904207130846,964.509235018817,0.0192048218942537,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0193904207130846,0.0197890465309748,0.0194246685135402,0.0197999852364037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +132.1498,-43.6024,24198,946.749618177968,0.0196861380872311,965.387461895453,0.0194948721868172,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0196861380872311,0.0201296437807499,0.0197193274281461,0.0201486091123078,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +133.1499,-43.6056,24224,947.766871259737,0.019867283209224,966.596424107374,0.0196725043297929,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.019867283209224,0.0202857132101892,0.0199027601282543,0.0202979092719798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +134.1499,-43.5792,24232.5,948.099434767238,0.0200428519954702,967.102051415267,0.0198446381739754,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0200428519954702,0.0204801035945657,0.0200773400502081,0.020487536619314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +135.15,-43.5792,24241,948.431998274739,0.0202508064239387,967.63851107807,0.0200484857214403,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0202508064239387,0.0206735905379614,0.0202806447746039,0.0206841404810611,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +136.15,-43.5712,24255.5,948.999312493417,0.0204552005765072,968.411283777437,0.0202488028200826,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0204552005765072,0.0208847698672318,0.0204867267207099,0.0208909549043865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +137.1501,-43.5656,24285,950.153503490039,0.0206198311657114,969.745508313513,0.0204101203483466,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0206198311657114,0.02101260676602,0.0206496026763464,0.0210285699462777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +138.1501,-43.5528,24288.5,950.290441404892,0.0208484609313338,970.102534545942,0.0206341059644479,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0208484609313338,0.0212715931805262,0.0208748314271303,0.0212842122596882,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +139.1501,-43.5472,24303,950.857755623571,0.021019868913215,970.844661001892,0.0208019992411872,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.021019868913215,0.0214753191217047,0.0210557860689206,0.0214862402046922,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +140.1502,-43.5368,24324.5,951.698945671956,0.0212489705226314,971.921568514959,0.0210263591353925,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0212489705226314,0.0216696342193327,0.0212818072224155,0.0216811089307116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +141.1502,-43.516,24346,952.540135720341,0.0214561957379635,972.978023320623,0.0212292520633254,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0214561957379635,0.0218903749656503,0.0214851034477987,0.0218956639447415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +142.1503,-43.516,24352.5,952.794448990783,0.0217223156377612,973.491350749668,0.0214897480501625,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0217223156377612,0.02215297514408,0.0217530794316421,0.0221662317591327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +143.1493,-43.5104,24379,953.831264631816,0.0219237500428949,974.742822860702,0.0216868804295589,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0219237500428949,0.0223838796014318,0.0219521961856154,0.0223911509022164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +144.1494,-43.492,24378.5,953.811702072551,0.0220839195635015,974.875602979848,0.0218436014862517,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0220839195635015,0.0225330979367666,0.0221146664157417,0.0225438977955562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +145.1494,-43.4896,24406.5,954.907205391379,0.0222911018839436,976.19313919647,0.0220462867264624,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0222911018839436,0.0227191314920704,0.0223170621889936,0.022733015319905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +146.1495,-43.4792,24425,955.631020084175,0.0224925791839674,977.125626474074,0.0222433513866916,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0224925791839674,0.0228841600445698,0.0225168843581242,0.0229032548687014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +147.1495,-43.4664,24430,955.826645676823,0.0227076112693455,977.531185587735,0.0224536311306248,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0227076112693455,0.0231329827480415,0.0227319318312647,0.0231446040169042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +148.1495,-43.4584,24438,956.13964662506,0.022921270718232,978.055582309788,0.0226625247882622,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.022921270718232,0.0233455925255315,0.0229465512420945,0.0233608301713869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +149.1496,-43.4448,24462.5,957.098212029033,0.0231666723859854,979.270992748322,0.0229023988071254,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0231666723859854,0.0235925330602934,0.0231850768410192,0.0236098924690984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +150.1497,-43.44,24474,957.548150892123,0.0233943155691293,979.94933450673,0.0231248629168419,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0233943155691293,0.0238300627515047,0.0234156319120207,0.0238389074628083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +151.1497,-43.4264,24495.5,958.389340940508,0.0235995247246148,981.006873887841,0.0233253609858965,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0235995247246148,0.0240431242494851,0.0236222174834648,0.0240545976254848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +152.1498,-43.432,24495.5,958.389340940508,0.0238372053121032,981.234664429438,0.0235575347913863,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0238372053121032,0.024274932147818,0.0238546133879037,0.0242868104296328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +153.1498,-43.4184,24505.5,958.780592125804,0.0240396262997152,981.829319263928,0.0237552234269004,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0240396262997152,0.0244856597565978,0.024061782625683,0.0245009746502911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +154.1498,-43.4104,24525.5,959.563094496395,0.024289617720737,982.87051524064,0.0239993164339137,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.024289617720737,0.0247525512796864,0.0243104447846222,0.0247604306241034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +155.1499,-43.3976,24538,960.052158478014,0.0244350742939501,983.511104296491,0.0241413136227253,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0244350742939501,0.0248965748293815,0.024452639831125,0.0249115763953073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +156.1499,-43.3976,24559.5,960.893348526399,0.0247096873820389,984.636722775967,0.0244093406502626,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0247096873820389,0.0251767921069373,0.0247320946126874,0.0251864698706535,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +157.15,-43.3712,24574.5,961.480225304343,0.0248732455989842,985.395359086905,0.0245689421132339,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0248732455989842,0.0253294736326985,0.0248911181659855,0.0253457540602902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +158.15,-43.3768,24576,961.538912982137,0.0251355478535397,985.70772034244,0.0248248456555259,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0251355478535397,0.0255798020711384,0.0251506422744138,0.0255984569049515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +159.1501,-43.3632,24592.5,962.184477437875,0.0254853556844308,986.706091079417,0.0251660182571321,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0254853556844308,0.0259822097413522,0.0255057804114877,0.0259925863787004,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +160.1501,-43.3504,24602.5,962.57572862317,0.0255910486942794,987.209050966297,0.025269079273988,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0255910486942794,0.0260614866874208,0.0256109160077478,0.0260722459914506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +161.1502,-43.348,24610.5,962.888729571406,0.0257665745856353,987.699073839575,0.0254402107137645,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0257665745856353,0.0262012941792049,0.0257827107363031,0.0262131080506137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +162.1502,-43.3264,24627.5,963.553856586409,0.0259955046154901,988.601925312574,0.0256633652725952,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0259955046154901,0.0264870073893944,0.026011101121619,0.0265006489820324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +163.1502,-43.324,24627,963.534294027144,0.0262923372567858,988.867862644185,0.0259526352641718,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0262923372567858,0.0267827337371212,0.0263048428285675,0.0267944395570381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +164.1503,-43.3112,24640.5,964.062483127293,0.0263963144710202,989.510179601634,0.0260539435792305,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0263963144710202,0.0269092907611867,0.0264136253603952,0.0269218748538696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +165.1503,-43.3136,24655,964.629797345971,0.0267078600597096,990.392994982913,0.0263574309472321,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0267078600597096,0.0272088567330821,0.0267223810167123,0.0272232514987057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +166.1493,-43.2976,24670,965.216674123914,0.0269405648399162,991.220156517718,0.0265840566718507,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0269405648399162,0.0274344911180458,0.0269584349136649,0.0274533077659803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +167.1494,-43.292,24680,965.60792530921,0.0271109004495384,991.786425645553,0.0267499099748387,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0271109004495384,0.027608855227347,0.0271213629147412,0.0276240848971055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +168.1494,-43.2896,24688,965.920926257446,0.0273093322123468,992.299581723468,0.0269430854121428,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0273093322123468,0.0278324568701039,0.0273235394689715,0.0278389504773999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +169.1495,-43.2712,24699.5,966.370865120536,0.0275709481486565,993.014626135147,0.0271977142975563,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0275709481486565,0.0280923467255909,0.0275852617222232,0.0281083689743613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +170.1495,-43.2664,24701,966.42955279833,0.0277547956487423,993.252607545153,0.0273766129476909,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0277547956487423,0.0282691952975897,0.0277680182510947,0.0282831773815244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +171.1495,-43.2552,24720.5,967.192492609656,0.0280041865412992,994.277931594041,0.0276192395356722,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0280041865412992,0.0285336776447293,0.0280193480111423,0.0285441544029229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +172.1496,-43.24,24721,967.212055168921,0.0282281836587624,994.514694699198,0.027837110941254,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0282281836587624,0.0287411679233279,0.0282363173346061,0.0287584109642364,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +173.1496,-43.2368,24744,968.111932895101,0.0284741429600906,995.678090473726,0.0280762892601749,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0284741429600906,0.0290071560054357,0.0284861356477525,0.0290189375317627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +174.1497,-43.2296,24750.5,968.366246165543,0.028678880271782,996.137905798559,0.0282753384413056,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.028678880271782,0.0292290260529792,0.0286898274353889,0.0292441630932856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +175.1497,-43.2216,24765.5,968.953122943486,0.0288945557805153,996.950593003081,0.0284849790847396,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0288945557805153,0.0294347094496163,0.0289041728075246,0.0294539451764222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +176.1498,-43.2112,24765.5,968.953122943486,0.0291526972307059,997.200719967404,0.02873583965285,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0291526972307059,0.0296933947171288,0.0291585707885477,0.0297116386834981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +177.1498,-43.2,24778,969.442186925105,0.0293869891218557,997.931173926541,0.028963468873423,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0293869891218557,0.0299399588181486,0.0293904975259544,0.0299600155438762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +178.1498,-43.1928,24791.5,969.970376025254,0.0296102999210732,998.691489773918,0.0291803810580883,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0296102999210732,0.0301787683840828,0.029615580910376,0.0301961474691005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +179.1499,-43.1848,24803,970.420314888344,0.029836227308603,999.373995988239,0.029399786986282,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.029836227308603,0.0304119314438869,0.0298427795492398,0.0304237266301898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +180.1499,-43.1712,24803,970.420314888344,0.0298345544078789,999.372372571391,0.0293981625512131,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0298345544078789,0.0303852799349521,0.0298311662048992,0.0304013144631787,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +181.15,-43.1608,24809.5,970.674628158786,0.0302128444459696,1000.001469707,0.0297654259865624,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0302128444459696,0.03079739959571,0.0302175014619858,0.0308149076447107,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +182.15,-43.156,24824.5,971.261504936729,0.0305114357777701,1000.89608796803,0.0300552185966225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0305114357777701,0.0311143568064866,0.0305196532623016,0.0311259769362356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +183.1501,-43.1424,24831,971.515818207171,0.0307357331594659,1001.37606915579,0.0302728512861528,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0307357331594659,0.0313261384297443,0.0307387802759144,0.0313448339291379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +184.1501,-43.14,24847.5,972.161382662909,0.0309916869702479,1002.29030391896,0.0305211419278719,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0309916869702479,0.0316106470519591,0.0309995779543027,0.0316242866206694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +185.1502,-43.1296,24852.5,972.357008255557,0.0312421073401735,1002.73549028045,0.0307640051491489,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0312421073401735,0.0318624059386186,0.0312490636344931,0.0318832067798327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +186.15,-43.1216,24862,972.728696881587,0.0314384372533543,1003.30976698304,0.0309543690077584,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0314384372533543,0.0320712513786886,0.031442547379475,0.0320847060828688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +187.1503,-43.1112,24867,972.924322474235,0.0317835266463059,1003.84728860243,0.0312888840548135,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0317835266463059,0.0324711745862052,0.0317846136660774,0.0324789462450368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +188.1493,-43.1032,24872,973.119948066883,0.0319685752033217,1004.22920630851,0.0314682162113704,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0319685752033217,0.0326502064739074,0.0319731634071326,0.0326589662822781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +189.1493,-43.0872,24872,973.119948066883,0.0321797896434575,1004.43474329353,0.0316728666565322,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0321797896434575,0.0328714742274639,0.0321875571285133,0.0328949194179327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +190.1494,-43.0872,24882,973.511199252178,0.0324578772176658,1005.10930622753,0.0319422481372186,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0324578772176658,0.0331518420785166,0.0324630716767625,0.0331724899531405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +191.1494,-43.0688,24880.5,973.452511574384,0.0326648879585464,1005.25022879793,0.0321427308833922,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0326648879585464,0.0333630966945353,0.0326678807946861,0.0333803714600312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +192.1495,-43.0688,24892,973.902450437474,0.0329252599430355,1005.96844177729,0.0323948350930608,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0329252599430355,0.0336448949938076,0.0329289739502722,0.0336557361659109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +193.1495,-43.056,24890,973.824200200415,0.0331366888576233,1006.09350972448,0.032599503607912,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0331366888576233,0.0338660874606156,0.0331435847056582,0.0338815329289057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +194.1496,-43.0584,24913.5,974.743640485859,0.0333857794859475,1007.28621672245,0.0328405758762725,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0333857794859475,0.0341287629257935,0.0333930152997919,0.0341418988290679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +195.1496,-43.04,24902,974.293701622769,0.0336048436910195,1007.03468917495,0.0330525402687915,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0336048436910195,0.0343577852144354,0.0336147893690209,0.0343718152111731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +196.1497,-43.032,24919.5,974.978391197036,0.0338342026697779,1007.96600768345,0.0332744176490249,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0338342026697779,0.0345943361779176,0.0338463885774514,0.0346085760528752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +197.1497,-43.0192,24918.5,974.939266078507,0.0340663927113001,1008.1519299864,0.0334989836102868,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0340663927113001,0.0348278003847152,0.0340764592830094,0.034844112361284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +198.1497,-43.0112,24928,975.310954704537,0.0342846419134552,1008.74914154085,0.0337100205177668,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0342846419134552,0.0350693955603403,0.0342950404619574,0.0350843667643622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +199.1498,-42.9976,24949.5,976.152144752923,0.034549131807419,1009.87735386609,0.0339657103646403,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.034549131807419,0.0353831154409355,0.034564077749367,0.0354013228265497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +200.1498,-42.9952,24944.5,975.956519160275,0.0347957345321025,1009.91564311585,0.0342040492996939,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0347957345321025,0.0356115354355902,0.0348138772328813,0.0356300839585606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +201.1499,-42.9896,24959,976.523833378953,0.0350098229298924,1010.71175987237,0.0344109174258146,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0350098229298924,0.0358508720087632,0.035026585027902,0.0358677910065522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +202.1499,-42.9712,24962.5,976.660771293807,0.0351900243642976,1011.02948763129,0.0345850082848163,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0351900243642976,0.0359991869031171,0.0352036669086837,0.0360020742165799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +203.15,-42.9664,24969,976.915084564249,0.0355243042448782,1011.61931324972,0.0349078726016042,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0355243042448782,0.0363982066696529,0.0355416024145975,0.0364068096026756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +204.15,-42.9504,24979,977.306335749544,0.0356981143406197,1012.19432906894,0.035075705949283,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0356981143406197,0.0365450911157873,0.0357187238110895,0.0365642645783934,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +205.1501,-42.948,24998.5,978.06927556087,0.0360009093716755,1013.28065890956,0.0353680216087937,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0360009093716755,0.0368810205871614,0.0360223661282554,0.0368939495887112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +206.1501,-42.94,24992,977.814962290428,0.0362146975052331,1013.22623536587,0.0355743593408391,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0362146975052331,0.0370867039837982,0.0362372131333321,0.0371027336738875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +207.1501,-42.932,24990,977.736712053369,0.0364411396314471,1013.3665521001,0.0357928636608112,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0364411396314471,0.037350659323699,0.0364659219409204,0.0373669810141276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +208.1502,-42.9216,25000.5,978.147525797929,0.036672343090491,1014.01848745711,0.036015913158033,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.036672343090491,0.0375723035109975,0.0366975055853623,0.037586860555828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +209.1502,-42.9136,25011.5,978.577902101754,0.0369380769362752,1014.72468793773,0.0362722138060936,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0369380769362752,0.037856586272967,0.0369636414038768,0.0378661210103219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +210.1503,-42.9032,25016.5,978.773527694402,0.0371953604886586,1015.17936189375,0.0365203015607776,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0371953604886586,0.0381241553767913,0.0372219753733755,0.0381334463243299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +211.1493,-42.9032,25025,979.106091201903,0.0373991970076523,1015.72387279816,0.0367168088917288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0373991970076523,0.0383406047784498,0.0374302824270176,0.0383619028871031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +212.1494,-42.8792,25023.5,979.047403524109,0.0376413815586287,1015.90010040414,0.0369502352204258,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0376413815586287,0.0385657121561748,0.0376721043144316,0.0385925405142488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +213.1494,-42.8792,25041.5,979.751655657641,0.0379060430321539,1016.89016407782,0.0372052633366942,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0379060430321539,0.0388594057616949,0.0379368587052658,0.0388735827434387,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +214.1495,-42.8608,25028.5,979.243029116757,0.0381222761744621,1016.57400231466,0.0374135775885662,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0381222761744621,0.0391103364941218,0.038160662392942,0.0391288925001305,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +215.1495,-42.864,25053,980.201594520731,0.0383823049998284,1017.82399108294,0.0376640261828846,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0383823049998284,0.0393667631591826,0.0384154997513785,0.0393790548359875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +216.1495,-42.8504,25044.5,979.86903101323,0.0386025273669399,1017.69445209894,0.0378760858614195,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0386025273669399,0.0395854711632932,0.0386374753224536,0.0396039205898243,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +217.1496,-42.8344,25054.5,980.260282198525,0.0388387924230464,1018.33240781939,0.0381035436046294,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0388387924230464,0.0398477701947292,0.0388782820574451,0.0398638104480797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +218.1496,-42.8264,25051.5,980.142906842936,0.0390950036031708,1018.46159731758,0.0383501454760775,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0390950036031708,0.040067456926569,0.0391353264540838,0.0400851480553858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +219.1497,-42.8112,25069.5,980.847158976468,0.0392645242098761,1019.35965599629,0.038513274717975,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0392645242098761,0.0402781845353489,0.0393058885088795,0.0402960094236522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +220.1497,-42.8136,25064.5,980.65153338382,0.0396001338320578,1019.48546534843,0.0388361525193739,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0396001338320578,0.0406621469522042,0.0396469913554116,0.0406794969272499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +221.1498,-42.808,25079.5,981.238410161764,0.0397305771936446,1020.22357856207,0.0389616192006155,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0397305771936446,0.0407600950118764,0.0397726458317761,0.0407749064723239,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +222.1498,-42.7928,25079.5,981.238410161764,0.0399905631241205,1020.47868674315,0.0392116391929981,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0399905631241205,0.0410364726652637,0.0400351520513121,0.0410498828779689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +223.1498,-42.7824,25077.5,981.160159924705,0.0402370800590232,1020.63917983032,0.0394486487691996,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0402370800590232,0.041277314973405,0.0402814257629869,0.0412987741075646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +224.1499,-42.7824,25084.5,981.434035754411,0.0404311794379052,1021.11457136047,0.039635222845638,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0404311794379052,0.0414904517581338,0.0404747119035225,0.0415064207539287,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +225.1499,-42.7768,25094,981.805724380442,0.0406858892968669,1021.75136339361,0.0398800047121269,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0406858892968669,0.0417398014688443,0.0407323827492461,0.0417581671233045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +226.15,-42.764,25102,982.118725328679,0.0409336501835901,1022.32042967004,0.0401180509863803,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0409336501835901,0.0419929908037236,0.0409825776225058,0.0420186573308424,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +227.15,-42.7528,25112,982.509976513974,0.0411802529082734,1022.96998583172,0.0403549282537288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0411802529082734,0.0422392537577497,0.0412283319887071,0.0422672588795504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +228.1501,-42.74,25123.5,982.959915377064,0.0414596273291925,1023.71306714813,0.0406232170013379,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0414596273291925,0.042545143816511,0.0415105069738242,0.042564514671191,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +229.1501,-42.748,25119,982.783852343681,0.0416685254452489,1023.73500630224,0.040823778946102,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0416685254452489,0.0427762741341083,0.0417209770341681,0.042792711826358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +230.1502,-42.7216,25140,983.605479832801,0.0419165865962046,1024.83486410471,0.0410618888756595,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0419165865962046,0.043025473271322,0.041965049049213,0.0430407399219066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +231.1502,-42.7136,25132,983.292478884565,0.0421275865618888,1024.71621790443,0.0412643797528903,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0421275865618888,0.0432417720994839,0.0421816364380425,0.0432521375730398,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +232.1503,-42.7032,25140,983.605479832801,0.0423822535259598,1025.2928966486,0.0415087220538383,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0423822535259598,0.0434993280657704,0.0424339317683571,0.0435196176173238,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +233.1491,-42.7088,25143.5,983.742417747655,0.0426078806492569,1025.65759727266,0.0417251519740376,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0426078806492569,0.0437096792408085,0.0426596712960727,0.0437291759156709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +234.1493,-42.6872,25146.5,983.859793103243,0.0428684242133078,1026.03631208041,0.0419750167793091,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0428684242133078,0.0439775494916261,0.0429247526335595,0.0439958218611802,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +235.1494,-42.6712,25153,984.114106373685,0.0431346727977762,1026.56354634779,0.0422302882947692,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0431346727977762,0.0442684574874553,0.0431860560130719,0.0442818607111414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +236.1494,-42.6848,25168,984.700983151629,0.0433605143955252,1027.39812430686,0.0424467676808872,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0433605143955252,0.0445230772705542,0.0434127668568949,0.0445307308639912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +237.1495,-42.6584,25158,984.309731966333,0.0436217013829312,1027.24699716248,0.0426970687968191,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0436217013829312,0.0447962928805084,0.0436837235243887,0.0448129335945696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +238.1493,-42.6504,25173,984.896608744276,0.0438707062214748,1028.10471852502,0.0429356371756237,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0438707062214748,0.0450298323740546,0.043931280740744,0.0450541023055889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +239.1496,-42.6216,25169.5,984.759670829423,0.0440925156995298,1028.18020207573,0.0431481021046615,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0440925156995298,0.0452747401666095,0.0441523345469164,0.0452929832856167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +240.1496,-42.6272,25174.5,984.955296422071,0.0443271507498026,1028.61555832839,0.0433728031597507,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0443271507498026,0.0455194973856676,0.044392302081654,0.045541666809104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +241.1497,-42.6272,25183,985.287859929572,0.0444738512748359,1029.10740567498,0.0435132670192876,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0444738512748359,0.0456556911135286,0.0445353103348143,0.0456714526760896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +242.1497,-42.624,25181.5,985.229172251777,0.0448435194399642,1029.41031579047,0.0438671320415836,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0448435194399642,0.0460315978483047,0.044909565680407,0.0460504275678894,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +243.1497,-42.6112,25188,985.483485522219,0.0450951837617101,1029.92404439597,0.0441079662082287,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0450951837617101,0.0462995433858708,0.0451577230105728,0.0463175903656065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +244.1498,-42.5928,25189.5,985.542173200014,0.0453037387186438,1030.19091831087,0.0443075022445162,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0453037387186438,0.0465220157274016,0.0453692841772382,0.0465377622927986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +245.1498,-42.5872,25186,985.40523528516,0.0455533869805428,1030.29378130076,0.0445463021701705,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0455533869805428,0.0467689562621634,0.0456237615891152,0.046787087110374,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +246.1499,-42.572,25194.5,985.737798792662,0.0457866922892144,1030.87147206383,0.0447694177810193,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0457866922892144,0.0470524108699006,0.0458544407104304,0.0470713929755543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +247.1499,-42.572,25184.5,985.346547607366,0.0460551285130914,1030.72680948735,0.045026068377332,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0460551285130914,0.0472547816496079,0.0461190834432601,0.0472749763871731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +248.15,-42.564,25209.5,986.324675570605,0.0462681016437321,1031.96004591363,0.0452296441234754,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0462681016437321,0.0475176829750311,0.0463365071053716,0.0475347281727036,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +249.15,-42.5536,25209,986.30511301134,0.0464932569232352,1032.16165003528,0.0454448194271002,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0464932569232352,0.0477592781506562,0.046563908234623,0.0477726996658937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +250.1501,-42.5456,25206,986.187737655751,0.0468065183075391,1032.34775205301,0.0457441185435946,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0468065183075391,0.0480838393230214,0.0468783819497339,0.0481101399523826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +251.1501,-42.5344,25215.5,986.559426281782,0.0469612830719604,1032.88952276671,0.0458919522858092,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0469612830719604,0.0482253784100192,0.0470336085779083,0.0482490829433061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +252.1501,-42.524,25214,986.500738603988,0.0471732696201228,1033.0372039266,0.046094409714931,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0471732696201228,0.0484676511663797,0.0472468945415191,0.0484893342504686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +253.1502,-42.516,25230.5,987.146303059725,0.0474404618921794,1033.97697963204,0.04634953290971,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0474404618921794,0.0487634528008552,0.0475156102647859,0.0487823937815809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +254.1502,-42.5008,25227,987.009365144872,0.0476778422154351,1034.06784192141,0.0465761361748394,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0476778422154351,0.0489908187810322,0.0477536800987342,0.0490071384255029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +255.1503,-42.4952,25230.5,987.146303059725,0.0479283483751415,1034.45859497,0.0468152136904762,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0479283483751415,0.0492393403375105,0.0480064723073224,0.049259537208763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +256.1493,-42.4928,25240,987.517991685756,0.0481706187158984,1035.08734433834,0.0470463767659218,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0481706187158984,0.0494874101734983,0.0482473689624211,0.0495030263635457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +257.1494,-42.4792,25238.5,987.459304007962,0.048429489379225,1035.28145388383,0.0472933200562924,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.048429489379225,0.0497505373591666,0.0485051187751501,0.0497715179080183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +258.1494,-42.472,25245.5,987.733179837668,0.0486841563432962,1035.82013639035,0.0475361938422148,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0486841563432962,0.0499943158504956,0.0487560019938996,0.0500154143617818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +259.1492,-42.4608,25249,987.870117752522,0.0489281424796678,1036.20476762532,0.0477688260951899,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0489281424796678,0.0502578947566543,0.0490067553704178,0.0502775042248873,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +260.1495,-42.456,25242,987.596241922815,0.0491741875707765,1036.16048476732,0.0480033666976312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0491741875707765,0.0505330678220672,0.0492531255291767,0.0505551568798103,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +261.1495,-42.4536,25256.5,988.163556141493,0.0494639854500531,1037.04206390475,0.0482795437774577,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0494639854500531,0.0508541658040059,0.0495461243151393,0.0508762878532972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +262.1496,-42.4376,25255,988.104868463699,0.0496750283106275,1037.1890057785,0.0484806194183771,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0496750283106275,0.0510685071767092,0.0497581571485245,0.0510892749994572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +263.1496,-42.4296,25258.5,988.241806378552,0.0498877869668165,1037.54300308687,0.0486832889030612,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0498877869668165,0.0512480660716504,0.0499698274315387,0.0512606878371229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +264.1497,-42.4216,25265,988.496119648995,0.0501511615936309,1038.07034828019,0.0489341172301987,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0501511615936309,0.0515273799082253,0.0502290884845967,0.0515516251843854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +265.1497,-42.4032,25274.5,988.867808275025,0.0504231151985174,1038.72960368778,0.0491930498558245,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0504231151985174,0.051823256829449,0.0505056317418972,0.0518438398244837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +266.1498,-42.4056,25261.5,988.359181734141,0.0506209464328608,1038.39085892913,0.049381366929741,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0506209464328608,0.052022390278975,0.0507052882974476,0.0520385727803155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +267.1498,-42.3928,25271.5,988.750432919437,0.05088011736042,1039.05817098654,0.0496280200800424,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.05088011736042,0.0522880772140891,0.05096751915496,0.0523127357597736,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +268.1498,-42.3952,25268.5,988.633057563848,0.0511657544353316,1039.21721381381,0.0498997906255878,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0511657544353316,0.0525960000150572,0.051248963182281,0.0526153547033061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +269.1499,-42.372,25281.5,989.141684104732,0.0513735801791291,1039.95743372161,0.0500974808576351,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0513735801791291,0.0528004788237199,0.0514592553507385,0.0528226062550669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +270.1499,-42.364,25283,989.200371782526,0.051683881815998,1040.32608689008,0.0503925765882351,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.051683881815998,0.0531215015189101,0.0517661146977846,0.0531478925948992,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +271.15,-42.3584,25281.5,989.141684104732,0.0519387632545209,1040.51647986063,0.0506349027871544,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0519387632545209,0.0533785304779579,0.05202448361311,0.0533993595459657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +272.15,-42.3424,25286.5,989.33730969738,0.0521574414055797,1040.93861245827,0.0508427622484868,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0521574414055797,0.0536186199186149,0.0522494610077682,0.0536454032499114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +273.1501,-42.3352,25291.5,989.532935290028,0.052377620877801,1041.36231622075,0.0510520051135459,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.052377620877801,0.0538679696293256,0.0524668545790105,0.0538816585611878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +274.1501,-42.3272,25268.5,988.633057563848,0.0526549363439826,1040.68946827743,0.0513154836681501,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0526549363439826,0.0540869034936816,0.0527373141852768,0.0541095887958673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +275.1502,-42.3136,25273.5,988.828683156496,0.0529361981400775,1041.17351425466,0.0515826407559261,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0529361981400775,0.0544386431822203,0.0530360890257552,0.0544617062691499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +276.1502,-42.3056,25298,989.78724856047,0.0531538468137675,1042.39824834867,0.0517893258166967,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0531538468137675,0.054659986222525,0.0532487591374057,0.0546841313990543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +277.1503,-42.3008,25281.5,989.141684104732,0.0534086853574002,1041.97044108497,0.0520312731037902,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0534086853574002,0.054920026651509,0.0535032267377888,0.0549446381758086,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +278.1503,-42.2984,25311,990.295875101354,0.0536573899317113,1043.43256701943,0.0522673402859091,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0536573899317113,0.0551837561311646,0.0537563006143701,0.0552044785820751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +279.1493,-42.2872,25286,989.317747138115,0.0539036923921621,1042.64562665795,0.0525010725023919,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0539036923921621,0.055423167991086,0.0539989032024997,0.0554536001527999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +280.1492,-42.2768,25309.5,990.237187423559,0.0541384990219965,1043.84714242643,0.0527238447331961,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0541384990219965,0.0556723671282999,0.0542322156691982,0.0556969819037535,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +281.1494,-42.2688,25311,990.295875101354,0.0543997717991833,1044.16774472054,0.0529716683389041,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0543997717991833,0.0559540901408238,0.05449494166685,0.0559780258036473,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +282.1494,-42.2504,25317.5,990.550188371796,0.054637838440685,1044.67170953144,0.0531974268947088,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.054637838440685,0.0562011059623339,0.0547368044649999,0.0562274320947108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +283.1493,-42.2456,25306,990.100249508706,0.0548937922514669,1044.45060691336,0.0534400910086894,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0548937922514669,0.0564641578612541,0.0549933937758626,0.0564915490827637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +284.1494,-42.24,25327.5,990.941439557091,0.0551390223396587,1045.58098173012,0.053672532976037,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0551390223396587,0.0567396320736605,0.0552369031220908,0.0567577296163011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +285.1494,-42.2272,25319.5,990.628438608855,0.0554289917984969,1045.53797420786,0.0539473115747084,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0554289917984969,0.0570200752114617,0.0555301946001356,0.0570465015802483,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +286.1494,-42.2296,25127,983.096853291917,0.0555594780549739,1037.7172013383,0.0540709373154519,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0555594780549739,0.0571550643513482,0.0556647681451184,0.0571792264568208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +287.1497,-42.232,25010,978.51921442396,0.0555709738855907,1032.89648013526,0.0540818280025776,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0555709738855907,0.0571916537110719,0.0556723623757441,0.0572069023291413,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +288.1495,-42.2376,24931.5,975.447892619391,0.0556429944065062,1029.72473425225,0.0541500546456608,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0556429944065062,0.0572512808158071,0.0557459314168683,0.0572749580016454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +289.1496,-42.2272,24870.5,973.061260389088,0.0556797982224357,1027.24111502562,0.0541849179229027,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0556797982224357,0.0572844822718528,0.0557871980743325,0.0573070782268156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +290.1498,-42.2192,24827.5,971.378880292318,0.0556984146048521,1025.48314390524,0.0542025522645887,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0556984146048521,0.0573261158437198,0.055802162809944,0.0573523665719919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +291.1499,-42.2296,24469.5,957.37208785874,0.055640249133523,1010.64050934068,0.0541474540727708,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.055640249133523,0.0572494739338454,0.0557413522498562,0.0572647632644587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +292.1499,-42.24,24082.5,942.230666987806,0.0554853556844309,994.510670682403,0.0540007139176453,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0554853556844309,0.0570973947020716,0.0555899634961818,0.0571127403042572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +293.1499,-42.256,23713,927.773935691138,0.0554531416217698,979.221915140006,0.0539701928364252,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0554531416217698,0.057086854557295,0.055553146826884,0.0571091131032465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +294.15,-42.2536,23331.5,912.847702972116,0.0553368106791119,963.361783490346,0.0538599678065505,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0553368106791119,0.056975129022665,0.0554426221642242,0.0570042005849682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +295.15,-42.2768,22937,897.41284371221,0.0552765004632647,947.018685183408,0.0538028183367303,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0552765004632647,0.0568821498883874,0.0553822075471054,0.0569037522238978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +296.1501,-42.28,22582,883.523426634221,0.0551587110943342,932.257440069014,0.0536911926697515,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0551587110943342,0.0567577008932772,0.0552598298419161,0.0567779885111102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +297.1501,-42.2928,22228.5,869.692697234026,0.055110154078446,917.621595779493,0.0536451729262979,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.055110154078446,0.0567031932874336,0.0552105541330358,0.0567300439825353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +298.1502,-42.3112,21873.5,855.803280156037,0.0550562352012629,902.92058683432,0.0535940690157544,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0550562352012629,0.0566723257205882,0.0551602002412695,0.0566917957187542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +299.1502,-42.3008,21536,842.598552652315,0.0549509711403177,888.900161401986,0.053494292995354,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0549509711403177,0.0565449405422903,0.0550543877723902,0.0565656031773021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +300.1503,-42.3216,21173,828.39613462609,0.0547662657424247,873.76429747502,0.0533191933230984,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0547662657424247,0.0563517547458884,0.0548691730010163,0.0563719681063783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +301.1493,-42.3216,20845.5,815.582658307663,0.054755970968738,860.240678668564,0.0533094330337707,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.054755970968738,0.0563440754975513,0.0548590534181836,0.0563681213094946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +302.1494,-42.324,20512,802.53443127806,0.0546792749047733,846.416432066459,0.0532367158795954,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0546792749047733,0.0563047005281365,0.0547825804740261,0.0563171133041191,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +303.1494,-42.3352,20157,788.645014200071,0.0546102999210733,831.713154956796,0.0531713147279018,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0546102999210733,0.0562254235820682,0.0547105646134221,0.0562498769374465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +304.1494,-42.356,19797,774.559971529434,0.0545236522425448,816.7918100581,0.0530891505026391,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0545236522425448,0.056128454250125,0.0546274170229486,0.0561473400852976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +305.1495,-42.364,19474.5,761.942120803655,0.054415213959713,803.403364332103,0.0529863136829805,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.054415213959713,0.0560446600991526,0.0545175579982767,0.0560610279411498,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +306.1493,-42.3608,19121,748.11139140346,0.0543231615249991,788.751167357362,0.0528990079879331,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0543231615249991,0.055919006516068,0.0544224541695038,0.0559336070149026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +307.1496,-42.3744,18771,734.417599918119,0.0542639236814109,774.269980510361,0.0528428207486017,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0542639236814109,0.0559257823234243,0.0543725829359549,0.0559505826126794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +308.1496,-42.3984,18427.5,720.97812170322,0.0541768470539788,760.038443132,0.0527602226233044,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0541768470539788,0.0557562365660208,0.0542771574325799,0.0557776976081315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +309.1497,-42.4088,18077,707.264767658614,0.0540834648776637,745.516096879488,0.0526716356723975,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0540834648776637,0.0557006749456994,0.0541873366585014,0.0557213641623441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +310.1497,-42.4112,17738.5,694.020915036362,0.0539848495247245,731.487529701612,0.0525780757508927,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0539848495247245,0.0556049854884791,0.0540926012982468,0.0556248659470822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +311.1497,-42.4168,17404.5,680.953125447494,0.0539250111526715,717.673530331697,0.0525213006741349,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0539250111526715,0.0555416693330724,0.054029310823706,0.0555616572247065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +312.1498,-42.4272,17051,667.122396047299,0.0538179026114408,703.025524187684,0.0524196672722399,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0538179026114408,0.0554386017745087,0.0539225569433454,0.0554585492548025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +313.1498,-42.4352,16722,654.250232051078,0.0537299251913112,689.403048075581,0.052336179325708,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0537299251913112,0.0553500645583867,0.0538357474143002,0.0553710738878675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +314.1499,-42.44,16383.5,641.006379428827,0.0536710734017362,675.409879870133,0.0522803268423604,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0536710734017362,0.0552641623784589,0.0537714548669884,0.0552891219001143,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +315.1499,-42.4456,16041.5,627.625588891722,0.0535650372327648,661.244376928943,0.0521796867968279,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0535650372327648,0.0551794647865055,0.0536662126105762,0.0552033219954117,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +316.15,-42.472,15722.5,615.144676080796,0.0535057564942864,648.058457327932,0.052123418408817,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0535057564942864,0.0551002631271856,0.05360546042095,0.0551253978808464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +317.15,-42.4664,15387.5,602.037761373398,0.0534096719398785,634.19240070377,0.052032209665288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0534096719398785,0.0550155655352321,0.0535143584160529,0.0550300486725167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +318.1501,-42.4848,15052,588.911284106735,0.0533370079956075,620.322049975839,0.0519632275280507,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0533370079956075,0.0549475063146759,0.0534391999600233,0.0549585860528869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +319.1501,-42.4872,14707,575.413118214042,0.0532404944922961,606.048397165112,0.0518715969060918,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0532404944922961,0.0548577645105796,0.0533474456049895,0.0548787255072231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +320.1501,-42.4976,14364.5,562.012765117672,0.0532160872996807,591.920885489709,0.0518484232097265,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0532160872996807,0.0548764356241835,0.0533222919236903,0.0548989015428642,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +321.1502,-42.5056,14028,548.84716273248,0.0530785662811845,577.979183237816,0.0517178422214894,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0530785662811845,0.0546841532687624,0.0531823636576807,0.0547076082630919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +322.1502,-42.5136,13702,536.092374091847,0.0530490545966165,564.531567713875,0.0516898176286039,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0530490545966165,0.0546779797553933,0.0531572580608296,0.0546997742619183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +323.1503,-42.5272,13358,522.633333317683,0.0529211420335608,550.291686181661,0.0515683414905108,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0529211420335608,0.0545670823749957,0.053026084683339,0.0545849843020986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +324.1501,-42.5424,13044.5,510.36760865867,0.0528024089770426,537.3162478597,0.0514555697483825,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0528024089770426,0.0544014515285091,0.052910312336504,0.0544256513664976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +325.1494,-42.54,12732,498.141009118187,0.0526771558971894,524.381660714289,0.0513365915525447,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0526771558971894,0.0542510286051999,0.0527741409962589,0.054276556869476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +326.1494,-42.5424,12401.5,485.210157444172,0.0526442555162828,510.753684951759,0.0513053370555059,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0526442555162828,0.0542276144264466,0.0527429484179813,0.0542479735755075,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +327.1495,-42.556,12085.5,472.846619988835,0.0525369325006003,497.688530946325,0.0512033762206035,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0525369325006003,0.0541517253840565,0.0526364433762898,0.0541765639538235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +328.1495,-42.5608,11773.5,460.639583007617,0.0524471534950757,484.798817923525,0.0511180748578272,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0524471534950757,0.0540758363416662,0.0525541257387402,0.0540950459884015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +329.1495,-42.5768,11463,448.491233704193,0.0524033578120174,471.993680299547,0.0510764608022642,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0524033578120174,0.0540273516756946,0.0525102187486221,0.054056667684666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +330.1496,-42.5824,11153.5,436.382009519298,0.0522645499468102,459.189318851709,0.0509445560348691,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0522645499468102,0.0538632265641762,0.0523689019495909,0.0538866702585364,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +331.1496,-42.5928,10844.5,424.292347893668,0.0522737723482378,446.471709496561,0.0509533203337464,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0522737723482378,0.0538901039333561,0.0523770931517299,0.0539116387133171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +332.1497,-42.6008,10503,410.931119915828,0.0521828780755635,432.37468844385,0.0508669376822316,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0521828780755635,0.0538313802696018,0.0522896811711288,0.0538536960714155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +333.1497,-42.6136,10182,398.371956867843,0.052072423732885,419.116150209164,0.050761955798441,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.052072423732885,0.0537024140695874,0.0521769957286177,0.0537192396852226,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +334.1498,-42.624,9871.5,386.223607564419,0.0519664304588038,406.294269808464,0.0506612035961141,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0519664304588038,0.053564262886268,0.0520673240780932,0.0535857696990207,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +335.1498,-42.632,9540.5,373.273193331139,0.0518620671905562,392.631912764112,0.0505619908813421,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0518620671905562,0.0535071202442302,0.0519679478222239,0.0535326385961302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +336.1498,-42.6376,9222,360.811843079479,0.0517972101163309,379.500889927927,0.0505003296846401,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0517972101163309,0.0534023963772015,0.0518993923297197,0.0534176758953857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +337.1499,-42.656,8909.5,348.585243538995,0.0517447067705294,366.622684750454,0.050450410692876,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0517447067705294,0.0533496203665711,0.0518469947750177,0.0533681789923074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +338.1499,-42.6528,8575.5,335.517453950127,0.0516590027795888,352.849951036337,0.0503689199256981,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0516590027795888,0.0533259050408241,0.0517627657913015,0.0533513283294569,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +339.15,-42.6608,8278,323.877731187587,0.0515582426821315,340.576297851495,0.0502731047190171,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0515582426821315,0.0531799240356707,0.0516642495624188,0.0532014415569406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +340.15,-42.6688,7947.5,310.946879513572,0.0514624154970659,326.948957024616,0.0501819718195288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0514624154970659,0.0530733179999322,0.0515624704187718,0.053092860177683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +341.1501,-42.6848,7624,298.289903669263,0.0513852046944168,313.617591427586,0.0501085372996496,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0513852046944168,0.0530117334397386,0.0514936718389884,0.0530304143288638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +342.1501,-42.7008,7324.5,286.571930669664,0.051272734291891,301.265257126404,0.0500015580325538,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.051272734291891,0.0528710225069735,0.0513743906713304,0.0528917735838739,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +343.1502,-42.7088,7017,274.540956721828,0.0511832984454891,288.592868445231,0.0499164805374118,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0511832984454891,0.0527841415993162,0.051284785872026,0.0528089669105208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +344.1502,-42.7112,6692,261.825293199726,0.0511285645653889,275.21204460794,0.0498644103559362,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0511285645653889,0.0527374638153065,0.0512294549907748,0.0527608851583364,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +345.1503,-42.7192,6379,249.579131099978,0.0510178957482583,262.312133191378,0.0497591191030933,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0510178957482583,0.0526280721698769,0.0511200400150322,0.0526465081130855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +346.1493,-42.7296,6085,238.076346252291,0.0508953879413884,250.19333425447,0.0496425512047321,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0508953879413884,0.0525002352710887,0.0509988430098061,0.0525215901122346,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +347.1493,-42.7424,5772.5,225.849746711808,0.050825169005868,237.328598258368,0.0495757307748568,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.050825169005868,0.0524266801178989,0.0509271104521295,0.0524475870924118,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +348.1494,-42.7608,5465,213.818772763972,0.0507618561476955,224.672610548694,0.0495154783490148,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0507618561476955,0.052376990863953,0.0508668236159496,0.0524045708370666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +349.1494,-42.756,5166,202.120362323638,0.0506620826327168,212.360200821433,0.0494205203415301,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0506620826327168,0.052259468249696,0.0507587184177121,0.0522783442115089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +350.1495,-42.7792,4858.5,190.089388375802,0.0505536014549946,199.699091556576,0.049317264708479,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0505536014549946,0.0521498507440212,0.0506567651909826,0.0521703771766322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +351.1495,-42.7744,4566,178.64529120591,0.0504924333413403,187.665526663869,0.0492590383653543,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0504924333413403,0.0521576805658551,0.0505924943970227,0.0521749346774186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +352.1496,-42.7872,4283,167.572882662048,0.0503961772073709,176.017915351835,0.0491674046313681,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0503961772073709,0.0520202822500197,0.0505027775334246,0.0520369634055035,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +353.1496,-42.7872,3998.5,156.441786440392,0.0503012508150029,164.311003978077,0.0490770285580066,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0503012508150029,0.0519184945661788,0.0504044253201867,0.0519438982794076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +354.1497,-42.8056,3714,145.310690218736,0.0502055094197178,152.606087445298,0.0489858682750083,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0502055094197178,0.0518072207520393,0.0503097154660927,0.0518331893537178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +355.1497,-42.8192,3438,134.512157504581,0.0501349044301843,141.255911665771,0.0489186363262303,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0501349044301843,0.0517533907269311,0.0502431766069357,0.0517721047437843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +356.1497,-42.8216,3145,123.048497775424,0.0499860591606328,129.199207264853,0.0487768870914184,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0499860591606328,0.0515927288058392,0.0500862642505066,0.0516097614764718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +357.1498,-42.8376,2859.5,111.878276435238,0.0499443224323118,117.465961146691,0.0487371365085492,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0499443224323118,0.0515324241203684,0.0500446434324238,0.051559590621904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +358.1498,-42.84,2603,101.84268353241,0.0498555729041556,106.920108866015,0.0486526050935263,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0498555729041556,0.0514676775167419,0.0499570367005052,0.0514855498034663,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +359.1499,-42.848,2336.5,91.4158394442856,0.0497394993308397,95.9628175291528,0.0485420375131684,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0497394993308397,0.0513508324832204,0.0498453960483657,0.0513806064632013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +360.1499,-42.8584,2058.5,80.5390564930717,0.0496851086098624,84.5406482622658,0.0484902226294295,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0496851086098624,0.0512881939085492,0.049786967568313,0.0513044511766866,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +361.15,-42.8664,1769.5,69.2318972380327,0.0495486170687346,72.662242003222,0.048360183234911,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0495486170687346,0.0511530541951658,0.0496519814883881,0.0511698560860461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +362.15,-42.8712,1514,59.2354294537335,0.049484188943413,62.1666466369663,0.0482987948419736,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.049484188943413,0.0511007299050257,0.0495903730617735,0.0511179486342639,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +363.15,-42.8792,1232,48.2021460284014,0.0493864314882811,50.5826780108212,0.0482056424063247,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0493864314882811,0.050989230230641,0.0494882392400956,0.0510052680216629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +364.1501,-42.8896,957,37.4427384327761,0.049263451837617,39.2872969742277,0.048088443580754,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.049263451837617,0.050752905127404,0.0493591585289933,0.0507745196807926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +365.1501,-42.8976,704,27.5440834448008,0.0491695120277272,28.8984125870327,0.0479989102846515,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0491695120277272,0.0507530557009008,0.0492702097855364,0.050772445806555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +366.1502,-42.9056,504.5,19.7386222981563,0.0490799474966542,20.7073928442061,0.0479135395669603,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0490799474966542,0.0506822108706534,0.0491866117841713,0.0507073548435783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +367.1502,-42.9136,168,6.57301991296383,0.049008570399094,6.89515422210296,0.0478454994466518,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.049008570399094,0.0505833593700004,0.0491116211404587,0.0506134224106791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +368.1503,-42.9296,-98.5,-3.85382417516034,0.0488716070141724,-4.04216675575049,0.0477149263218463,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0488716070141724,0.0504711068281316,0.0489765163835777,0.0504945506133848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +369.1493,-42.94,-347,-13.5764161297527,0.0488047338801001,-14.2390095060108,0.0476511670728228,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0488047338801001,0.0504406909817768,0.0489087809361522,0.0504554040562293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +370.1494,-42.9664,-606.5,-23.72938438817,0.0486992982395937,-24.8849887555315,0.0475506326862561,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0486992982395937,0.0502844709788405,0.0487998291177735,0.0503047449735636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +371.1494,-42.9504,-863,-33.7649772909987,0.0485913746954463,-35.4056639541289,0.0474477155793091,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0485913746954463,0.0501951808952346,0.048693881607527,0.0502126196945712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +372.1495,-42.9664,-1119.5,-43.8005701938274,0.0484647060842112,-45.9233519545921,0.0473269094525201,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0484647060842112,0.0500613963433227,0.0485662690594893,0.0500714798604347,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +373.1495,-42.9816,-1364.5,-53.3862242335663,0.0483507772554132,-55.967489669991,0.0472182410171568,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0483507772554132,0.0499429702880848,0.0484516536106942,0.0499662317936857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +374.1495,-42.9872,-1593,-62.3263138175677,0.0482810301636869,-65.3354924549851,0.0471517085039083,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0482810301636869,0.0498801811399166,0.0483840333244011,0.0499021244363521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +375.1496,-42.9952,-1849.5,-72.3619067203964,0.048168902920284,-75.8475003803378,0.0470447398215275,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.048168902920284,0.0497887830273553,0.0482712902673448,0.0498070972685418,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +376.1496,-43.0032,-2091.5,-81.8301854045467,0.0480566469922102,-85.7626697378401,0.0469376369115511,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0480566469922102,0.0496619248562964,0.0481604055835962,0.0496808025967763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +377.1497,-43.0136,-2323,-90.8876503441367,0.0479644229779347,-95.2470240487135,0.0468496377824811,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0479644229779347,0.0495486935866983,0.048066285000683,0.0495736845638029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +378.1497,-43.0216,-2559.5,-100.140740876374,0.0478670515768162,-104.934182884844,0.0467567186691165,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0478670515768162,0.0494536064234652,0.0479680830832613,0.0494783197014201,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +379.1498,-43.024,-2787,-109.041705341846,0.0477957602690367,-114.253436549692,0.0466886816667857,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0477957602690367,0.0494004539790928,0.0478996241930459,0.0494180274187519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +380.1498,-43.0376,-3020,-118.157857959231,0.0476404807659312,-123.786955118681,0.0465404743385465,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0476404807659312,0.0492391144772653,0.0477438842751552,0.0492555067365329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +381.1498,-43.0448,-3253.5,-127.29357313588,0.0475395490889126,-133.345052204676,0.0464441277949001,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0475395490889126,0.0491517818491178,0.047639227574892,0.0491655121864253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +382.1499,-43.0448,-3470.5,-135.783723856791,0.0474429926907107,-142.225710075246,0.0463519490809064,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0474429926907107,0.0490437453651595,0.0475433351969772,0.0490627026031617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +383.1499,-43.0664,-3678,-143.902185951672,0.0473636371435434,-150.71791687125,0.0462761850021841,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0473636371435434,0.0489756861446032,0.0474697253574207,0.0490013228949447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +384.15,-43.0744,-3918,-153.292214398764,0.0472282608695651,-160.531939089662,0.0461469223288251,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0472282608695651,0.0488058392402061,0.0473293103621259,0.0488298371439304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+394.1494,-43.1688,-6063.5,-237.235156203906,0.0461361998558732,-248.180284783369,0.0451035673533798,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0461361998558732,0.0477294645982886,0.0462344895149372,0.0477485272431268,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +395.1495,-43.1712,-6257.5,-244.825429198638,0.0460176383789162,-256.091717265464,0.044990228195506,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0460176383789162,0.047613523005748,0.0461159138466694,0.0476267223236496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +396.1495,-43.1768,-6466,-252.983016412048,0.0458542946364228,-264.583374184617,0.0448340582691857,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0458542946364228,0.0474725109259893,0.0459514812075475,0.0474884615758317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +397.1496,-43.1872,-6651.5,-260.240725899279,0.0457974160118045,-272.159078686502,0.0447796719444043,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0457974160118045,0.0473912012377142,0.045895550758719,0.0474109826856082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +398.1496,-43.1952,-6855.5,-268.222250079307,0.0455891184242133,-280.450266002181,0.0445804762578584,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0455891184242133,0.0471764081445203,0.045693471715556,0.0471975788433719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +399.1496,-43.208,-7061,-276.262461937128,0.0455910057993891,-288.857545441457,0.044582281339261,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0455910057993891,0.0471900350459814,0.045694503982678,0.0472123998790942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+412.1502,-43.3136,-9405.5,-367.99130232965,0.044058285577022,-384.20436821755,0.0431153169988253,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.044058285577022,0.0456535830845732,0.0441624306998402,0.0456676975791798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +413.1503,-43.3296,-9572,-374.50563456482,0.0439358635599327,-390.959863027486,0.0429980542016282,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0439358635599327,0.0455286823689728,0.0440415936779532,0.0455455995590117,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +414.1493,-43.3448,-9744.5,-381.254717511167,0.0438201331457395,-397.961349994948,0.0428871883585944,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0438201331457395,0.0454023512051525,0.0439200444390708,0.0454220383145676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +415.1494,-43.3608,-9922,-388.199426050161,0.0437022150921382,-405.16460086605,0.0427742141872508,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0437022150921382,0.0452848285908955,0.0438053034817138,0.0453021439069734,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +416.1494,-43.3584,-10085,-394.576820370477,0.0435838680896331,-411.774004460731,0.0426608162169528,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0435838680896331,0.0451537543619259,0.0436849310616735,0.0451807921827022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +417.1494,-43.3664,-10251,-401.071590046382,0.0434660358258124,-418.504582148054,0.0425478986832371,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0434660358258124,0.0450437604225091,0.0435671346560036,0.0450653888906875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +418.1495,-43.3848,-10415.5,-407.507672044492,0.043386894753097,-425.188164522566,0.0424720513903172,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.043386894753097,0.0449606438522723,0.0434831271324675,0.0449826628444551,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +419.1495,-43.3848,-10581,-413.982879161132,0.0431970419683607,-431.865714966438,0.0422900766497673,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0431970419683607,0.0447725022680133,0.0432964652375068,0.0447926145381843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +420.1496,-43.4032,-10732.5,-419.910334618359,0.0431201743248344,-438.016941447902,0.0422163892517428,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0431201743248344,0.0447027114522436,0.0432225718647766,0.0447267528915011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +421.1496,-43.4136,-10900.5,-426.483354531323,0.0429910607048486,-444.818326315587,0.0420926052291246,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0429910607048486,0.0445678728858538,0.0430909740176021,0.044588744695599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +422.1497,-43.4216,-11068,-433.036811885022,0.0428539686352562,-451.594157839454,0.041961155319988,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0428539686352562,0.0444310015772572,0.0429531495784188,0.0444496215461185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +423.1497,-43.424,-11229,-439.335955968279,0.0426748824680002,-458.084566253192,0.0417894135887705,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0426748824680002,0.0442548305859945,0.0427795687087221,0.0442720675632034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+436.1503,-43.54,-13162.5,-514.984372645157,0.0410673535568442,-536.133417952825,0.0402464883629211,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0410673535568442,0.0426439200304156,0.0411659140238723,0.0426702783041053,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +437.1492,-43.5472,-13286,-519.816324783556,0.0409161919632133,-541.085229314012,0.0401012791520012,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0409161919632133,0.0424711369428311,0.041013511814463,0.0424873748773038,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +438.1494,-43.5584,-13410.5,-524.687402040484,0.0408112281665006,-546.100539321247,0.0400004361734376,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0408112281665006,0.0423691233987449,0.0409062089580681,0.042382253370743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+445.1497,-43.6264,-14346.5,-561.30851298414,0.0398415462750077,-583.671912078753,0.0390683421944622,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0398415462750077,0.0414074104746453,0.0399417301207051,0.0414239586717035,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +446.1497,-43.64,-14461.5,-565.807901615038,0.0397409148622215,-588.293625261493,0.0389715617928716,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0397409148622215,0.0412820580385543,0.0398376556147397,0.0412986529086664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +447.1498,-43.6448,-14581.5,-570.502915838584,0.0395561665694382,-593.069824205845,0.0387938591500706,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0395561665694382,0.041106941061769,0.0396553776098112,0.0411253064357597,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +448.1498,-43.6504,-14718,-575.843494517867,0.0394551919975291,-598.563510154598,0.0386967220453862,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0394551919975291,0.0409918276234608,0.0395473281923592,0.0410055630031999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +449.1499,-43.6584,-14834.5,-580.401570826559,0.0392630228887134,-603.189890986567,0.0385118301172866,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0392630228887134,0.0408121934417712,0.0393595176316693,0.0408300210529106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +450.1499,-43.6712,-14960,-585.311773202017,0.0391478157921828,-608.225450680325,0.0384009693629982,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0391478157921828,0.0406811944995502,0.0392414859368961,0.0406955248988466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +451.15,-43.6816,-15078,-589.928537188503,0.039055673278199,-612.968593394423,0.0383122942024293,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.039055673278199,0.0405979273558163,0.0391514051499021,0.0406156425086386,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +452.15,-43.6872,-15193.5,-594.447488378666,0.0388608489756701,-617.548222448516,0.038124775309333,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0388608489756701,0.0404133242487322,0.0389572884535356,0.0404352896293196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +453.15,-43.6952,-15308.5,-598.946877009564,0.0387273901032909,-622.142526366661,0.0379963005037364,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0387273901032909,0.0402849603427052,0.038820213136771,0.0403045847767984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +454.1501,-43.7024,-15415,-603.113702132961,0.0385749588209051,-626.378788357064,0.0378495416241361,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0385749588209051,0.0400851493124438,0.0386697996055973,0.0401058231793259,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +455.1501,-43.716,-15533.5,-607.750028678712,0.0384270572389416,-631.104073817717,0.0377071232912989,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0384270572389416,0.039962657772792,0.038524687834545,0.039983278813963,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +456.1502,-43.724,-15648.5,-612.24941730961,0.0383130640678082,-635.706568460471,0.0375973424187879,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0383130640678082,0.0398592137804864,0.0384099682210406,0.0398782144711797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +457.1502,-43.716,-15767,-616.885743855361,0.0381997958203219,-640.450653315103,0.0374882477439736,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0381997958203219,0.0397159430982755,0.038295410349872,0.0397360933557227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +458.1503,-43.732,-15868.5,-620.85694338611,0.0380414579115336,-644.475246667016,0.0373357241306307,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0380414579115336,0.0396049704311295,0.0381345039365935,0.0396181048720434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +459.1493,-43.7552,-15975.5,-625.043331068772,0.0379461283071959,-648.761305507065,0.0372438838854986,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0379461283071959,0.0394855656481624,0.0380426566298423,0.0394973138880653,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +460.1494,-43.7656,-16086,-629.366656666286,0.0377797862118665,-653.143994404015,0.0370836102245862,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0377797862118665,0.0393206123824115,0.0378692148271705,0.0393356189799683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +461.1494,-43.7656,-16176,-632.887917333946,0.0375957714217081,-656.681826809594,0.0369062786664845,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0375957714217081,0.0390978388938871,0.037686389592441,0.0391140972904369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +462.1494,-43.7656,-16301.5,-637.798119709404,0.0374750823581894,-661.699656773412,0.0367899558301486,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0374750823581894,0.0389989121064855,0.0375698865676938,0.0390212700526805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +463.1495,-43.7872,-16398,-641.573693647505,0.037348606773961,-665.535577248063,0.0366680412934605,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.037348606773961,0.0388991571648516,0.0374461040321202,0.0389124532983694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +464.1495,-43.7952,-16505,-645.760081330166,0.0371930999279364,-669.777900564551,0.0365181220647331,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0371930999279364,0.0387194476964136,0.037287727483272,0.038732018521877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +465.1496,-43.8056,-16592.5,-649.183529201502,0.0370394547201536,-673.228933136431,0.0363699755054482,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0370394547201536,0.0385617219585093,0.0371295488112351,0.0385787103839131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +466.1496,-43.808,-16699,-653.350354324898,0.0368918105075323,-677.453631791681,0.0362275944966402,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0368918105075323,0.0384131812039103,0.0369832659584574,0.0384271766216763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +467.1497,-43.8136,-16815.5,-657.908430633591,0.0367533200645137,-682.088749757809,0.0360940225163793,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0367533200645137,0.0382848172978832,0.0368493501951769,0.0383005239538303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +468.1497,-43.832,-16918,-661.918755282869,0.0366278525102089,-686.163417825111,0.0359729955136096,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0366278525102089,0.0381013434920253,0.0367158261977952,0.0381234046709171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +469.1498,-43.8392,-16986.5,-664.598825902143,0.036440663498164,-688.817248078118,0.0357924042682088,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.036440663498164,0.0379515228627031,0.0365299229572801,0.0379687355240205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +470.1498,-43.8448,-17094,-668.804776144069,0.036284384544113,-693.07194582662,0.035641608624093,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.036284384544113,0.0378017775201297,0.0363758399812936,0.037813222278121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +471.1498,-43.8504,-17212,-673.421540130556,0.0361733897258158,-697.781479951458,0.0355344944336074,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0361733897258158,0.037674994635819,0.036261630493457,0.0376974674918804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +472.1499,-43.8608,-17289,-676.434174257331,0.0360238752959748,-700.801954596713,0.0353901892242296,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0360238752959748,0.0375180217653989,0.036116788389935,0.037539281542585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +473.1497,-43.8688,-17388,-680.307560991756,0.0358219132836895,-704.677479447841,0.0351952306862552,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0358219132836895,0.0373247606822484,0.0359160189264002,0.0373474537807015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +474.15,-43.884,-17486.5,-684.161385166916,0.0356605469956417,-708.558954395264,0.0350394328057823,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0356605469956417,0.0371654539226277,0.0357513253223233,0.037175953021864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +475.15,-43.8944,-17572,-687.506582801193,0.0355441860265605,-711.943444674763,0.0349270721421081,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0355441860265605,0.0370882850055147,0.0356407675291581,0.0371059750239748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +476.1501,-43.9104,-17664.5,-691.125656265176,0.0353779297210116,-715.576251160913,0.0347665095553823,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0353779297210116,0.0368772562497411,0.0354710159567649,0.0368987683489371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +477.1501,-43.916,-17764.5,-695.03816811813,0.0352250780687004,-719.520941850818,0.0346188698079139,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0352250780687004,0.0367199069455789,0.0353125724327154,0.0367356557122062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +478.1501,-43.924,-17853.5,-698.52030366726,0.0350770349335986,-723.022324760825,0.0344758538351007,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0350770349335986,0.0365668489860756,0.0351652415707828,0.036588331135192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +479.1502,-43.9288,-17945.5,-702.119814571978,0.0349161276208778,-726.63511962272,0.0343203873186351,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0349161276208778,0.0364158237687793,0.0350050637871272,0.0364247259063054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +480.1502,-43.9344,-18030.5,-705.44544964699,0.034745131429944,-729.956244511631,0.0341551465667246,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.034745131429944,0.0362312206616952,0.0348348842766605,0.0362455593907103,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +481.1503,-43.9424,-18114.5,-708.731959603472,0.034579218283518,-733.239356739106,0.0339947916694322,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.034579218283518,0.0360737960707845,0.0346687490668005,0.036084833705853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +482.1493,-43.9552,-18206.5,-712.33147050819,0.0344287558765999,-736.856156809536,0.0338493476604553,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0344287558765999,0.0359309771090641,0.0345157767868614,0.0359395679920988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +483.1494,-43.9656,-18297,-715.872293735114,0.0342333138876496,-740.37897467002,0.0336603926905853,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0342333138876496,0.0357109139434821,0.0343201517969869,0.0357217305182284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +484.1494,-43.976,-18374.5,-718.904490421154,0.0341633694794276,-743.464690147832,0.0335927611682462,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0341633694794276,0.0356649890269563,0.0342499065395744,0.0356790861539472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +485.1495,-43.9816,-18465,-722.445313648078,0.0339526496002195,-746.974246237692,0.0333889816143013,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0339526496002195,0.0354206082416402,0.0340417929492612,0.035440741180238,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +486.1495,-43.992,-18543.5,-725.516635452647,0.0337820073092892,-750.026043734519,0.0332239292070713,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0337820073092892,0.0352518153517208,0.0338755674846114,0.0352691135079479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +487.1495,-44.0056,-18618,-728.431456783098,0.0336389537078342,-752.935128837155,0.0330855407468779,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0336389537078342,0.0351203646890091,0.0337235141924126,0.0351297697810262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +488.1496,-44.0128,-18695,-731.444090909873,0.0334942233451151,-755.943242655273,0.0329455107144039,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0334942233451151,0.0349501413508701,0.0335782306406831,0.0349734283014531,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +489.1496,-44.0184,-18770.5,-734.398037358854,0.0332793242338973,-758.838307760857,0.0327375545866085,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0332793242338973,0.0347218719297123,0.0333703489349601,0.0347346190163762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +490.1497,-44.024,-18856,-737.74323499313,0.0332061356851171,-762.240836955089,0.0326667207479677,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0332061356851171,0.034681668806065,0.0332951408015988,0.0346899636437856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +491.1497,-44.0448,-18948,-741.342745897849,0.0330201391510242,-765.821986525998,0.0324866857374166,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0330201391510242,0.0345005288894075,0.0331100038135975,0.0345185644022449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +492.1498,-44.0496,-18996,-743.220751587267,0.0328326970591263,-767.622693372188,0.0323052187044057,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0328326970591263,0.0343164527895622,0.0329200442380708,0.0343363284424366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +493.1498,-44.0528,-19076.5,-746.370323628895,0.0326687056037883,-770.753276002931,0.0321464277634058,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0326687056037883,0.0341246221546314,0.0327569752292101,0.0341417084709243,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +494.1498,-44.0688,-19163.5,-749.774208940966,0.0325430278645207,-774.174131914631,0.0320247184612689,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0325430278645207,0.0339843629423566,0.032627408318641,0.0340038065886233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +495.1499,-44.0656,-19227.5,-752.278216526857,0.0323728209395696,-776.63158452722,0.03185986242083,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0323728209395696,0.0338066862161256,0.0324551543403982,0.0338216656186265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +496.1499,-44.0792,-19288.5,-754.664848757159,0.0322193859167495,-778.979686757071,0.0317112277194173,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0322193859167495,0.0336165871764082,0.0323008825484808,0.0336391719521122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +497.15,-44.0896,-19377.5,-758.146984306289,0.0320564797021378,-782.450507719941,0.0315533939553716,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0320564797021378,0.0335361056423653,0.0321377000387336,0.0335432251686648,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +498.15,-44.092,-19456,-761.218306110858,0.031905935794928,-785.505688511555,0.0314075154196517,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.031905935794928,0.033354664578714,0.0319879591797708,0.0333717354477637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +499.1501,-44.1104,-19519,-763.68318857822,0.0317918310970796,-787.962075521178,0.0312969326591376,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0317918310970796,0.0332218587545312,0.031874429606873,0.0332350945048452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +500.1501,-44.1208,-19589.5,-766.441509434553,0.031583503483065,-790.648417517345,0.0310950037020244,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.031583503483065,0.033003602470911,0.0316642384156466,0.0330139901968464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +501.1502,-44.1264,-19655,-769.004204698238,0.0314042242888027,-793.154185221614,0.0309211983106494,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0314042242888027,0.0328592777742225,0.0314897328478944,0.0328722442790855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +502.1502,-44.1288,-19734,-772.095089062072,0.0312305729041556,-796.208061029966,0.0307528200933385,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0312305729041556,0.0326343736707182,0.0313125921521545,0.0326496136102197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +503.1503,-44.1424,-19798,-774.599096647963,0.0310756279811948,-798.670250009965,0.0306025563515277,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0310756279811948,0.0324970732276557,0.0311536009575173,0.0325141228748845,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +504.1493,-44.1448,-19865.5,-777.240042148708,0.0308830513709207,-801.243586297923,0.03041576637095,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0308830513709207,0.0323094435932859,0.0309659388565146,0.0323259634380748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +505.1493,-44.1552,-19941.5,-780.213551156953,0.0307250909371675,-804.185683466661,0.0302625263532952,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0307250909371675,0.0321292899330324,0.0308041606084355,0.0321402602656962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +506.1494,-44.184,-20005.5,-782.717558742844,0.0304738684327922,-806.56999064801,0.0300187628830322,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0304738684327922,0.0318555322584894,0.0305517618574054,0.0318733292740663,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +507.1495,-44.1816,-20068,-785.162878650941,0.0304052537661714,-809.035955224101,0.0299521751187068,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0304052537661714,0.0318203507609608,0.030487501939592,0.0318281903707015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +508.1495,-44.1896,-20145,-788.175512777716,0.0302077399540165,-811.984513705829,0.0297604711807411,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0302077399540165,0.0316092015463897,0.0302861370956071,0.0316240385748084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +509.1495,-44.2048,-20207.5,-790.620832685813,0.0300773738032325,-814.400631007127,0.0296339196174768,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0300773738032325,0.0315060963444519,0.0301575913155696,0.0315166249225399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +510.1496,-44.216,-20276.5,-793.320465864351,0.0298977857657595,-817.038991196356,0.0294595601965936,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0298977857657595,0.0313056754915282,0.0299732312777496,0.0313228302678619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +511.1496,-44.2184,-20341,-795.844036009507,0.0297269783123435,-819.50207440797,0.0292936975047222,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0297269783123435,0.0311344734256598,0.0298010646790474,0.0311402214420855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +512.1496,-44.2288,-20397,-798.035042647162,0.0295325143268934,-821.603023977502,0.0291048296260277,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0295325143268934,0.0309424771598827,0.0296117579726835,0.0309526753676907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +513.1497,-44.2368,-20467.5,-800.793363503495,0.0293671030506845,-824.310344731806,0.0289441503241632,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0293671030506845,0.0307638744066462,0.0294436319954429,0.0307777441559744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +514.1497,-44.2392,-20548,-803.942935545123,0.0291915900277958,-827.411308125299,0.0287736300238149,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0291915900277958,0.0305998321105509,0.0292698387811158,0.0306093231365448,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +515.1498,-44.2448,-20592,-805.664440760423,0.0290161971106,-829.041758978529,0.0286031973602944,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0290161971106,0.0304262359260834,0.0290970133277629,0.0304333549832893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +516.1498,-44.2576,-20648.5,-807.875009957343,0.0288512791256304,-831.183237368244,0.0284429168881774,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0288512791256304,0.030247023350185,0.0289308055461941,0.0302659434962824,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +517.1499,-44.2712,-20714,-810.437705221028,0.0286566692975531,-833.662150525815,0.0282537464611016,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0286566692975531,0.0300561413282841,0.0287317172606096,0.0300629271385293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +518.1499,-44.276,-20770,-812.628711858683,0.0284824173844411,-835.774342008423,0.0280843345679954,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0284824173844411,0.0298692419753735,0.0285565786817282,0.0298835800041156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +519.1499,-44.2864,-20827.5,-814.878406174132,0.0283141407295562,-837.950988044023,0.027920704718853,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0283141407295562,0.0297021505659681,0.0283924228047503,0.0297115013094124,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +520.15,-44.2976,-20873.5,-816.678161626491,0.0281735698843552,-839.686900886102,0.027783995080673,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0281735698843552,0.0295557027829745,0.0282509739730039,0.0295654941975275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +521.15,-44.3024,-20944,-819.436482482824,0.028007369342164,-842.386742700164,0.0276223356280611,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.028007369342164,0.0293751199882552,0.0280817923582898,0.0293864578415575,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +522.1501,-44.3184,-20996.5,-821.490551205625,0.0278197642496825,-844.344224673507,0.0274398250561001,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0278197642496825,0.0291951093728237,0.0278989049339945,0.0292090939990206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +523.1499,-44.3208,-21057.5,-823.877183435927,0.0276326395799731,-846.643084703975,0.0272577486724508,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0276326395799731,0.0290069452025401,0.0277090458536786,0.0290135734937702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +524.1502,-44.3232,-21105.5,-825.755189125346,0.0274602364366356,-848.430621857507,0.0270899673076727,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0274602364366356,0.0288367519791004,0.0275337621164334,0.0288464543830391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +525.1502,-44.3472,-21178,-828.591760218738,0.0272708983905837,-851.188201918938,0.0269056725905891,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0272708983905837,0.028637731459697,0.0273478773358668,0.0286518018266997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+529.1494,-44.3792,-21394.5,-837.062348380384,0.0265723551010603,-859.305066343275,0.0262254421832577,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0265723551010603,0.0279197232459128,0.0266499619234408,0.0279396245534008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +530.1495,-44.3896,-21444,-838.999041747597,0.0264100408359354,-861.157040701462,0.0260673168473713,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0264100408359354,0.0277543424267176,0.0264798269523819,0.027761994917905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +531.1495,-44.4104,-21496.5,-841.053110470398,0.0262218609519233,-863.107088186335,0.025883962116915,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0262218609519233,0.0275642794493527,0.0262898879986865,0.0275730479196032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +532.1495,-44.408,-21556,-843.381055022906,0.0260406300401495,-865.343229059628,0.0257073463934971,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0260406300401495,0.0273744604763392,0.0261089675873963,0.0273920982183254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +533.1496,-44.4184,-21610,-845.493811423502,0.0258632167736178,-867.3610011491,0.0255344208763006,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0258632167736178,0.0271934056337074,0.0259303211763718,0.02720230110405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +534.1496,-44.4208,-21649.5,-847.039253605419,0.0256778679523694,-868.789415709973,0.0253537285926973,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0256778679523694,0.0270157763381278,0.0257480158036399,0.0270225406885731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +535.1497,-44.4312,-21700.5,-849.034634650426,0.0254916612333139,-870.677937932285,0.0251721670816494,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0254916612333139,0.0268197145879368,0.0255612323895364,0.0268302572661846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +536.1497,-44.4312,-21751.5,-851.030015695433,0.0253296472324217,-872.586305777201,0.0250141679419287,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0253296472324217,0.0266542042002476,0.0253970240784774,0.026666398092865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +537.1498,-44.4552,-21807,-853.201459773822,0.0251326738958854,-874.644693829811,0.0248220421612086,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0251326738958854,0.0264592717512826,0.0252035924092948,0.0264726180205214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +538.1498,-44.46,-21850,-854.883839870593,0.0249637967125355,-876.224986261954,0.0246572916861426,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0249637967125355,0.0262795321681454,0.0250286625910887,0.0262894451169053,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +539.1498,-44.4632,-21922.5,-857.720410963985,0.0247701691774475,-878.966290650513,0.0244683622554105,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0247701691774475,0.0260909990927946,0.0248414057248306,0.0261027712963123,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +540.1499,-44.476,-21967,-859.46147873855,0.0245946432860916,-880.599627226261,0.0242970644067134,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0245946432860916,0.0259123210528099,0.0246610074216679,0.0259186811566941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +541.1499,-44.4944,-21998,-860.674357412966,0.0244082220925843,-881.681888278094,0.0241151015630576,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0244082220925843,0.0257124949651985,0.0244715009636422,0.0257188437553138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +542.15,-44.4968,-22049,-862.669738457973,0.0242516128478774,-883.590870970635,0.0239622121059198,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0242516128478774,0.0255298417848981,0.0243104862487572,0.0255388132544974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +543.15,-44.5024,-22078.5,-863.823929454594,0.0240523660821522,-884.600938836359,0.0237676640618763,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0240523660821522,0.0253780486427681,0.0241177285938205,0.0253917150629543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +544.1501,-44.5104,-22136.5,-866.093186329308,0.0238708349061458,-886.767553793513,0.0235903808743094,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0238708349061458,0.0251585049557502,0.023939434440021,0.0251775686873474,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +545.1501,-44.5312,-22195.5,-868.401568322551,0.023697796918431,-888.980772332306,0.0234213628639363,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.023697796918431,0.0249581970329491,0.0237575521176876,0.024972176390734,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +546.1502,-44.5232,-22241.5,-870.20132377491,0.0235005233176624,-890.651510275343,0.0232286374211403,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0235005233176624,0.0247940643927557,0.0235647152729721,0.024805231630068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +547.1502,-44.5344,-22261,-870.964263586237,0.0232823170103976,-891.242329675779,0.0230154186039877,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0232823170103976,0.0245313211695043,0.0233421306288348,0.0245416380256875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +548.1502,-44.5472,-22304,-872.646643683007,0.0232202052091555,-892.909677824407,0.0229547181644947,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0232202052091555,0.024460905473723,0.0232796723273939,0.0244701652144537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +549.1501,-44.5552,-22364.5,-875.013713354045,0.0230008836347414,-895.139801953704,0.0227403507371921,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0230008836347414,0.0242891613432661,0.0230626378339,0.0242961659676548,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +550.1493,-44.5656,-22407.5,-876.696093450815,0.0228210253594591,-896.703197231995,0.0225645208910506,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0228210253594591,0.0240805794068156,0.0228808458020468,0.0240939158894873,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +551.1494,-44.576,-22456.5,-878.613224258763,0.0226427970900107,-898.507485216254,0.0223902540397444,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0226427970900107,0.0239128706460732,0.022700687404053,0.0239225592792777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +552.1494,-44.5896,-22496.5,-880.178228999945,0.0224405905768505,-899.92994827159,0.0221925051214964,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0224405905768505,0.0237065171973754,0.0225064788270059,0.023717943822405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+560.1498,-44.652,-22828,-893.14820579249,0.0209886414330324,-911.894173230425,0.0207714141774847,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0209886414330324,0.0222279607454894,0.0210466584230053,0.0222271967871225,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +561.1498,-44.6632,-22884,-895.339212430144,0.0208286005970968,-913.987875284771,0.020614651042206,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0208286005970968,0.0220814527330972,0.0208863221459463,0.0220882295108429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +562.1499,-44.6704,-22928.5,-897.080280204709,0.0205950808139734,-915.555721072147,0.0203858697399527,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0205950808139734,0.0217889637155516,0.0206445929699216,0.0217941138426483,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +563.1499,-44.684,-22961.5,-898.371409116184,0.0203991369548059,-916.697410527027,0.0201938614941051,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0203991369548059,0.0216191168111545,0.0204499834556016,0.0216255914527515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +564.15,-44.692,-22989.5,-899.466912435011,0.0202010054562301,-917.637048440809,0.0199996720543607,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0202010054562301,0.0214279637569592,0.0202529073802552,0.0214304164921851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +565.15,-44.7048,-23030.5,-901.071042294723,0.0200126968875468,-919.103903938313,0.0198150751476722,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0200126968875468,0.0212331969388408,0.0200631599248194,0.0212362961402111,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +566.15,-44.7128,-23080,-903.007735661935,0.0198267475378331,-920.911442061615,0.0196327575140596,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0198267475378331,0.02101448893473,0.0198754401579392,0.0210202428930957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +567.1501,-44.7312,-23116,-904.416239928999,0.0196537953398991,-922.191451610645,0.0194631533479866,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0196537953398991,0.0208855980214643,0.0197008606486003,0.020890382007676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +568.1501,-44.7288,-23142.5,-905.453055570032,0.019458966747881,-923.072236470137,0.0192720618142241,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.019458966747881,0.0206650078486435,0.0195121597668146,0.0206732291860375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +569.1502,-44.7368,-23182,-906.998497751949,0.019258561820116,-924.465984391657,0.0190754627997924,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.019258561820116,0.0204524733579018,0.0193050721351175,0.0204554410238805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +570.1502,-44.7416,-23198,-907.624499648422,0.0190944888644865,-924.955125550094,0.0189144769922269,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0190944888644865,0.0202969309357013,0.0191421500709824,0.0202962778297355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +571.1503,-44.7632,-23242.5,-909.365567422987,0.0189193919220341,-926.570210993465,0.0187426460301968,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0189193919220341,0.0201060037417514,0.0189600338828114,0.0201112275627808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +572.1493,-44.7656,-23285,-911.028384960492,0.0187007995607561,-928.065344181798,0.0185280894970116,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0187007995607561,0.0199058162777478,0.0187478342384739,0.0199029467375355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +573.1493,-44.7784,-23318,-912.319513871967,0.0185607048488384,-929.25280709678,0.0183905571165729,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0185607048488384,0.0197561462219227,0.0186051825117923,0.0197522416066853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +574.1494,-44.7816,-23343,-913.297641835206,0.0183123434336501,-930.022261909635,0.0181466917302362,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0183123434336501,0.0194715623129594,0.0183538446876659,0.0194734305765069,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +575.1494,-44.7944,-23395.5,-915.351710558007,0.018174607940702,-931.98786902525,0.0180114239907938,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.018174607940702,0.0193753458485004,0.0182165585995955,0.0193820477216533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +576.1495,-44.8072,-23412,-915.997275013745,0.0179780635530693,-932.46513223838,0.0178183693235337,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0179780635530693,0.0191510063956092,0.018022907940904,0.0191559801981666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +577.1495,-44.8128,-23460,-917.875280703163,0.0177801465289454,-934.195237689362,0.0176239287227125,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0177801465289454,0.0189473331551546,0.0178254006947922,0.0189581383877974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +578.1496,-44.8208,-23487.5,-918.951221462725,0.0176001166741017,-935.124870178277,0.0174470282598675,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0176001166741017,0.0187635807883275,0.0176444898219438,0.0187698058494451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +579.1496,-44.8288,-23504,-919.596785918463,0.0174201726090387,-935.61632065988,0.0172701808186113,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0174201726090387,0.0185906697132703,0.0174615195374396,0.0185944293250937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +580.1497,-44.8368,-23543.5,-921.14222810038,0.0172482069935828,-937.030279921185,0.0171011452965683,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0172482069935828,0.0184243612860482,0.0172894050728419,0.018429390055096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +581.1497,-44.8472,-23586.5,-922.824608197151,0.0170297862118663,-938.540113985798,0.016886404948115,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0170297862118663,0.0182069105706359,0.0170787417770187,0.0182138643789487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +582.1497,-44.8552,-23619.5,-924.115737108626,0.0168422497512096,-939.679925152033,0.0167019917127962,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0168422497512096,0.01799268965673,0.0168809087035922,0.0180000725321953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +583.1498,-44.8632,-23639,-924.878676919952,0.0166440753577433,-940.272427315378,0.0165070807447246,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0166440753577433,0.0178037500329379,0.0166915482301583,0.0178076537793211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +584.1498,-44.876,-23688.5,-926.815370287164,0.0164407964723241,-942.052953157477,0.0163071098641055,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0164407964723241,0.0176044509525656,0.0164838984240116,0.0176072069544511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +585.1499,-44.8864,-23699.5,-927.245746590989,0.0162530455372155,-942.316313934522,0.0161223787139811,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0162530455372155,0.0174136065740388,0.016295977884112,0.0174160019498516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +586.1499,-44.9024,-23740.5,-928.849876450701,0.0160453913729796,-943.753636245096,0.0159180247065312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0160453913729796,0.0171954556918663,0.016089498596887,0.017198807059882,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +587.15,-44.9,-23767,-929.886692091734,0.015844814865653,-944.620574573962,0.0157205962161902,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.015844814865653,0.0169809788030159,0.0158866574702374,0.016989956708796,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +588.15,-44.9048,-23798,-931.09957076615,0.015676152156755,-945.695629310569,0.0155545504681784,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.015676152156755,0.0168257751711832,0.0157156623639938,0.0168302712330863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +589.1501,-44.9208,-23834.5,-932.527637592478,0.0154921759719981,-946.974519852812,0.0153733974020221,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0154921759719981,0.0166254973630815,0.0155304698744221,0.0166333978212705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +590.1501,-44.9256,-23859,-933.486202996452,0.0152911748052571,-947.760303704766,0.0151754430832412,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0152911748052571,0.0164296690018105,0.0153341764940084,0.0164369406426064,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +591.1502,-44.9336,-23874,-934.073079774395,0.0150810155794242,-948.159850442793,0.0149684276132906,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0150810155794242,0.016206809686393,0.0151220364170682,0.0162096574511869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +592.1502,-44.9552,-23915,-935.677209634107,0.0149030875742081,-949.621689030475,0.0147931277127689,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0149030875742081,0.0160625610293204,0.0149436160290905,0.0160601266392639,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +593.1502,-44.9496,-23952.5,-937.144401578965,0.0147039952300881,-950.924168389686,0.0145969396461767,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0147039952300881,0.0158205389778319,0.0147411034873018,0.0158212378036745,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +594.1503,-44.96,-23979,-938.181217219998,0.0145008192924058,-951.785613514435,0.0143966878658665,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0145008192924058,0.0156079111315221,0.0145394259821262,0.0156174147331801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +595.1501,-44.9656,-24022,-939.863597316768,0.0143037901925122,-953.307209022367,0.01420245614972,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0143037901925122,0.0154069211107807,0.0143425118318731,0.0154125284216799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +596.1494,-44.9784,-24042,-940.646099687359,0.0140710382279261,-953.881966915009,0.0139729601390749,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0140710382279261,0.0151555311291883,0.0141122273168442,0.0151627339479585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +597.1494,-44.9944,-24069.5,-941.722040446922,0.0138746911567893,-954.788142913665,0.0137793187916707,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0138746911567893,0.0149652363439247,0.0139122277699904,0.0149725237299593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +598.1495,-45,-24094,-942.680605850896,0.0137211188703201,-955.615238500522,0.0136278366412309,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0137211188703201,0.0147892912129071,0.0137552608897307,0.0147958098701645,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +599.1495,-45,-24122,-943.776109169723,0.0134987260217563,-956.515884293284,0.0134084299005004,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0134987260217563,0.0145998998686245,0.0135377671006332,0.0146080159176837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +600.1495,-45.0184,-24146.5,-944.734674573697,0.0132730088191893,-957.274146241108,0.0131856942074571,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0132730088191893,0.0143466954763956,0.0133119822759968,0.0143484979374665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +601.1496,-45.0288,-24173,-945.77149021473,0.0130789265982636,-958.141166113979,0.0129941359513349,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0130789265982636,0.0141375790040315,0.013116520474659,0.0141419584903877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +602.1496,-45.0336,-24189.5,-946.417054670467,0.0128653482207199,-958.593039640831,0.0127832926611324,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0128653482207199,0.0139111164648354,0.0129009660460037,0.0139259720349019,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +603.1497,-45.0416,-24220.5,-947.629933344883,0.0126673810095741,-959.63392276664,0.0125878209129653,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0126673810095741,0.0137108537140834,0.0127008416282581,0.0137233499221737,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +604.1497,-45.0576,-24262,-949.253625763859,0.0124675513022889,-961.088494041954,0.0123904713885012,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0124675513022889,0.0134977771587533,0.0125032221618738,0.0135053321776767,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +605.1498,-45.0624,-24285,-950.153503490039,0.0122863662880477,-961.827437463789,0.0122115014769966,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0122863662880477,0.0133241433309115,0.0123184896736859,0.0133360291168989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +606.1498,-45.076,-24300,-950.740380267982,0.0120650415222538,-962.211102432799,0.0119928390789349,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0120650415222538,0.0130933442750074,0.0120980623179339,0.0130968981650311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +607.1499,-45.0736,-24342.5,-952.403197805488,0.0118643749356576,-963.702866434171,0.0117945450222132,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0118643749356576,0.0128696372308027,0.0118933313452482,0.0128814103951326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +608.1499,-45.084,-24363.5,-953.224825294608,0.0116292294361895,-964.310095492231,0.0115621296589836,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0116292294361895,0.0126180515036645,0.0116564247353208,0.0126255166135674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +609.15,-45.0944,-24397,-954.535516765348,0.011475850176727,-965.489623344112,0.0114105020828363,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.011475850176727,0.0124701808011263,0.0115081032065483,0.0124841891816327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +610.15,-45.1072,-24415,-955.23976889888,0.0112462123811811,-965.982598214867,0.0111834439014054,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0112462123811811,0.0122340213287359,0.0112752368459348,0.0122401697205859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +611.15,-45.1152,-24438,-956.13964662506,0.0110289368930371,-966.684850448619,0.0109685616792132,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0110289368930371,0.0120278862116084,0.0110635934781761,0.0120359009375558,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +612.1501,-45.1288,-24467.5,-957.293837621681,0.0108502153323496,-967.680681896207,0.0107917740992469,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0108502153323496,0.0118502847721258,0.010880426364212,0.0118547893620146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +613.1501,-45.1368,-24484,-957.939402077419,0.0106279683264128,-968.120351701321,0.0105718884644388,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0106279683264128,0.0116086895965006,0.0106574920525716,0.0116201214678657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +614.1502,-45.1416,-24513.5,-959.09359307404,0.0104493926083524,-969.115538576226,0.0103951750718921,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0104493926083524,0.011406619963787,0.0104791989950252,0.0114241934872638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +615.1502,-45.1496,-24545,-960.326034307721,0.0102257257815449,-970.14606499543,0.01017379675562,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0102257257815449,0.0111553880843662,0.0102504751521089,0.0111696586321617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +616.1502,-45.16,-24571,-961.343287389489,0.0100235707422531,-970.979379838228,0.00997366794942339,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0100235707422531,0.0109597178252669,0.0100487418263599,0.0109689342526533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +617.1493,-45.1624,-24597.5,-962.380103030522,0.00984958906695036,-971.859151571582,0.00980139804733755,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00984958906695036,0.0107879134654114,0.00987601582971004,0.0107941416328172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +618.1494,-45.1864,-24628.5,-963.592981704938,0.00961055729041545,-972.853647260256,0.0095646696542744,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00961055729041545,0.0105335195425576,0.00963481988026448,0.0105446566199008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +619.1494,-45.1808,-24635,-963.84729497538,0.00939501046635314,-972.90265039964,0.00935115184300783,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00939501046635314,0.0103234695145132,0.00942158400690569,0.0103331931430158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+623.1496,-45.2288,-24735.5,-967.7793693876,0.00854676400947111,-976.050751270991,0.0085104472026939,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00854676400947111,0.00945089610052285,0.00856754450678671,0.00945620679905235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +624.1496,-45.2312,-24753.5,-968.483621521131,0.0083913558216944,-976.610512196798,0.00835634412282611,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0083913558216944,0.00927141249233007,0.00841076887093439,0.00928044066040616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +625.1497,-45.2496,-24770,-969.129185976869,0.00816088157578663,-977.038134495265,0.00812776165157924,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00816088157578663,0.00902718228051076,0.008182556602041,0.0090419509454554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +626.1497,-45.244,-24801,-970.342064651285,0.00794469132836885,-978.051132837872,0.00791329842985936,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00794469132836885,0.00879575081592015,0.00796397301546097,0.00881275740728467,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +627.1498,-45.2624,-24819,-971.046316784817,0.00777740125596221,-978.598533628577,0.00774731317484199,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00777740125596221,0.00863124927065958,0.00779214898097554,0.00863803007469101,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +628.1498,-45.2704,-24837.5,-971.770131477613,0.00759325349164403,-979.149028421531,0.00756456985227078,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00759325349164403,0.00846381154221136,0.00761589451587168,0.00848044889368235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +629.1498,-45.2728,-24852.5,-972.357008255557,0.00738847328506218,-979.541242034596,0.00736131222013882,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00738847328506218,0.00823493982706627,0.00740465626091405,0.00824150723075438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +630.1499,-45.2888,-24895,-974.019825793062,0.0071573985106892,-980.991273843575,0.00713190590219737,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0071573985106892,0.00798807457905296,0.00717657058719201,0.00800548518108399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +631.1499,-45.2888,-24891.5,-973.882887878209,0.00694159431728492,-980.643187798406,0.00691761236945795,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00694159431728492,0.00775001788060276,0.00695563332746818,0.00776521175135606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +632.15,-45.3048,-24926.5,-975.252267026743,0.00674183281287525,-981.827254761415,0.00671920828828637,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00674183281287525,0.00755698265769742,0.00675557906782657,0.00757186573642404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +633.15,-45.3152,-24955.5,-976.3868954641,0.00653190521945017,-982.764562122785,0.00651066477011474,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00653190521945017,0.00730680479275432,0.00654737954776943,0.00732459731310342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +634.1501,-45.3232,-24954,-976.328207786306,0.00631279811948792,-982.491570660422,0.00629295587238988,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00631279811948792,0.00709020481759897,0.00632322483658641,0.00710765143057982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+647.1496,-45.4544,-25242,-987.596241922815,0.00363156720771413,-991.182764049444,0.00362498898887412,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00363156720771413,0.00429006478424692,0.0036356203754422,0.00431126491165776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +648.1497,-45.444,-25258,-988.222243819288,0.00341739302014325,-991.599387617666,0.00341156700203889,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00341739302014325,0.00406480683302528,0.00341901640867119,0.00408994462662916,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +649.1497,-45.4624,-25256.5,-988.163556141493,0.00322170653031792,-991.347129123336,0.00321652795342318,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00322170653031792,0.00386281248706,0.00322021478769954,0.00387785680119631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +650.1498,-45.4576,-25296,-989.70899832341,0.00303013794996733,-992.707953118654,0.00302555633491985,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00303013794996733,0.00364485735043347,0.00302605919153088,0.00366428534899322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +651.1498,-45.4704,-25307.5,-990.1589371865,0.00276873648810943,-992.900426364916,0.00276491059753411,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00276873648810943,0.0033860967961723,0.00276254188411117,0.00340755750928611,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +652.1499,-45.484,-25321,-990.687126286649,0.00260625064342324,-993.269105246965,0.00260286026172708,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00260625064342324,0.00322144467741504,0.00260684020056094,0.00324919459989134,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+701.15,-45.4864,-16220.5,-634.62898510851,-0.000420112556192434,-634.362369503342,-0.000420200828196039,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-0.000420112556192434,-0.000106681322487023,-0.000452616691869041,-7.35056142002258e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +702.1501,-45.4656,-15867.5,-620.81781826758,-0.000291599464671915,-620.636788124114,-0.000291641988062575,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-0.000291599464671915,5.54110468245817e-05,-0.000322087486407873,8.4867397474705e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +703.1501,-45.4496,-15472.5,-605.36339644841,-0.000281862324559941,-605.192767314284,-0.00028190205521085,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-0.000281862324559941,5.88742372510679e-05,-0.000321054807466064,9.54529241679888e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +704.1502,-45.4472,-15129,-591.92391823351,-0.000214860505816596,-591.796737161033,-0.00021488359164201,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-0.000214860505816596,0.000142442527978288,-0.000250154060913015,0.000171621888577741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +705.1502,-45.4496,-14744.5,-576.8803101589,-6.33986479531549e-05,-576.843736727205,-6.34006577323543e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-6.33986479531549e-05,0.000288348246383463,-9.73591255471198e-05,0.000320355553588637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +706.1502,-45.4336,-14359.5,-561.817139525024,-5.11307093100439e-05,-561.788413416177,-5.11320165293423e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-5.11307093100439e-05,0.000327647929049695,-8.01992721348213e-05,0.000359538800523984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +707.1503,-45.4152,-13988,-547.282157991298,-2.77529940633785e-05,-547.266969272816,-2.77533791847889e-05,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,-2.77529940633785e-05,0.000297533229688439,-5.7471898082023e-05,0.000320989748854676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +708.1493,-45.4152,-13628,-533.197115320661,0.000125467554304829,-533.264014258683,0.00012545968390948,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000125467554304829,0.000465799112369148,9.18373115371035e-05,0.000499397615349686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +709.1494,-45.3912,-13261,-518.838196820317,0.000241970076524361,-518.963740138505,0.000241940806486965,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000241970076524361,0.000608768647586398,0.000213189684338475,0.000638746418951968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +710.1494,-45.3944,-12950.5,-506.689847516893,0.000248575889639988,-506.815798396511,0.000248544999772424,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000248575889639988,0.000603724435443428,0.000215933441121869,0.000637866046540339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +711.1495,-45.3912,-12575.5,-492.017928068313,0.000329775917092676,-492.180183731768,0.000329721552966511,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000329775917092676,0.0006499504989629,0.000295363089334079,0.000679323500115706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +712.1495,-45.3784,-12211,-477.756822364293,0.000489430699015044,-477.990651219822,0.000489310966875975,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000489430699015044,0.000848556941249905,0.000463883279260009,0.000877220456638735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +713.1496,-45.376,-11857,-463.906530404834,0.000435254452489463,-464.108447787732,0.000435159756747113,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000435254452489463,0.000722225777429699,0.000396199633894231,0.000754511581195975,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +714.1496,-45.3656,-11495.5,-449.762800056403,0.000511521567550786,-449.992863428914,0.000511390784990652,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000511521567550786,0.000839221384447968,0.000474494115678434,0.000866867320784787,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +715.1497,-45.352,-11137,-435.73644506356,0.000674951099824963,-436.030545856389,0.000674723422772874,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000674951099824963,0.00103300947483731,0.000643117260552929,0.00105994257189721,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +716.1497,-45.344,-10795.5,-422.37521708572,0.000741095020761126,-422.688237255995,0.000740820545446063,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000741095020761126,0.0010839786035061,0.000710082386082432,0.00110911434093948,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +717.1498,-45.336,-10433.5,-408.211924178024,0.000780258055660283,-408.53043482028,0.000779953812591916,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000780258055660283,0.00114021780456316,0.000746130687427186,0.0011671499329998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +718.1498,-45.3256,-10080,-394.38119477783,0.000924299097491474,-394.745720960231,0.000923872196116672,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.000924299097491474,0.00126173061648544,0.00088515668511527,0.00129214269428771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" 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+731.1494,-45.2072,-5734.5,-224.362992207685,0.00187068906351869,-224.782705603466,0.00186894150382034,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00187068906351869,0.00223353196487119,0.00183508058013087,0.00226155467089718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +732.1494,-45.2048,-5396,-211.119139585433,0.00195647884424012,-211.532189715646,0.00195456743219157,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00195647884424012,0.00229496595156805,0.00191936718682038,0.00232222047529927,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +733.1495,-45.1808,-5080,-198.755602130097,0.00206109948182957,-199.165257198658,0.00205897833039522,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00206109948182957,0.00242332985759496,0.00202904883521635,0.00244494175943135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +734.1495,-45.1784,-4735,-185.257436237403,0.00209078274595918,-185.644769288649,0.0020886001014745,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00209078274595918,0.00240992881637936,0.00205154600949909,0.00244139281235719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +735.1495,-45.1656,-4419,-172.893898782066,0.00222122610754608,-173.277935223876,0.0022187628318228,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00222122610754608,0.0025640407903602,0.00218250824103963,0.00258938712825227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +736.1496,-45.1576,-4085.5,-159.845671752463,0.00220458289008611,-160.198064785463,0.00220215636289225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00220458289008611,0.00252436467395184,0.00216509268912586,0.0025473320426747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +737.1496,-45.1552,-3770,-147.501696856391,0.00242403314917129,-147.85924585913,0.00242109992002408,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00242403314917129,0.00273930834064236,0.00239134502690185,0.00277181320697673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +738.1497,-45.1368,-3451,-135.020784045465,0.00242364709515795,-135.348026776503,0.00242071479948128,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00242364709515795,0.00276565870258334,0.00238582713877218,0.00278601711051031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +739.1497,-45.1392,-3130,-122.461620997481,0.00252595140866814,-122.770953101547,0.00252276655547091,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00252595140866814,0.00287964283966561,0.00249407896959361,0.00291470813704854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +740.1498,-45.1368,-2824.5,-110.508897286704,0.00262490992073026,-110.798973187521,0.00262147086151682,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00262490992073026,0.00298308683197118,0.00259012421071822,0.00300924641682698,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +741.1498,-45.1208,-2509,-98.1649223906324,0.00274269928966041,-98.4341592535428,0.00273894495307451,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00274269928966041,0.0031170972441285,0.00271152250542518,0.00314104924244154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +742.1498,-45.0968,-2198,-85.9970105279434,0.00280892900037738,-86.2385700247611,0.00280499133134457,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00280892900037738,0.00314540506152796,0.00277072397672686,0.00316807680697232,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +743.1497,-45.0968,-1895.5,-74.1616621727556,0.00289531930956387,-74.3763838652737,0.00289113594544962,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00289531930956387,0.00324388012843918,0.0028641531512603,0.00326949289825601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +744.1497,-45.0888,-1580,-61.8176872766836,0.00297167221440569,-62.0013891803225,0.00296726552453088,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00297167221440569,0.00332293121426226,0.00293442390031305,0.00334363299090715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +745.15,-45.0808,-1269,-49.6497754139946,0.00301842764489887,-49.7996396686672,0.00301388133834251,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00301842764489887,0.00340386446879548,0.00300151789887518,0.00342709501217552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +746.15,-45.0704,-975,-38.1469905663079,0.00309649634535521,-38.2651125831828,0.00309171207432107,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00309649634535521,0.00344391701894584,0.00305744885583652,0.00346509807734877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +747.1501,-45.0552,-705,-27.5832085633303,0.00323135788064908,-27.672339781695,0.00322614826351407,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00323135788064908,0.0035835739372333,0.00319847758593602,0.00360661225632844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +748.1501,-45.0576,-412.5,-16.139111393438,0.00329728732713353,-16.1923266809068,0.00329186319528503,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00329728732713353,0.0036612698615852,0.00325916839004068,0.00368601260513279,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +749.1502,-45.0368,-121.5,-4.75370190133991,0.00340289454720138,-4.769878247619,0.00339711780294312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00340289454720138,0.00376975806603402,0.00336954597829919,0.0037884702468712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +750.15,-45.0312,146.5,5.73182986457858,0.00346972478638341,5.75171773673104,0.00346371917919676,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00346972478638341,0.00383736556609985,0.00343725005291508,0.00385659780689717,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +751.1502,-45.0208,419.5,16.4129872231448,0.00354719295837484,16.4712072558486,0.00354091650757506,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00354719295837484,0.00387011530165511,0.00351203166059812,0.00389499459858071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +752.1501,-45.0128,682.5,26.7028933964155,0.00364409251569937,26.8002012103889,0.00363746889707678,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00364409251569937,0.00399238098106152,0.00361368488358535,0.00401826126021703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +753.1493,-45.0128,973.5,38.0883028885136,0.00375071634466891,38.2311613086982,0.00374369994699201,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00375071634466891,0.00412631610647035,0.00371484830481778,0.00414638760659575,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +754.1494,-45,1249.5,48.8868356026685,0.00381193164270264,49.0731888782139,0.00380468464215363,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00381193164270264,0.00418172715329507,0.00377702174439504,0.0042010756888479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +755.1494,-44.9864,1511,59.1180540981449,0.00392272056552611,59.3499577047496,0.00391504675879505,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00392272056552611,0.00428313840339394,0.00389231867281463,0.00430696283353687,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +756.1495,-44.976,1767.5,69.1536470009736,0.00399922360248443,69.4302078982578,0.00399124796494004,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00399922360248443,0.00436572796639186,0.00396940841012947,0.00438581949379221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +757.1495,-44.96,2035.5,79.6391787668921,0.00413107820596393,79.9681744426369,0.00412256872988282,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00413107820596393,0.00449077925548937,0.00409274229490899,0.00451264897048169,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +758.1496,-44.9624,2292,89.6747716697208,0.00420763700627976,90.052090557528,0.00419880965455648,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00420763700627976,0.00457193837026776,0.00417373064625326,0.00459794161689159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +759.1496,-44.9496,2599.5,101.705745617556,0.00431877337771525,102.14498968409,0.00430947424026897,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00431877337771525,0.00466250832859643,0.00428321987516984,0.00468978288118265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +760.1496,-44.9472,2854,111.663088283326,0.00434540681514009,112.148309828152,0.00433599279691871,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00434540681514009,0.00474021178162326,0.00431658387261957,0.00476286931023594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +761.1497,-44.9392,3093,121.013991611888,0.00447479067293504,121.555503892848,0.00446480856463713,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00447479067293504,0.00482763475386869,0.00443886619247212,0.00485237985297727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +762.1497,-44.9256,3326,130.130144229272,0.00455460519542889,130.722835660261,0.00454426436822066,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00455460519542889,0.00493286304211154,0.00452827241122632,0.00495347735809042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +763.1498,-44.9128,3572.5,139.774485946805,0.00464698363130975,140.424015695075,0.00463621973642228,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00464698363130975,0.00501680776658089,0.00462653423042517,0.00504124824582098,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +764.1498,-44.9104,3837,150.12307979787,0.00478182800864743,150.840942545592,0.00477043138578153,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00478182800864743,0.00517627262837329,0.00475983182079562,0.00519764832078156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +765.1499,-44.8968,4046,158.300229570545,0.00496930870594688,159.086872279503,0.00495700244367855,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00496930870594688,0.00537882409627657,0.00496418693328563,0.00539396364157456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +766.1499,-44.8944,4292.5,167.944571288079,0.00493902062386313,168.774052989337,0.00492686367402022,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00493902062386313,0.00529902014296949,0.00494030749156257,0.00532513353908016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +767.1499,-44.884,4526.5,177.099849023993,0.0049913481006142,177.983816019038,0.00497893261887252,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0049913481006142,0.00532756134928906,0.00499216672371528,0.00535257558329696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +768.15,-44.876,4751.5,185.903000693141,0.00517621092275473,186.865273835902,0.00516286039328286,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00517621092275473,0.00557438142525333,0.00517936592885827,0.00559612673114217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +769.15,-44.8576,5001.5,195.684280325527,0.00524020409388825,196.709705892398,0.00522652200157167,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00524020409388825,0.00560428532171913,0.0052338120109184,0.00562575930515572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +770.1501,-44.8496,5220,204.233118724233,0.00535288296558103,205.326354706459,0.00533860720920136,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00535288296558103,0.00572977327395713,0.00535831412350254,0.00575153929590066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +771.1501,-44.8496,5457,213.505771815736,0.005439172900724,214.667066623944,0.00542443402052582,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.005439172900724,0.00579340563370737,0.00544063388085647,0.0058207757881201,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +772.1502,-44.8336,5664,221.604671351352,0.00553960485227001,222.832273664056,0.00552431767195032,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00553960485227001,0.0059290949403539,0.00554641180739604,0.00595244683124818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +773.1502,-44.8312,5884,230.212197427852,0.00566103170790288,231.515435977037,0.00564506828586033,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00566103170790288,0.0060335929471374,0.00566123964420987,0.00605518519131397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +774.1503,-44.8184,6103,238.780598385823,0.00577919426237942,240.160557849982,0.00576255878156277,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00577919426237942,0.00616719681085327,0.00576557104743529,0.00618945745923847,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +775.1493,-44.8184,6311.5,246.938185599233,0.00588312000274529,248.390952578374,0.00586588202793606,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00588312000274529,0.00627247027114515,0.00587225603780025,0.00629184954727636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +776.1494,-44.8048,6524,255.252273286762,0.00595263117257464,256.771695925599,0.0059349842593844,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00595263117257464,0.00633662813239912,0.00593267472123779,0.00635354791426732,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +777.1494,-44.7944,6729.5,263.292485144584,0.00609713547922166,264.897815097171,0.00607862315867063,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00609713547922166,0.00648992332044677,0.00607903025708676,0.00650648494575343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +778.1494,-44.7888,6938,271.450072357994,0.00617399883325895,273.12600478802,0.00615501778836449,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00617399883325895,0.00656943583875074,0.00615709826455413,0.00658891104141603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +779.1495,-44.776,7135.5,279.17728326758,0.00625708194639838,280.924118406558,0.00623758768502334,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00625708194639838,0.00664315888138942,0.00623667323480097,0.00666307365017733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +780.1495,-44.7656,7344.5,287.354433040255,0.00637747932466276,289.187029995819,0.00635722925406406,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00637747932466276,0.00676707409345341,0.006364869501659,0.00678764309048845,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +781.1496,-44.7632,7554.5,295.57070793146,0.00654326807590676,297.504706308841,0.00652195382340743,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00654326807590676,0.00694182969384634,0.00653479840053712,0.00696639216824899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +782.1496,-44.7496,7760.5,303.630482348546,0.00657260818091344,305.626126540805,0.0065511027714186,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00657260818091344,0.00696546973284483,0.00656557676765062,0.00698468979300808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +783.1496,-44.7336,7933,310.379565294893,0.00671152328334637,312.462684974045,0.00668910127891424,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00671152328334637,0.00708841299298703,0.00669742570134418,0.00710803457149976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +784.1497,-44.7336,8148.5,318.81102833801,0.00683449006554321,320.989939143972,0.00681124080940878,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00683449006554321,0.00722456154879883,0.00682378145172752,0.00724351730117394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +785.1498,-44.7232,8350.5,326.714302280979,0.00695146872104582,328.985446534004,0.00692741865355732,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00695146872104582,0.00736096607955552,0.00693035575234064,0.00737585787884797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +786.1498,-44.7024,8534.5,333.913324090415,0.00701986462372602,336.257350421588,0.00699534007981999,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00701986462372602,0.00740979706456955,0.00701624131659237,0.0074267254309808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +787.1498,-44.7048,8735,341.757910355589,0.00713393500566203,344.195989075737,0.00710860886999773,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00713393500566203,0.00754071319136745,0.00712110022849968,0.00755449296791115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +788.1499,-44.6896,8927.5,349.289495672527,0.00725830874026283,351.824746671849,0.00723209399077798,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00725830874026283,0.00761995249406173,0.00724540721858497,0.007640543020282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +789.1499,-44.6816,9100,356.038578618874,0.00733703373254174,358.650845680287,0.00731024863618914,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00733703373254174,0.00773748263699349,0.0073310987103425,0.00775079679906136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +790.15,-44.676,9297.5,363.765789528459,0.00742115919151693,366.465353360978,0.00739375787250298,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00742115919151693,0.0078114819819988,0.00740812604895888,0.00782601132029312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +791.15,-44.6704,9478,370.827873423043,0.00759774029717576,373.645327300265,0.00756902283518467,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00759774029717576,0.00798129124302175,0.00758590235326442,0.00800150505000159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +792.1501,-44.6552,9675.5,378.555084332628,0.00768851446415698,381.465610574,0.00765910846627359,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00768851446415698,0.00809041185615719,0.00767717740164419,0.00810696686913285,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +793.1501,-44.6448,9849.5,385.362854956769,0.00784192375004284,388.384841081439,0.00781133567482728,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00784192375004284,0.00822547628279202,0.00782502316493763,0.00824355398286565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +794.1501,-44.6312,10035.5,392.640127003265,0.00796059675371469,395.765776723665,0.007929078363014,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00796059675371469,0.00835126538202368,0.00795345542410014,0.00837895983555562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +795.1502,-44.6312,10210,399.467460186671,0.00807695343330697,402.69394026072,0.00804450942699465,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00807695343330697,0.00849359497987951,0.00806570782877281,0.00851298060688609,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +796.1502,-44.6104,10386,406.353481047871,0.00814750265948314,409.664247115399,0.00811449094714902,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00814750265948314,0.00856886667093286,0.00813579153079075,0.0085800295239264,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +797.1503,-44.6128,10570,413.552502857307,0.00824254915754438,416.961229691334,0.00820876486805644,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00824254915754438,0.00865681966188717,0.00823245340991005,0.0086705438185162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +798.1493,-44.6048,10749,420.555899074096,0.00836697865550254,424.074681305095,0.00833216951967578,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00836697865550254,0.00877267091032958,0.00836057560906251,0.00878679930198168,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +799.1494,-44.592,10912,426.933293394412,0.00856869187742356,430.591553237722,0.00853218901017365,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00856869187742356,0.00899933499215127,0.0085734696604959,0.00901229103061413,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +800.1494,-44.584,11076.5,433.369375392523,0.00859363954565718,437.093595594773,0.00855692441976001,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00859363954565718,0.00898823569269447,0.00857498566788385,0.00899771836879489,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +801.1495,-44.5736,11255.5,440.372771609312,0.00882824028001772,444.260488249856,0.00878949921015367,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00882824028001772,0.00925137642997772,0.00880917070046878,0.00926753830510703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +802.1495,-44.5712,11407,446.300227066538,0.00885687261933355,450.253051327646,0.00881788058555741,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00885687261933355,0.00927408517189844,0.00885221198111987,0.00929321869073999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +803.1495,-44.56,11573,452.794996742443,0.00897668662708892,456.859595534514,0.00893663568044317,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00897668662708892,0.00939516884935502,0.00898148907716759,0.00941127328524465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +804.1496,-44.5448,11729,458.898515233052,0.00912398510689389,463.085498451614,0.00908261301658864,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00912398510689389,0.00955501014488928,0.00911567794911804,0.00957172452654902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +805.1496,-44.5416,11886.5,465.060721401456,0.00922281150269374,469.349888772248,0.00918054107934271,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00922281150269374,0.00965419290723534,0.0092172064387496,0.00966887898965779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +806.1497,-44.5448,12023.5,470.420862640003,0.00936747108884375,474.827516470372,0.00932386841787719,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00936747108884375,0.00979736571667324,0.00936782893584741,0.00980922279249199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +807.1497,-44.5288,12193,477.052570230762,0.00945712891630347,481.564117887288,0.0094126902278733,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00945712891630347,0.00988478868891881,0.00945048014408796,0.00990413731673782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +808.1498,-44.5152,12347.5,483.097401043576,0.00954299612230169,487.707597668429,0.0094977493667858,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00954299612230169,0.00997486928338303,0.00954545838421694,0.00998762050300063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +809.1498,-44.5,12495.5,488.887918585949,0.00970517398167521,493.632660893365,0.00965838129120529,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00970517398167521,0.0101248329575269,0.00970736551106919,0.0101420597036261,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +810.1498,-44.484,12645,494.737123806117,0.00981552623451495,499.593229024024,0.0097676668785606,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00981552623451495,0.0102555909821532,0.009811695222587,0.0102693368235634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +811.1499,-44.4896,12793,500.52764134849,0.00993661422051398,505.501191427274,0.00988757068627907,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.00993661422051398,0.0103735050875019,0.00993818957210737,0.0103884157411272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +812.1499,-44.4736,12940.5,506.298596331598,0.0100325229058713,511.378048596505,0.00998253123163262,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0100325229058713,0.010466085202013,0.0100378335108686,0.0104831840959703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +813.15,-44.4712,13087.5,512.049988755441,0.0101746336776363,517.259909815665,0.0101232205382082,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0101746336776363,0.0106092881261505,0.0101734306513134,0.0106186998104884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +814.15,-44.4496,13235.5,517.840506297814,0.0103225867334682,523.185959838176,0.0102696726635581,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0103225867334682,0.0107501270463879,0.0103181941100703,0.0107724489493915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +815.1501,-44.4552,13388,523.80708687357,0.0104341649222744,529.272576405465,0.0103801047468141,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0104341649222744,0.0108676647179946,0.0104312562624002,0.0108830123790422,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +816.1501,-44.4392,13540.5,529.773667449326,0.0105531510586459,535.364448988812,0.0104978552498164,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0105531510586459,0.0109972030972967,0.0105501602243544,0.0110129760423385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +817.1502,-44.4344,13692,535.701122906552,0.0106872319069352,541.42628503986,0.0106305270978716,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0106872319069352,0.0111199807265923,0.010685198936504,0.0111364013250529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +818.1502,-44.4232,13828.5,541.041701585835,0.0107926847053978,546.880994083523,0.0107348593721542,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0107926847053978,0.0112282129560964,0.0107903563250849,0.0112433039196546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +819.1503,-44.4184,13966.5,546.440967942912,0.0109565002916853,552.428048567567,0.0108969126949518,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0109565002916853,0.0114042936032613,0.0109559270217621,0.0114180505723812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +820.1503,-44.4024,14111.5,552.114110129697,0.0110564882811159,558.218553318185,0.0109958121481968,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0110564882811159,0.0114842104866911,0.0110570881748678,0.0114996672179413,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +821.1494,-44.392,14243,557.259063216332,0.011210631069627,563.506288984256,0.0111482576756294,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.011210631069627,0.0116527699876905,0.0112152759366469,0.0116729100578961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +822.1494,-44.384,14381,562.658329573409,0.011318863456985,569.026982378786,0.0112552844337105,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.011318863456985,0.0117677704958761,0.0113187751139327,0.0117873938629948,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +823.1494,-44.376,14511,567.744594982251,0.0114470548368278,574.243598494325,0.011382033039523,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0114470548368278,0.0118966689378169,0.0114471073904091,0.0119096048067878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +824.1495,-44.368,14650.5,573.202549017122,0.0115800247074568,579.840248697118,0.0115134893825104,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0115800247074568,0.0120285713210189,0.0115714592724872,0.0120389889280343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +825.1495,-44.3632,14794,578.817003526112,0.0117351497889572,585.609507762886,0.0116668269186092,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0117351497889572,0.012189135369338,0.0117199021638452,0.0122048928115388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +826.1496,-44.3448,14923.5,583.883706375688,0.0118430218592361,590.798653873547,0.0117734420935427,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0118430218592361,0.0122964340431619,0.0118409572837136,0.0123124829918966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +827.1496,-44.3392,15048.5,588.774346191882,0.0119507437973987,595.810637557702,0.0118798975437891,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0119507437973987,0.0124170434141033,0.0119455403369488,0.012430533431305,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +828.1497,-44.3392,15178.5,593.860611600723,0.0120969724786382,601.044527075404,0.012024388881931,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0120969724786382,0.0125715318218263,0.0120891902737313,0.012583322830545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +829.1497,-44.3184,15293.5,598.360000231621,0.012243231186301,605.685860047092,0.012168889008592,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.012243231186301,0.0126857418191537,0.0122405306079186,0.012704394591635,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +830.1497,-44.3128,15417,603.19195237002,0.012386543014996,610.663415434351,0.0123104574382976,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.012386543014996,0.0128377457641791,0.0123905454706292,0.0128515086271365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +831.1498,-44.3048,15535.5,607.828278915771,0.0125315491918601,615.445308893208,0.0124536792087682,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0125315491918601,0.0130194879748241,0.0125387846042718,0.0130286030197165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +832.1498,-44.3024,15661.5,612.758043850494,0.0125975901650594,620.477318557266,0.0125189007019948,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0125975901650594,0.0130758777493778,0.0125760615291858,0.0130784624439122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +833.1499,-44.2864,15756,616.455367551536,0.0127679257746816,624.326223927838,0.0126871030424446,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0127679257746816,0.0132412827356192,0.0127613917839006,0.0132515616357699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +834.1499,-44.2816,15892,621.776383671554,0.0128768959541539,629.782933470843,0.0127946936510336,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0128768959541539,0.0133664845982133,0.0128771893464152,0.0133813696647827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +835.15,-44.2712,16003.5,626.138834387599,0.0130728526817886,634.324255127895,0.0129881404316142,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0130728526817886,0.0135200695649554,0.0130644275227581,0.0135319096360631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +836.15,-44.2632,16130.5,631.107724440851,0.0132122782334168,639.446095291422,0.0131257573441808,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0132122782334168,0.0136815596402797,0.0132090431610913,0.0136983766783622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +837.15,-44.2472,16224,634.765923023364,0.0133340654061287,643.229933358539,0.0132459491900183,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0133340654061287,0.0138052557679059,0.013320475865532,0.0138123299380164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +838.1501,-44.2392,16354,639.852188432205,0.0134825417796232,648.479022295526,0.0133924610877733,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0134825417796232,0.0139694561661729,0.0134789575231085,0.0139842851020246,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +839.1501,-44.2344,16462.5,644.097263792661,0.0136039000034314,652.85949856178,0.0135121976924406,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0136039000034314,0.0140884092286496,0.0135992756252698,0.0140992965391765,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +840.1502,-44.2184,16579,648.655340101353,0.013756305548883,657.578441155702,0.0136625464517004,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.013756305548883,0.0142485441425027,0.0137533491499434,0.0142570822835907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +841.1502,-44.224,16697.5,653.291666647104,0.0138872207542636,662.364072238753,0.0137916768475162,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0138872207542636,0.014367798351973,0.0138812860042738,0.014378514589434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +842.1503,-44.1944,16789.5,656.891177551822,0.0140041522253869,666.090381597771,0.0139070000574386,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0140041522253869,0.0145052719545569,0.0140018971097265,0.0145188263750683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +843.1493,-44.2,16900,661.214503149337,0.0141652225386911,670.580753732257,0.0140658332551458,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0141652225386911,0.0146453053065864,0.014165731883766,0.0146526620512629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +844.1494,-44.184,17015,665.713891780235,0.0142935211557599,675.229287376079,0.0141923318764649,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0142935211557599,0.014784058783893,0.0142839641830501,0.0147948972429177,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +845.1494,-44.1792,17118.5,669.763341548043,0.0144771112865036,679.459579979254,0.0143733184584954,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0144771112865036,0.0149801054767345,0.0144682885930864,0.0149873441491756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +846.1494,-44.1608,17214,673.499790367615,0.0146044233210938,683.335866412812,0.0144988058108623,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0146044233210938,0.015095294201791,0.0145878041342844,0.0151069506493165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +847.1495,-44.1608,17320.5,677.666615491012,0.0147318640403554,687.649907935113,0.0146244042345664,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0147318640403554,0.0152184633221783,0.0147121142532999,0.0152289452005178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +848.1495,-44.1472,17419.5,681.540002225437,0.0149441508527504,691.725038830878,0.0148335871894926,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0149441508527504,0.0154528309699567,0.0149259903373693,0.0154532033500919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +849.1496,-44.1392,17506.5,684.943887537507,0.0150209327064961,695.232383579934,0.0149092356372459,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0150209327064961,0.0155412176125818,0.0150047435338418,0.0155480609808606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +850.1496,-44.1424,17613.5,689.130275220169,0.0152295734532102,699.625435365465,0.0151147676608219,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0152295734532102,0.0157633135203707,0.0152380889662524,0.0157702077442467,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +851.1497,-44.116,17708.5,692.847161480476,0.0153379688411516,703.474029654944,0.0152215312978709,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0153379688411516,0.0158654776379535,0.0153245239749678,0.0158766817720133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +852.1497,-44.1184,17799.5,696.407547266665,0.0154805943516007,707.188350009293,0.0153619924038196,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0154805943516007,0.0159994880501108,0.0154691827572009,0.0160099642414154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +853.1498,-44.1128,17899,700.300496560354,0.0156799269071066,711.281157159431,0.0155582669513597,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0156799269071066,0.0162250471483261,0.01567184794773,0.0162415732368938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +854.1498,-44.0976,17970,703.078379975952,0.0158174908204934,714.199315797309,0.0156936980007881,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0158174908204934,0.0163579282592575,0.0158043027428168,0.0163704174055695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +855.1498,-44.084,18075.5,707.206079980819,0.0159796764009471,718.507004287695,0.0158533454138416,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0159796764009471,0.0164989403390163,0.0159668969599036,0.0165093401955337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +856.1499,-44.084,18167.5,710.805590885538,0.0161383017055008,722.276785965206,0.0160094636181831,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0161383017055008,0.016670594125375,0.0161295229422861,0.0166813831752926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +857.1499,-44.076,18234.5,713.426973827017,0.0162684019079646,725.033290569218,0.0161374893744554,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0162684019079646,0.0168271152753047,0.0162613034606061,0.0168354902412517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +858.15,-44.0688,18332,717.241672883648,0.0164492467657251,729.039758151573,0.0163154234405621,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0164492467657251,0.0170045661412905,0.0164342351020873,0.017011386782666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +859.15,-44.0552,18419,720.645558195719,0.0165928588586527,732.603128229976,0.0164567014719115,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0165928588586527,0.0171386518401963,0.0165820554408318,0.0171498473941911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +860.1501,-44.0472,18496,723.658192322494,0.0167487817851137,735.778585472713,0.0166100676585374,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0167487817851137,0.0172841058381108,0.016733341207269,0.0172970976045656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +861.1501,-44.0344,18577,726.827326923387,0.0168993857451699,739.110262291196,0.016758179768327,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0168993857451699,0.0174477792291389,0.0168839469996558,0.0174534941412657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +862.1502,-44.0288,18669,730.426837828105,0.0170284135753749,742.864848109195,0.0168850552950013,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0170284135753749,0.0175890171691429,0.0170168363472106,0.017591187391476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +863.1502,-44.0104,18753,733.713347784587,0.0172425877629456,746.364464576607,0.0170956213289478,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0172425877629456,0.0178177383107911,0.0172352289058114,0.0178266209083917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +864.1502,-44.008,18821.5,736.393418403861,0.0173433478604029,749.16494562135,0.0171946686051285,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0173433478604029,0.0179248713537686,0.017344955942564,0.0179344529522371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +865.1503,-44.016,18905.5,739.679928360343,0.0175224769225489,752.64095283511,0.0173707284321963,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0175224769225489,0.0180881683110547,0.0175125878240924,0.0180929595724004,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +866.1493,-43.9976,18981.5,742.653437368589,0.0176888233073676,755.790102800811,0.0175341968496234,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0176888233073676,0.0182512394080955,0.0176806296316556,0.0182574813828989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +867.1494,-43.984,19055.5,745.548696139775,0.01785323942212,758.859155512808,0.0176957421383408,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.01785323942212,0.0184347132139536,0.0178429701253966,0.0184492384341217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +868.1494,-43.9688,19134.5,748.639580503609,0.01794958134587,762.077347552597,0.0177903897366634,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.01794958134587,0.0185062356249364,0.0179390125246811,0.0185175746296159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +869.1495,-43.9656,19206.5,751.456589037737,0.0181502865378675,765.09574144954,0.0179875364442619,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0181502865378675,0.0187299125544415,0.0181457411707586,0.0187394947082351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +870.1495,-43.9528,19285.5,754.547473401571,0.0183333190350364,768.380832958523,0.018167289914568,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0183333190350364,0.0189370263992983,0.0183286918706238,0.0189417706284843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +871.1496,-43.9392,19361,757.501419850552,0.0184858103702686,771.504447453118,0.0183170246979031,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0184858103702686,0.0190596685124467,0.0184826745244821,0.0190685604264289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +872.1496,-43.9344,19441.5,760.65099189218,0.0186911911053155,774.868464946084,0.018518657384306,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0186911911053155,0.0192978757843937,0.018683845217522,0.0193087483930871,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +873.1496,-43.9288,19527,763.996189526456,0.0188407226931127,778.390429871919,0.0186654345582515,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0188407226931127,0.0194385114304105,0.0188394957526172,0.0194463835311426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +874.1497,-43.924,19590,766.461071993818,0.0190041951202772,781.027047758085,0.018825871131306,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0190041951202772,0.0196073796070784,0.0189994032142226,0.0196177426979896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +875.1497,-43.9104,19660.5,769.219392850151,0.0191945626436978,783.98422267296,0.0190126708958029,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0191945626436978,0.0197995113890027,0.0191900646170154,0.019810625064751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +876.1498,-43.8944,19726,771.782088113836,0.0193780240897703,786.737700009359,0.0191926610004101,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0193780240897703,0.0200006775807357,0.0193800890819113,0.0200081123794946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +877.1498,-43.9,19793.5,774.42303361458,0.0195891956350159,789.593357924319,0.0193997967934309,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0195891956350159,0.0202004133242487,0.019587430975264,0.0202088344443629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +878.1499,-43.8816,19856,776.868353522677,0.0197253440170205,792.192349051848,0.0195333204648015,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0197253440170205,0.0203457920354149,0.019726915917446,0.0203510664805303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +879.1499,-43.8656,19933.5,779.900550208717,0.0199026285988812,795.422621203584,0.0197071605814184,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0199026285988812,0.0205189515567417,0.0199030200528807,0.0205245128849022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +880.1499,-43.8632,20002,782.580620827991,0.0200643852304313,798.282619878154,0.0198657480789537,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0200643852304313,0.0206563498725772,0.020059346767113,0.0206632293479709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +881.15,-43.8608,20056.5,784.712939787851,0.0202269997597885,800.585328232443,0.020025151319979,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0202269997597885,0.0208647435921566,0.0202250609196128,0.0208755417867863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +882.15,-43.8424,20119,787.158259695948,0.0204020538073504,803.217904865165,0.0201967200307991,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0204020538073504,0.0210507018607119,0.0204059728652869,0.0210644361693627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +883.1501,-43.8288,20188,789.857892874487,0.0206000995161455,806.129044071314,0.0203907871552205,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0206000995161455,0.021215128119224,0.0206042215917171,0.0212186496626084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +884.1502,-43.8424,20232.5,791.598960649051,0.0207229933770288,808.003260667844,0.0205111932403322,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0207229933770288,0.0213883629272992,0.0207325977691824,0.0213972755813576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +885.1502,-43.8288,20303,794.357281505384,0.0208911413472426,810.952311753524,0.0206759138579397,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0208911413472426,0.0215277939853416,0.0208953503799605,0.0215313386501022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +886.1503,-43.8136,20372,797.056914683923,0.0211105487114374,813.883223507146,0.0208908082589652,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0211105487114374,0.0217545576715314,0.021115874895883,0.0217702907486369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +887.1503,-43.7976,20431.5,799.384859236431,0.0212880906626403,816.402236594198,0.0210646645749923,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0212880906626403,0.0219386337713766,0.0212936800355683,0.0219543874227792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +888.1501,-43.7872,20468,800.81292606276,0.0214102553103874,817.958535265622,0.0211842756258688,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0214102553103874,0.0220767849546962,0.0214205733534243,0.0220840438873721,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +889.1493,-43.784,20530,803.238683411591,0.0215917435915033,820.582007106591,0.0213619438627975,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0215917435915033,0.0222610116280382,0.0215985157853914,0.0222662755029266,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +890.1494,-43.7688,20594,805.742690997482,0.0217851566521394,823.295921742179,0.0215512511425173,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0217851566521394,0.0224493790725426,0.0217882929181791,0.0224586923765718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +891.1495,-43.7656,20658,808.246698583373,0.0219906660718576,826.020581835601,0.0217523587377103,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0219906660718576,0.0226604831150645,0.0219933194104145,0.022672418390128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +892.1495,-43.7608,20689.5,809.479139817054,0.022158556672729,827.416029212082,0.0219166232633924,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.022158556672729,0.022827996130261,0.0221643236325716,0.022841589245417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +893.1495,-43.7448,20765,812.433086266035,0.022297107168594,830.54799385782,0.0220521610483663,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.022297107168594,0.0229848937139328,0.0223040366560006,0.0229863776986356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +894.1496,-43.7368,20821,814.62409290369,0.0224848581037025,832.940800040487,0.0222358001246344,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0224848581037025,0.0231815427007615,0.0224927824277237,0.0231876919123793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +895.1496,-43.724,20870.5,816.560786270902,0.0226648021687656,835.067974950504,0.0224117716625839,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0226648021687656,0.0233498085834421,0.0226737887581043,0.0233618130915891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +896.1497,-43.7208,20924.5,818.673542671498,0.0228134329638652,837.350296656524,0.0225570978682685,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0228134329638652,0.0235050498586491,0.0228353054689238,0.0235142475735451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +897.1497,-43.708,20979,820.805861631358,0.0230421485192684,839.718992200554,0.0227806870193564,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0230421485192684,0.0237412243883892,0.0230529915848267,0.0237580517205232,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +898.1498,-43.7024,21023,822.527366846658,0.0232710785491231,841.66846580935,0.023004435786438,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0232710785491231,0.023992079834068,0.0232853656932062,0.0240039320280581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +899.1498,-43.6896,21071,824.405372536076,0.0233446861809821,843.650857243846,0.0230763668573886,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0233446861809821,0.0240637528185475,0.0233612291062758,0.0240714249289379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +900.1499,-43.6872,21132,826.792004766378,0.0235951923406883,846.300321144584,0.0233211284779769,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0235951923406883,0.0243164904329364,0.0236054584091695,0.0243197676414373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +901.1499,-43.6768,21186,828.904761166974,0.0238163583953878,848.64625403457,0.0235371730299189,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0238163583953878,0.0245885014549163,0.0238354003417205,0.0246054848943341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +902.15,-43.6688,21225.5,830.450203348891,0.0239628444459695,850.350152391864,0.0236802412382766,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0239628444459695,0.0246945804834162,0.0239775859102067,0.0247031699389691,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +903.15,-43.6584,21279.5,832.562959749487,0.0241535122336227,852.672279383057,0.0238664296719389,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0241535122336227,0.0249114063188168,0.0241671985491677,0.0249128674179872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +904.1501,-43.6632,21319.5,834.127964490669,0.0243121804330668,854.407434067633,0.0240213438599865,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0243121804330668,0.0250549028612728,0.0243380683004721,0.0250657327964744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +905.1501,-43.6504,21375,836.299408569058,0.0245176898527847,856.803538092421,0.0242219553635454,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0245176898527847,0.0252484650914168,0.0245316665069029,0.0252628571827582,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +906.1501,-43.632,21431,838.490415206713,0.0247218695309014,859.219465854365,0.0244212289700473,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0247218695309014,0.0254609242954102,0.0247320377021766,0.0254724593475806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +907.1502,-43.6216,21468.5,839.957607151571,0.02492150235064,860.890612632637,0.0246160265851919,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.02492150235064,0.0257076389699266,0.024940740453135,0.025726384974316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +908.1502,-43.6056,21510,841.581299570547,0.0250597525822723,862.671118715652,0.024750906093489,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0250597525822723,0.0257955738920613,0.0250682813406718,0.025802836690768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +909.1502,-43.6,21572.5,844.026619478644,0.0252674496413986,865.353019582321,0.0249535050343914,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0252674496413986,0.0260323507157887,0.0252873847738088,0.0260423052062856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +910.1503,-43.592,21608.5,845.435123745707,0.0254140643766514,866.921066406863,0.0250964962638927,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0254140643766514,0.026141516500973,0.0254284145296692,0.026147919370662,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +911.1493,-43.5768,21661,847.489192468509,0.0256504152225387,869.22764215194,0.0253269627843598,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0256504152225387,0.0264139792434434,0.0256672795635083,0.0264165689764529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +912.1494,-43.5816,21690.5,848.64338346513,0.025865490202807,870.593960585824,0.0255366369872139,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.025865490202807,0.0266405170693879,0.0258799047774801,0.0266516593009328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +913.1494,-43.5632,21741.5,850.638764510137,0.0259770598126351,872.735858574763,0.0256453876415341,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0259770598126351,0.0267419283194868,0.0259945763738403,0.0267560228596413,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +914.1495,-43.5608,21782.5,852.242894369849,0.0261295940427575,874.511655225558,0.025794048755338,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0261295940427575,0.02690770973947,0.0261563000433398,0.026919133718587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +915.1495,-43.5528,21807.5,853.221022333087,0.0264021910709994,875.747926790519,0.0260596690315469,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0264021910709994,0.0271940252436467,0.0264224453320459,0.0272038075262566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +916.1496,-43.5424,21867,855.548966885595,0.0265800332864348,878.289486903589,0.0262329215943505,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0265800332864348,0.0273791553579696,0.026601213114555,0.0273884212088909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +917.1496,-43.532,21911,857.270472100895,0.02679116193679,880.237744142578,0.0264385625925201,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.02679116193679,0.0275885278052783,0.0268123591873627,0.0276002795265705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +918.1497,-43.516,21957,859.070227553254,0.0269662159843519,882.236100855181,0.0266090345770572,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0269662159843519,0.0277739590665948,0.0269931408606161,0.0277848310389472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +919.1497,-43.5136,21980,859.970105279434,0.0271574414055798,883.324693024111,0.0267952214417985,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0271574414055798,0.0279643592533059,0.0271849684830005,0.0279843071562733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +920.1498,-43.5056,22032.5,862.024174002235,0.0273369994166294,885.589328344055,0.0269700167665647,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0273369994166294,0.0281564157484819,0.0273651256790094,0.0281710599101063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +921.1498,-43.4896,22057.5,863.002301965474,0.0275511307093099,886.77899118936,0.0271784283976566,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0275511307093099,0.0283611204173897,0.0275711527904125,0.0283762037666701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +922.1498,-43.4768,22116.5,865.310683958717,0.0277210802649187,889.298030882828,0.027343807518815,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0277210802649187,0.0285495631486424,0.0277486318864289,0.0285582608737209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +923.1499,-43.4688,22154.5,866.79743846284,0.0279458494904088,891.020829216794,0.027562490052578,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0279458494904088,0.0287658619768041,0.0279725502429342,0.0287816234808403,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +924.1497,-43.4712,22189,868.147255052109,0.0281618681582649,892.595903590846,0.0277726139354824,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0281618681582649,0.0290247731045619,0.0281896877958759,0.0290432412944079,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +925.1499,-43.4664,22236.5,870.005698182263,0.0282607408805462,894.592703783191,0.0278687738609013,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0282607408805462,0.0290280857214916,0.0282928264086822,0.0290404731599687,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +926.15,-43.4528,22268,871.238139415943,0.0285406729350399,896.103862201546,0.0281409752064875,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0285406729350399,0.0294155866155218,0.0285735500162215,0.0294282261045161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +927.1501,-43.44,22304,872.646643683007,0.0287326704642941,897.720112127723,0.0283276276320658,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0287326704642941,0.0295743663679037,0.0287601191722647,0.0295889109753314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +928.1501,-43.4288,22353.5,874.58333705022,0.0289265982636148,899.882057889123,0.0285161212304398,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0289265982636148,0.0297896111815879,0.0289607476919388,0.0298002616864769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +929.1501,-43.424,22369.5,875.209338946692,0.029102295734532,900.679939958343,0.0286868646751565,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.029102295734532,0.0299773763321049,0.0291354332059648,0.0299869924919594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +930.1502,-43.4136,22411,876.833031365669,0.0293346573556157,902.554627898867,0.0289126297846702,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0293346573556157,0.0302011285483585,0.0293730226780952,0.0302172646031155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +931.1502,-43.4104,22455.5,878.574099140233,0.0294827305171408,904.476862544524,0.0290564727137737,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0294827305171408,0.0303457543920406,0.029519858216284,0.0303545450252701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +932.1503,-43.392,22485,879.728290136855,0.0297482927833636,905.898704881654,0.0293143964383973,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0297482927833636,0.0306141516500973,0.0297805674577625,0.0306266035908857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +933.1491,-43.3848,22524,881.254169759507,0.0299138241652653,907.6158520386,0.0294751328823954,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0299138241652653,0.0307977007427036,0.0299508157879233,0.0308158121008421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +934.1494,-43.3736,22553.5,882.408360756129,0.0301517192272055,909.014489893387,0.0297060916145201,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0301517192272055,0.0310417050942778,0.0301911650315671,0.0310566126332296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +935.1494,-43.3688,22583.5,883.582114312015,0.0303223979959506,910.374442844288,0.0298717610278932,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0303223979959506,0.0312577780621943,0.0303633349784886,0.0312677458447319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +936.1495,-43.3504,22611.5,884.677617630843,0.0305139236814109,911.672602937883,0.0300576328353697,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0305139236814109,0.0314119653229236,0.0305490480978527,0.0314215876642262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +937.1495,-43.3448,22649.5,886.164372134965,0.0307203338938265,913.387637531764,0.0302579111029629,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0307203338938265,0.0316241233799232,0.0307629864256659,0.0316400016777427,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +938.1493,-43.3368,22677,887.240312894528,0.0309432586390308,914.694419371398,0.0304741682526556,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0309432586390308,0.0318535973890555,0.0309808986442275,0.031861774036582,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +939.1496,-43.3344,22723.5,889.059630906152,0.0311740760440615,916.775243447726,0.0306980327264297,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0311740760440615,0.032114691832517,0.03121259526749,0.0321240569213538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +940.1496,-43.324,22728.5,889.2552564988,0.0313061923063724,917.094452568204,0.0308261466914639,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0313061923063724,0.0322175335308354,0.0313443586688039,0.0322351719065388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +941.1496,-43.316,22776,891.113699628953,0.0315562266222847,919.233885480667,0.0310685616143811,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0315562266222847,0.0324875118106086,0.0316010706815843,0.0325049036214748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +942.1497,-43.3056,22799,892.013577355133,0.0316747023094608,920.267841873854,0.0311834064295155,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0316747023094608,0.0325874173257394,0.0317153203401919,0.0326043709889792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +943.1497,-43.2896,22820,892.835204844253,0.0318524158402249,921.274163065745,0.0313556489260065,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0318524158402249,0.0327877553632397,0.0318893568001043,0.0328003927278485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +944.1498,-43.2816,22850,894.00895840014,0.0320431265227685,922.655800566644,0.0315404554524725,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0320431265227685,0.0329865876657719,0.0320868491025159,0.0330017674135288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +945.1498,-43.2768,22881,895.221837074556,0.0323084314196493,924.145050403052,0.0317974900620289,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0323084314196493,0.0332322483258109,0.0323495887068333,0.0332426899872469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +946.1499,-43.2712,22912,896.434715748971,0.0325396777735836,925.604412544497,0.0320214739510825,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0325396777735836,0.0334996668561383,0.0325839851487598,0.0335137091809496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +947.1499,-43.2584,22935,897.334593475151,0.0327051233657046,926.68203205507,0.0321816928194545,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0327051233657046,0.0336476806034985,0.0327465060705387,0.0336678377075228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +948.15,-43.2504,22971.5,898.76266030148,0.0328962629971516,928.328593146777,0.0323667620523226,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0328962629971516,0.0338616455424598,0.0329438340074756,0.0338820222953907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +949.15,-43.2424,22999.5,899.858163620307,0.0330830273497821,929.628195858282,0.032547561883194,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0330830273497821,0.0340512928616869,0.0331331635628337,0.0340744986133412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +950.1501,-43.232,23031,901.090604853987,0.0332963436395455,931.093627283571,0.0327540257044225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0332963436395455,0.034234766667545,0.0333378970627701,0.034258895445958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +951.1501,-43.2216,23068.5,902.557796798846,0.033515236265056,932.807234601428,0.032965842425847,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.033515236265056,0.0345070788365185,0.0335644283772757,0.0345194783710504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +952.1502,-43.2056,23078.5,902.949047984141,0.0336514275419512,933.334572446453,0.033097608557216,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0336514275419512,0.0345934327369366,0.0336962078241949,0.0346139651547132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +953.1502,-43.208,23111.5,904.240176895616,0.0339428554270615,934.932670491324,0.033379509014613,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0339428554270615,0.0349284587673301,0.0339942261263682,0.034947184587237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +954.1502,-43.2056,23135.5,905.179179740325,0.0341437750935107,936.085414072707,0.03357381389925,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0341437750935107,0.0351355726121867,0.0341942132829165,0.0351574567344481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +955.1503,-43.1848,23152.5,905.844306755327,0.0343717614357778,936.979771165079,0.0337942486401683,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0343717614357778,0.0353793511035155,0.0344197065228702,0.035397047349341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +956.1501,-43.1664,23187,907.194123344597,0.0346332057925259,938.61316411216,0.0340469733675428,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0346332057925259,0.0356344226071047,0.0346771753101808,0.0356544310010909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +957.1494,-43.1712,23215,908.289626663424,0.034806972993377,939.904439168862,0.0342149098008266,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.034806972993377,0.0358159389575043,0.0348570045209818,0.035829243934437,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +958.1492,-43.1504,23238,909.189504389604,0.034971946741704,940.985631315234,0.0343743217526087,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.034971946741704,0.0359020669976773,0.0350226704036218,0.0359182923820095,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +959.1494,-43.1608,23259,910.011131878724,0.0352189784152911,942.060794290035,0.0346129776869554,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0352189784152911,0.0362456004306402,0.0352713753391029,0.036266403534125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +960.1493,-43.1424,23281,910.871884486374,0.0354222144058198,943.136983674883,0.03480928015779,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0354222144058198,0.0364337420148991,0.0354751808628194,0.0364565232335428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +961.1495,-43.1368,23308.5,911.947825245937,0.035636774647404,944.446704384417,0.0350164787392749,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.035636774647404,0.0366564402166753,0.0356824948727279,0.0366765363250496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +962.1496,-43.116,23338,913.102016242558,0.035845029340105,945.832184805281,0.0352175470692035,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.035845029340105,0.0368736424858178,0.0358973810315552,0.0368916685477405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +963.1496,-43.1136,23371.5,914.412707713298,0.036078506228338,947.403352283804,0.035442919178949,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.036078506228338,0.0371052998106537,0.0361256980506704,0.0371189667914281,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +964.1497,-43.108,23387.5,915.038709609771,0.0362597800350021,948.217811943734,0.0356178653335688,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0362597800350021,0.0372775558909997,0.0363159233975263,0.0373003525283157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +965.1495,-43.1,23417,916.192900606392,0.0364910263889364,949.625719919776,0.0358409952478614,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0364910263889364,0.0375316486668598,0.0365465054348413,0.0375513455871677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +966.1496,-43.1,23433.5,916.83846506213,0.0367135221852372,950.498834389467,0.036055634751048,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0367135221852372,0.037775878878679,0.0367665640762619,0.0377919045967586,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +967.1498,-43.0848,23445,917.28840392522,0.0369587951683195,951.190278156167,0.0362921938083045,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0369587951683195,0.0380214642519697,0.0370189471521011,0.0380391996010479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +968.1498,-43.0744,23466.5,918.129593973605,0.0371051525342301,952.196932604186,0.0364333248147189,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0371051525342301,0.0381435793578792,0.0371589732013094,0.038159693905912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +969.1499,-43.0632,23501,919.479410562874,0.0373507686764352,953.822673329553,0.036670125356819,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0373507686764352,0.0384416395948066,0.0374062786020132,0.0384585353382855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +970.1499,-43.0504,23520.5,920.242350374201,0.0375478706976425,954.795491156546,0.0368601124897419,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0375478706976425,0.0386285765910911,0.0376040085535884,0.0386505562724069,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +971.15,-43.0424,23540.5,921.024852744791,0.0377619590954324,955.804555560016,0.0370664319466981,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0377619590954324,0.0388552649905326,0.0378176353547184,0.0388652973814587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +972.15,-43.032,23560,921.787792556118,0.0379847551559658,956.80167616212,0.0372810978882211,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0379847551559658,0.0390726178331721,0.0380379587997377,0.0390913598371191,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +973.1501,-43.024,23598,923.27454706024,0.0382016746165196,958.54518088875,0.0374900574096134,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0382016746165196,0.0393096958038931,0.0382590044278464,0.0393267939148343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +974.1501,-43.0192,23616,923.978799193772,0.0384231838303422,959.481006450533,0.0377033932114666,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0384231838303422,0.0395287049549973,0.0384788325080737,0.0395486373124149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +975.1502,-43.0112,23631,924.565675971715,0.0386112779245737,960.26433824618,0.0378845111449523,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0386112779245737,0.0397172229729982,0.0386721709778331,0.0397388594105917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +976.1502,-43,23650.5,925.328615783042,0.0388315002916852,961.260514196726,0.0380965240776266,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0388315002916852,0.0399422550639748,0.0388899305789074,0.0399684382938409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +977.1502,-42.9952,23670.5,926.111118153633,0.0390761727463025,962.299996188876,0.0383320229488448,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0390761727463025,0.0401796341816894,0.039131853399458,0.0401950091085454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +978.1503,-42.9816,23695,927.069683557606,0.0392696715967193,963.475405578188,0.0385182276187775,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0392696715967193,0.040375153867292,0.0393270903560883,0.0403890666070068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +979.1492,-42.9768,23714.5,927.832623368933,0.0395232661885315,964.503599120747,0.0387622101612045,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0395232661885315,0.0406576297472999,0.0395797338583291,0.0406824853432586,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +980.1494,-42.9664,23728,928.360812469081,0.0396990494492294,965.215854270018,0.0389312957465165,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0396990494492294,0.0408336501650662,0.0397599175255826,0.0408535881153887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +981.1492,-42.956,23744,928.986814365554,0.0399031004426753,966.056268529104,0.0391275361611665,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0399031004426753,0.0410521323089315,0.0399638957262791,0.0410732777891229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +982.1495,-42.9504,23770.5,930.023630006587,0.0401435263031467,967.358058060304,0.0393587096920389,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0401435263031467,0.0412938027713051,0.0402035921779029,0.04130744693902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +983.1495,-42.9344,23796.5,931.040883088355,0.0403786760921038,968.635081335086,0.0395847585077524,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0403786760921038,0.0415509823038497,0.040441669738039,0.0415663698976172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +984.1495,-42.9376,23803.5,931.314758918062,0.0406054613774407,969.13122439155,0.0398027181568926,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0406054613774407,0.0417763908285683,0.040668007958114,0.0417963224895939,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +985.1496,-42.916,23830,932.351574559095,0.0408292869153426,970.41882450274,0.0400177866705207,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0408292869153426,0.0420096291751207,0.0408913825813577,0.0420278627495848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +986.1497,-42.9112,23836,932.586325270272,0.0410314934285027,970.851734947111,0.0402120422285342,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0410314934285027,0.0422203567839006,0.0410909817629442,0.0422332675776557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +987.1497,-42.8976,23871,933.955704418807,0.0412710184962766,972.501007570579,0.0404421001259421,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0412710184962766,0.0424658668704428,0.0413341744282877,0.0424778706369453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +988.1497,-42.8928,23890.5,934.718644230133,0.0415032943275796,973.512547235092,0.0406651447744534,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0415032943275796,0.0427043752893833,0.0415686283317738,0.0427229371910808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +989.1498,-42.8792,23905.5,935.305521008076,0.0417268196012491,974.332845755232,0.0408797396701709,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0417268196012491,0.0429585433519919,0.0417926093884108,0.0429698102162915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +990.1498,-42.8744,23919,935.833710108225,0.0419249510998249,975.06849264208,0.0410699168408086,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0419249510998249,0.0431438240398116,0.0419939295548586,0.0431610242946647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +991.1499,-42.864,23933.5,936.401024326903,0.0421586853574001,975.878460479848,0.0412942209469072,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0421586853574001,0.0433865485166627,0.0422269461500903,0.043407663474596,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +992.1499,-42.8584,23960,937.437839967936,0.0423964088397789,977.181837893096,0.0415223017340939,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0423964088397789,0.0436282942657846,0.0424656059532538,0.043647488012137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +993.15,-42.848,23971,937.868216271761,0.0426034624755498,977.824649630706,0.041720914347265,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0426034624755498,0.0438348811034024,0.04267497490056,0.0438436611896743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +994.15,-42.8376,23987.5,938.513780727499,0.0427928434164922,978.675453990391,0.0419025402002771,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0427928434164922,0.0440450064181953,0.0428591603365312,0.0440605572869035,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +995.15,-42.8296,23994,938.768093997941,0.0430643251775847,979.19550846421,0.0421628473456685,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0430643251775847,0.0443377965827343,0.043137715807371,0.0443612911921621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +996.1501,-42.8136,24020.5,939.804909638974,0.043286992553447,980.486237764209,0.0423762988145705,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.043286992553447,0.0445882755946712,0.0433562687889874,0.0446124302536825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +997.1501,-42.8112,24033.5,940.313536179858,0.0435222710270752,981.238116751905,0.0426017899303437,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0435222710270752,0.0448146628471188,0.0435953686233614,0.0448295856446752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +998.1502,-42.8032,24035.5,940.391786416917,0.0436927353213685,981.48007583922,0.0427651313150633,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0436927353213685,0.0449530398906836,0.0437614566287954,0.0449730927785656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +999.1502,-42.7952,24070,941.741603006186,0.0438879928622901,983.072751757043,0.0429521971744621,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0438879928622901,0.0451610571765211,0.0439590256358192,0.0451748950917244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1000.1503,-42.7824,24089.5,942.504542817513,0.0441534693387323,984.119388250422,0.0432064799391278,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0441534693387323,0.0454433071962838,0.0442251561169835,0.0454547815798067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1001.1493,-42.7792,24093,942.641480732366,0.0443630966679249,984.459975865292,0.0434072227374456,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0443630966679249,0.0456446992482618,0.0444325787910888,0.0456695006524887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1002.1494,-42.7664,24111,943.345732865898,0.0445998335678253,985.418795548635,0.0436338776938235,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0445998335678253,0.0459553323721724,0.0446769598672164,0.0459744250651827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1003.1494,-42.756,24132.5,944.186922914283,0.0448459644487148,986.529896092238,0.0438694721105454,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0448459644487148,0.0461723840678183,0.0449192502621502,0.0461935933118474,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1004.1494,-42.748,24142,944.558611540314,0.0450697899866167,987.129669792486,0.0440836678629653,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0450697899866167,0.0463727221053186,0.0451374408261638,0.0463932307147779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1005.1495,-42.7376,24167,945.536739503552,0.0452879962938814,988.358203857918,0.0442924419871746,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0452879962938814,0.0465963990348239,0.0453605048013117,0.0466051266980689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1006.1495,-42.7272,24170,945.654114859141,0.0455039720668473,988.685133286591,0.0444990390824402,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0455039720668473,0.0468406292466431,0.0455790627783348,0.0468556347307644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1007.1496,-42.7272,24191.5,946.495304907526,0.045731100511307,989.779576829732,0.044716258512557,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.045731100511307,0.0470710819835046,0.045805190788483,0.047087777943809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1008.1496,-42.7088,24206,947.062619126205,0.0460164802168765,990.643107403369,0.0449891209840803,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0460164802168765,0.0473637968612954,0.0460956426307623,0.047383392173162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1009.1497,-42.7032,24223,947.727746141207,0.0462024724614804,991.515111233277,0.0451669152296163,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0462024724614804,0.0475852151883486,0.0462765919046736,0.0476065939693374,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1010.1497,-42.6976,24231,948.040747089443,0.0464289574825846,992.057290627817,0.0453833747730866,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0464289574825846,0.0477784762714989,0.0465027648388648,0.0477973526262155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1011.1498,-42.6824,24236,948.236372682091,0.0466934044816579,992.512757175956,0.0456360566088795,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0466934044816579,0.0480350535100563,0.0467667668694411,0.0480496803282854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1012.1498,-42.6792,24253.5,948.921062256358,0.0468942812532169,993.420033436909,0.0458279537752072,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0468942812532169,0.0482859842424834,0.046974049679571,0.0482999465186046,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1013.1498,-42.6688,24276.5,949.820939982538,0.0470577107854911,994.51733907424,0.0459840505083007,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0470577107854911,0.048427523329481,0.0471379635942066,0.0484476172272376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1014.1499,-42.6584,24280.5,949.977440456656,0.0473638087231049,994.97199023771,0.046276348822601,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0473638087231049,0.048754418391047,0.0474448456891843,0.0487688875614822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1015.1499,-42.648,24292,950.427379319746,0.0475745513194469,995.643535452601,0.0464775409923301,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0475745513194469,0.0489593489201996,0.047657795479199,0.0489782174397944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1016.15,-42.648,24308.5,951.072943775483,0.0477902268281801,996.524935488658,0.0466834006228288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0477902268281801,0.0491971797584048,0.047872162365907,0.0492059297969481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1017.15,-42.6376,24333,952.031509179457,0.0479879293778525,997.717530007451,0.0468720680632956,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0479879293778525,0.0494170923504899,0.0480730185410702,0.0494297442539392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1018.1501,-42.624,24338,952.227134772105,0.0482696630177412,998.190817683904,0.0471408648396147,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0482696630177412,0.0496986647895171,0.0483535907062675,0.0497052216282779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1019.1501,-42.6088,24359,953.048762261225,0.0485238152431281,999.29432431888,0.0473832847338641,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0485238152431281,0.0499560701823069,0.0486115736839222,0.0499709741854553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1020.1501,-42.6008,24357.5,952.990074583431,0.04875,999.448340719373,0.0475989787992789,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.04875,0.0501920941385502,0.0488366280196934,0.0502070252315925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1021.1502,-42.5952,24372,953.557388802109,0.0489810318794824,1000.26361366194,0.0478192471529481,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0489810318794824,0.0504042521955498,0.0490626777747108,0.0504261432586072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1022.1502,-42.6008,24384,954.026890224464,0.049214680347277,1000.97901866957,0.0480419608563447,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.049214680347277,0.0506466002386588,0.0492996810223353,0.0506637202102931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1023.1503,-42.5824,24387,954.144265580053,0.0494341735012524,1001.31159874996,0.048251136540379,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0494341735012524,0.0508897764360005,0.0495228515403462,0.0509105123628196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1024.1501,-42.5584,24400,954.652892120937,0.0496174204728732,1002.02030607495,0.0484257363192623,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0496174204728732,0.0510907167674881,0.049705861863772,0.0510969155605686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1025.1494,-42.5584,24421.5,955.494082169322,0.0498912614529356,1003.16488723956,0.0486865982856573,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0498912614529356,0.0513582105845639,0.0499820085410684,0.0513756255332109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1026.1494,-42.5536,24438,956.13964662506,0.0501089959164063,1004.05084427331,0.0488939644166726,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0501089959164063,0.0515744341259774,0.0501983963645541,0.0515924621629848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1027.1495,-42.5536,24446.5,956.472210132561,0.0503034813493015,1004.58609211609,0.0490791522648273,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0503034813493015,0.0517450338978584,0.0503910119825005,0.051758901680139,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1028.1495,-42.5376,24443,956.335272217707,0.0505508561820114,1004.67883902537,0.0493146515371317,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0505508561820114,0.0520339091514806,0.0506388441814016,0.0520485256801348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1029.1495,-42.516,24467.5,957.293837621681,0.0508243968978413,1005.94771957282,0.0495749960110414,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0508243968978413,0.0523460480103594,0.0509190956580287,0.052361145588549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1030.1496,-42.516,24487.5,958.076339992272,0.050966121615593,1006.90577525334,0.0497098569467228,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.050966121615593,0.0523937045220985,0.0510568880836376,0.052410855702561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1031.1496,-42.5056,24497,958.448028618303,0.0512340431007857,1007.5531962264,0.0499647532131584,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0512340431007857,0.0527421315937075,0.0513280617403618,0.0527592220825947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1032.1497,-42.4928,24507,958.839279803598,0.0515207096530659,1008.23935994231,0.0502374113095729,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0515207096530659,0.0530498285344304,0.0516179252704416,0.0530634165804512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1033.1497,-42.4792,24509,958.917530040657,0.0517384441165368,1008.53043108103,0.050444456136986,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0517384441165368,0.0532729031699485,0.0518325354227276,0.0532831225979638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1034.1498,-42.4744,24520.5,959.367468903747,0.0519735510106035,1009.22920298673,0.0506679723745605,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0519735510106035,0.0534853623739418,0.0520658353655631,0.0535018315136791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1035.1498,-42.4664,24533.5,959.876095444631,0.052189955732473,1009.97198637455,0.0508736643010092,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.052189955732473,0.0537323029087034,0.0522862734020025,0.0537489139166851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1036.1499,-42.4608,24540,960.130408715073,0.0524465958615009,1010.48598023529,0.0511175450129597,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0524465958615009,0.0539862451110666,0.0525409599664495,0.0540016878702109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1037.1499,-42.4584,24555,960.717285493016,0.0526687484986788,1011.31706258098,0.0513286048378741,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0526687484986788,0.0542128582237597,0.0527673111251406,0.0542284543424094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1038.1499,-42.4536,24556.5,960.775973170811,0.0528970351051782,1011.59817355184,0.0515454459445939,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0528970351051782,0.0544646171104193,0.0529972724596134,0.0544766259909151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1039.15,-42.4272,24558,960.834660848605,0.053139519920387,1011.89295344897,0.0517757219250384,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.053139519920387,0.0547166771440724,0.0532371054226108,0.0547310807242224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1040.15,-42.4272,24570,961.30416227096,0.0534131035311073,1012.65040101522,0.0520354672636669,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0534131035311073,0.0549853002623743,0.0535116085178341,0.0549990342554337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1041.1501,-42.4136,24599.5,962.458353267581,0.0535972084005353,1014.0434342045,0.052210221861548,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0535972084005353,0.0551674189067611,0.0536972003178041,0.0551825897696814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1042.1501,-42.4088,24601,962.517040945376,0.0538833602141313,1014.38069337488,0.052481780062004,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0538833602141313,0.0554796330523882,0.0539896445600991,0.0554944187761753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1043.1502,-42.3952,24602.5,962.57572862317,0.0541003654644658,1014.65142732891,0.0526876689865318,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0541003654644658,0.0556855423092703,0.0542035233630395,0.0557051998107165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1044.1502,-42.3872,24624,963.416918671555,0.0543458100271094,1015.77459151058,0.052920489313278,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0543458100271094,0.0559507022371456,0.0544488882542822,0.0559657040436367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1045.1503,-42.3768,24622,963.338668434496,0.0545733674204727,1015.91130353732,0.0531362940692685,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0545733674204727,0.0561806279667684,0.0546790967204587,0.0561948399780294,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1046.1493,-42.3768,24637,963.925545212439,0.0548191551422395,1016.76712922101,0.053369335307682,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0548191551422395,0.0564221478556452,0.0549219984470288,0.0564401415958615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1047.1493,-42.3608,24636.5,963.905982653175,0.055038305137092,1016.95773424991,0.0535770744557206,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.055038305137092,0.0566660769204709,0.0551485894470422,0.0566811865128844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1048.1494,-42.356,24636.5,963.905982653175,0.0553038245084245,1017.21366996045,0.0538287107842606,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0553038245084245,0.0569373350749668,0.0554114315883463,0.0569558723444242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1049.1494,-42.3424,24665,965.021048531267,0.0555371298170961,1018.61554777978,0.0540497651551676,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0555371298170961,0.0571647763418921,0.0556457831949685,0.0571778787059659,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1050.1495,-42.3352,24656.5,964.688485023765,0.0557906386191276,1018.50907167176,0.0542899067447774,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0557906386191276,0.0574227087419208,0.0559011562454157,0.057441738726135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1051.1495,-42.3272,24660,964.825422938619,0.056042946364229,1018.89708236721,0.054528853362632,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.056042946364229,0.0576743170550834,0.0561453401047905,0.0576949648823869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1052.1496,-42.3168,24685,965.803550901858,0.0562525736934217,1020.13248632233,0.0547273363191032,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0562525736934217,0.0579083082691199,0.0563666214103032,0.0579325832992962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1053.1494,-42.3112,24686,965.842676020387,0.0564530644109673,1020.36745482063,0.05491713154143,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0564530644109673,0.0580977297281018,0.0565621340759031,0.0581162067034192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1054.1497,-42.3008,24681.5,965.666612987004,0.0567118921794035,1020.43139382397,0.0551620984749608,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0567118921794035,0.0583814854828327,0.0568226342367747,0.0583998703882459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1055.3997,-42.2768,24703,966.507803035389,0.0570228801345184,1021.62086163695,0.0554563529494885,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0570228801345184,0.0586912151657625,0.0571290337445606,0.0587063674482681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1056.3997,-42.2744,24721,967.212055168921,0.0572394993308396,1022.57478895354,0.0556612652623433,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0572394993308396,0.0589095467361312,0.0573501713195693,0.0589247366152072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1057.3998,-42.272,24721,967.212055168921,0.0574553464191345,1022.78355885941,0.0558654054383865,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0574553464191345,0.0591368374295596,0.0575702246445066,0.0591595499182171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1058.3998,-42.2584,24740.5,967.974994980247,0.0577441577159328,1023.86989575547,0.0561384872900307,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0577441577159328,0.0594394148713913,0.0578547950407407,0.0594550897679283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1059.3999,-42.2536,24740.5,967.974994980247,0.0580078326069797,1024.1251264568,0.0563877366289116,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0580078326069797,0.0597112000331261,0.0581193988790953,0.0597226706805097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1060.3999,-42.232,24750.5,968.366246165543,0.0582263391784771,1024.75066766377,0.0565942417266812,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0582263391784771,0.0599290798830044,0.05833559468468,0.0599452765555196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1061.4,-42.2296,24750.5,968.366246165543,0.0584966627775299,1025.01243991263,0.0568496588032401,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0584966627775299,0.060206059830379,0.0586126955486293,0.0602253764087685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1062.4,-42.2216,24760.5,968.757497350838,0.0587166706701897,1025.63971228206,0.0570574866021454,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0587166706701897,0.0604496877482109,0.058833049160548,0.0604683896413194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1063.4001,-42.2136,24762,968.816185028633,0.0589809031948113,1025.95783865137,0.0573070335905858,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0589809031948113,0.0606905300563521,0.0590969269198235,0.0607154291665995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1064.4001,-42.2056,24776.5,969.383499247311,0.0592184979925191,1026.78893405147,0.057531370164915,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0592184979925191,0.0609537325287689,0.0593360100500407,0.0609695346171382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1065.4001,-42.1952,24781.5,969.579124839959,0.0595239954016676,1027.29234820849,0.0578197463240925,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0595239954016676,0.0612624834839696,0.0596414127745438,0.0612841847114827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1066.4002,-42.1904,24785,969.716062754812,0.0597182663601111,1027.62582488408,0.0580030863437712,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0597182663601111,0.0614835253772806,0.0598378506759712,0.0614993729440026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1067.4002,-42.1848,24796.5,970.166001617902,0.0599742201708933,1028.35095100125,0.0582445872347284,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0599742201708933,0.061729261324068,0.0600893462932404,0.0617488462111145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1068.4003,-42.1744,24796.5,970.166001617902,0.0602308174050306,1028.59989291392,0.0584866366882883,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0602308174050306,0.0620119630643211,0.0603492573612543,0.0620353283553215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1069.3991,-42.156,24803,970.420314888344,0.0604458065955182,1029.07815355845,0.058689391968175,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0604458065955182,0.0622258527165341,0.0605652251280723,0.0622474686423023,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1070.3994,-42.1504,24806,970.537690243933,0.0606951545931849,1029.4446253918,0.058924499397033,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0606951545931849,0.0624730943982895,0.0608109643075006,0.0624966136360868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1071.3994,-42.1432,24813,970.811566073639,0.0609756013863628,1030.00738514782,0.059188863501615,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0609756013863628,0.0627617437916664,0.06109707645946,0.0627827241914314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1072.3995,-42.1376,24828,971.398442851583,0.0612158556672728,1030.8634297246,0.0594152844318642,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0612158556672728,0.0629905402200631,0.0613316069353735,0.0630060345685991,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1073.3993,-42.1248,24828,971.398442851583,0.0614558525788407,1031.09656235079,0.0596414116390608,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0614558525788407,0.0632661650059664,0.0615790864150029,0.0632860989143009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1074.3995,-42.1168,24826,971.320192614524,0.0617095758553241,1031.25994972048,0.0598804163574811,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0617095758553241,0.0635375737339592,0.0618323514126131,0.0635595970954391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1075.3996,-42.0984,24836,971.711443799819,0.0619654438763254,1031.92397473458,0.0601213835674938,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0619654438763254,0.0638103376234231,0.0620933628997422,0.0638333717585214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1076.3996,-42.0984,24842.5,971.965757070261,0.0622326361483819,1032.4537483787,0.0603729535844129,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0622326361483819,0.0640589344666498,0.0623538176300296,0.064080729537664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1077.3997,-42.0928,24850.5,972.278758018497,0.0624684293606945,1033.01548493268,0.060594907832103,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0624684293606945,0.0643121990882776,0.0625909657636222,0.0643355324408992,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1078.3997,-42.0824,24849,972.220070340703,0.0626902817336398,1033.16882045746,0.0608036944724543,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0626902817336398,0.0645264651742323,0.0628149885449466,0.0645474959519864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1079.3998,-42.0664,24847.5,972.161382662909,0.0629769053910297,1033.38509808368,0.0610733732451831,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0629769053910297,0.0648815174797008,0.063103995877955,0.064893721758961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1080.3998,-42.064,24864,972.806947118646,0.0631997014515628,1034.28805574655,0.0612829476150935,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0631997014515628,0.0650822319509431,0.0633252916622127,0.0651063289214223,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1081.3998,-42.0504,24860.5,972.670009203793,0.0634678374112074,1034.4032712027,0.0615351129923003,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0634678374112074,0.0653464131510892,0.0635898173842735,0.0653681441132275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1082.3999,-42.0352,24858.5,972.591758966734,0.0636998558731684,1034.54571383635,0.0617532607797209,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0636998558731684,0.0655970427365227,0.0638272239229014,0.0656160776113225,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1083.4,-42.0376,24868.5,972.983010152029,0.0639374077759857,1035.19302163123,0.0619765619108516,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0639374077759857,0.0658255380179257,0.0640600736643685,0.065846275912024,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1084.4,-42.0216,24878.5,973.374261337325,0.0641710133488898,1035.83667405507,0.0621961048359426,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0641710133488898,0.0660678860610349,0.0642961499801559,0.0660844384128402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1085.4,-42.0192,24880.5,973.452511574384,0.0644739799595071,1036.21486929716,0.0624807616139544,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0644739799595071,0.066431295195576,0.0646033233981546,0.0664566385185476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1086.4001,-42.0088,24890.5,973.843762759679,0.064717537146975,1036.86853265143,0.0627095406472856,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.064717537146975,0.0666548968383329,0.0648491536363032,0.0666794877990478,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1087.4001,-42.0008,24900,974.21545138571,0.064932697917024,1037.47388899664,0.0629116027204265,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.064932697917024,0.0668552348758333,0.0650601048392057,0.0668792951791562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1088.4002,-41.9952,24897,974.098076030121,0.0652164476167598,1037.62529217913,0.0631780157103423,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0652164476167598,0.0671707616383901,0.0653482558820725,0.0671885326232932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1089.4002,-41.9768,24902,974.293701622769,0.0654822672523248,1038.09266217469,0.0634275297641961,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0654822672523248,0.0674223699515528,0.0656110474127477,0.0674380921367898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1090.4003,-41.972,24916.5,974.861015841448,0.0657055780515424,1038.91482240722,0.0636370943978598,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0657055780515424,0.0676635134066875,0.0658356770048905,0.0676869482820121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1091.3991,-41.964,24911.5,974.6653902488,0.065962904498816,1038.95715030408,0.0638785263565626,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.065962904498816,0.0679284474743178,0.0660937824731243,0.0679504662273382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1092.3993,-41.9512,24919.5,974.978391197036,0.0661806818571771,1039.50312592247,0.0640828065565567,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0661806818571771,0.0681719248186531,0.0663119280385206,0.068199096250408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1093.3994,-41.9456,24929.5,975.369642382332,0.0665646769156857,1040.29480750088,0.0644429011745836,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0665646769156857,0.0685965420796459,0.0666987330467306,0.0686116068730112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1094.3994,-41.9272,24924.5,975.174016789684,0.0667519560070004,1040.2687898576,0.0646184766976031,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0667519560070004,0.0687717343431795,0.0668860393050229,0.0687925792687753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1095.3995,-41.9272,24936,975.623955652774,0.06703377543667,1041.02371280664,0.0648826263984425,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.06703377543667,0.0690082100199133,0.0671619001175856,0.0690343225674295,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1096.3995,-41.9216,24934.5,975.565267974979,0.0672845818606087,1041.20576910841,0.0651176489050294,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0672845818606087,0.0693182408498367,0.0674197582695101,0.0693412362530638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1097.3996,-41.9032,24931.5,975.447892619391,0.0675364177619161,1041.32614900032,0.0653535805381923,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0675364177619161,0.0695875415488742,0.0676693004404603,0.069607995767908,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1098.3996,-41.8984,24942.5,975.878268923216,0.067829218283518,1042.07132904415,0.0656278197771258,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.067829218283518,0.0698767932362383,0.0679618566267477,0.06990082450494,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1099.3997,-41.8824,24946,976.015206838069,0.068043177996637,1042.42638328438,0.0658281685565822,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.068043177996637,0.0700946730861167,0.0681784247343021,0.0701210280959571,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1100.3997,-41.88,24944.5,975.956519160275,0.0683567825400637,1042.66976670907,0.0661217507991136,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0683567825400637,0.0704015418726073,0.0684861533538523,0.0704273002697592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1101.3997,-41.872,24944.5,975.956519160275,0.0685859699392608,1042.89344364543,0.06633625107041,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0685859699392608,0.0706615070148427,0.0687219145588845,0.07069195846237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1102.3998,-41.8616,24949.5,976.152144752923,0.0689063947702549,1043.4152697951,0.0666360648509732,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0689063947702549,0.070994274442784,0.069041236569235,0.0710123807385459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1103.3998,-41.8512,24957.5,976.465145701159,0.0691144349885041,1043.95298253226,0.0668306749464503,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0691144349885041,0.0712153163360951,0.069251609910565,0.0712431713165987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1104.3999,-41.8456,24959,976.523833378953,0.0693772090868535,1044.27233154558,0.0670764314359834,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0693772090868535,0.0714877790785654,0.0695152031781274,0.0715137601986333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1105.3999,-41.8328,24949.5,976.152144752923,0.0696405408187776,1044.13190803493,0.0673226488722495,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0696405408187776,0.0717745463032324,0.0697810078571554,0.0718013316885309,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1106.4,-41.8248,24953,976.289082667776,0.0699102638893655,1044.54171006939,0.0675747794329477,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0699102638893655,0.0720382757828879,0.0700462358879173,0.0720630279364339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1107.4,-41.8168,24962.5,976.660771293807,0.0701681479702137,1045.19124881065,0.0678157837631322,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0701681479702137,0.0723134488483009,0.0703063638486637,0.0723406474627353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1108.4001,-41.8112,24967.5,976.856396886454,0.0704488521327338,1045.67480874562,0.06807804848785,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0704488521327338,0.0725838035618161,0.0705868029338657,0.0726056300898554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1109.4001,-41.8008,24954,976.328207786306,0.0707120122850965,1045.36634000958,0.0683238592142285,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0707120122850965,0.0728791534758008,0.070851241442461,0.0729074375825829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1110.4001,-41.796,24969,976.915084564249,0.0710024964826189,1046.27849441984,0.0685951224457323,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0710024964826189,0.0731553805556914,0.0711397284006297,0.0731871968072269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1111.4002,-41.788,24965.5,976.778146649395,0.0712014429841117,1046.32616016618,0.0687808624664648,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0712014429841117,0.0733752178610281,0.0713393200135716,0.0734010309522358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1112.4002,-41.772,24975.5,977.169397834691,0.0714037352870525,1046.94294284829,0.0689696908195308,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0714037352870525,0.0736424858178587,0.0715422873334192,0.0736668793981465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1113.4003,-41.7664,24992,977.814962290428,0.0717521704814522,1047.97530816401,0.0692948516690348,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0717521704814522,0.0739564315586991,0.0718935790197107,0.0739907385512436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1114.3991,-41.7616,24983.5,977.482398782927,0.071971706530318,1047.83347512668,0.0694996691382879,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.071971706530318,0.0741981020210728,0.0721146373094522,0.0742307027882622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1115.3994,-41.7376,24988.5,977.678024375575,0.0722429309220685,1048.30835035456,0.069752651641494,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0722429309220685,0.0744984961472005,0.07238870675458,0.0745272177889889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1116.3994,-41.7352,25000.5,978.147525797929,0.0725150990014067,1049.07799046915,0.0700064500439263,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0725150990014067,0.0747687755739673,0.0726590601837801,0.0748048067177681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1117.3995,-41.7296,24988.5,977.678024375575,0.0727663772691396,1048.82011234504,0.070240711395326,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0727663772691396,0.0750194804461492,0.072909576553279,0.0750564730590731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1118.3995,-41.7216,25008.5,978.460526746166,0.0730484540681513,1049.93555559168,0.0705036201948339,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0730484540681513,0.0753198745722772,0.073194115747666,0.0753484222741449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1119.3995,-41.7112,25007,978.401839068371,0.0733149171270718,1050.13328881664,0.0707519127848635,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0733149171270718,0.0755976826738842,0.0734609708644805,0.075628061012614,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1120.3996,-41.7088,24997,978.010587883076,0.0735879002093269,1049.98033342788,0.0710062168749434,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0735879002093269,0.0758754907754911,0.0737363089706634,0.0759100331657291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1121.3996,-41.6928,25020,978.910465609256,0.0738574088054631,1051.21025605171,0.071257220797064,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0738574088054631,0.076154051744582,0.0740024255848342,0.0761885444608237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1122.3997,-41.696,25005,978.323588831312,0.0741401290278302,1050.85662593824,0.071520461530836,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0741401290278302,0.0764446585934177,0.0742874624079694,0.076479082393624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1123.3997,-41.6744,25006.5,978.382276509107,0.0743940667787652,1051.16811292289,0.0717568438538291,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0743940667787652,0.0767299953698649,0.0745444946602369,0.076768222328793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1124.3998,-41.672,25007,978.401839068371,0.0746457311005113,1051.43535965571,0.0719910548006387,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0746457311005113,0.0769927461217912,0.0747993557593685,0.0770303351936233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1125.3998,-41.6592,25007,978.401839068371,0.0749042586047149,1051.68830344128,0.0722315958503358,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0749042586047149,0.0772637784160422,0.0750540100402578,0.0773038148119157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1126.3999,-41.648,25011.5,978.577902101754,0.0751981314985759,1052.1651318656,0.0725049529676933,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0751981314985759,0.0775596553372657,0.0753447854419568,0.0775893471674267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1127.3999,-41.6352,25018.5,978.851777931461,0.0753514378367249,1052.60966682763,0.072647527071164,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0753514378367249,0.0777230275813002,0.0754933947512961,0.0777566161545255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1128.3999,-41.6296,25023.5,979.047403524109,0.0757111972821797,1053.17225464093,0.0729820216999449,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0757111972821797,0.0781325874926124,0.0758621800928693,0.0781665176987627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1129.4,-41.6248,25026.5,979.164778879698,0.0761180553172505,1053.69689768317,0.073360172558734,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0761180553172505,0.0786407730443327,0.0762788098641265,0.0786761945188693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1130.4,-41.6112,25026.5,979.164778879698,0.0762482413094951,1053.82437122148,0.0734811426674069,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0762482413094951,0.0786761578160819,0.07640599720105,0.0787099524845855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1131.4001,-41.6144,25025,979.106091201903,0.0764546944168011,1053.96334820637,0.0736729509327395,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0764546944168011,0.0788771734343179,0.076613175657935,0.0789094289468016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1132.4001,-41.596,25035,979.497342387199,0.0768303678665797,1054.75248352714,0.0740218814669918,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0768303678665797,0.0792867333456301,0.0769802760484009,0.079312434220482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1133.4002,-41.5928,25011.5,978.577902101754,0.0770871366802786,1054.01367059337,0.074260301754095,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0770871366802786,0.0795713172545933,0.077242642771512,0.0796058614446578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1134.4002,-41.5664,25005.5,978.343151390577,0.0773991112178716,1054.0660417743,0.0745499063315926,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0773991112178716,0.0798875215978859,0.0775548253430107,0.0799276196445051,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1135.4002,-41.5664,25038,979.614717742787,0.0776424110359973,1055.67436631468,0.0747757022771899,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0776424110359973,0.0801374736025838,0.0777976357877122,0.0801662971667512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1136.3993,-41.556,25038,979.614717742787,0.077839684636766,1055.86761843742,0.0749587458772416,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.077839684636766,0.0803678510526969,0.0779983170441531,0.0804081308238748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1137.3993,-41.5456,25020,978.910465609256,0.0781451391510243,1055.40756016069,0.0752421008553769,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0781451391510243,0.0806705037812769,0.0783040209433708,0.0807064662620984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1138.3994,-41.5376,25043,979.810343335435,0.0784054253457327,1056.6327900628,0.0754834920847385,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0784054253457327,0.0809287373282991,0.0785667781463618,0.0809730078838969,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1139.3994,-41.5352,25048,980.005968928083,0.0787127243402766,1057.14490861214,0.0757684083251099,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0787127243402766,0.0812645162261764,0.078872321139644,0.0813034864486499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1140.3995,-41.5192,25041.5,979.751655657641,0.0789286143234617,1057.08209621982,0.0759685249803084,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0789286143234617,0.0815332899179751,0.0790920482113705,0.0815651995504766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1141.3995,-41.5088,25046.5,979.947281250289,0.0792394735939054,1057.59778796634,0.0762566019603489,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0792394735939054,0.0818238967668105,0.0794035583093847,0.0818520534765618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1142.3996,-41.5008,25051.5,980.142906842936,0.0795452283723962,1058.10859820534,0.0765398676146374,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0795452283723962,0.0821694629419802,0.0797042873948304,0.0822060726768199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1143.3996,-41.4904,25058,980.397220113378,0.0798032840328059,1058.63613793506,0.0767788801317512,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0798032840328059,0.0824269436215184,0.0799659839018526,0.0824650926059962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1144.3996,-41.4856,25046.5,979.947281250289,0.0801083953879413,1058.44928551603,0.077061402199734,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0801083953879413,0.0827521823746193,0.0802721073350554,0.0827900295026082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1145.3997,-41.488,25049.5,980.064656605877,0.0803702257987028,1058.83267435462,0.0773037840585275,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0803702257987028,0.0830337548136463,0.0805332633813249,0.0830725759382568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1146.3997,-41.4592,25048,980.005968928083,0.0806291822518101,1059.02304880465,0.0775434476636003,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0806291822518101,0.0832957526980887,0.080797589470316,0.0833429760548846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1147.3998,-41.4616,25056,980.318969876319,0.0808929858275281,1059.61989841298,0.0777875382224883,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0808929858275281,0.0835720550647276,0.081059313785089,0.0836177372527706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1148.3998,-41.4408,25046.5,979.947281250289,0.081195180330119,1059.51427746542,0.0780670777059274,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.081195180330119,0.083907081095121,0.0813628411743292,0.0839524202165054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1149.3999,-41.4408,25058,980.397220113378,0.0814907690195943,1060.29054352509,0.0783404310251227,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0814907690195943,0.0842165096310572,0.0816593601560679,0.0842622108501578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1150.3999,-41.4408,25054.5,980.260282198525,0.0817699718609519,1060.41613789031,0.0785985625001055,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0817699718609519,0.0845312082393816,0.0819417637553879,0.0845746964843596,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1151.3999,-41.4192,25053,980.201594520731,0.0820879087883052,1060.6642936059,0.0788924236935642,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0820879087883052,0.0848624699323548,0.0822591310401127,0.0849076532372653,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1152.4,-41.4088,25054.5,980.260282198525,0.0822356387907071,1060.87261268628,0.0790289374812523,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0822356387907071,0.0849949746095441,0.0824069022833623,0.0850416497721554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1153.4001,-41.404,25062.5,980.573283146761,0.0826022614186198,1061.57085382136,0.0793676442559093,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0826022614186198,0.0854105574607286,0.0827742903002429,0.0854541270406236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1154.4001,-41.3928,25067.5,980.768908739409,0.0829247023094609,1062.098878531,0.0796654386483364,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0829247023094609,0.0857440777561537,0.0830959525405626,0.085785611709996,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1155.4001,-41.388,25076,981.10147224691,0.0831665437013142,1062.69629071396,0.079888736160206,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0831665437013142,0.0860151100504044,0.0833389535691589,0.0860536907646215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1156.4002,-41.38,25066,980.710221061615,0.0834605452798462,1062.56083087294,0.0801601271917607,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0834605452798462,0.0863027054293038,0.0836360923061824,0.0863498682353776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1157.4002,-41.372,25051.5,980.142906842936,0.0837427078686385,1062.2227279602,0.0804205204797246,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0837427078686385,0.0866038524229157,0.0839178344218606,0.0866489398489363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1158.4003,-41.364,25064.5,980.65153338382,0.0840382536632235,1063.06377570156,0.0806931917520171,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0840382536632235,0.0869193038987241,0.0842178605052114,0.0869634262702971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1159.3993,-41.3512,25073,980.984096891322,0.0842756339864794,1063.65715358749,0.0809121455903486,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0842756339864794,0.0871700087709061,0.0844532541298434,0.0872125802426208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1160.3994,-41.3432,25067.5,980.768908739409,0.084619651007172,1063.76123151562,0.0812293734675612,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.084619651007172,0.0875908616944788,0.0848024299974983,0.0876338959992844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1161.3994,-41.3328,25061.5,980.534158028232,0.0848339109845236,1063.71670550768,0.0814268978412579,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0848339109845236,0.0877775728305182,0.0850104160429264,0.0878213074462642,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1162.3995,-41.3296,25074.5,981.042784569116,0.0851123417178545,1064.5416332892,0.081683522386232,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0851123417178545,0.0880711911492899,0.0852946572349642,0.0881248920176279,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1163.3995,-41.3192,25071,980.905846654263,0.0853707834322775,1064.64654725644,0.0819216644962992,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0853707834322775,0.0883241546239238,0.0855571081447003,0.088373146343559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1164.3995,-41.304,25069,980.827596417203,0.0856887203596306,1064.87345804761,0.0822145509225539,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0856887203596306,0.0886780023414178,0.0858723683777834,0.0887249917563435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1165.3996,-41.2904,25059.5,980.455907791173,0.085924856731066,1064.70144119926,0.0824320264208259,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.085924856731066,0.0889226842737276,0.0861096831680475,0.0889704985203325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1166.3996,-41.2824,25077.5,981.160159924705,0.0862155125081498,1065.75138596519,0.0826996479640142,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0862155125081498,0.0892403943519881,0.0863991817861471,0.0892878006112688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1167.3997,-41.2776,25084.5,981.434035754411,0.0865049243334134,1066.33291275558,0.0829660529943788,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0865049243334134,0.0895626216351527,0.0866909987673194,0.0896081542287248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1168.3997,-41.272,25086,981.492723432206,0.0867967811674273,1066.68313256537,0.0832346368132104,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0867967811674273,0.089872803038573,0.0869811601542756,0.0899152077414272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1169.3998,-41.256,25081,981.297097839558,0.087097517243746,1066.76563873988,0.0835113163909222,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.087097517243746,0.0901807258395413,0.087283669376967,0.090229104089832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1170.3998,-41.256,25083,981.375348076617,0.087390961188703,1067.13868303193,0.083781213380167,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.087390961188703,0.0905142461349665,0.0875823312207441,0.0905595143012579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1171.3998,-41.2408,25081,981.297097839558,0.0876774561614221,1067.33473111672,0.0840446487480761,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0876774561614221,0.0907928071040575,0.0878634579610321,0.0908439824040976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1172.3999,-41.2352,25072.5,980.964534332057,0.0878870405957242,1067.17860418386,0.0842373200619009,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0878870405957242,0.0910186673492663,0.0880748663978492,0.0910620370288875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1173.3999,-41.2248,25076,981.10147224691,0.0882177173055145,1067.65200457361,0.0845412362324206,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0882177173055145,0.0913604691870159,0.0884078356011359,0.0914037216820133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1174.4,-41.2144,25077.5,981.160159924705,0.0885573590473902,1068.04911249015,0.0848532958001009,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0885573590473902,0.0917700290983281,0.0887495210436394,0.0918183959521419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1175.4,-41.204,25085.5,981.473160872941,0.0887342575752376,1068.56345313302,0.085015789906895,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0887342575752376,0.0919364128122987,0.0889237555447888,0.0919785986852063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1176.4001,-41.1984,25079.5,981.238410161764,0.0890788751243951,1068.64602396782,0.0853322702759951,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0890788751243951,0.0923196223616701,0.0892709606503859,0.0923591945281676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1177.4001,-41.18,25072.5,980.964534332057,0.0894479427610583,1068.70979384962,0.0856710934083651,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0894479427610583,0.0927306880079501,0.0896416723983315,0.0927746994332923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1178.4002,-41.1856,25081,981.297097839558,0.0896918860025394,1069.31148527361,0.0858949828892327,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0896918860025394,0.0929663355304515,0.0898888248191123,0.093009355003936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1179.4002,-41.1696,25095.5,981.864412058236,0.0899250626265398,1070.15863080334,0.0861089439937623,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0899250626265398,0.0933367463325942,0.0901203803593322,0.0933863068317629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1180.4002,-41.1616,25089,981.610098787794,0.0902843073333104,1070.23408662823,0.0864384946460728,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0902843073333104,0.093606272891877,0.0904755240641474,0.0936468677121258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1181.4,-41.1512,25092.5,981.747036702648,0.0905714028344942,1070.66524304541,0.0867017816682299,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0905714028344942,0.0939149485603291,0.090765581731463,0.0939607765016071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1182.4001,-41.1408,25086,981.492723432206,0.0908720960159225,1070.68302443487,0.0869774644292009,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0908720960159225,0.0942319057711057,0.091074095167141,0.0942822938520925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1183.3994,-41.1248,25085.5,981.473160872941,0.0911702155039292,1070.95428046105,0.0872507125585225,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0911702155039292,0.0945563916567224,0.0913698701462802,0.0946027314915983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1184.3994,-41.1168,25087.5,981.55141111,0.0914350485570158,1071.29961204605,0.087493388647275,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0914350485570158,0.0948018264565161,0.0916294211356503,0.0948559139862137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1185.3995,-41.1224,25086,981.492723432206,0.0917594626128135,1071.55396829273,0.0877905807266116,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0917594626128135,0.0951903060782756,0.0919605025653451,0.0952413376113874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1186.3995,-41.1088,25086,981.492723432206,0.0920236093476545,1071.8132263909,0.0880324973707333,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0920236093476545,0.0954651027099464,0.0922256157058854,0.0955206037323547,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1187.3996,-41.096,25084.5,981.434035754411,0.092288785559864,1072.0093910213,0.0882752980013852,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.092288785559864,0.095706020304836,0.0924927287650269,0.0957562251728056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1188.3996,-41.0856,25069,980.827596417203,0.0926427970900105,1071.69420841236,0.0885993461647744,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0926427970900105,0.0961479535179615,0.0928474712381742,0.0961975788273742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1189.3996,-41.0904,25074,981.023222009851,0.0928945043066469,1072.15488793177,0.0888296851460294,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0928945043066469,0.0964039284625316,0.0931018751583921,0.0964510802255639,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1190.3997,-41.0696,25094,981.805724380442,0.093193996431145,1073.30412355443,0.0891036833178973,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.093193996431145,0.0967231442757603,0.0933951718066198,0.0967764460174951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1191.3997,-41.0616,25089.5,981.629661347059,0.0934707113688616,1073.38328409394,0.0893567764768133,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0934707113688616,0.0970401014865369,0.0936773076735197,0.0970864312773183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1192.3998,-41.0512,25067.5,980.768908739409,0.0937632545211213,1072.72899355594,0.0896242770355706,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0937632545211213,0.0973608230347335,0.0939700545837167,0.0974023280768903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1193.3998,-41.0568,25083,981.375348076617,0.0940295460004804,1073.65362651232,0.0898677109481518,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0940295460004804,0.0976333610639522,0.094237215095517,0.09768548772681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1194.3999,-41.0352,25087.5,981.55141111,0.0943121375381763,1074.1236227954,0.0901259809810197,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0943121375381763,0.0979473068047927,0.0945201656025372,0.0979961266647525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1195.3999,-41.0304,25091,981.688349024853,0.0945955440787893,1074.55169251667,0.0903849288978979,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0945955440787893,0.0982221034364636,0.0948056271393324,0.0982782825663056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1196.4,-41.0144,25081,981.297097839558,0.094931625544765,1074.45322647983,0.0906919188939826,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.094931625544765,0.0986075715882868,0.095139768662151,0.0986549056682715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1197.4,-41.0088,25091,981.688349024853,0.0952422703407568,1075.18657615305,0.090975590248717,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0952422703407568,0.0989666893781689,0.0954573622426138,0.0990157568791646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1198.4,-40.9984,25082.5,981.355785517352,0.0954937630829415,1075.06914239962,0.0912051868221541,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0954937630829415,0.0992128770454468,0.0957103574279809,0.0992670906631856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1199.4001,-40.9904,25087.5,981.55141111,0.095808053944614,1075.59194165504,0.0914920399259897,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.095808053944614,0.0995561846181644,0.0960212168822227,0.0996175892601249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1200.4001,-40.98,25081,981.297097839558,0.0961270632442262,1075.62630602496,0.091783115423036,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0961270632442262,0.0998934692510097,0.0963413321507397,0.0999432711509521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1201.4002,-40.9752,25084.5,981.434035754411,0.0964100837308259,1076.05417331778,0.0920412825319146,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0964100837308259,0.10019612197959,0.0966264212007241,0.100242338625043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1202.4002,-40.9592,25099,982.00134997309,0.0967369856902645,1076.99720051326,0.092339394743738,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0967369856902645,0.100580084396445,0.0969523164095583,0.100630887666128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1203.4003,-40.9488,25091,981.688349024853,0.0970461291650938,1076.95740334419,0.0926212306962368,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0970461291650938,0.100894783004769,0.0972559677748043,0.100937668140242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1204.3993,-40.9384,25094,981.805724380442,0.0973598623931917,1077.39419460297,0.0929071697899529,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0973598623931917,0.101243360649875,0.0975811402500469,0.101300373574017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1205.3994,-40.9328,25087.5,981.55141111,0.0976535208126006,1077.40336226347,0.0931747384739597,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0976535208126006,0.101566340800524,0.0978757633136063,0.101626040373099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1206.3994,-40.9272,25081,981.297097839558,0.0979763048625646,1077.44096145824,0.0934687625835931,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0979763048625646,0.101942774542539,0.0982019420239402,0.101997654711834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1207.3994,-40.9168,25094,981.805724380442,0.0982504890017499,1078.26861690554,0.093718449129059,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0982504890017499,0.102197243752141,0.098474375273788,0.102251458913809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1208.3995,-40.9088,25087.5,981.55141111,0.0985797930750487,1078.31254610975,0.0940182484157422,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0985797930750487,0.102588734843836,0.0988070277462157,0.102644296139742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1209.3995,-40.9016,25091,981.688349024853,0.0988960999965683,1078.77349815548,0.0943061304577717,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0988960999965683,0.102905692054613,0.0991199176145746,0.102963429503553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1210.3996,-40.9064,25089,981.610098787794,0.0992227874815552,1079.00818900956,0.0946033732404558,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0992227874815552,0.103272338519335,0.0994482104235425,0.103326648091252,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1211.3996,-40.88,25082.5,981.355785517352,0.0994524467245461,1078.95401949434,0.0948122801679121,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0994524467245461,0.103513256114225,0.099676982557161,0.103566730663864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1212.3997,-40.8672,25087.5,981.55141111,0.0998280343845439,1079.53775912849,0.0951538352054576,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.0998280343845439,0.103946907785026,0.10006229735567,0.10400045548445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1213.3997,-40.8592,25077.5,981.160159924705,0.100240468755362,1079.51211427964,0.0955287638725067,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.100240468755362,0.104427237239837,0.100478117834656,0.104481363400582,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1214.3998,-40.8512,25082.5,981.355785517352,0.100429292062729,1079.91265231852,0.0957003691821195,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.100429292062729,0.104610184038456,0.100661551767515,0.104665321191426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1215.3998,-40.8488,25086,981.492723432206,0.100746070828043,1080.37425886432,0.0959881961066267,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.100746070828043,0.10495273874369,0.100979377398123,0.10500615232522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1216.3998,-40.8384,25059.5,980.455907791173,0.101056501149583,1079.53735136399,0.0962701744525036,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.101056501149583,0.10526292014711,0.101288908666801,0.105319198199331,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1217.3999,-40.8328,25074,981.023222009851,0.101277624309392,1080.37892332735,0.096470982457062,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.101277624309392,0.105522659429101,0.10151461076612,0.105577563553308,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1218.3999,-40.8144,25079,981.218847602499,0.10158784015648,1080.89875105127,0.0967526300239631,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.10158784015648,0.105869731339238,0.101821855571447,0.105921833383033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1219.4,-40.8064,25069.5,980.847158976468,0.101918602656052,1080.81373083851,0.0970528447141766,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.101918602656052,0.106207768839568,0.10215594686063,0.106257065586405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1220.4,-40.8088,25078,981.179722483969,0.102199692872585,1081.45598877464,0.0973079038175171,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.102199692872585,0.106525478917828,0.10243581937235,0.106582436044853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1221.4001,-40.7936,25077.5,981.160159924705,0.102506520023335,1081.73547350413,0.0975862421747424,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.102506520023335,0.106855987743317,0.102746708482792,0.106923138217416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1222.4001,-40.7776,25078,981.179722483969,0.102835695411962,1082.08002156972,0.0978847676269535,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.102835695411962,0.107223387075524,0.103074835976192,0.107275733477444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1223.4002,-40.772,25078,981.179722483969,0.103122790913146,1082.3617138539,0.0981450585658671,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.103122790913146,0.107523781201652,0.103367840186177,0.107579979329831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1224.4002,-40.7648,25078,981.179722483969,0.103479676400947,1082.71188265778,0.0984685291467254,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.103479676400947,0.107927318173092,0.103723115847048,0.107979285448452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1225.4002,-40.7536,25086,981.492723432206,0.103792680415909,1083.36448400595,0.0987521407419085,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.103792680415909,0.108233735239092,0.104037233632504,0.108289678526758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1226.4003,-40.7488,25079.5,981.238410161764,0.104116922892145,1083.40193405139,0.0990458506638012,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.104116922892145,0.108593605896458,0.104360725142931,0.108649974093153,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1227.4001,-40.7464,25081,981.297097839558,0.104435417453073,1083.77926989792,0.0993342699666338,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.104435417453073,0.108965522433569,0.104680983896994,0.109023365675439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1228.3994,-40.7224,25074,981.023222009851,0.104740228543976,1083.77581849011,0.0996102200418481,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.104740228543976,0.10930205419893,0.104985533096719,0.109362054691323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1229.3994,-40.7168,25074,981.023222009851,0.105049886757489,1084.07960038845,0.0998904803375165,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.105049886757489,0.109636327361839,0.105300440796258,0.109692221336555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1230.3995,-40.712,25079.5,981.238410161764,0.105357099962252,1084.61884342798,0.100168450149037,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.105357099962252,0.109979634934557,0.105606192525569,0.110034906982009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1231.3995,-40.7016,25074.5,981.042784569116,0.105691508527504,1084.73067640025,0.10047093881122,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.105691508527504,0.110342517061859,0.105944550249377,0.110398836447176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1232.3995,-40.6984,25074.5,981.042784569116,0.106002110428606,1085.0353901542,0.100751811261619,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.106002110428606,0.110698623381805,0.10625634269669,0.110759045101436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1233.3996,-40.6776,25067.5,980.768908739409,0.106339736110634,1085.06361568027,0.101057031438308,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.106339736110634,0.111066022714012,0.106596005303602,0.111128823327793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1234.3994,-40.6672,25079.5,981.238410161764,0.106679506537181,1085.91643955315,0.101364096485615,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.106679506537181,0.111425893371378,0.106937367838384,0.111488202839562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1235.3997,-40.6696,25066,980.710221061615,0.106984103153632,1085.63062451549,0.101639293328568,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.106984103153632,0.111788775498681,0.107243274987642,0.111853038032721,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1236.3997,-40.6536,25069,980.827596417203,0.107302511924779,1086.07286127791,0.101926888232654,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.107302511924779,0.112107238444425,0.107556919276563,0.112170789899095,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1237.3998,-40.6568,25066,980.710221061615,0.107642153666655,1086.27598137959,0.102233570155516,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.107642153666655,0.112506258210961,0.107904976124058,0.112567758406542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1238.3998,-40.6328,25061.5,980.534158028232,0.107942975532754,1086.3759326573,0.102505120874992,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.107942975532754,0.112816439614381,0.108200298920941,0.112871381969406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1239.3999,-40.6304,25066,980.710221061615,0.108268461960811,1086.8902083252,0.102798853165053,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.108268461960811,0.113171040199359,0.108533789035375,0.113235161260828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1240.3999,-40.6224,25068,980.788471298674,0.10859900998593,1087.30112828732,0.103097064972256,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.10859900998593,0.113545215338922,0.10885729396902,0.113604819477846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1241.3999,-40.6096,25061,980.514595468967,0.108952892831406,1087.34449710873,0.103416230307715,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.108952892831406,0.113934447828165,0.109214615918993,0.114002020229878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1242.4,-40.588,25063,980.592845706026,0.109264009471192,1087.73635168663,0.103696740875913,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.109264009471192,0.114277755400883,0.109527649548009,0.114341624883304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1243.4,-40.588,25043,979.810343335435,0.109580959816067,1087.17890119584,0.103982430368796,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.109580959816067,0.114621815841085,0.10984836299062,0.11469527093327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1244.4001,-40.5856,25038,979.614717742787,0.109846050238496,1087.22152524233,0.10422131222658,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.109846050238496,0.114938020184377,0.110115325455216,0.115005357498979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1245.4001,-40.5672,25056,980.318969876319,0.110139365498782,1088.29067920492,0.104485561946343,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.110139365498782,0.115236155708053,0.110407012868258,0.115309381042956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1246.4002,-40.5648,25056.5,980.338532435584,0.110492604920902,1088.65869058873,0.104803705096406,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.110492604920902,0.115636681209557,0.110761635556549,0.115709466261807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1247.4002,-40.5592,25034.5,979.477779827934,0.110784719124258,1087.98895055462,0.105066719715857,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.110784719124258,0.115946109745493,0.111055172650145,0.116022277743055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1248.4003,-40.5464,25043,979.810343335435,0.111126248241309,1088.69299077833,0.105374138982206,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.111126248241309,0.116318779150088,0.111398359213449,0.116396508886316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1249.3993,-40.5408,25049.5,980.064656605877,0.111493428502797,1089.33542532528,0.105704542126451,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.111493428502797,0.11671704604914,0.111761823456796,0.116794692682121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1250.3994,-40.5224,25043,979.810343335435,0.111798368278371,1089.35154094261,0.105978855896625,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.111798368278371,0.117064870826761,0.112071346759516,0.117140535389417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1251.3994,-40.5224,25044.5,979.86903101323,0.112115404413026,1089.72744369708,0.106263971390486,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.112115404413026,0.117430764424,0.112390812971466,0.117501162118022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1252.3994,-40.52,25051.5,980.142906842936,0.112430381592944,1090.3407478749,0.106547154756731,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.112430381592944,0.117761273249489,0.112705138151561,0.117841578846991,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1253.3995,-40.4984,25048,980.005968928083,0.112801593974126,1090.55220432733,0.106880794025536,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.112801593974126,0.118182126173062,0.11308042054307,0.118253639449365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1254.3995,-40.4912,25048,980.005968928083,0.113099541882571,1090.84419505603,0.107148503947981,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.113099541882571,0.118503600588742,0.113374622783578,0.118586803936321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1255.3996,-40.4856,25043,979.810343335435,0.113418250917951,1090.93871870786,0.107434788691437,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.113418250917951,0.118874764258369,0.113699142458705,0.118947286144269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1256.3996,-40.4728,25043,979.810343335435,0.113772133763426,1091.28545678018,0.107752572793674,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.113772133763426,0.11925420947032,0.114055509079485,0.119341314054848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1257.3997,-40.4616,25018.5,978.851777931461,0.114125930819121,1090.56414822184,0.108070178939389,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.114125930819121,0.119637419019691,0.114401958848498,0.119717789509916,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1258.3997,-40.4568,25039.5,979.673405420582,0.114462183864658,1091.80896287915,0.108371942235956,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.114462183864658,0.119992772472153,0.114744574137695,0.120072719586618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1259.3997,-40.4464,25027,979.184341438963,0.114863036615078,1091.65642830258,0.108731560250464,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.114863036615078,0.120466326119608,0.115148961160637,0.12055012995534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1260.3998,-40.4304,25031.5,979.360404472345,0.115186935932192,1092.16992863683,0.109022046404029,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.115186935932192,0.12081038655981,0.115472780026641,0.120889575462854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1261.3998,-40.4248,25025,979.106091201903,0.115483382519474,1092.17657445932,0.109287837889732,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.115483382519474,0.121140895385299,0.11577264406655,0.121226281060531,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1262.3999,-40.4248,25033,979.41909215014,0.115840997220411,1092.87597648152,0.109608378199555,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.115840997220411,0.121545185224223,0.11612999785705,0.121632653025669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1263.3999,-40.4144,25020,978.910465609256,0.116155416766755,1092.61621871944,0.109890116598822,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.116155416766755,0.121871929712292,0.116442386795949,0.12196327538344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1264.4,-40.404,25028,979.223466557492,0.116553610033973,1093.35549661475,0.110246807297574,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.116553610033973,0.122303322780641,0.116843390422792,0.122398144784416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1265.4,-40.404,25027,979.184341438963,0.116877294876634,1093.62875845191,0.110536661659503,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.116877294876634,0.122669216377879,0.117170229843129,0.122763016189525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1266.4,-40.3912,25020,978.910465609256,0.117241815654919,1093.67970596089,0.110862983367062,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.117241815654919,0.123075011951771,0.11753184252622,0.123165659036818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1267.4001,-40.3672,25010.5,978.538776983225,0.117536117497684,1093.55242565077,0.111126366891752,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.117536117497684,0.123410037982164,0.117833416722323,0.123497911820746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1268.4001,-40.3696,25010,978.51921442396,0.117871341065852,1093.85858648682,0.11142628856321,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.117871341065852,0.123788730326632,0.118165736637719,0.123879272706316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1269.4002,-40.3648,25007,978.401839068371,0.118220848632511,1094.06933478664,0.111738894251933,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.118220848632511,0.124174198478455,0.118516514649066,0.124270225099296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1270.4002,-40.3488,24994,977.893212527487,0.118571042517415,1093.84303020758,0.112052015816037,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.118571042517415,0.124541597810661,0.118863408246959,0.124638176477952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1271.4003,-40.3328,24997,978.010587883076,0.118833859510655,1094.23136068351,0.112286946019516,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.118833859510655,0.124841239069305,0.119130528909117,0.124942158075227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1272.4001,-40.336,25011.5,978.577902101754,0.119208675062626,1095.23287725687,0.112621895467245,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.119208675062626,0.125243270305777,0.119507509215174,0.125340594695317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1273.3994,-40.3176,25003.5,978.264901153518,0.119599447513812,1095.26484285363,0.112970985191562,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.119599447513812,0.125704025206003,0.119901438601818,0.125804104309804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1274.3995,-40.312,24988.5,977.678024375575,0.119890103290896,1094.8919437032,0.113230558431019,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.119890103290896,0.126018723814328,0.12018964215265,0.126123077124324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1275.3995,-40.3016,24987.5,977.638899257045,0.120214989190488,1095.16574896343,0.113520621520434,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.120214989190488,0.126356008447173,0.120515751510255,0.126461220679091,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1276.3993,-40.296,24995,977.932337646017,0.120483768573487,1095.75731109549,0.113760528275732,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.120483768573487,0.126640592356136,0.12078337696551,0.126742653253751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1277.3995,-40.288,25002,978.206213475724,0.120850005147387,1096.42243940947,0.114087330630164,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.120850005147387,0.127074996894422,0.121159300820565,0.127179999877704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1278.3996,-40.2776,25002,978.206213475724,0.121253260011667,1096.81690582332,0.11444704186639,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.121253260011667,0.127507895697739,0.121559713015114,0.127615091102133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1279.3997,-40.2808,24990.5,977.756274612634,0.12160920181188,1096.66043473483,0.114764441447737,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.12160920181188,0.127900892524402,0.121913963839182,0.128010451634561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1280.3997,-40.2568,24997,978.010587883076,0.12195879516832,1097.28758084316,0.115076081977233,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.12195879516832,0.128277326266417,0.122265616784297,0.128385140671257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1281.3997,-40.2488,24980.5,977.365023427339,0.122310833533509,1096.90735410923,0.115389803968186,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.122310833533509,0.128686133310245,0.122624478001537,0.128801690081399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1282.3998,-40.2432,24979,977.306335749544,0.122664802168766,1097.18742408254,0.115705146934552,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.122664802168766,0.129067084257164,0.12297542695543,0.129182073681593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1283.3998,-40.2304,24978.5,977.28677319028,0.123020186335404,1097.51277413127,0.116021650960204,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.123020186335404,0.129488690048221,0.123334548507975,0.129606129360696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1284.3999,-40.2144,24970.5,976.973772242043,0.123377200507875,1097.51006123088,0.116339505830912,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.123377200507875,0.12987340533256,0.123689329811507,0.129983096246133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1285.3999,-40.22,24982,977.423711105133,0.123717700147558,1098.34832471275,0.116642563474085,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.123717700147558,0.130213701435342,0.124028667103772,0.13032552346528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1286.4,-40.1992,24979,977.306335749544,0.124153855392746,1098.64268523261,0.117030624126026,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.124153855392746,0.130788892193141,0.124473337395794,0.130914753376008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1287.4,-40.1992,24961,976.602083616012,0.124437347723139,1098.12785668208,0.11728277518977,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.124437347723139,0.131050137210099,0.124758541234119,0.131164731409595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1288.4001,-40.1776,24955.5,976.3868954641,0.124815980920353,1098.25558357923,0.117619449761699,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.124815980920353,0.131465720061283,0.125136043493742,0.131590180641114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1289.3999,-40.1776,24966,976.79770920866,0.125102089839058,1098.99714398067,0.117873778062774,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.125102089839058,0.131767619922379,0.125412383554709,0.131885428574319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1290.4002,-40.1728,24947.5,976.073894515863,0.125503586012834,1098.57466849112,0.118230567510471,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.125503586012834,0.13224042070235,0.125823382650654,0.132358956916043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1291.4002,-40.1592,24967,976.83683432719,0.125851034624755,1099.77276058684,0.118539224895224,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.125851034624755,0.132604055697136,0.126169661115918,0.132725493594709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1292.4002,-40.1488,24949.5,976.152144752923,0.126191662949109,1099.33440719063,0.118841730995413,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.126191662949109,0.132973713631795,0.126513206326732,0.133099880250823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1293.4003,-40.1464,24946,976.015206838069,0.126569481143406,1099.54894515564,0.119177157766095,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.126569481143406,0.133373486265815,0.126888949795583,0.133502497613205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1294.3991,-40.136,24946,976.015206838069,0.126931728492502,1099.90250407699,0.119498655132652,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.126931728492502,0.133781540442159,0.127254508788781,0.133915698340612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1295.3992,-40.128,24944,975.93695660101,0.127311991695549,1100.18543431518,0.119836030548849,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.127311991695549,0.134152704111786,0.127629438081789,0.134282224188519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1296.3994,-40.1144,24946.5,976.034769397334,0.127650132116262,1100.62573666097,0.120135938400672,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.127650132116262,0.134573557035358,0.12797194573963,0.134698659157851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1297.3994,-40.1016,24933,975.506580297185,0.128028936893037,1100.3996507048,0.120471806020796,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.128028936893037,0.134977846874283,0.128345010461488,0.13511075101771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1298.3995,-40.104,24924.5,975.174016789684,0.128353007789712,1100.34053496301,0.120759054285362,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.128353007789712,0.135336211796681,0.12867213978218,0.13547356718273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1299.3995,-40.0912,24913,974.724077926594,0.128704102467314,1100.17506552942,0.12107016265638,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.128704102467314,0.13567424929701,0.129023727234945,0.135811133281164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1300.3996,-40.0776,24923,975.11532911189,0.12905811399746,1100.96187441708,0.121383757711223,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.12905811399746,0.136088326413226,0.129375537041908,0.136236432212925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1301.3996,-40.0696,24913,974.724077926594,0.129377638035757,1100.83157686532,0.121666718198491,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.129377638035757,0.13647379456505,0.129700764561577,0.136613930197843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1302.3996,-40.0624,24913.5,974.743640485859,0.129834211248756,1101.29871221808,0.122070906251381,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.129834211248756,0.136963911297153,0.130152915951081,0.137104752439336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1303.3997,-40.0512,24918,974.919703519242,0.130125724923647,1101.78183668203,0.122328887529582,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.130125724923647,0.137259788218377,0.130444372459223,0.137406156624624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1304.3997,-40.0384,24916.5,974.861015841448,0.130478964345767,1102.0598715695,0.122641405172911,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.130478964345767,0.137679888274465,0.130796876441998,0.137825895240393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1305.3998,-40.036,24911.5,974.6653902488,0.130882347894719,1102.23188493629,0.122998166873084,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.130882347894719,0.138129350162431,0.131204385449224,0.138273143767518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1306.3998,-40.028,24908,974.528452333946,0.13122263305995,1102.40864184104,0.123299023969163,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.13122263305995,0.138485456482377,0.131549603943484,0.138633215732632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1307.3999,-40.0144,24905,974.411076978358,0.131640729556295,1102.68326203952,0.123668552689288,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.131640729556295,0.138926636828019,0.131966305963327,0.139077622096264,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1308.3999,-40.0072,24896.5,974.078513470857,0.131904876291136,1102.56421928808,0.12390194470521,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.131904876291136,0.139179600302653,0.132225753922892,0.139334642338733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1309.3999,-39.9936,24887,973.706824844826,0.132338114683779,1102.56535029952,0.124284623065843,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.132338114683779,0.139692303059277,0.132665944453717,0.139839700722214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1310.4,-39.9856,24882,973.511199252178,0.132687579355547,1102.68404375647,0.124593197644454,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.132687579355547,0.140047656511739,0.133015368405481,0.140212132277376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1311.4,-39.9752,24877,973.315573659531,0.133056346727978,1102.82138810411,0.12491871313757,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.133056346727978,0.140545301918683,0.133382935562833,0.140705999244159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1312.4001,-39.9704,24882,973.511199252178,0.133433006760234,1103.40972568316,0.125251086228266,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.133433006760234,0.140890868093852,0.133765386877366,0.141050054460994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1313.4001,-39.9672,24862.5,972.748259440852,0.133799629388147,1102.901616042,0.12557449603215,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.133799629388147,0.141262784630963,0.134130615438908,0.141421522529895,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1314.4002,-39.9568,24863.5,972.787384559382,0.134179549432072,1103.31555751276,0.125909525604755,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.134179549432072,0.1416806260846,0.134507052150541,0.14184533906631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1315.4002,-39.9464,24852.5,972.357008255557,0.134540381249786,1103.17829085716,0.126227618478077,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.134540381249786,0.142068352838875,0.134872359554364,0.142238835890672,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1316.4003,-39.9408,24862.5,972.748259440852,0.134915797330222,1103.9873664649,0.126558460807093,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.134915797330222,0.142462855400507,0.135241228159123,0.142636193787345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1317.3991,-39.928,24849,972.220070340703,0.135286494972719,1103.74831599923,0.126885037559348,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.135286494972719,0.14285585222717,0.135617950388508,0.143031511537743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1318.3993,-39.9256,24849,972.220070340703,0.135640377818194,1104.09236800415,0.12719670135846,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.135640377818194,0.143232285969185,0.135967247286073,0.143415521522763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1319.3994,-39.904,24845.5,972.08313242585,0.136021842078172,1104.30767075153,0.127532547295609,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.136021842078172,0.143674972049794,0.136355730990913,0.1438555451132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1320.3995,-39.904,24849,972.220070340703,0.136347156926667,1104.7795128387,0.127818869500198,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.136347156926667,0.14401602102006,0.136683577862452,0.144209538248821,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1321.3995,-39.8936,24832.5,971.574505884966,0.136756031021585,1104.44317915155,0.128178619204035,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.136756031021585,0.144444402618473,0.137098353711121,0.14463651351324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1322.3995,-39.8808,24833,971.59406844423,0.137141613191036,1104.84004635751,0.128517756872899,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.137141613191036,0.144846433854945,0.137481608042275,0.145033503230335,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1323.3996,-39.8728,24829.5,971.457130529377,0.137607751964586,1105.13716239149,0.128927594358483,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.137607751964586,0.14532375183982,0.137943361644215,0.145515415822482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1324.3996,-39.8672,24821,971.124567021876,0.13787820424831,1105.02147842427,0.129165303832593,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.13787820424831,0.145610594351235,0.138216406271429,0.145809296861309,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1325.3997,-39.852,24801.5,970.36162721055,0.13828493359871,1104.5480203961,0.129522685382242,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.13828493359871,0.146041987419584,0.13861978943278,0.146242435334115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1326.3997,-39.836,24794.5,970.087751380843,0.138645508047081,1104.58606052129,0.129839405159702,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.138645508047081,0.146434231378764,0.138981465787219,0.146641545049971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1327.3997,-39.8336,24800,970.302939532755,0.139029074156686,1105.2032588675,0.130176210176738,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.139029074156686,0.14683701548272,0.139363475770529,0.147036611241741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1328.3998,-39.828,24795,970.107313940108,0.13937206170001,1105.3131703542,0.130477287577479,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.13937206170001,0.14719387467015,0.139707133840094,0.147399264244479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1329.3998,-39.828,24793.5,970.048626262313,0.139747606465118,1105.61059993725,0.130806840056669,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.139747606465118,0.147583107159393,0.140079105959342,0.14779214429377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1330.3999,-39.812,24767,969.01181062128,0.140131129679833,1104.80053031674,0.131143281826358,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.140131129679833,0.148003207215482,0.14046469223029,0.148214319690231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1331.3999,-39.8016,24783,969.637812517753,0.140453870834906,1105.82719659376,0.131426315484086,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.140453870834906,0.148325434498647,0.140790332734431,0.14855220340451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1332.4,-39.7936,24781.5,969.579124839959,0.140888996602725,1106.18215486561,0.131807780084875,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.140888996602725,0.14876887344674,0.141226366105598,0.148991942363851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1333.4,-39.7832,24786.5,969.774750432607,0.141139030918637,1106.64781891803,0.132026913516978,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.141139030918637,0.149008285306662,0.141475597949002,0.149234777755189,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1334.4001,-39.7832,24773.5,969.266123891722,0.141596890978347,1106.51119356542,0.132428063787106,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.141596890978347,0.149504424978637,0.141932879335476,0.149735521508784,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1335.4001,-39.7624,24767,969.01181062128,0.142063930544594,1106.67343718227,0.132837090879358,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.142063930544594,0.1499870130359,0.142405415294726,0.150217539091657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1336.4002,-39.7544,24747,968.229308250689,0.142366339521636,1106.07257068391,0.13310184746464,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.142366339521636,0.150277619884736,0.142708237009134,0.150516488923566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1337.4002,-39.7488,24750.5,968.366246165543,0.142697745444563,1106.54992625798,0.133391910161289,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.142697745444563,0.150585542685704,0.14303006624317,0.150829540841049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1338.4002,-39.7384,24752.5,968.444496402602,0.143162082632717,1107.08902742179,0.13379817933741,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.143162082632717,0.151155463371115,0.143501519586923,0.15139835966065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1339.4003,-39.736,24741,967.994557539512,0.143507686764353,1106.90921729249,0.134100456595712,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.143507686764353,0.151421225592977,0.143841946205564,0.151679241541782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1340.3993,-39.704,24731,967.603306354217,0.143927155897189,1106.8676982745,0.134467216015228,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.143927155897189,0.151863158806103,0.144264055003244,0.152112084688376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1341.3994,-39.7096,24722.5,967.270742846716,0.144279022682818,1106.82762029432,0.134774764165125,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.144279022682818,0.152218512258565,0.144609902327763,0.152470034815851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1342.3994,-39.704,24714,966.938179339214,0.144662889056655,1106.81824990161,0.135110173618259,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.144662889056655,0.152593440265612,0.144994011696335,0.152856547769203,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1343.3995,-39.6936,24708,966.703428628037,0.14503573144367,1106.90996748821,0.135435843020312,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.14503573144367,0.152927713428521,0.145360977254791,0.153190332658496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1344.3995,-39.6832,24699.5,966.370865120536,0.145553601454995,1107.02962488001,0.135888014880812,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.145553601454995,0.153540547560521,0.145882546249809,0.153814676612826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1345.3996,-39.6728,24698,966.312177442742,0.145819592670121,1107.21942554962,0.136120182401146,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.145819592670121,0.1537159656843,0.146145270976206,0.153987468632786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1346.3996,-39.6672,24693,966.116551850094,0.146237860746028,1107.39936962398,0.136485154125504,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.146237860746028,0.154108962510964,0.146562624418552,0.15438845813222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1347.3996,-39.6592,24683,965.725300664798,0.146630477677499,1107.33006280652,0.136827622054193,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.146630477677499,0.154507982277499,0.146951646810879,0.154783681170265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1348.3997,-39.6384,24678,965.529675072151,0.147091297484644,1107.55068773844,0.137229431740385,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.147091297484644,0.154955185563013,0.147409888184996,0.155241968356981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1349.3997,-39.6408,24673,965.334049479503,0.147435657664459,1107.65870993041,0.137529589628378,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.147435657664459,0.155281177183598,0.147749631597114,0.155569031373412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1350.3998,-39.628,24655,964.629797345971,0.147879705569472,1107.27896776103,0.137916506317619,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.147879705569472,0.155735909143952,0.148193056960475,0.156021084005839,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1351.3998,-39.6176,24662,964.903673175678,0.148132871212381,1107.83762472656,0.138137032674047,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.148132871212381,0.155906810062827,0.148444824410873,0.156209198344452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1352.3999,-39.6176,24628.5,963.592981704938,0.148545820321883,1106.73069162871,0.138496638147354,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.148545820321883,0.156315617106655,0.148847689879349,0.156615301577292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1353.3999,-39.5992,24624,963.416918671555,0.148914845063656,1106.88399984723,0.138817883904033,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.148914845063656,0.156653654606984,0.149217950387777,0.156948367443178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1354.4,-39.5832,24624,963.416918671555,0.149301756974709,1107.25675732838,0.139154590126036,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.149301756974709,0.157036111288871,0.149605878508646,0.15733700191156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1355.4,-39.5912,24623.5,963.39735611229,0.149662116948629,1107.58144389077,0.13946808785513,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.149662116948629,0.157337258282483,0.149958532116868,0.157648125551204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1356.4,-39.5752,24602.5,962.57572862317,0.150035002230534,1106.99578021421,0.139792378634174,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.150035002230534,0.157667767107972,0.150330855056509,0.157982351909843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1357.4001,-39.5672,24612.5,962.966979808465,0.150427361792663,1107.8235620745,0.140133492292081,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.150427361792663,0.158055493862248,0.150730447026943,0.158367319499414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1358.4001,-39.5672,24591,962.12578976008,0.150802434713977,1107.21670135701,0.140459468363835,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.150802434713977,0.158383744085285,0.151103455633404,0.158709215856234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1359.4002,-39.5488,24588,962.008414404492,0.151168885762328,1107.434154504,0.140777848569694,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.151168885762328,0.15870597136845,0.151471275761284,0.159039053048026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1360.4002,-39.5416,24589,962.047539523021,0.151563046909852,1107.85839588526,0.141120190764007,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.151563046909852,0.159037985928907,0.151860559600791,0.159368887464166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1361.4002,-39.536,24583,961.812788811844,0.151973722590165,1107.98305876241,0.141476751761949,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.151973722590165,0.159408396731049,0.152267760974187,0.159744915442397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1362.3993,-39.52,24556.5,960.775973170811,0.152355186850142,1107.15517608438,0.141807836670791,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.152355186850142,0.159732882616666,0.152644728584384,0.160066907814065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1363.3993,-39.5176,24558,960.834660848605,0.152736951374352,1107.58961772143,0.142139072478132,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.152736951374352,0.160047581224991,0.153024550725179,0.160390360489479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1364.3994,-39.4968,24530,959.739157529778,0.153169417658968,1106.74184539312,0.142514166883954,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.153169417658968,0.160402934677453,0.153450022195792,0.160750450400643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1365.3994,-39.4968,24525,959.54353193713,0.153518582066504,1106.8512943912,0.142816907792342,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.153518582066504,0.160669449766799,0.153795503983785,0.161023756330071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1366.3995,-39.4888,24520.5,959.367468903747,0.153963959713119,1107.07548323612,0.143202936847021,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.153963959713119,0.16104513064133,0.15423484299482,0.161405033844238,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1367.3995,-39.4784,24509,958.917530040657,0.154299955389314,1106.87846214796,0.143494060991336,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.154299955389314,0.161319927273001,0.154563736341408,0.161687397108697,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1368.3996,-39.4672,24494,958.330653262714,0.154754684122027,1106.63681079284,0.143887926715265,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.154754684122027,0.161670010653075,0.155004511238557,0.162037079831668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1369.3996,-39.4624,24476,957.626401129182,0.155136105487114,1106.188831512,0.144218177279724,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.155136105487114,0.16199976661108,0.155382822558623,0.162379060630101,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1370.3997,-39.452,24456,956.843898758591,0.155525419512028,1105.65744752055,0.1445551492026,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.155525419512028,0.162277574712687,0.155756393128357,0.162654475983832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1371.3997,-39.4384,24448,956.530897810355,0.155886637383755,1105.64128302368,0.144867700894619,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.155886637383755,0.162532043922289,0.156122938590305,0.162956622693328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1372.3998,-39.436,24456.5,956.863461317856,0.156294739370646,1106.41618661782,0.145220702605671,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.156294739370646,0.162843731060677,0.156526307002935,0.163295362642325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1373.3998,-39.436,24421.5,955.494082169322,0.1567007824028,1105.2207524265,0.145571799728431,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.1567007824028,0.163162946873906,0.156945276694194,0.163640460037319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1374.3998,-39.412,24403.5,954.78983003579,0.157153580865447,1104.83847079983,0.145963179994721,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.157153580865447,0.163496467169331,0.157433947088454,0.164103826425546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1375.3999,-39.3968,24398.5,954.594204443142,0.15745247246148,1104.89742213011,0.146221445626806,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.15745247246148,0.163701247124987,0.157728611308915,0.164331067241887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1376.3999,-39.3968,24392,954.3398911727,0.157873056861466,1105.00444707697,0.146584750396943,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.157873056861466,0.163977549491626,0.158164412100646,0.164645528567156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1377.4,-39.3808,24380.5,953.889952309611,0.158271593287807,1104.86363488288,0.146928888169382,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.158271593287807,0.16426589773801,0.158564620127107,0.164959407801215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1378.4,-39.3808,24365.5,953.303075531667,0.158650569644144,1104.54515150828,0.147256025926343,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.158650569644144,0.164513591140255,0.15894735347251,0.165231848504228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1379.4001,-39.3624,24341,952.344510127694,0.15906750797845,1103.83157809066,0.147615809407197,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.15906750797845,0.164793657844314,0.159379114854362,0.165577920915929,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1380.4001,-39.3648,24321.5,951.581570316367,0.159373048282488,1103.23802586712,0.147879383390133,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.159373048282488,0.164938208401248,0.159671017819675,0.165737530031727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1381.4001,-39.352,24316.5,951.38594472372,0.159872001647164,1103.48592004568,0.148309655622374,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.159872001647164,0.16534023963772,0.160206276972264,0.166205346419295,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1382.4002,-39.3464,24282,950.03612813445,0.160223825537902,1102.25455098337,0.148612939555143,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.160223825537902,0.16548780166459,0.160586568422128,0.16643306868288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1383.4002,-39.3336,24268.5,949.507939034301,0.160590233691362,1101.98964085562,0.148928697859905,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.160590233691362,0.165719684849671,0.160959701556034,0.166679829719163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1384.4003,-39.3256,24260.5,949.194938086065,0.160982893517724,1101.99908573154,0.149266968341678,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.160982893517724,0.165981682734113,0.16134253938977,0.166937379650114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1385.3993,-39.3048,24239,948.35374803768,0.161382631000995,1101.40157101566,0.149611218618388,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.161382631000995,0.166224106063971,0.161746753877108,0.167180622188513,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1386.3994,-39.3096,24224,947.766871259737,0.161773961085755,1101.09087220928,0.149948113763376,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.161773961085755,0.166445449104276,0.1621528093814,0.167451743752013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1387.3994,-39.2936,24203,946.945243770616,0.162208486325109,1100.54779839541,0.150322062581193,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.162208486325109,0.166729280145755,0.162618985776856,0.167815896994935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1388.3994,-39.2888,24178,945.967115807377,0.162514498472942,1099.70048720471,0.150585330206283,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.162514498472942,0.166784992339573,0.162915433364555,0.167899969830861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1389.3995,-39.2728,24165,945.458489266493,0.162971586424625,1099.54135916088,0.150978441960886,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.162971586424625,0.16710947822519,0.163381712844157,0.168232951531254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1390.3995,-39.2728,24130.5,944.108672677224,0.163391012662572,1098.36754476947,0.15133902740243,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.163391012662572,0.167314258180846,0.163766924280956,0.168392554321853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1391.3996,-39.2624,24109,943.267482628839,0.163753774750352,1097.73109350857,0.151650793213204,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.163753774750352,0.167464831677652,0.164137957867466,0.168554995555101,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1392.3996,-39.252,24094.5,942.70016841016,0.16420189766995,1097.49332499689,0.152035785874742,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.16420189766995,0.167723818092158,0.164583784874042,0.168833935968812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1393.3997,-39.2384,24066.5,941.604665091333,0.164518933804605,1096.5164606576,0.152308069381059,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.164518933804605,0.167818679395146,0.164897835942219,0.168935564970952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1394.3997,-39.2312,24043.5,940.704787365153,0.16498331388765,1095.90538057463,0.152706764071872,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.16498331388765,0.16812208499121,0.165395001489245,0.16928503205849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1395.3998,-39.2256,24014,939.550596368532,0.165401796438008,1094.95395285229,0.15306591720326,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.165401796438008,0.168292233042601,0.165802653331632,0.169450665773085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1396.3998,-39.22,23978,938.142092101468,0.165824697162074,1093.70922041919,0.153428731138213,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.165824697162074,0.168503788805613,0.166251402920953,0.169716955781054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1397.3999,-39.1992,23946.5,936.909650867787,0.166232627569404,1092.65460392667,0.153778577093683,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.166232627569404,0.16873115478579,0.16666431592678,0.169956406367522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1398.3999,-39.1968,23928,936.185836174991,0.166606199169555,1092.16020005648,0.154098849200836,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.166606199169555,0.168859142258075,0.167032021334996,0.170079508767581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1399.4,-39.1808,23887,934.581706315279,0.167074010843828,1090.72602045064,0.154499771039683,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.167074010843828,0.169100059852965,0.167536223687276,0.170397697946017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1400.4,-39.1864,23857.5,933.427515318658,0.167425706049895,1089.70727611728,0.154801073461082,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.167425706049895,0.169226541590282,0.167895470528436,0.170540156442999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1401.4,-39.1648,23823.5,932.097261288653,0.167825443533166,1088.52689758047,0.155143424207593,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.167825443533166,0.169420028533677,0.168300304077324,0.170718677358528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1402.4001,-39.16,23802,931.256071240268,0.16824452661199,1087.93480810063,0.155502217470359,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.16824452661199,0.169601469597329,0.168729262824957,0.170911466479354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1403.4001,-39.152,23752.5,929.319377873055,0.168664682063073,1086.06273527707,0.155861799651858,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.168664682063073,0.16977914632356,0.169157827621527,0.171099051736128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1404.4002,-39.1416,23723,928.165186876434,0.168985921896984,1085.01203665343,0.156136639557693,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.168985921896984,0.169869490421643,0.169471920006362,0.17117551135317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1405.4002,-39.1312,23682,926.561057016722,0.169473465220823,1083.58857008801,0.156553617790104,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.169473465220823,0.170125465366213,0.170021920696516,0.171528220836776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1406.4003,-39.1312,23655.5,925.524241375689,0.169893363302563,1082.76466756106,0.156912602179495,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.169893363302563,0.170324222381997,0.170406050780631,0.171645900613711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1407.3993,-39.1176,23609.5,923.72448592333,0.170294730791668,1081.02989857932,0.157255623746055,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.170294730791668,0.170480065951191,0.17085032892193,0.171862209151846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1408.3993,-39.1128,23585,922.765920519356,0.170703133042792,1080.28495421713,0.157604536713108,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.170703133042792,0.17063666238787,0.17130197298001,0.172096728856084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1409.3994,-39.0968,23537,920.887914829938,0.171098795511478,1078.45072785842,0.157942449555032,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.171098795511478,0.17079928176442,0.171750806418804,0.172329385570541,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1410.3994,-39.0832,23495.5,919.264222410962,0.171509042242888,1076.92634876482,0.158292697453116,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.171509042242888,0.170955878201098,0.172139462418738,0.17243382587678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1411.3995,-39.0784,23443.5,917.229716247425,0.17193031296112,1074.92930841908,0.158652229456224,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.17193031296112,0.171198301530956,0.17257680685846,0.172677131942544,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1412.3995,-39.0728,23419,916.271150843452,0.172341975223911,1074.1831308205,0.159003436326772,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.172341975223911,0.171358662305054,0.173034605919052,0.172902298848939,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1413.3996,-39.0544,23346.5,913.434579750059,0.172765519371332,1071.24457933231,0.159364651454865,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.172765519371332,0.171555160718386,0.173476236748442,0.173095389372327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1414.3996,-39.052,23311.5,912.065200601525,0.173147541264884,1069.98704755894,0.159690342891039,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.173147541264884,0.171674866648347,0.173880258383427,0.173248962861011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1415.3996,-39.0496,23272.5,910.539320978873,0.173661422051405,1068.66487429378,0.16012828292175,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.173661422051405,0.17190900843588,0.174372836955935,0.173406567298256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1416.3997,-39.0336,23223,908.60262761166,0.17397832950139,1066.67979494411,0.16039826254848,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.17397832950139,0.172021938558485,0.17475760782681,0.173614947366947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1417.3997,-39.02,23157,906.02036978871,0.174441251158162,1064.06769666943,0.16079250356621,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.174441251158162,0.172281677840475,0.175233972818201,0.173859013299432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1418.3998,-39.0128,23109.5,904.161926658557,0.174833739404962,1062.23993732387,0.161126639205526,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.174833739404962,0.172416441120116,0.175646779459754,0.17398447234794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1419.3998,-39.0096,23040.5,901.462293480018,0.175257369342164,1059.45020359648,0.161487161348871,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.175257369342164,0.172560238809566,0.176088726137491,0.174143216981371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1420.3999,-38.9944,23001,899.916851298101,0.175675894787413,1058.01054938417,0.1618432118213,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.175675894787413,0.17276652450019,0.176597195390452,0.174462171679249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1421.3999,-38.9944,22937,897.41284371221,0.176076147009368,1055.42583950978,0.162183598238495,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.176076147009368,0.172911827924608,0.176987634101624,0.174555493749859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1422.4,-38.9832,22878,895.104461718967,0.176541470780001,1053.12751989257,0.162579177845808,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.176541470780001,0.173110584940392,0.177477500435663,0.174774455280363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1423.3998,-38.976,22820.5,892.854767403518,0.176950344874919,1050.84572641879,0.16292663951643,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.176950344874919,0.173283744461718,0.177914366711334,0.174962568236964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1424.3999,-38.9648,22753,890.213821902773,0.177399625956556,1048.13742092968,0.163308299926018,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.177399625956556,0.173514874779316,0.178394771577194,0.175168838663787,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1425.4001,-38.952,22672.5,887.064249861145,0.177870912116949,1044.84717709028,0.163708496981146,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.177870912116949,0.173703844517807,0.178904992411345,0.175428314843701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1426.3999,-38.952,22619.5,884.990618579079,0.178295271267287,1042.78026098764,0.164068708546798,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.178295271267287,0.173898837196171,0.179359150910982,0.175615005152314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1427.4002,-38.944,22537.5,881.782358859656,0.178712252496482,1039.36767042313,0.164422531119989,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.178712252496482,0.174075008187434,0.179824346591815,0.175825350374892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1428.4002,-38.9256,22466.5,879.004475444058,0.179143603513949,1036.47250468,0.164788415252541,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.179143603513949,0.174271506600766,0.180321049393792,0.176069484900884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1429.4003,-38.9152,22389.5,875.991841317283,0.179593141964929,1033.3139684351,0.165169584077154,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.179593141964929,0.174508659858235,0.180807177829558,0.176281746384198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1430.4001,-38.9128,22320.5,873.292208138745,0.180013426100683,1030.49653051283,0.16552581646427,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.180013426100683,0.174667514897365,0.181289322793451,0.176508931062219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1431.3993,-38.9016,22246.5,870.396949367558,0.180479521979342,1027.48577472169,0.16592073048856,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.180479521979342,0.174885846467734,0.181786956348774,0.176718112365354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1432.3992,-38.8888,22171,867.443002918577,0.180937424933942,1024.39590614363,0.166308550996867,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.180937424933942,0.175075569073709,0.182264670067406,0.176878645287731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1433.3994,-38.8888,22072,863.569616184152,0.181393783672489,1020.21577632839,0.166694914045843,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.181393783672489,0.175280349029366,0.182778539317234,0.17711754377022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1434.3995,-38.8784,21970,859.578854094139,0.181844051336605,1015.88815536589,0.167075974016105,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.181844051336605,0.175529548166579,0.183320931831417,0.177417360019125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1435.3995,-38.868,21889.5,856.42928205251,0.182300796129165,1012.55702199901,0.16746236725993,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.182300796129165,0.175709483495263,0.183821339417067,0.177666003834424,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1436.3996,-38.86,21791,852.57545787735,0.182738452695515,1008.37377785603,0.167832472383186,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.182738452695515,0.175872855739297,0.184358149791216,0.177942305623712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1437.3996,-38.844,21677.5,848.134756924246,0.183201202772726,1003.51406450612,0.168223648956132,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.183201202772726,0.17609570451457,0.184879800907238,0.178170934665751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1438.3997,-38.8392,21592.5,844.809121849235,0.183645679626643,999.954667186025,0.168599234603389,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.183645679626643,0.176295214397838,0.185415996295076,0.178501638173652,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1439.3997,-38.828,21488.5,840.740109522162,0.184091572011942,995.513277937589,0.168975874697438,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.184091572011942,0.176494724281106,0.185961323108695,0.178766796486995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1440.3998,-38.8208,21352.5,835.419093402144,0.184590654061288,989.629650268534,0.169397275298361,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.184590654061288,0.176777802455101,0.186507288869776,0.17901125422967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1441.3998,-38.8128,21228.5,830.56757870448,0.185054819669881,984.268112205287,0.169789034841866,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.185054819669881,0.176912565734742,0.187068051722463,0.179285852244231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1442.3998,-38.7992,21089,825.109624669608,0.185506588655159,978.172896408606,0.170170184209405,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.185506588655159,0.17715122472718,0.18758901631711,0.179508626128933,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1443.3999,-38.7968,20965.5,820.277672531209,0.186001681479702,972.85069890227,0.170587718348308,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.186001681479702,0.177320619911086,0.187417401268411,0.179777654049716,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1444.3999,-38.7808,20811.5,814.252404277659,0.186494286400604,966.105825363397,0.1710029813748,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.186494286400604,0.177611226759922,0.18793169174134,0.180001615399741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1445.4,-38.7784,20642,807.620696686901,0.186989422120037,958.637224052566,0.171420204147248,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.186989422120037,0.177770081799052,0.18846364117126,0.180248793641905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1446.4,-38.7704,20375.5,797.193852598777,0.187502702378093,946.669854280251,0.171852532610885,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.187502702378093,0.178007235056522,0.189008939449959,0.180471720919725,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +1447.4001,-38.7464,19323,756.014665346429,0.188309812635119,898.379645327217,0.17253197198834,"S191107-ERR-173","DP980","A36R19W18","E191120-WEL-001",NA,0.00025,0.188309812635119,0.177845368547455,0.186897092912223,0.18089476340347,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG",NA,"0.00025 mm/mm/s" +0,-44.976,-6.5,-0.254607694197514,0,-0.254607694197514,0,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0,0,-2.53861972094167e-18,-1.76927972051818e-18,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +0.350000000000023,-44.9784,-16,-0.626726631870804,-3.75887817972959e-05,-0.626703073980192,-3.75894882732331e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-3.75887817972959e-05,-5.15613459429842e-05,-4.23047110692639e-05,-4.97503567167505e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +0.600099999999998,-44.9784,-8,-0.313363315935402,-1.12435600070077e-05,-0.313359792616155,-1.12436232163295e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-1.12435600070077e-05,-9.9572558444863e-06,-2.23019171320768e-05,-5.31920069459029e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +0.850099999999998,-44.984,-1.5,-0.0587556217378879,-6.89146041036429e-06,-0.0587552168258468,-6.89148415655223e-06,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-6.89146041036429e-06,-1.1840492653579e-05,-8.71943548981538e-06,-1.67319909746475e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1.1001,-44.9736,-4.5,-0.176266865213664,2.12833766552525e-05,-0.176270616767748,2.12831501674538e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,2.12833766552525e-05,3.39565534028542e-05,1.54051994382892e-05,2.84442317914541e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1.3501,-44.976,-6.5,-0.254607694197514,-1.27178360776928e-05,-0.254604456138595,-1.27179169500654e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-1.27178360776928e-05,-1.8793298472049e-05,-1.26817858817775e-05,-9.20620673829911e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1.6001,-44.984,1.5,0.0587556217378879,2.77854480538636e-05,0.0587572542891636,2.77850620455182e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,2.77854480538636e-05,3.12949494307887e-05,2.00860547715895e-05,2.82192540623091e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1.8501,-44.984,-6.5,-0.254607694197514,-2.48015740084896e-05,-0.254601379525943,-2.48018815726482e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-2.48015740084896e-05,-2.00707163796531e-05,-3.03617300233438e-05,-2.00545941781149e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +2.1001,-44.984,-9.5,-0.37211893767329,-2.73295707519902e-05,-0.372108767822455,-2.73299442115447e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-2.73295707519902e-05,-3.05643217270996e-05,-1.13923452050668e-05,-1.49335782378101e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +2.35019999999997,-44.984,-4.5,-0.176266865213664,-5.23518112547364e-05,-0.176257637324006,-5.23531816586359e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-5.23518112547364e-05,-5.80476405861503e-05,-5.74939089909064e-05,-7.03221549521285e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +2.6001,-44.968,42.5,1.66474261590682,-1.35762049941829e-05,1.6647200150198,-1.35762971517085e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-1.35762049941829e-05,-5.34151421892336e-05,-3.695297767347e-05,-5.23089610125754e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +2.85019999999997,-44.984,108.5,4.24998997237389,7.63258434946505e-08,4.24999029675796,7.63258405105023e-08,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,7.63258434946505e-08,-2.38070115763459e-05,-1.16864628055297e-05,-1.96628606159463e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +3.10019999999997,-44.9784,240,9.40089947806206,-2.7358574573416e-06,9.40087375854112,-2.73586119982366e-06,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-2.7358574573416e-06,-6.93587195802062e-08,9.30504383981966e-06,1.03520799248759e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +3.35019999999997,-44.9704,320.5,12.554117844662,3.7486165940821e-05,12.5545884504068,3.74854633521429e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,3.7486165940821e-05,5.63642897038614e-05,4.32037888772539e-05,5.8400185932789e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +3.60019999999997,-44.968,444,17.3916640344148,2.50022261702994e-05,17.3920988647325,2.50019136198538e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,2.50022261702994e-05,9.49697957522046e-06,3.92149009203985e-05,6.60742698751403e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +3.85019999999997,-44.976,533,20.8778309241962,0.000102388574869199,20.8799685755509,0.000102383333516851,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000102388574869199,0.000103797537470324,9.78557433750298e-05,0.000104256014964003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +4.10019999999997,-44.96,654.5,25.6370362849651,0.000115263896603767,25.6399913096647,0.00011525725423125,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000115263896603767,0.000117039150045668,0.000109821213935478,0.000106924414196676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +4.35019999999997,-44.9656,733.5,28.7314990298272,0.000139965907789775,28.7355204601711,0.000139956113476094,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000139965907789775,0.000124952684809587,0.000138611275124018,0.000107475730880376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +4.60019999999997,-44.9656,847,33.1773410746607,0.000169123652106748,33.1829521477504,0.000169109352314055,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000169123652106748,0.00015486326371135,0.000167793689297766,0.000156082587630003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +4.85030000000006,-44.9784,917.5,35.9388552963414,0.000116324825828614,35.9430358774242,0.000116318060620768,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000116324825828614,0.000105171430405456,0.00011939227802999,0.000112211392680748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +5.10030000000006,-44.9624,1046,40.9722535585538,0.000177154826973496,40.9795119910437,0.000177139136910217,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000177154826973496,0.000167250435890027,0.000166275139394582,0.000157646163480432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +5.35030000000006,-44.96,1126.5,44.1254719251538,0.000220571086922316,44.1352047284573,0.000220546764696566,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000220571086922316,0.00021488659480403,0.000218344467853658,0.000215972317150669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +5.60030000000006,-44.9576,1254.5,49.1392849801202,0.000219678498585717,49.1500798244662,0.000219654372797572,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000219678498585717,0.000229658526363345,0.000236038411028089,0.000224815918588939,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +5.85030000000006,-44.9576,1338,52.410014590196,0.000249971377808536,52.4231155937541,0.000249940140169285,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000249971377808536,0.000235162952408711,0.000245960481578938,0.000224762226807394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +6.10030000000006,-44.9496,1489.5,58.3443323857227,0.000270647200749674,58.3601231159625,0.000270610582402968,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000270647200749674,0.000264330507580325,0.000263904194367118,0.000267430410127837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +6.35030000000006,-44.9552,1563.5,61.2429430581251,0.000279598526063046,61.2600664947359,0.000279559445679561,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000279598526063046,0.000277405364085217,0.00027894038106251,0.000286860475460605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +6.60030000000006,-44.944,1672,65.492933030499,0.000331623069062013,65.5146519979524,0.000331568094285615,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000331623069062013,0.000321972030727226,0.000322187144914791,0.000326471569186409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +6.85030000000006,-44.9416,1758,68.8615886768046,0.000277308750757906,68.8806845979358,0.000277270307793191,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000277308750757906,0.000281109414855832,0.000282344494072449,0.000289909033344562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +7.10030000000006,-44.9472,1871,73.2878455143922,0.000305905500125087,73.3102646694274,0.000305858720577437,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000305905500125087,0.000281692323244028,0.000295822828782419,0.000274847048304026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +7.35040000000004,-44.944,1963.5,76.9111088548952,0.000392781271334012,76.9413180980109,0.000392704152963571,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000392781271334012,0.000364111142183142,0.000383780476099811,0.000358373025809694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +7.60040000000004,-44.9368,2071.5,81.1415136200232,0.000402538258329068,81.174176183594,0.000402457261539799,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000402538258329068,0.000369040038427591,0.000400936927780642,0.000402084174777947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +7.85040000000004,-44.9256,2147.5,84.1184651214095,0.000368454528878746,84.1494589508458,0.00036838666617779,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000368454528878746,0.000383789834225332,0.000383060497892235,0.000381527476914688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +8.10040000000004,-44.9256,2277,89.1910337981138,0.000434955540195973,89.2298279324001,0.000434860974455197,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000434955540195973,0.000464046727116975,0.000437871487326904,0.000467366464574044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +8.35040000000004,-44.9336,2351,92.0896444705163,0.000446209361788703,92.1307357320028,0.000446109839995404,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000446209361788703,0.00045647629665745,0.000444819327432543,0.000441080611278556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +8.60040000000004,-44.9312,2454.5,96.1437823704305,0.000484546136852187,96.1903684687604,0.000484428782280352,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000484546136852187,0.000480021368388419,0.000483824876863285,0.00048120676913823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +8.85040000000004,-44.9312,2537,99.3753415660144,0.000481993461419353,99.4232398308755,0.000481877339882596,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000481993461419353,0.000475749166404034,0.000484112849528597,0.000486049226271221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +9.10050000000001,-44.9256,2658.5,104.134546926783,0.000523620728402935,104.189073934097,0.00052348368690577,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000523620728402935,0.000531457499706612,0.00051577069474083,0.000534210679149074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +9.35040000000004,-44.9184,2742.5,107.424861744105,0.000501473512811955,107.478732466887,0.000501347816990236,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000501473512811955,0.000495833680741699,0.000489879747354421,0.000483155880330054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +9.60050000000001,-44.9232,2849.5,111.616096094741,0.0005378173352952,111.676125166119,0.000537672763385357,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0005378173352952,0.00052763539154098,0.000536569647240702,0.000527739012477832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +9.85050000000001,-44.9232,2931.5,114.828070083079,0.000564442333704985,114.892883906932,0.000564283096048466,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000564442333704985,0.000561407185120453,0.000561251749328676,0.000566626937606201,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +10.1005,-44.9048,3043,119.195571298929,0.000571069961116158,119.263640309196,0.000570906962718573,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000571069961116158,0.000543277996388948,0.000557485911515438,0.000561154330992994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +10.3505,-44.9128,3129,122.564226945234,0.000618896582722316,122.640081526454,0.000618705145214849,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000618896582722316,0.000598868272296379,0.00060744304581243,0.000602357347336837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +10.6005,-44.9072,3240.5,126.931728161084,0.000581725896934697,127.005567634498,0.000581556760016182,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000581725896934697,0.00059783527008943,0.000585816372606808,0.000595432283759287,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +10.8505,-44.9048,3319.5,130.026190905946,0.000659607939583812,130.111957213821,0.00065939049388079,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000659607939583812,0.000645869872711891,0.000635633034411423,0.000638692555085762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +11.1005,-44.9024,3429.5,134.334936500058,0.000631477625926976,134.419766006838,0.000631278327828169,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000631477625926976,0.000634307626581423,0.000632997669584126,0.000635296208377321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +11.3505,-44.9048,3500.5,137.116035928984,0.000655295529425611,137.205887454341,0.000655080917061458,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000655295529425611,0.000661195198310549,0.000655699089664865,0.000674482932955585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +11.6006,-44.9104,3622,141.875241289753,0.000661863792291895,141.969143374985,0.000661644857050379,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000661863792291895,0.00065403059014676,0.000655616981494738,0.000656946653608569,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +11.8506,-44.8968,3712.5,145.420163801273,0.000729229829835696,145.526208522576,0.000728964070954913,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000729229829835696,0.000742566257868289,0.000730832198750258,0.000722714752730311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +12.0996,-44.8944,3830.5,150.04227271132,0.000741912640831682,150.153590970104,0.000741637559697402,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000741912640831682,0.000771800220324492,0.000744562841684514,0.000770903689091898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +12.3496,-44.892,3900,152.764616518508,0.000745122566583598,152.878444881651,0.000744845100586158,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000745122566583598,0.000754704033799674,0.000754687588060456,0.000750869984209706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +12.5996,-44.8888,4024.5,157.641333122753,0.000752873880024199,157.760017164873,0.000752590612652083,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000752873880024199,0.000736973288776496,0.000747979590957743,0.000751834098301216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +12.8496,-44.8888,4100.5,160.61828462414,0.000796477138289566,160.746213415834,0.00079616011869506,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000796477138289566,0.00079680625231959,0.000793061686466396,0.000799491471258523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +13.0996,-44.8888,4209,164.868274596513,0.000796129431669302,164.999531082268,0.000795812688734516,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000796129431669302,0.000777939204868611,0.00079445543370729,0.000775538736249432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +13.3496,-44.876,4275,167.45352195298,0.000803304060958703,167.588038047187,0.000802981584937542,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000803304060958703,0.000796717709273295,0.000814776300245352,0.000794658984905758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +13.5997,-44.8864,4390,171.958119619552,0.000822801073650061,172.099606944998,0.000822462758411268,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000822801073650061,0.000830755131991785,0.000816726171430494,0.000820149536853286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +13.8497,-44.8864,4472,175.17009360789,0.000843782199965178,175.317899014843,0.000843426415886797,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000843782199965178,0.000839218371501538,0.000847658032557061,0.000839589588480801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +14.0998000000001,-44.8736,4566,178.852112570131,0.000868320958652624,179.007413607975,0.000867944186099579,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000868320958652624,0.000871492311881015,0.000857086878329918,0.000869152786243037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +14.3497,-44.884,4650,182.142427387452,0.00089310141584432,182.305099047237,0.000892702838070859,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00089310141584432,0.000860520352725889,0.000882632030349057,0.000874555922458671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +14.5997,-44.8704,4769.5,186.823291919238,0.000915019653904515,186.994238903151,0.000914601278615944,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000915019653904515,0.000937788917804686,0.000935679117568816,0.000939598715815851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +14.8497,-44.8736,4844,189.741487798886,0.000944638321509798,189.920724879441,0.000944192431511566,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000944638321509798,0.00092660297962097,0.000929456019475057,0.000914417150351999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +15.0997,-44.8632,4943.5,193.638944040833,0.000967294376057409,193.826249902389,0.000966826848319505,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000967294376057409,0.000984768382458625,0.000971284882573789,0.000982672063008125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +15.3497,-44.8656,5028,196.9488440654,0.00096493675555785,197.138887244003,0.000964471503355221,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00096493675555785,0.000958463719117825,0.00095863586938448,0.000959098432600517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +15.5997,-44.86,5154,201.884316291383,0.000980346095296953,202.082232792561,0.000979865869896002,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000980346095296953,0.000960773216909033,0.000977803851023752,0.000974998113410516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +15.8498000000001,-44.868,5216.5,204.332467197128,0.00102234651084878,204.54136578202,0.00102182427056468,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00102234651084878,0.00104350193651018,0.00101488028598239,0.00104244678139801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +16.0997,-44.86,5330,208.778309241962,0.00104364990183633,208.996200703908,0.00104310567789738,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00104364990183633,0.00101581009877712,0.00102061937780144,0.00101758655192862,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +16.3498000000001,-44.86,5403,211.637749499872,0.00103679753721936,211.857174997336,0.00103626043386572,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00103679753721936,0.00104126622459084,0.00104121258641959,0.00103785178670164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +16.5998000000001,-44.852,5514.5,216.005250715722,0.00099447485699495,216.220062506538,0.000993980694468736,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00099447485699495,0.000971258189309406,0.00100063033438441,0.000972141972378144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +16.8498000000001,-44.8472,5591.5,219.0213726316,0.00109081927312356,219.260285366093,0.00109022476207709,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00109081927312356,0.00107787139565241,0.00108470914613394,0.00108502236484318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +17.0998000000001,-44.8552,5707,223.545555505417,0.00109796846046528,223.791001474839,0.00109736613394522,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00109796846046528,0.00110194034707387,0.00109797781243187,0.00110366584720573,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +17.3498000000001,-44.8448,5774.5,226.189558483622,0.00116716207792871,226.453558358708,0.00116648147380277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00116716207792871,0.00114312762078185,0.00115534053508353,0.00114910934776282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +17.5997,-44.8448,5894,230.870423015407,0.0011297284920134,231.131243910251,0.00112909082899268,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0011297284920134,0.0011167049000459,0.00113719232443475,0.0011359169589175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +17.8498000000001,-44.8448,5968.5,233.788618895056,0.00117853886893576,234.064147869539,0.00117784493716655,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00117853886893576,0.00116361795741512,0.00116096530129323,0.001163652017947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +18.0998000000001,-44.8392,6086.5,238.410727805103,0.00115794361216281,238.686793984436,0.00115727371254568,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00115794361216281,0.00116833287463111,0.00116018157086974,0.00116619255452659,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +18.3499,-44.8416,6162.5,241.387679306489,0.00117815723971814,241.672071948443,0.00117746375711154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00117815723971814,0.00118111258764827,0.00117796885031106,0.00118070444074269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +18.5999,-44.8232,6254.5,244.991357439747,0.00119196373674355,245.283378253631,0.00119125391196954,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00119196373674355,0.00117897279736263,0.00119894012492147,0.00117819421789779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +18.8499,-44.8368,6323.5,247.694116039689,0.0012623234434827,248.006786129179,0.00126152738309814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0012623234434827,0.00124425115825365,0.00126307594714611,0.00125327867508312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +19.0999,-44.8368,6422,251.552401867144,0.00124506108187628,251.865599972761,0.00124428663608248,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00124506108187628,0.00123631917702179,0.00125244782599108,0.00125088138120674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +19.3499,-44.8256,6484.5,254.000552772889,0.0012650202899533,254.321868625806,0.00126422082594078,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0012650202899533,0.00123355958541183,0.00126599303895551,0.00125377886543161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +19.5999,-44.8288,6601,258.563906061199,0.00129339654243922,258.898331723298,0.0012925608256625,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00129339654243922,0.00127182493859156,0.00130040973232239,0.00128439136288768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +19.8499,-44.8336,6673.5,261.403761111863,0.00125294808570527,261.731286453944,0.00125216380129598,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00125294808570527,0.00125596097612812,0.00125850871544197,0.00125074901189234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +20.0999,-44.8288,6782,265.653751084237,0.00131753671061044,266.003759653602,0.00131666952073793,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00131753671061044,0.00129739912180043,0.00130800014220286,0.00130350792912786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +20.35,-44.8128,6849.5,268.297754062442,0.00131659535854052,268.650993640147,0.00131572940686014,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00131659535854052,0.00130216568912684,0.0013179998679178,0.00131019967576659,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +20.6,-44.8232,6971,273.056959423211,0.00135170100622895,273.426050790021,0.00135078828081915,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00135170100622895,0.00133976696945923,0.00134469477880248,0.00134341617504166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +20.85,-44.8184,7043.5,275.896814473876,0.00136223397263287,276.272650487494,0.00136130697369894,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00136223397263287,0.0013494107829198,0.00134940800446634,0.00134225131132183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +21.1,-44.8048,7152,280.146804446249,0.0013887487226021,280.535857963065,0.00138778530295687,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0013887487226021,0.00137651233367725,0.00138402825847702,0.00137008846298524,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +21.35,-44.8128,7227.5,283.10417074039,0.00140281387943052,283.501313200429,0.00140183085526616,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00140281387943052,0.00139142445839316,0.00139173339642963,0.00139827433609706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +21.6,-44.8048,7339,287.471671956239,0.00142288757627277,287.880711826796,0.00142187623098547,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00142288757627277,0.00141226158862459,0.0014100661170718,0.00140845930771939,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +21.85,-44.8072,7406.5,290.115674934444,0.00143325517001579,290.531484725446,0.00143222904017819,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00143325517001579,0.00142592673210496,0.0014375129260034,0.00143432040728099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +22.1,-44.8104,7490.5,293.405989751766,0.00145184475323428,293.831969698555,0.00145079184562299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00145184475323428,0.00142845020892462,0.00144208180810613,0.00143731752728125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +22.35,-44.8128,7563,296.245844802431,0.00143928067132808,296.672225720816,0.00143824589966829,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00143928067132808,0.00142023784137946,0.0014302455969572,0.00141715456565693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +22.6,-44.8024,7661.5,300.104130629885,0.00145983776517929,300.542233973265,0.00145877323792779,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00145983776517929,0.00143396939214455,0.0014718468926863,0.00145428797719129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +22.85,-44.8024,7738.5,303.120252545764,0.00154304565557533,303.587980934572,0.00154185638387097,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00154304565557533,0.00156034245498875,0.0015535641475205,0.00155351843538686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +23.1001,-44.7968,7859,307.840287492041,0.0015184984162388,308.307742481052,0.00151734666332802,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0015184984162388,0.00150225821661025,0.00151727686141015,0.00151214899434255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +23.3501,-44.8,7941,311.052261480378,0.00156602821512006,311.539378098233,0.00156480327163199,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00156602821512006,0.00154351927618997,0.00157518681727915,0.00156922068134096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +23.6,-44.784,8050,315.321836659998,0.00156587556343307,315.815591418641,0.00156465085861659,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00156587556343307,0.00152533843734804,0.00156771633319225,0.00152876012029093,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +23.8501,-44.784,8120.5,318.083350881679,0.00156275468449856,318.58043712833,0.00156153485409497,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00156275468449856,0.00154605013159705,0.00156063474013921,0.00155307176775172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +24.1001,-44.792,8229,322.333340854053,0.00158476196937632,322.844162474101,0.00158350755924594,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00158476196937632,0.00157683359736367,0.00158731906162564,0.00159436822907238,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +24.3501,-44.7888,8297.5,325.01651424675,0.00157308835564437,325.527793940704,0.00157185234821988,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00157308835564437,0.00157034044063437,0.00157858747917145,0.00158287485363283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +24.6001,-44.7864,8401.5,329.09023735391,0.00161779833864071,329.622638993164,0.00161649111260397,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00161779833864071,0.00160501980043876,0.00161565245611781,0.00161524798618529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +24.8501,-44.784,8475.5,331.988848026312,0.00167002641722233,332.543278172739,0.00166863347372446,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00167002641722233,0.00164342534677508,0.00166937382250381,0.00164768892979338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +25.1001,-44.768,8575.5,335.905889475505,0.00165677540272482,336.462410090818,0.00165540446437301,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00165677540272482,0.0016514827639891,0.00166361705913958,0.00167831859087184,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +25.3501,-44.7816,8658,339.137448671089,0.00171865021986064,339.720307321811,0.00171717503055271,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00171865021986064,0.00171696034673454,0.00169522875000127,0.0016959131229369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +25.6002,-44.7736,8761.5,343.191586571003,0.00169475175019382,343.773211112996,0.00169331727893278,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00169475175019382,0.00170276394497627,0.00170598334557666,0.00171076632492362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +25.8502,-44.7704,8830.5,345.894345170946,0.00176226619910023,346.503903083901,0.00176071522990161,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00176226619910023,0.00178858429261112,0.00177161739136,0.00178757471162399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +26.1002,-44.768,8949,350.536039288239,0.00175894602490745,351.152613261132,0.00175740089095433,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00175894602490745,0.00175607423744135,0.00176825003249999,0.00175613249206261,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +26.3502,-44.7632,9006.5,352.788338121525,0.00171630108001061,353.393829127258,0.00171482991837557,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00171630108001061,0.00171933625181047,0.00170900599510328,0.00170932551396864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +26.6002,-44.7656,9097,356.333260633044,0.00176509873595921,356.962224020968,0.00176354277986039,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00176509873595921,0.00174334617453449,0.00176227542012876,0.00175061763205775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +26.8502,-44.7656,9177.5,359.486478999644,0.001782649439641,360.127317369991,0.00178106240593183,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.001782649439641,0.00180024246037503,0.00179492100759472,0.00178791050457701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +27.1002,-44.7576,9288,363.814809801002,0.00183966484474054,364.484107116589,0.00183797473387759,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00183966484474054,0.00185179664908837,0.00184687571744708,0.00185395897138334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +27.3503000000001,-44.752,9356.5,366.497983193699,0.00181158541497937,367.161925594672,0.00180994647321164,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00181158541497937,0.00180100245485595,0.00182703561254052,0.00181616481146889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +27.6002,-44.752,9452,370.238757777678,0.00183983445772598,370.919935801823,0.00183814403539063,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00183983445772598,0.00184229302878452,0.00183764529985248,0.00183360772014567,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +27.8503000000001,-44.7448,9516.5,372.765249512407,0.00186833791995107,373.461700963311,0.00186659474754524,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00186833791995107,0.0018706194250162,0.00186934162021873,0.00186561621756971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +28.1003000000001,-44.7552,9623,376.936898655797,0.00189551840088861,377.651389483173,0.00189372417285497,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00189551840088861,0.00189216489961799,0.00189952515926306,0.00189861467024418,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +28.3503000000001,-44.752,9695.5,379.776753706461,0.00189846118618829,380.497745132789,0.00189666138629073,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00189846118618829,0.00188847560602167,0.00190639692011157,0.00189484256496146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +28.6003000000001,-44.7496,9802,383.948402849851,0.00193453362789447,384.69116394654,0.00193266482749902,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00193453362789447,0.00194551208501894,0.00193001144079518,0.00193687673959796,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +28.8503000000001,-44.7416,9858,386.141946061399,0.00194273017542212,386.892115672009,0.00194084551568357,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00194273017542212,0.00191511230578634,0.00194415808958681,0.00191508647549373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +29.1003000000001,-44.7416,9957,390.0198170961,0.00194953165614343,390.780173076052,0.00194763378554327,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00194953165614343,0.00194691401658549,0.00194306176254793,0.00194827493897044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +29.3503000000001,-44.7416,10029,392.840086939518,0.00191945079315264,393.594124155976,0.00191761100136261,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00191945079315264,0.00191503851991434,0.00191398972123886,0.00191588323973791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +29.6003000000001,-44.7368,10144.5,397.364269813336,0.00202732041165059,398.169854508389,0.00202526817085647,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00202732041165059,0.00205825689731878,0.00204700462091537,0.00205739135295368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +29.8504,-44.7368,10208,399.851591133573,0.00204699551797677,400.670085548479,0.00204490327736965,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00204699551797677,0.00205648603639262,0.00203775868138023,0.00205167474706276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +30.1004,-44.7336,10322,404.317018385652,0.00205203726397286,405.146691973838,0.00204993471135948,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00205203726397286,0.00206740634543732,0.0020518351607764,0.00206174021750371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +30.3504,-44.7264,10369.5,406.177613074019,0.00203993537745246,407.006189156458,0.00203785753457736,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00203993537745246,0.00203803956841167,0.00204097868729548,0.00203469325367554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +30.6004,-44.7336,10462,409.800876414522,0.00206770950383951,410.648225581366,0.00206557473475841,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00206770950383951,0.00205574817767327,0.00206888436233676,0.00206123945639451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +30.8504,-44.7288,10533.5,412.601561050695,0.00208869911080385,413.463361564378,0.00208652081149656,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00208869911080385,0.00207153835426498,0.00208269220368582,0.00207615620137798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +31.1004,-44.7264,10647.5,417.066988302774,0.00211935665794569,417.950902001243,0.00211711398974068,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00211935665794569,0.00212709911582382,0.00212265359785899,0.00212158496464048,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +31.3504,-44.7288,10709.5,419.495554001274,0.00206512290580961,420.361863878727,0.00206299347069431,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00206512290580961,0.00206925099223535,0.00206292071421803,0.00206251754098073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +31.6004,-44.7232,10794,422.805454025841,0.00213652997273454,423.708790551003,0.00213425083828768,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00213652997273454,0.00212857483326237,0.00214305076939752,0.00213270062738902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +31.8504,-44.7152,10866,425.62572386926,0.00211596439823426,426.52633274794,0.00211372889850342,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00211596439823426,0.00210924293481822,0.00209768007983021,0.00210201218820576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +32.1004,-44.7104,10981,430.130321535831,0.00217749150874997,431.066926658631,0.00217512421000709,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00217749150874997,0.00216576291271201,0.00218534728788185,0.00217452290317654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +32.3505,-44.7184,11048.5,432.774324514036,0.00221781699606915,433.734138766406,0.00221536127018527,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00221781699606915,0.00223777792370976,0.00221749669338952,0.0022345813595647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +32.6005,-44.7208,11150,436.750121584967,0.00226077148466466,437.73751380577,0.00225821978595991,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00226077148466466,0.00227570386187874,0.00226985508806558,0.00227004375947456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +32.8505,-44.708,11219.5,439.472465392155,0.00220416315073073,440.441134406133,0.00220173754676395,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00220416315073073,0.00220014712902853,0.00221343557936,0.00219974692132325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +33.1005,-44.708,11311.5,443.076143525413,0.00223638961798905,444.067034412772,0.00223389262087335,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00223638961798905,0.00224353322171985,0.00222989773510677,0.00223426668173836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +33.3505,-44.7104,11385.5,445.974754197815,0.00232539403216705,447.011821229724,0.00232269448765776,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00232539403216705,0.00232344332101359,0.00232928824784163,0.00233864823345685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +33.6005,-44.6968,11477.5,449.578432331072,0.00230881436282754,450.616425472855,0.00230615314632937,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00230881436282754,0.00230713664331828,0.00230501341740355,0.00230302506030629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +33.8505,-44.7024,11552,452.496628210721,0.00230614295830478,453.540150123526,0.00230348789182434,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00230614295830478,0.00230816964552523,0.0023167296413797,0.00231271498233792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +34.1005,-44.6968,11652,456.413669659913,0.00233145769640124,457.477778822784,0.00232874406589761,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00233145769640124,0.00234019271394025,0.00233470953185486,0.00233216829741669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +34.3506,-44.708,11713,458.803064943921,0.00236601634221098,459.888600493435,0.00236322173273829,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00236601634221098,0.00239737676468138,0.00237807786686501,0.0023845684372885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +34.5994000000001,-44.692,11808,462.524254320653,0.00239981172958593,463.63422545139,0.00239693678005704,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00239981172958593,0.00236668184196092,0.00238977894572438,0.00238012376166727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +34.8494000000001,-44.6944,11885.5,465.559961443778,0.00240053258477474,466.67755330139,0.00239765590921192,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00240053258477474,0.00239840976688833,0.00240264968007629,0.00240181437110817,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +35.0996,-44.676,11984,469.418247271232,0.002410624557416,470.549838425803,0.00240772366308038,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.002410624557416,0.00237059249317297,0.00240522242796068,0.00237529573260499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +35.3494000000001,-44.6784,12051,472.042665042191,0.00244374149284857,473.196215289149,0.00244076041227915,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00244374149284857,0.00245124045118567,0.00244240730911261,0.00244188812965904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +35.5996,-44.6816,12155,476.116388149352,0.00246044837192723,477.287847941422,0.00245742642471353,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00246044837192723,0.00247588493240844,0.00246776496267761,0.00248435079967037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +35.8496,-44.6896,12209,478.231590531915,0.00248143797889157,479.418292563367,0.00247836429538992,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00248143797889157,0.0024755160030487,0.00248512176943836,0.00249042527148435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +36.0996,-44.6896,12303,481.913609494156,0.0025103145896849,483.123364259037,0.00250716901317336,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0025103145896849,0.00250289056153258,0.00251492346061167,0.00253025087615147,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +36.3496,-44.6784,12370.5,484.557612472361,0.00249398933982371,485.766093992397,0.00249088450961429,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00249398933982371,0.00248894503173903,0.00248718712648245,0.00250081934407672,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +36.5997,-44.676,12467.5,488.357142678078,0.002532788310273,489.594047940291,0.00252958620765311,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.002532788310273,0.00253306898314944,0.00253703833521239,0.00252960005264666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +36.8495,-44.676,12531.5,490.864049205561,0.00256696532686528,492.124080200076,0.00256367629871562,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00256696532686528,0.00257291335398831,0.00256676915933566,0.00256252177738533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +37.0997,-44.668,12613.5,494.076023193899,0.00258702206240893,495.354208766409,0.00258368148103132,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00258702206240893,0.00258125115751577,0.00259467771601824,0.00258120436977888,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +37.3497,-44.6736,12673,496.406662856169,0.00258375701243681,497.689257052344,0.0025804248507171,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00258375701243681,0.00259106467848165,0.00259004925127767,0.00259093860445437,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +37.5997,-44.668,12763.5,499.951585367688,0.0025199825298624,501.211454628592,0.00251681269805062,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0025199825298624,0.00249381489928591,0.00252385916163008,0.00251563800795701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +37.8495,-44.6656,12826,502.399736273433,0.00265274709431744,503.732475714018,0.00264923477091014,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00265274709431744,0.00266758062766681,0.00263778905199478,0.00264909046572863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +38.0997,-44.6656,12910,505.690051090755,0.00268162370511077,507.046121519199,0.00267803456730909,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00268162370511077,0.00267215535172608,0.0026750343807511,0.00266652436641336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +38.3497,-44.6576,12983.5,508.569076555912,0.00265122057744725,509.91740535673,0.00264771229163034,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00265122057744725,0.0026778368638643,0.00265318266756489,0.00268625359662186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +38.5998000000001,-44.6576,13079,512.30985113989,0.00269604080888429,513.691059405357,0.00269241300986267,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00269604080888429,0.00269635711771711,0.00269006025894433,0.00270410766416768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +38.8498000000001,-44.6496,13140,514.699246423898,0.00271325652691959,516.095757513658,0.00270958229102504,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00271325652691959,0.00271664823249635,0.0027175829310236,0.00272896191257937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +39.0998000000001,-44.6552,13240,518.61628787309,0.00273742637736348,520.035961779244,0.00273368644940794,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00273742637736348,0.00274077621261538,0.0027385541632283,0.00272729828374802,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +39.3498000000001,-44.652,13294.5,520.7510754629,0.00274751835000473,522.181848598519,0.002743750820789,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00274751835000473,0.00274749072696055,0.00274936615603369,0.00275478729797454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +39.5998000000001,-44.6448,13383,524.217657145436,0.00278542685227977,525.677827084088,0.00278155473956304,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00278542685227977,0.0028012806275931,0.00279367638613232,0.0027772615538567,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +39.8498000000001,-44.6448,13446,526.685393258427,0.00281697486759571,528.169052774366,0.00281301462941105,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00281697486759571,0.00280777378432227,0.00280848333256192,0.00281675459144375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +40.0998000000001,-44.6472,13531,530.014878490241,0.00282715164672999,531.513310926756,0.00282316276985116,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00282715164672999,0.00285064337591011,0.00281796516442112,0.00283015718888067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +40.3498000000001,-44.6448,13588.5,532.267177323526,0.00285412011143565,533.786331778982,0.00285005484396781,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00285412011143565,0.00284451914854042,0.00285516634805401,0.00284340031034848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +40.5998000000001,-44.6416,13670.5,535.479151311864,0.00286883403793392,537.015352127751,0.00286472678703766,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00286883403793392,0.00288620816617758,0.00287241627450137,0.00288890709765758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +40.8499,-44.6496,13731.5,537.868546595872,0.00287137823271738,539.412970632631,0.00286726370060997,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00287137823271738,0.00286709762534929,0.00288021449329909,0.00287799374403488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +41.0997,-44.6392,13812,541.021764962472,0.0029114493005584,542.596922401659,0.00290721924045831,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0029114493005584,0.00295113973347057,0.00292489265653011,0.0029308361643025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +41.3499,-44.6336,13884.5,543.861620013136,0.00294579593013641,545.463725359928,0.00294146557544854,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00294579593013641,0.00294995915951988,0.00294950682047343,0.00295540771308356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +41.5999,-44.6336,13970,547.210690452196,0.00296203637350473,548.831548421286,0.00295765818719985,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00296203637350473,0.00297312792330397,0.00296175132539379,0.00296690688319651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +41.8499,-44.6264,14024.5,549.345478042006,0.00296780321501402,550.975827317892,0.00296340798103154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00296780321501402,0.00296574933611159,0.00296739502322796,0.00295712053755635,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +42.0999,-44.6288,14118,553.007911797001,0.00301542206071284,554.675464053982,0.00301088479450411,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00301542206071284,0.00301009464513786,0.00302299135461271,0.00302967668285263,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +42.3499,-44.6232,14157.5,554.555143169432,0.00303670849040193,556.239165481091,0.00303210700440159,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00303670849040193,0.00304455264732638,0.00302813717258643,0.00305092840631552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +42.5997,-44.6232,14246.5,558.041310059213,0.00306316811615081,559.750684407681,0.00305848617530824,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00306316811615081,0.00306019525217422,0.00306087357440681,0.00307041671994678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +42.8499,-44.6208,14299,560.097756820039,0.00308297043221615,561.824521643466,0.00307822782392047,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00308297043221615,0.00309118531838229,0.00309949851325756,0.00309535259668174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +43.1,-44.6128,14394,563.818946196772,0.0031430134291081,565.591036716254,0.00313808448751961,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0031430134291081,0.00312239674220623,0.00314164352689262,0.00312679326433819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +43.35,-44.6104,14445,565.81663733586,0.0031395363629038,567.593039243512,0.00313461830953321,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0031395363629038,0.00315958482165586,0.00314024872874991,0.00316168415946441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +43.5998000000001,-44.6104,14524,568.911100080722,0.0031158329481704,570.683732030933,0.00311098880045162,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0031158329481704,0.003111919148393,0.00311706587324534,0.00311328750994956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +43.85,-44.6048,14571.5,570.771694769089,0.00313631371617797,572.561813864199,0.00313140574359837,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00313631371617797,0.00315744503136996,0.00314958793749432,0.00316314741412718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +44.1,-44.6024,14659,574.199106037132,0.00309904126259902,575.978572759689,0.00309424913234569,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00309904126259902,0.00310181048393925,0.00310375850079871,0.00310368759136131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +44.35,-44.6024,14731.5,577.038961087797,0.00322463967841359,578.899703817711,0.00321945167784899,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00322463967841359,0.00324421721675261,0.00322436143743179,0.00324403780653781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +44.6,-44.5968,14803.5,579.859230931216,0.00325410993465642,581.746156615291,0.00324882677713721,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00325410993465642,0.00327778978847792,0.00326079649332673,0.00326928521053543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +44.85,-44.6048,14861.5,582.131114971747,0.00326848463518366,584.033801576694,0.00326315474988606,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00326848463518366,0.00328797223880341,0.00328448297439298,0.00328886019161651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +45.1,-44.5944,14937,585.088481265888,0.00328430104608792,587.010087976964,0.003278919509246,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00328430104608792,0.00328443051695108,0.00328854774741521,0.00329271263919655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +45.35,-44.5968,14978,586.694468260057,0.00330940376795234,588.636077143954,0.00330393974309363,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00330940376795234,0.00330708277963169,0.00332886428059446,0.00332335321378978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +45.6,-44.5968,15057,589.788931004919,0.00334035813781894,591.759037260197,0.00333479153442916,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00334035813781894,0.00337142405994947,0.00335635290857093,0.00337559215912974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +45.8501,-44.5944,15106,591.708281315023,0.00334565854361788,593.687935181734,0.00334007427996572,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00334565854361788,0.00336935805553557,0.00334477897234499,0.00335849475404499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +46.1001,-44.592,15183.5,594.743988438147,0.00337843625307941,596.753293089987,0.00337274215847421,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00337843625307941,0.00336699690763394,0.00337477450761472,0.00336638062184313,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +46.3501,-44.5968,15237.5,596.859190820711,0.00338526317574855,598.879716260503,0.00337954607133266,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00338526317574855,0.00338625502020623,0.00338614859512426,0.00338252107121231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +46.6001,-44.584,15311.5,599.757801493114,0.00347074812047612,601.839409755387,0.00346473897435921,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00347074812047612,0.00346852626740134,0.00347193730804395,0.00347603408327647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +46.8501,-44.5816,15354.5,601.442129316266,0.00344954649727974,603.516831906765,0.00344361045893778,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00344954649727974,0.00348173393847581,0.00345288347942819,0.00348677238983357,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +47.1001,-44.5656,15427,604.281984366931,0.00347795667236273,606.383650926449,0.00347192256791051,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00347795667236273,0.00347560971110611,0.0034835213247606,0.00347475539030355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +47.3501,-44.5784,15489.5,606.730135272676,0.00346990005554815,608.835428202761,0.00346389384231346,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00346990005554815,0.00347870871772683,0.00347514061783718,0.00345452347173838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +47.6002,-44.576,15565,609.687501566817,0.00354465697893822,611.848634624217,0.00353838948875751,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00354465697893822,0.003564964402006,0.00355144376366869,0.0035526989197877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +47.8502,-44.5736,15607.5,611.352244182723,0.00354482659192366,613.519381874934,0.0035385585026324,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00354482659192366,0.00356230811061676,0.00355295841322575,0.00354987558179702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +48.1002,-44.5656,15675,613.996247160928,0.00356140626126332,616.182937239959,0.00355507947104817,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00356140626126332,0.00357713907087339,0.0035676091447027,0.00357930037731976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +48.3502,-44.576,15726,615.993938300017,0.00358366796561939,618.201456043719,0.00357726192775538,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00358366796561939,0.00359292924746522,0.00359900269473914,0.00360013983988115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +48.6002,-44.5736,15796.5,618.755452521697,0.00359761863368257,620.981498667382,0.00359116268316454,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00359761863368257,0.00362200088100313,0.00360889234028531,0.003616954591955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +48.8502,-44.5656,15851,620.890240111507,0.00363175324702855,623.14516025708,0.00362517435500172,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00363175324702855,0.00366413261387177,0.00364972819269332,0.00364997729462875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +49.1002,-44.5576,15928,623.906362027386,0.003658170469531,626.188717856707,0.00365149563743534,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.003658170469531,0.0036993284747795,0.00366548261485973,0.00368335768496396,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +49.3502,-44.5576,15966,625.394837778079,0.00368708948357091,627.70072450753,0.00368030883127782,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00368708948357091,0.00370847792289817,0.00370043949750815,0.0037157024522973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +49.6002,-44.5552,16035,628.097596378022,0.00371100491453618,630.428469644989,0.00370413612396381,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00371100491453618,0.0037253748875687,0.00371022093759557,0.00373338221302485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +49.8502,-44.5528,16079.5,629.840679822912,0.00377240481531258,632.216693836356,0.00376530714086778,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00377240481531258,0.00380934320981823,0.00378289223713859,0.00381592606238877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +50.1003000000001,-44.56,16150,632.602194044593,0.0037418744779099,634.969312049158,0.00373489108084778,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0037418744779099,0.00375820960057479,0.00374185165556643,0.00375806106956072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +50.3503000000001,-44.5496,16196.5,634.423618318467,0.00378075825485191,636.822220650498,0.00377362915165497,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00378075825485191,0.00380779370650781,0.00378621839840363,0.00381115766727278,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +50.6003000000001,-44.5496,16268.5,637.243888161886,0.00379530256836459,639.662421527301,0.00378811857877731,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00379530256836459,0.00381074514138479,0.00381166184916372,0.00380858788149722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +50.8503000000001,-44.5472,16317.5,639.16323847199,0.0038379602342355,641.616321564431,0.00383061405508541,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0038379602342355,0.00384771186321868,0.00383438364821838,0.00385362162397627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +51.1003000000001,-44.5472,16382,641.68973020672,0.00387535989755361,644.176508853835,0.00386787003475877,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00387535989755361,0.00388253879476681,0.00387739234187652,0.00389143997479018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +51.3503000000001,-44.5416,16429.5,643.550324895086,0.00392738868087726,646.077797156654,0.00391969662317454,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00392738868087726,0.00394127234881823,0.00391878014258006,0.00394077230318888,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +51.6003000000001,-44.5312,16485.5,645.743868106634,0.00390487255704288,648.265415616082,0.00389726833145921,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00390487255704288,0.00393536947906428,0.00392053724897896,0.00392859382420401,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +51.8503000000001,-44.5392,16534.5,647.663218416738,0.00393192582824126,650.209782153233,0.00392421601089385,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00393192582824126,0.00395521787861191,0.0039241400450933,0.00395138196057181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +52.1001,-44.5344,16603.5,650.365977016681,0.00397950227069379,652.954109899001,0.00397160499608082,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00397950227069379,0.00400126026269234,0.0039874115383694,0.00400448619763104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +52.3504,-44.5184,16651.5,652.246156912293,0.00399553069783008,654.852226454778,0.00398756976344435,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00399553069783008,0.00402000187416116,0.00400594448544973,0.00402128233250944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +52.6004,-44.5416,16712.5,654.635552196301,0.00402762995534924,657.272181956163,0.00401954076671845,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00402762995534924,0.0040712830551482,0.0040277630998382,0.00405840135951634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +52.8504,-44.5288,16765,656.691998957127,0.00404221667210835,659.346490303752,0.00403406886372055,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00404221667210835,0.00407261120084276,0.00404762071083171,0.00406872093919936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +53.1004,-44.5232,16827.5,659.140149862872,0.00407825943154201,661.828294395758,0.00406996587275608,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00407825943154201,0.00409747703968126,0.00409386657328041,0.00411104129139826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +53.3504,-44.5288,16860.5,660.432773541106,0.00410238687873931,663.142124285571,0.00409399503292427,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00410238687873931,0.00412344966659846,0.00412008457553431,0.00414172306245613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +53.6004,-44.5128,16924.5,662.939680068589,0.00414296678553711,665.686217143928,0.00413440832876904,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00414296678553711,0.00414469999771265,0.00413835922155455,0.00415554808840121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +53.8504,-44.5152,16964,664.48691144102,0.00420224652399381,667.279249254862,0.00419344174402157,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00420224652399381,0.00423840805505593,0.00419054132460968,0.00424354368582137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +54.1004,-44.5208,17035,667.268010869947,0.00411273327085918,670.012306218832,0.00410429910046786,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00411273327085918,0.00408766351871538,0.00410367250708456,0.00408767740501144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +54.3504,-44.5104,17080.5,669.050264729329,0.00423786525096356,671.885609597373,0.00422891078964041,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00423786525096356,0.00426533989830821,0.00423228334211269,0.00424950361477385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +54.6005,-44.5128,17138.5,671.322148769861,0.00425660748586904,674.179703653744,0.00424757375850623,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00425660748586904,0.00425205844136201,0.00424700405257278,0.00425439756709542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +54.8505,-44.5128,17178,672.869380142292,0.00423994301003667,675.722307967294,0.00423097977846814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00423994301003667,0.00425796131111583,0.00424997318203236,0.00425099216042566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +55.1005,-44.5128,17243.5,675.435042291513,0.00428535688692322,678.329522501666,0.00427620089357849,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00428535688692322,0.00431263664221146,0.00428510454820618,0.00432319085165704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +55.3505,-44.5048,17289.5,677.236881358142,0.00429744181214501,680.147267448817,0.00428823417916656,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00429744181214501,0.00432097444573892,0.00430062633094411,0.00431284579676891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +55.6005,-44.4968,17352,679.685032263887,0.00430359028287207,682.610118164151,0.00429435632152213,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00430359028287207,0.00432975496449785,0.00431411000266905,0.0043339419675728,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +55.8503000000001,-44.508,17401.5,681.623967781237,0.00436969694399806,684.602457950206,0.00436017753950745,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00436969694399806,0.00437203426911022,0.00438184924562537,0.00438578831128915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +56.1005,-44.4968,17462,683.993777857999,0.0043949268756015,686.999880495051,0.00438529738810037,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0043949268756015,0.00441305921390004,0.00440378474821402,0.00441296243876464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +56.3505,-44.4944,17503.5,685.619350059414,0.0044093863826213,688.642510685228,0.0043996935210883,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0044093863826213,0.00442154458917124,0.00442102349885658,0.00441574110290566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +56.6005,-44.4968,17561,687.871648892699,0.00445747166403047,690.937817276128,0.00444756656078296,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00445747166403047,0.00450750512996268,0.00446601346116023,0.00449654227019828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +56.8503000000001,-44.4896,17601.5,689.458050679622,0.00448460974172172,692.550000970208,0.00447458384310694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00448460974172172,0.00449488774586368,0.00447245267321836,0.0044988077682006,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +57.1006,-44.4968,17651,691.396986196973,0.00453451836272583,694.532138526817,0.00452426840839182,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00453451836272583,0.00454779221603315,0.00453169413578841,0.0045625157753253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +57.3496,-44.484,17658,691.671179098416,0.00452582569721531,694.801562294803,0.00451561494456107,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00452582569721531,0.00455052229329426,0.00454061840670469,0.00455956695680627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +57.5996,-44.492,17727,694.373937698359,0.00456882258905726,697.546409030168,0.00455841720067685,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00456882258905726,0.00460556655374963,0.00457063108994963,0.00459548165003885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +57.8496,-44.484,17759.5,695.646976169347,0.00457365655914616,698.828626524754,0.00456322917408248,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00457365655914616,0.00458889094669484,0.00456596027960576,0.00459192799302521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +58.0996,-44.484,17833.5,698.545586841749,0.004661473682425,701.801838710786,0.00465064265995394,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.004661473682425,0.00475461401503602,0.00466751801304702,0.00476105158737954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +58.3496,-44.476,17883,700.484522359099,0.00464485160983921,703.738169020446,0.00463409757434201,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00464485160983921,0.00468377957798908,0.00464873161793801,0.0046783473924244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +58.5996,-44.4784,17929,702.286361425728,0.00466461152265811,705.56225447944,0.00465376593621665,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00466461152265811,0.0047096046331624,0.00467166172651903,0.00470132097370287,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +58.8496,-44.476,17981.5,704.342808186554,0.00469213122956684,707.647677073167,0.00468115749524153,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00469213122956684,0.00470650562654156,0.00469439351838527,0.00471723743999505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +59.0997,-44.484,18031,706.281743703904,0.00474212465706367,709.631019775556,0.00473091620455041,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00474212465706367,0.00477630706138168,0.00474844083611666,0.00478071760972009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +59.3497,-44.4736,18075,708.005241941549,0.00478457030670255,711.392742799132,0.00477316062932143,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00478457030670255,0.00488226357346449,0.00479220661571201,0.00485359670394906,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +59.5997,-44.4656,18136,710.394637225556,0.00473890201033784,713.761127800037,0.00472770876274535,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00473890201033784,0.00477350319824857,0.00473599860278088,0.00478659601298523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +59.8497,-44.4712,18167.5,711.628505282052,0.00476642171724656,715.02042684424,0.00475509829646333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00476642171724656,0.00481792229314684,0.00477863542304526,0.00481158427216008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +60.0997,-44.4712,18231.5,714.135411809535,0.00479381421441629,717.558844297686,0.00478236047719499,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00479381421441629,0.00484057455582745,0.00481175883574529,0.00484058620579927,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +60.3497,-44.4576,18269.5,715.623887560228,0.0048495744834224,719.094358905068,0.00483785317737654,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0048495744834224,0.00489266738140571,0.00485953052977068,0.00487172461964267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +60.5997,-44.4576,18325.5,717.817430771776,0.00486327073200726,721.308371273773,0.00485148323265299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00486327073200726,0.00491679536152488,0.00486085806096147,0.00490571713459786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +60.8497,-44.4528,18370,719.560514216667,0.00492810529574138,723.106584197384,0.00491600193298158,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00492810529574138,0.00496785518489631,0.00493697389373954,0.00497527786202073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +61.0998000000001,-44.4528,18442,722.380784060086,0.00493357531452606,725.944704064013,0.00492144511231834,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00493357531452606,0.0049450553504717,0.00494546980416481,0.00496107701575624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +61.3497,-44.4472,18476.5,723.732163360057,0.00499433916660652,727.346727249659,0.00498190882513226,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00499433916660652,0.00504614199500763,0.00499680042515734,0.00503975268567868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +61.5998000000001,-44.4472,18532,725.906121364359,0.00500549122040778,729.539638081689,0.00499300539701534,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00500549122040778,0.00503795176322404,0.0050080635328846,0.00503673428443506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +61.8498000000001,-44.4472,18563.5,727.139989420854,0.00507142826854817,730.827627718395,0.00505861188950798,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00507142826854817,0.00510007946738392,0.00507065651444822,0.00510295384790006,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +62.0998000000001,-44.4368,18623,729.470629083124,0.00506710313741621,733.166931996404,0.00505430857303069,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00506710313741621,0.00509410281175823,0.0050861696152058,0.00509412382110204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +62.3498000000001,-44.4448,18657.5,730.822008383096,0.00509233306901964,734.543597463953,0.00507941099142612,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00509233306901964,0.00514826164175038,0.00510300509715922,0.00513553766492572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +62.5998000000001,-44.4448,18715,733.074307216381,0.00509763347481873,736.811251344377,0.00508468452864139,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00509763347481873,0.00513202874992707,0.00510348363261975,0.00512303823334623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +62.8498000000001,-44.4416,18740,734.053567578679,0.00516488502359729,737.844869856384,0.0051515927539948,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00516488502359729,0.00524101048275885,0.00517338756519084,0.00521132330140172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +63.0999,-44.4312,18794,736.168769961243,0.00517552823844177,739.978832218436,0.00516218122426028,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00517552823844177,0.00522558923552662,0.00518025321546046,0.00523101230449098,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +64.3499,-44.4264,19017,744.903772392943,0.00536150887711962,748.897580581228,0.00534718715628251,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00536150887711962,0.00541551406985896,0.00536271662209493,0.00541003720046925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +65.3499,-44.4104,19185,751.484402027586,0.00542290877789602,755.559633387793,0.00540825775167438,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00542290877789602,0.00548324950028506,0.00544455899959379,0.00547991768779481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +66.3499,-44.4104,19369.5,758.711343501346,0.00558370188821658,762.947761462666,0.00556817081194011,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00558370188821658,0.00564329105648815,0.00557199345007821,0.00563069142899885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +67.35,-44.4024,19540.5,765.409484379465,0.00570175252617335,769.773659840583,0.00568555906017036,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00570175252617335,0.00576156980918234,0.0057041666285005,0.00575505811484856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +68.35,-44.3864,19698,771.578824661944,0.00582747815172723,776.075183404997,0.00581056408003293,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00582747815172723,0.00587320783340323,0.00583654940619922,0.00587255483047941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +69.3501,-44.3816,19861,777.963602224127,0.00597376935178139,782.610977347895,0.00595599713460893,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00597376935178139,0.0060101544116941,0.00598337510250259,0.00602561647769166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +70.3501,-44.3736,20022,784.270038957328,0.00607922622555974,789.037793946078,0.00606082227997712,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00607922622555974,0.00614798642044806,0.00609009120618504,0.00614753783536687,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +71.3502,-44.36,20158.5,789.616800535475,0.00625515729484232,794.555977825475,0.00623567499945713,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00625515729484232,0.00632890937840573,0.00626258323666705,0.00631811549111389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +72.3502,-44.3496,20324.5,796.119089341135,0.00646776717225465,801.268202252381,0.00644694091750127,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00646776717225465,0.00657520661888786,0.00645515482616418,0.00655332640550685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +73.3502,-44.3416,20462.5,801.524606541021,0.00652221294062261,806.75232070203,0.006501035343126,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00652221294062261,0.00665533807579721,0.00653053613176962,0.00663435265719317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +74.3503000000001,-44.3232,20595.5,806.734271668447,0.00661639055086039,812.071940680569,0.00659459831007051,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00661639055086039,0.00671606384839066,0.00663416272338076,0.0067168009014513,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +75.3503000000001,-44.3368,20711,811.258454542264,0.00676556517166935,816.747076487537,0.0067427814411032,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00676556517166935,0.0068702025348398,0.0067859390493723,0.00686363856068164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +76.3504,-44.3184,20839,816.27226759723,0.00692958092871588,821.928692335411,0.00690568172690558,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00692958092871588,0.00703924596741756,0.00692780870595218,0.00703435468025625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +77.3504,-44.308,20959,820.972717336261,0.00705810516853169,826.767229115716,0.00703331333148526,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00705810516853169,0.0072006894551872,0.00707549858036554,0.0071889529150129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +78.3505,-44.2944,21049.5,824.517639847781,0.00722407147491218,830.474014210367,0.00719810286165186,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00722407147491218,0.0073370457465026,0.00724156577789411,0.00734871540538708,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +79.3505,-44.2896,21168,829.159333965074,0.00738982576506064,835.28667697455,0.00736265477976345,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00738982576506064,0.00751774734684441,0.00740787066643019,0.00750930941239332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +80.3496,-44.2736,21278,833.468079559186,0.00751228634064225,839.72933042862,0.00748420964339346,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00751228634064225,0.00763012322978464,0.00751508879540274,0.00763853701343452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +81.3496,-44.2736,21370.5,837.091342899689,0.00769949667346525,843.536524909732,0.00767000682356022,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00769949667346525,0.00784085567999943,0.00771289272735579,0.00783715292972493,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +82.3497,-44.268,21468.5,840.930043519897,0.00780546238620022,847.493891344017,0.00777515735901929,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00780546238620022,0.00795802764461468,0.00783073472554039,0.00793903872424619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +83.3497,-44.2576,21559,844.474966031417,0.00797384567762501,851.208679089169,0.00794222256416632,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00797384567762501,0.00810832946572388,0.00798327391141262,0.00810620227160966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +84.3497,-44.2448,21646.5,847.90237729946,0.00818408097323918,854.841679012681,0.00815077298930625,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00818408097323918,0.00835979171724076,0.00818909236825188,0.00834337899595216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +85.3498000000001,-44.2392,21727,851.05559566606,0.00829695841513617,858.11676855227,0.00826272786496346,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00829695841513617,0.00847888211452603,0.00830874868270544,0.00845779569247292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +86.3498000000001,-44.2288,21801,853.954206338463,0.00853433178844159,861.242134867491,0.00849812026050442,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00853433178844159,0.00872399878105721,0.00854184220871967,0.00870109136756232,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +87.3499,-44.216,21870,856.656964938405,0.00869296233319616,864.103851667085,0.00865539608712422,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00869296233319616,0.00888625391341807,0.0087019318597517,0.0088772846065386,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +88.3499,-44.2128,21942.5,859.49681998907,0.00886418664212916,867.115560219769,0.00882513037141048,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00886418664212916,0.00907898261088352,0.0088840384045919,0.00906723081935897,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +89.35,-44.2,22021,862.571697526686,0.00908222413507959,870.405767016199,0.0090412287698958,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00908222413507959,0.00927517924432929,0.00908236712050586,0.00925769350434282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +90.35,-44.1896,22087,865.156944883153,0.00925599263879634,873.164831196395,0.00921341844821814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00925599263879634,0.00947034287556825,0.00928024114295755,0.00946728524391461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +91.3501,-44.184,22154,867.781362654112,0.00944701926379468,875.979309903867,0.00940267523779277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00944701926379468,0.00970158779817788,0.00947357004724691,0.0096821484638978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +92.3501,-44.1632,22218.5,870.307854388841,0.00962956523951467,878.68854065114,0.00958349648807948,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00962956523951467,0.0098521847627747,0.00964360329034419,0.00983696826712368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +93.3501,-44.1496,22278,872.638494051111,0.00978242894275981,881.175018111883,0.00973489075926083,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00978242894275981,0.0100549483388216,0.00979819715522791,0.0100284384962892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +94.3502,-44.1552,22333.5,874.812452055413,0.0100575412053545,883.610914338918,0.0100073007208044,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0100575412053545,0.010332235645512,0.010075389898991,0.0103254247936345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +95.3502,-44.1472,22393,877.143091717682,0.0102500943472232,886.133891163803,0.0101979183664176,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0102500943472232,0.0105122731730064,0.0102652209530708,0.0105053858989068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +96.3503000000001,-44.1424,22450.5,879.395390550968,0.0103594523196695,888.505445169518,0.0103061609239503,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0103594523196695,0.0106019230073939,0.0103700833111781,0.0105794777238581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +97.3503000000001,-44.1344,22493,881.060133166875,0.0105866913170872,890.387644828504,0.0105310446984049,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0105866913170872,0.0108722744421233,0.0106024769873598,0.0108459608079265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +98.3504,-44.1128,22549,883.253676378423,0.0108401355207753,892.828265929588,0.0107818024321514,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0108401355207753,0.0111267619143891,0.0108652722714347,0.0111312478598497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +99.3504,-44.1056,22586.5,884.72256692187,0.0110136072017673,894.466553756487,0.0109533990988659,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0110136072017673,0.0113348380732146,0.0110439272156783,0.0113295362921581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +100.3505,-44.0944,22639.5,886.798598889942,0.0112016655995183,896.732220248829,0.0111393915605218,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0112016655995183,0.0115199668258718,0.0112339791777184,0.0115072517722814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +101.3505,-44.0896,22690,888.776704821784,0.0114066852958262,898.914700991947,0.0113421195843818,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0114066852958262,0.0117132858103126,0.0114193025797489,0.0117000774076685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +102.3505,-44.0872,22729.5,890.323936194215,0.01157108268209,900.625948073762,0.0115046496815763,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.01157108268209,0.011879820523245,0.0115907173443181,0.0118841772468793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +103.3496,-44.076,22781,892.341212540549,0.0117846678341693,902.857157325079,0.0117157694046582,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0117846678341693,0.0121031703575589,0.011800017695867,0.012086513755884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +104.3496,-44.0608,22814,893.633836218783,0.0119612773553942,904.322838387961,0.0118903066503959,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0119612773553942,0.0122821010969746,0.0119849546953731,0.0122593942862652,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +105.3497,-44.0608,22855,895.239823212952,0.0121766858470683,906.140877298001,0.0121031463840537,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0121766858470683,0.0125199867480574,0.012192316602122,0.0124991422653688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +106.3497,-44.0448,22906,897.23751435204,0.0123518112546695,908.320022779925,0.0122761500323488,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0123518112546695,0.0126847506000636,0.0123847129199985,0.0126803194678251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +107.3498,-44.0368,22953.5,899.098109040406,0.0125459757199011,910.378172086236,0.0124679270860606,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0125459757199011,0.01290743636153,0.0125680335973357,0.0128779655599006,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +108.3498,-44.0288,22979.5,900.116539817196,0.0127292001475632,911.574303408661,0.0126488648967297,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0127292001475632,0.0131107902245525,0.0127611025794589,0.0130898188192072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +109.3498,-44.024,23024.5,901.879208469333,0.0129547854183714,913.562860088344,0.0128715899351346,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0129547854183714,0.0133154722332694,0.0129874314519388,0.0133132090757336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +110.3499,-44.008,23068.5,903.602706706978,0.0131431406388473,915.478884162871,0.0130575189749863,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0131431406388473,0.013498387409769,0.0131674223862205,0.0134935736006903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +111.3499,-44.0104,23104.5,905.012841628687,0.0133847967400384,917.126254561012,0.0132960117170593,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0133847967400384,0.013744906007867,0.0134075065989893,0.0137415449524902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +112.35,-43.9944,23129.5,905.992101990985,0.0135294342134834,918.249662532808,0.0134387286327349,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0135294342134834,0.0138977165486214,0.0135687717242954,0.0139136774594392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +113.35,-43.984,23182,908.048548751811,0.0137922919378707,920.572619429956,0.0136980438883943,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0137922919378707,0.0141702077736366,0.0138011558595586,0.0141634287988615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +114.3501,-43.984,23215,909.341172430045,0.0139531274514375,922.029325705801,0.0138566787075054,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0139531274514375,0.0143428667139387,0.0139836657647749,0.0143446637140348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +115.3501,-43.9688,23252.5,910.810062973492,0.0141888046948873,923.733369071161,0.0140890857602614,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0141888046948873,0.0145972066144606,0.0142080788818485,0.0145685171281918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +116.3502,-43.9504,23290.5,912.298538724185,0.0143998032489367,925.435458186106,0.0142971107427385,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0143998032489367,0.0148185642302325,0.0144283025320358,0.0148057870059524,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +117.3502,-43.9528,23331.5,913.904525718354,0.0145594090683583,927.210435557711,0.0144544385182619,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0145594090683583,0.0149650291860016,0.0145762750028309,0.0149511634539332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +118.3502,-43.932,23356,914.864200873406,0.0148427899639994,928.443338052552,0.0147337137625856,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0148427899639994,0.0152502115809877,0.0148793783904121,0.0152490366523446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +119.3503,-43.9344,23401,916.626869525543,0.0150310603779824,930.404743345463,0.0149192133831568,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0150310603779824,0.0154362257641079,0.0150628196379304,0.0154331363182525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +120.3503,-43.9208,23423.5,917.508203851611,0.0152245039880252,931.476811160196,0.0151097742307894,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0152245039880252,0.0156425310620073,0.0152633121411017,0.0156535945046935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +121.3504,-43.9184,23466.5,919.192531674764,0.0154221455194608,933.368452658654,0.0153044329441678,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0154221455194608,0.0158401296270197,0.0154664233221323,0.0158425621456367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +122.3504,-43.908,23488,920.03469558634,0.0156316599598865,934.416365099043,0.0155107440134301,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0156316599598865,0.0160589785231462,0.0156568863393398,0.0160526907126185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +123.3505,-43.892,23522,921.366489679066,0.0158178102115498,935.940489948091,0.0156940124184952,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0158178102115498,0.016266759538484,0.0158476584027646,0.0162528221725488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +124.3505,-43.884,23562,922.933306258743,0.0160460668868808,937.742755823101,0.015918689552494,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0160460668868808,0.0164780084898024,0.0160633641770334,0.0164592373198851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +125.3496,-43.876,23589.5,924.010492657271,0.0162391712709524,939.01565730369,0.0161087262471737,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0162391712709524,0.0166894050128645,0.0162631329500827,0.0166727855983703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +126.3496,-43.8656,23609.5,924.793900947109,0.0164335477524158,939.991545679466,0.0162999783658613,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0164335477524158,0.0168871511496207,0.0164498109013293,0.0168724800924165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +127.3497,-43.8576,23654,926.536984392,0.0165825103569929,941.901293531817,0.0164465218269909,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0165825103569929,0.0170414374078137,0.0166143790029369,0.0170178799395447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +128.3497,-43.8472,23671.5,927.222466645609,0.0168683082376787,942.863141017888,0.0167276182567192,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0168683082376787,0.0173269149462875,0.0168836715497598,0.0173206180699483,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +129.3497,-43.8424,23690,927.947119313709,0.0170787555495247,943.795301327353,0.0169345531532501,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0170787555495247,0.017573876259617,0.0171037100325146,0.0175401477530633,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +130.3498,-43.8344,23727.5,929.416009857156,0.0172623616064046,945.459925102092,0.0171150598104967,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0172623616064046,0.0177390828268548,0.0173011638190184,0.0177339563866624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +131.3498,-43.8392,23754,930.454025841193,0.0174619112839278,946.701531494205,0.0173112040063679,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0174619112839278,0.0179462735552172,0.0174980908003539,0.0179330823913088,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +132.3499,-43.808,23787,931.746649519426,0.0176653196568729,948.206251922407,0.017511101458016,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0176653196568729,0.0181578176500233,0.017690774717997,0.0181296703060181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +133.3499,-43.8104,23798.5,932.197109286083,0.0178803041160831,948.865077096252,0.0177223317615757,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0178803041160831,0.0183816839854406,0.0179278372660073,0.018378899176596,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +134.35,-43.792,23825,933.235125270119,0.0181078399362255,950.133997541374,0.0179458456575229,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0181078399362255,0.0186128551221782,0.018144323300634,0.0185972730186981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +135.35,-43.7768,23848,934.136044803433,0.0183097641955468,951.239855510345,0.0181441588714465,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0183097641955468,0.0188287525834277,0.0183512854632317,0.0188181884498823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +136.3501,-43.7896,23874,935.154475580224,0.0185110524061721,952.465169085556,0.01834180827648,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0185110524061721,0.0190362384552779,0.0185417020635479,0.0190214150224028,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +137.3501,-43.7632,23917,936.838803403376,0.0187035631447942,954.361027119325,0.0185308023448769,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0187035631447942,0.0192212196361914,0.0187256483834945,0.0192034083380681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +138.3501,-43.7632,23922,937.034655475836,0.0189247384779778,954.767791275518,0.0187478932970157,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0189247384779778,0.01943401809082,0.0189453250704844,0.01941987888253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +139.3502,-43.7608,23939.5,937.720137729445,0.0191180124750351,955.647483020648,0.0189375595810487,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0191180124750351,0.0196411350333106,0.0191323780568026,0.0196108843557089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +140.3502,-43.7344,23968,938.836494542464,0.0193258307856048,956.980289771342,0.0191414585621039,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0193258307856048,0.0198438248234856,0.019362126931095,0.0198281165326021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +141.3503,-43.7368,24001,940.129118220698,0.0195389070987275,958.498213722421,0.0193504732259404,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0195389070987275,0.0200828172626474,0.0195689088952642,0.0200600129498294,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +142.3503,-43.7368,24022,940.951696925029,0.0197170855400688,959.504522022373,0.0195252217052268,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0197170855400688,0.0202334880131161,0.0197551147084694,0.0202520797142542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +143.3504,-43.724,24048.5,941.989712909065,0.0199208755422315,960.754972741989,0.0197250512894269,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0199208755422315,0.0204751367436671,0.0199473059547286,0.0204621686365104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +144.3504,-43.7056,24053.5,942.185564981524,0.0201210612684507,961.143338460767,0.0199213077714623,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0201210612684507,0.0206567975603438,0.0201560263067251,0.0206498553271178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +145.3504,-43.6896,24081.5,943.282336587298,0.0203209077686988,962.450689948931,0.0201171932746227,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0203209077686988,0.0209088500988362,0.0203556422100155,0.0208856461383517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +146.3505,-43.6896,24112.5,944.496619436548,0.0205080756982754,963.866427604718,0.0203006167085485,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0205080756982754,0.0210941264232371,0.0205478255215418,0.0210637955746166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +147.3505,-43.6792,24139,945.534635420584,0.0207841632355372,965.18678162802,0.020571119416274,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0207841632355372,0.0213728156614939,0.0208176691137041,0.0213367535719919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +148.3496,-43.6608,24152,946.043850808979,0.0209768859903913,965.88890480931,0.0207599003272425,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0209768859903913,0.0215507871845746,0.0210012109263591,0.0215342686037757,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +149.3496,-43.6608,24171.5,946.807673891571,0.0211353893254068,966.818822695552,0.0209151350195262,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0211353893254068,0.0217186500432015,0.0211714290232896,0.0217062691095044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +150.3497,-43.6448,24196.5,947.78693425387,0.0213901904329795,968.06027726745,0.0211646311447346,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0213901904329795,0.0219729161578515,0.0214354605285286,0.0219639866203174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +151.3497,-43.6552,24213,948.433246092986,0.0216062349733494,968.925317664608,0.021376128862977,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0216062349733494,0.0222212056168757,0.0216422226198609,0.0222022881588575,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +152.3498,-43.6288,24227.5,949.001217103119,0.0218203713676319,969.708776088644,0.0215857144623832,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0218203713676319,0.0224077363010994,0.0218538663520903,0.022403138530841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +153.3498,-43.6288,24250.5,949.902136636433,0.0220216171750108,970.820517843165,0.0217826433924642,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0220216171750108,0.0226262162678662,0.0220545813973733,0.0225860598222648,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +154.3498,-43.6136,24262.5,950.372181610336,0.0222161208662134,971.485764864878,0.0219729379831278,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0222161208662134,0.0228228556165436,0.0222582117218433,0.0228092191685511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +155.3499,-43.608,24275.5,950.881396998732,0.0224222006436812,972.202250470581,0.0221745186499846,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0224222006436812,0.0230449510910347,0.0224642791721863,0.0230302388930601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +156.3499,-43.5872,24283.5,951.194760314667,0.022655291289101,972.744354682262,0.0224024715244831,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.022655291289101,0.0232909531880292,0.0226814912941465,0.0232646065845162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +157.35,-43.5792,24295,951.645220081324,0.0227975541807479,973.340403546978,0.02254157313437,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0227975541807479,0.0234284900532954,0.0228194783044574,0.0234161345404958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +158.35,-43.5816,24316.5,952.487383992901,0.0230792813497801,974.470108310189,0.022816982842247,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0230792813497801,0.0236652689162995,0.0231205447236412,0.0236670487952054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +159.3501,-43.5688,24337.5,953.309962697231,0.0232764988487519,975.499680946457,0.0230097328043903,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0232764988487519,0.0238985798433231,0.0232979658565525,0.0238632508173579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +160.3501,-43.5688,24347.5,953.70166684215,0.0235036530396766,976.117139922969,0.0232316952771529,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0235036530396766,0.0241220772493807,0.0235287195528702,0.0241157212734116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +161.3502,-43.5552,24354.5,953.975859743594,0.0236718667181158,976.558249147744,0.0233960326065067,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0236718667181158,0.0243163554501566,0.0237079414732346,0.024296972089448,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +162.3502,-43.5448,24369,954.543830753727,0.0239211554036577,977.37762206879,0.0236395269768044,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0239211554036577,0.0245748273595061,0.02395877614906,0.024543787654816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +163.3502,-43.5288,24382.5,955.072631349368,0.0240773265601213,978.068226983001,0.0237920379851294,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0240773265601213,0.0247266048980537,0.0241124304359699,0.024701354238496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +164.3503,-43.532,24410,956.149817747896,0.024277681899326,979.362918871278,0.0239876635861763,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.024277681899326,0.0249272286838149,0.0242982273599232,0.0249052494093336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +165.3503,-43.516,24420,956.541521892815,0.0244896557280426,979.966894453548,0.0241945917478858,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0244896557280426,0.0251558173150354,0.0245333412422684,0.0251356303082237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +166.3504,-43.5,24426.5,956.796129587012,0.0247262658429128,980.454125044651,0.0244255192098786,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0247262658429128,0.0253885379550835,0.0247619939320562,0.0253781558116528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +167.3504,-43.5032,24444.5,957.501197047867,0.0249046138972399,981.347394666489,0.0245995486476083,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0249046138972399,0.0255480630101831,0.0249288609794993,0.0255165247995147,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +168.3505,-43.4896,24459.5,958.088753265246,0.0251666659599459,982.200652878654,0.0248552003088046,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0251666659599459,0.0258490355817609,0.0251839629482232,0.0258122676232651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +169.3505,-43.4792,24464.5,958.284605337705,0.0253245756495116,982.552756319342,0.0250092216346932,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0253245756495116,0.0259998539039736,0.0253430857635906,0.0259609533091206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +170.3496,-43.4736,24492,959.361791736233,0.0255935394413796,983.915255591587,0.0252715078678011,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0255935394413796,0.0262509472261307,0.0256151260544828,0.0262229408172776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +171.3496,-43.4632,24505.5,959.890592331874,0.0258450330957336,984.698996458975,0.0255166954732022,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0258450330957336,0.0265788516409609,0.025877864561378,0.0265358122654538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +172.3497,-43.4504,24507,959.949347953612,0.0259954798139345,984.90369185074,0.0256633410994329,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0259954798139345,0.0266681325459887,0.0260200598469942,0.0266465073165514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +173.3497,-43.432,24533.5,960.987363937648,0.0261945630557474,986.160008038089,0.0258573613785285,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0261945630557474,0.0268500147202814,0.0262316880211763,0.0268479605751855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +174.6837,-43.4368,24548.5,961.574920155027,0.0264892656181757,987.04633362679,0.0261445001578538,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0264892656181757,0.0271846336494566,0.0265092102057784,0.0271500663717219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +175.6838,-43.4184,24554.5,961.809942641979,0.0267091688539674,987.499086805428,0.0263587056948739,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0267091688539674,0.0274270202387266,0.0267359077388178,0.0273799302674555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +176.6838,-43.4216,24566.5,962.279987615882,0.0269600688628721,988.22312234737,0.0266030488495993,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0269600688628721,0.0276395235498677,0.0269803656992539,0.0276175964811967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +177.6827,-43.4056,24589.5,963.180907149196,0.0271693712870657,989.349926832145,0.026806835836755,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0271693712870657,0.0278564540133242,0.0271963186231657,0.0278355601494255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +178.6829,-43.4,24589,963.16132194195,0.0273749422255767,989.527807484021,0.027006949251535,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0273749422255767,0.0280699903266721,0.027386495567122,0.0280304299429499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +179.683,-43.3816,24609,963.944730231789,0.0276383935954135,990.58661409016,0.0272633479489914,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0276383935954135,0.0283532542889881,0.0276468801178343,0.0283134700023348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +180.683,-43.3736,24614,964.140582304248,0.0277969393336754,990.940739579694,0.0274176176903318,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0277969393336754,0.0285138123462947,0.0278207312489207,0.0284666944596284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +181.6831,-43.3664,24628.5,964.708553314381,0.0280426661465201,991.761553203669,0.0276566702052846,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0280426661465201,0.0287806958450437,0.0280635421363354,0.0287576826745343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +182.6831,-43.3632,24645.5,965.374450360744,0.0282419190013188,992.638477393775,0.0278504691150868,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0282419190013188,0.0289577081517893,0.0282597168810568,0.0289333177319914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +183.6831,-43.3584,24648.5,965.49196160422,0.0285179217320878,993.025785798209,0.0281188550753333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0285179217320878,0.0292436284054947,0.0285313576034513,0.0292037626475712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +184.6832,-43.3448,24657,965.824910127401,0.0287016549987066,993.545683487035,0.0282974779789704,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0287016549987066,0.0294354716724969,0.0287259925136404,0.0294116845255221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +185.6832,-43.3344,24670,966.334125515796,0.0289386891460408,994.298568385309,0.0285278721283241,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0289386891460408,0.0296842776326246,0.0289387423354368,0.0296288048349947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +186.6833,-43.324,24673.5,966.471221966518,0.0291493484741191,994.643228405828,0.0287325857508353,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0291493484741191,0.0298829829857157,0.0291624526708979,0.0298475010449248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +187.6833,-43.3112,24702.5,967.607163986784,0.0293465235698445,996.003070431073,0.0289241577612591,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0293465235698445,0.0300783679745704,0.0293723152749167,0.0300595547876298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +188.6834,-43.308,24691.5,967.176289427372,0.029588349284021,995.793439298172,0.0291590614665457,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.029588349284021,0.0303372088132795,0.0296022739028117,0.0303082866989841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +189.6834,-43.292,24704.5,967.685504815767,0.0298012559841581,996.523748256941,0.0293658282680785,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0298012559841581,0.0305439568264105,0.0298161683096849,0.0305088601848771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +190.6835,-43.2848,24716,968.135964582425,0.0300067421161762,997.186570805045,0.0295653479639816,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0300067421161762,0.0307622892214336,0.0300159533119313,0.0307201371969415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +191.6835,-43.2792,24731,968.723520799804,0.0302096416501646,997.988311221252,0.0297623171136721,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0302096416501646,0.0309505907665835,0.0302108113927493,0.0309228810143579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +192.6835,-43.2688,24739,969.036884115739,0.0304795807166996,998.572722042604,0.0300243062240618,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0304795807166996,0.0312718544529403,0.0304870620114164,0.0312212113417869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +193.6836,-43.2632,24753.5,969.604855125872,0.0306639500320144,999.33676995425,0.0302032062502426,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0306639500320144,0.0314192048391726,0.0306869597903149,0.0313911448029678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +194.6836,-43.2552,24753.5,969.604855125872,0.0309020018572622,999.567586159782,0.0304341489722909,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0309020018572622,0.0316797427529361,0.0309031347819255,0.031641976578557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +195.6837,-43.248,24773.5,970.38826341571,0.031131106597521,1000.59752388509,0.030656361448184,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.031131106597521,0.0319331972229949,0.0311398714420252,0.0318846628186949,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +196.6837,-43.2344,24780,970.642871109908,0.0313535964313427,1001.07601596965,0.030872110766817,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0313535964313427,0.0321466597504709,0.0313727503118374,0.0321031600055613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +197.6838,-43.2296,24798,971.347938570762,0.0315969062591431,1002.03952833079,0.0311079960472551,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0315969062591431,0.0323731085914056,0.031599870284612,0.0323344168485137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +198.6838,-43.216,24796.5,971.289182949025,0.0318291488396351,1002.20449091944,0.03133309990392,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0318291488396351,0.0326247184146662,0.0318455457627384,0.032583675665502,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +199.6836,-43.2056,24811,971.857153959158,0.0320993847288947,1003.05317064562,0.0315949654544063,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0320993847288947,0.0328845184697104,0.0321056762181818,0.0328410106640764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +200.6829,-43.2,24822.5,972.307613725815,0.0323452387514786,1003.75713563166,0.0318331447893713,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0323452387514786,0.0331553126196713,0.0323546180130415,0.0331270841904375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +201.6829,-43.1952,24819.5,972.190102482339,0.0325042085222044,1003.79037229665,0.0319871218953049,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0325042085222044,0.0333290783480523,0.0325264753628906,0.0332844021022952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +202.683,-43.1816,24839,972.953925564931,0.032759730484966,1004.82763394073,0.0322345691675293,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.032759730484966,0.0335650455664652,0.0327638432618264,0.0335324165471012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +203.683,-43.1712,24834.5,972.777658699718,0.0329996480530548,1004.87897907068,0.0324668494337211,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0329996480530548,0.0338030787892918,0.0329995103876408,0.0337844241230689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +204.6831,-43.1632,24847.5,973.286874088113,0.0332332051341849,1005.63231642909,0.032692919870811,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0332332051341849,0.0340435469458919,0.0332418852044064,0.0340129601146875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +205.6831,-43.1528,24863.5,973.913600719984,0.0334614194062698,1006.50213217915,0.032913769405428,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0334614194062698,0.0342934596940984,0.0334736826935203,0.0342719609516054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +206.6832,-43.148,24863.5,973.913600719984,0.0337389486539088,1006.77242168802,0.0331822767582655,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0337389486539088,0.034577240157518,0.0337403579526949,0.0345531823063367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +207.6832,-43.1344,24869,974.129037999689,0.0339805199486072,1007.23044920795,0.0334159364006548,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0339805199486072,0.0348427217247003,0.033978292464355,0.0348018058426934,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +208.6832,-43.1296,24874,974.324890072149,0.0342162819985497,1007.66266526906,0.0336439244245621,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0342162819985497,0.0351271662609673,0.0342113100149268,0.0350909920318181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +209.6833,-43.124,24892,975.029957533004,0.0344270685363671,1008.597380706,0.0338477164784146,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0344270685363671,0.0353103027950826,0.0344337604426765,0.0352745627532942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +210.6833,-43.116,24898,975.264980019955,0.0346931489074802,1009.09999319604,0.0341049082745574,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0346931489074802,0.0355834580929451,0.0346936949703434,0.0355402665956546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +211.6834,-43.0952,24914.5,975.911291859072,0.0349334481047869,1010.00323832811,0.0343371233018801,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0349334481047869,0.0358327805541761,0.0349347774033616,0.035796142334518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +212.6834,-43.0896,24900,975.343320848939,0.035148644580229,1009.62531657716,0.0345450343571737,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.035148644580229,0.0360874893840576,0.0351522782595746,0.0360391054587905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +213.6835,-43.0792,24906.5,975.597928543136,0.0353173670976249,1010.05347872518,0.0347080145913989,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0353173670976249,0.0362265019667623,0.0353186775403872,0.0361919865480227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +214.6835,-43.0768,24927.5,976.420507247467,0.0356651585245366,1011.24469942506,0.0350438855375595,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0356651585245366,0.0366122545051807,0.0356579549537598,0.0365651035362671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +215.6835,-43.0528,24933,976.635944527172,0.0358734856740631,1011.67128009194,0.0352450183050433,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0358734856740631,0.0367988589752766,0.0358845310982509,0.0367637934332462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +216.6836,-43.056,24923,976.244240382253,0.036097841250726,1011.48454999351,0.0354615807396913,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.036097841250726,0.03705939688904,0.0360878195264071,0.0370139916129129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +217.6836,-43.0376,24926,976.361751625729,0.0363766001925106,1011.87847270788,0.0357305914815285,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0363766001925106,0.0373031854098768,0.0363688911540406,0.0372672235293038,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +218.6837,-43.0424,24951,977.341011988027,0.0366283482663433,1013.1393989501,0.0359734737527526,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0366283482663433,0.0376249655973371,0.0366347180001983,0.0375850065870911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +219.6837,-43.024,24969,978.046079448882,0.0368467673885112,1014.08391583358,0.03618415303347,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0368467673885112,0.0378734026281051,0.0368445837594085,0.0378304290440305,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +220.6838,-43.0112,24957.5,977.595619682225,0.0370937662987478,1013.8583231334,0.0364223458913582,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0370937662987478,0.0381112882791879,0.0370821460992166,0.0380731904352846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +221.6838,-43.0136,24964.5,977.869812583668,0.0373279594285737,1014.37169727422,0.0366481371351698,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0373279594285737,0.0383848862922819,0.0373251793112358,0.0383416445478452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +222.6839,-43.0032,24969,978.046079448882,0.0375859831828723,1014.80690294312,0.0368968450457289,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0375859831828723,0.0386506630029521,0.0375991945583263,0.0386208804213344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +223.6829,-42.9928,24982,978.555294837277,0.0378334485288193,1015.57741621711,0.037135317658386,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0378334485288193,0.0389121601330506,0.0378463945735926,0.0388764757290355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +224.683,-42.9712,24985.5,978.692391287998,0.0380822707786507,1015.96321994203,0.0373750405418431,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0380822707786507,0.0391687873956021,0.0380849587299065,0.0391455104722452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +225.683,-42.9744,24999,979.221191883639,0.0383187960870283,1016.74376905952,0.0376028629150589,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0383187960870283,0.0394153059937002,0.0383194348300337,0.0393822549624185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +226.683,-42.9792,25002,979.338703127115,0.0385448053903006,1017.08712285034,0.0378205077368022,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0385448053903006,0.0396678750332958,0.0385413617894962,0.0396342187123529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +227.6829,-42.956,25010.5,979.671651650297,0.0388251756554481,1017.70757561028,0.0380904358376297,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0388251756554481,0.0399717252538788,0.03883151754458,0.0399272215510687,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +228.6831,-42.9448,25020.5,980.063355795216,0.0390684006767557,1018.35286366803,0.0383245431328144,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0390684006767557,0.0401989857394045,0.0390807235384275,0.0401778081354293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +229.6832,-42.9344,25018.5,979.985014966232,0.0393410111478134,1018.53861636471,0.0385868691895289,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0393410111478134,0.0405057873948643,0.0393554090367389,0.0404782269409735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +230.6832,-42.9264,25017,979.926259344494,0.0396491979425944,1018.77954957039,0.038883346580996,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0396491979425944,0.0408767089730261,0.0396511322683354,0.0408418046806945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +231.6833,-42.932,25022,980.122111416954,0.0398184717021934,1019.1490759751,0.03904615147808,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0398184717021934,0.0410107779023119,0.0398363924361888,0.0409749298086913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +232.6833,-42.9136,25030,980.435474732889,0.0400995628225296,1019.75050864538,0.0393164420543253,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0400995628225296,0.0413283522950725,0.0400990309048884,0.0412931117234113,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +233.6833,-42.908,25041.5,980.885934499546,0.0403522861710291,1020.46692442961,0.0395593924978694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0403522861710291,0.0416020978799104,0.0403457161754655,0.0415750327797464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +234.6834,-42.8928,25045,981.023030950268,0.0405993698877586,1020.85194785223,0.0397968643460706,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0405993698877586,0.0418720065994084,0.0406025864030798,0.041852715919436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +235.6834,-42.8768,25038,980.748838048825,0.0408592593848984,1020.8215092141,0.0400465829759154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0408592593848984,0.0421495152637143,0.0408710138270479,0.042125034580416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +236.6835,-42.8688,25048,981.140542193744,0.0410747526830652,1021.44064731168,0.0402535955879264,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0410747526830652,0.0423668146565304,0.0410605524091417,0.0423275239256013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +237.6835,-42.864,25064.5,981.786854032861,0.0413489744774858,1022.3827336026,0.0405169635014101,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0413489744774858,0.042675682316404,0.0413496508487492,0.0426321422986141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +238.6836,-42.8608,25068,981.923950483582,0.0415958461779833,1022.76790808637,0.0407540045398527,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0415958461779833,0.0429297270734383,0.0416097713885173,0.0428990388908669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +239.6836,-42.848,25064.5,981.786854032861,0.0418558628848624,1022.88038997742,0.0410036063972877,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0418558628848624,0.0431812631108271,0.0418613695524902,0.0431670174841422,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +240.6837,-42.84,25069.5,981.98270610532,0.0420750876687119,1023.29971455386,0.0412140018373093,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0420750876687119,0.0434387758038417,0.0420794460964161,0.0433945778957451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +241.6837,-42.8344,25079,982.354825042994,0.0423574932896861,1023.96491295284,0.0414849682626876,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0423574932896861,0.0437609987065335,0.0423706540439367,0.0437340311976041,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +242.6838,-42.8296,25089,982.746529187913,0.0425787534293623,1024.59065133777,0.0416972146955029,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0425787534293623,0.0439522516865605,0.0425840964192221,0.0439320359661227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +243.6838,-42.8112,25087.5,982.687773566175,0.042837413232357,1024.78357580081,0.0419452801017812,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.042837413232357,0.0442755813773313,0.0428464719999812,0.0442465903641637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +244.6839,-42.7928,25089,982.746529187913,0.0431092180417333,1025.11196359443,0.0422058858208726,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0431092180417333,0.0445771442358845,0.043128034112165,0.044555604874858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +245.6829,-42.7928,25094,982.942381260372,0.0433778426076301,1025.58030116705,0.0424633756203035,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0433778426076301,0.0448516276794416,0.0433790572353439,0.0448161040213506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +246.683,-42.7824,25115.5,983.784545171949,0.0435829471104307,1026.66077497224,0.0426599337008113,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0435829471104307,0.0450809541693812,0.0435996222585994,0.0450576043407972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +247.683,-42.7824,25105.5,983.392841027029,0.0438588226314606,1026.52329321868,0.0429242529519013,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0438588226314606,0.0453681287829093,0.0438807040222122,0.0453482193776771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +248.683,-42.7688,25110.5,983.588693099489,0.0440967472469692,1026.96175509407,0.0431521549436588,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0440967472469692,0.0456474083081416,0.0441055824480929,0.0455992695336989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +249.6831,-42.7584,25127,984.235004938606,0.0443577816317616,1027.89348636201,0.0434021334637005,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0443577816317616,0.0458962880541411,0.044370545233905,0.0458705107942056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +250.6831,-42.748,25125,984.156664109622,0.0446056710101725,1028.05563249136,0.0436394658873588,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0446056710101725,0.0461771908685557,0.0446134585195867,0.046133580024867,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +251.6832,-42.74,25138,984.665879498017,0.0448256166492106,1028.80413473995,0.0438499974718618,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0448256166492106,0.0464158143783577,0.0448493444778426,0.0463901787631869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +252.6832,-42.7296,25130,984.352516182082,0.0450918242300629,1028.73876682218,0.0441047516330405,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0450918242300629,0.0466821813760031,0.0451093044137282,0.0466727288477158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +253.6832,-42.7216,25132,984.430857011066,0.0453715160432682,1029.09597743343,0.0443723399800694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0453715160432682,0.0470011577003303,0.0453805972586383,0.0469458038056626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +254.6833,-42.7112,25150,985.13592447192,0.0456320839923504,1030.0897297213,0.0446215676240835,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0456320839923504,0.0472633926891482,0.0456279346750053,0.0472131125903148,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +255.6833,-42.6976,25145,984.940072399461,0.0458661075091909,1030.11543965024,0.0448453531561658,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0458661075091909,0.0475057792784182,0.0458901577305155,0.0474808655741601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +256.6834,-42.6928,25150,985.13592447192,0.0461557216820519,1030.60558402084,0.0451222280631768,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0461557216820519,0.0478313225453469,0.0461799141506017,0.0478097930024398,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +257.6834,-42.6848,25163,985.645139860315,0.0463528119712844,1031.33256369867,0.0453106051107688,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0463528119712844,0.0480221328101423,0.0463641336792112,0.0479880937766598,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +258.6835,-42.6744,25155,985.33177654438,0.0466302988156772,1031.27809171723,0.0455757642939353,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0466302988156772,0.0483098239247737,0.0466486927747657,0.0482922109362321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +259.6835,-42.664,25160,985.527628616839,0.0469147397924785,1031.7634008717,0.0458474957096019,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0469147397924785,0.0486273245316624,0.0469276164010266,0.0486094296893687,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +260.6836,-42.6664,25168,985.840991932775,0.0471278161056008,1032.30152490995,0.0460510028573029,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0471278161056008,0.0488215289465664,0.0471487011956828,0.04879560238875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +261.6836,-42.6456,25173,986.036844005234,0.047386645521581,1032.76182240333,0.0462981526593593,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.047386645521581,0.0491081870589909,0.0474076397972194,0.0490913604160362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +262.6837,-42.6424,25178,986.232696077694,0.0476390296441094,1033.21586472213,0.0465390892041865,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0476390296441094,0.0493958781736226,0.0476692882223215,0.0493749919036237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +263.6837,-42.6344,25184.5,986.487303771892,0.0478962053334802,1033.73630223222,0.0467845402816671,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0478962053334802,0.0496590723787754,0.0479042084933487,0.0496313104348004,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +264.6838,-42.6216,25186,986.54605939363,0.0481825120531226,1034.08032679132,0.0470577234584706,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0481825120531226,0.0499526663631608,0.0481962563744743,0.0499366858453987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +265.6838,-42.6136,25194.5,986.879007916811,0.0484030937408568,1034.64700504789,0.0472681433792586,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0484030937408568,0.0501997014623622,0.0484130083982861,0.0501768794136968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +266.6838,-42.6056,25197.5,986.996519160287,0.0486642553353883,1035.02796978384,0.0475172165394473,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0486642553353883,0.0504713072569144,0.0486753120762453,0.050452065802624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +267.6839,-42.5952,25194,986.859422709565,0.0488813175536717,1035.09841153186,0.0477241843611375,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0488813175536717,0.0507252044422046,0.0489234660464856,0.0506938102921571,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +268.6829,-42.5872,25194.5,986.879007916811,0.0491631295291967,1035.39706841267,0.0479928268845232,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0491631295291967,0.0510028606782544,0.0491915181609771,0.0509908953751506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +269.6829,-42.5848,25214,987.642830999403,0.0494170825718417,1036.44925833039,0.0482348505559751,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0494170825718417,0.0512840586361567,0.0494411508642528,0.0512488828805099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +270.683,-42.572,25202.5,987.192371232746,0.0496743430677053,1036.23050375518,0.0484799666038132,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0496743430677053,0.0515274044417618,0.0497084645470241,0.0515326038848419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +271.683,-42.5608,25201,987.133615611008,0.0499032781949785,1036.39481904646,0.0486980439217098,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0499032781949785,0.0518021092429348,0.0499295826863636,0.0517642207261249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +272.6831,-42.5424,25202.5,987.192371232746,0.0501522276545491,1036.70226777364,0.0489351323796515,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0501522276545491,0.0520422084701752,0.0501749467054799,0.0520244614486838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +273.6831,-42.5456,25222.5,987.975779522585,0.050387820091506,1037.75772535593,0.0491594484437013,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.050387820091506,0.0523069521786384,0.0504224394122025,0.052288534880855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +274.6832,-42.5296,25219,987.838683071863,0.0506544517048225,1037.87710993568,0.0494132573444806,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0506544517048225,0.0525863792756145,0.0506798715808222,0.0525583968270898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +275.6833,-42.532,25230.5,988.28914283852,0.0508943692729114,1038.58749542255,0.0496415818704077,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0508943692729114,0.0528263309311111,0.0509159993044907,0.0528107709201807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +276.6833,-42.516,25229,988.230387216782,0.0511484495252955,1038.7768392967,0.0498833279008399,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0511484495252955,0.0531023638779787,0.0511767742150892,0.0530806746281141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +277.6833,-42.5192,25229,988.230387216782,0.0513736955701328,1038.99943428281,0.0500975906102477,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0513736955701328,0.0533334612288446,0.051397733168022,0.053303661479436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +278.6834,-42.4952,25233.5,988.406654081996,0.0516633945494865,1039.47109702717,0.0503730959568221,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0516633945494865,0.0536449113942358,0.0516772295549693,0.0536104939439066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +279.6834,-42.4824,25238.5,988.602506154456,0.0518796087028422,1039.8908173364,0.0505786673701784,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0518796087028422,0.0538867076965305,0.0519181906502841,0.0538632689241136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +280.6835,-42.4824,25253.5,989.190062371834,0.0521887283690439,1040.81463384232,0.0508724978156818,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0521887283690439,0.0542216217691933,0.052210901968705,0.0541901141108889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +281.6835,-42.4608,25247,988.935454677637,0.0523736913298081,1040.72965492603,0.0510482711351227,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0523736913298081,0.0543961253562935,0.0524144808461985,0.0543649646405731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +282.6835,-42.4608,25257,989.327158822556,0.0526299765510047,1041.39542399266,0.0512917721098464,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0526299765510047,0.0546927445614278,0.052676974490753,0.0546726591087121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +283.6836,-42.448,25262,989.523010895016,0.0529214988699534,1041.89005179789,0.0515686803917995,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0529214988699534,0.0550023500800206,0.0529634838810753,0.054969999729503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +284.6836,-42.4352,25256.5,989.30757361531,0.05311795311049,1041.85756692246,0.0517552431277651,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.05311795311049,0.0551554557642629,0.0531539602712653,0.0551242396212355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +285.6836,-42.4376,25263.5,989.581766516754,0.0534496313037725,1042.47454708201,0.0520701423016414,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0534496313037725,0.0555237948369074,0.0534715579440706,0.0554768682261851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +286.6837,-42.4216,25270,989.836374210951,0.0536734356382324,1042.96429313454,0.0522825687505876,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0536734356382324,0.0557936297705334,0.0537152222669513,0.0557590720948648,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +287.6837,-42.4272,25263.5,989.581766516754,0.0539227667270206,1042.94275326995,0.0525191710842523,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0539227667270206,0.0560470104547201,0.0539873725973637,0.0560301594710775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +288.6838,-42.4056,25273,989.953885454427,0.0542036458311248,1043.61299525074,0.0527856438195618,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0542036458311248,0.0563406044391057,0.0542488090262446,0.0563104261213443,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +289.6838,-42.3952,25285,990.42393042833,0.0544421640920828,1044.34475256943,0.0530118726730306,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0544421640920828,0.0565905909731838,0.0544969700946185,0.0565628140589508,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +290.6827,-42.3984,25276.5,990.090981905149,0.0547483155310369,1044.29679538693,0.0533021749895466,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0547483155310369,0.0568905305425548,0.0547835110327646,0.0568520968326143,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +291.683,-42.3824,25280,990.22807835587,0.0549143242406637,1044.60578412291,0.0534595543798244,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0549143242406637,0.0570882028934391,0.0549500732998851,0.057054506465021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +292.683,-42.372,25281.5,990.286833977608,0.0552681369285631,1045.01814231644,0.0537948928614255,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0552681369285631,0.0574574273965466,0.0553102963760363,0.0574246241619578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +293.6831,-42.3608,25278,990.149737526887,0.0555134821121904,1045.11639726948,0.0540273614242735,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0555134821121904,0.0577086682904477,0.0555493103822992,0.0576717613868764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +294.6831,-42.356,25297.5,990.913560609479,0.055781979468348,1046.1886805023,0.0542817051317186,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.055781979468348,0.0579867672417291,0.0557998749789287,0.0579369662945129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +295.6831,-42.34,25288,990.541441671806,0.0560076919488956,1046.01938159958,0.054495469300056,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0560076919488956,0.0582286373298959,0.05606876726844,0.0582029114188357,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +296.6832,-42.3352,25293,990.737293744265,0.0563150306787487,1046.53069483605,0.0547864653005531,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0563150306787487,0.0585622970427358,0.0563376330972207,0.0585177676288859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +297.6832,-42.324,25301,991.050657060201,0.0564714986579372,1047.01677291032,0.0549345805760926,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0564714986579372,0.058743810287669,0.0565081988603035,0.0587136455585552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +298.6832,-42.3192,25304.5,991.187753510923,0.0567666676560757,1047.45417929925,0.0552139329034953,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0567666676560757,0.05902227816831,0.0567986413636928,0.0589842922575815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +299.6833,-42.3112,25278,990.149737526887,0.0570060339819615,1046.59424711157,0.0554404154640125,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0570060339819615,0.0592859150886943,0.0570581931446911,0.0592557162862891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +300.6833,-42.3056,25306,991.246509132661,0.057203972336122,1047.94974701936,0.0556276611530852,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.057203972336122,0.0595056494152837,0.0572455274275922,0.059455866593841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +301.6834,-42.2848,25308,991.324849961644,0.0574982084628398,1048.32425283913,0.0559059378118867,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0574982084628398,0.0598041870530881,0.0575552730767929,0.0597813135599921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +302.6834,-42.2768,25261.5,989.50342568777,0.057737277966001,1046.63466002502,0.0561319830968804,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.057737277966001,0.0600473115010775,0.0577768820076736,0.0599990147102684,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +303.6835,-42.2928,25061,981.649757582139,0.0578309891405285,1038.41953405267,0.0562205750615508,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0578309891405285,0.0601749610595061,0.0578920371201482,0.0601359303505055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +304.6835,-42.2848,24974,978.241931521341,0.0579014209327864,1034.88352937246,0.056287154173303,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0579014209327864,0.0602292674612422,0.0579506889647049,0.0601995900396241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +305.6836,-42.2848,24913,975.852536237334,0.0579141843099506,1032.36823988032,0.0562992189081814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0579141843099506,0.0602523624391542,0.0579557678379902,0.0602000252730863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +306.6836,-42.2768,24855.5,973.600237404048,0.0578705937726591,1029.94306123982,0.0562580138312291,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0578705937726591,0.060197318178699,0.0579129200166622,0.0601579434332583,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +307.6837,-42.2904,24770.5,970.270752172235,0.0579146931489074,1026.46368505565,0.0562996998912724,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0579146931489074,0.0602163549336553,0.0579597421820595,0.0601919849840823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +308.6837,-42.2848,24351,953.838763292872,0.0578278513002955,1008.99720946103,0.056217608760772,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0578278513002955,0.0601755513464813,0.0578851476333331,0.0601445020330236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +309.6837,-42.3032,23969.5,938.895250164202,0.0577347337712176,993.102117471493,0.0561295777757328,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0577347337712176,0.0600708491942214,0.0577840417968873,0.0600458365434947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +310.6838,-42.3136,23576.5,923.501277268876,0.0576594256056243,976.74983046226,0.0560583776494666,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0576594256056243,0.0600008264017655,0.0577188251464381,0.0599687966460886,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +311.6838,-42.3168,23254.5,910.888403802476,0.0576284712357577,963.381509979992,0.0560291103616285,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0576284712357577,0.059968286832247,0.0576602413314728,0.0599189149762416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +312.6839,-42.3296,22884.5,896.395350440464,0.057504060110842,947.941722555272,0.0559114712792397,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.057504060110842,0.0598208626601429,0.0575520024526683,0.0597763488666778,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +313.6827,-42.3424,22519.5,882.098149150911,0.0574324834309315,932.759236486476,0.0558437844447042,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0574324834309315,0.0597560786645937,0.0574903846627075,0.0597362841757183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +314.6829,-42.3456,22175.5,868.623526565689,0.0573397051278244,918.430143446056,0.0557560413736835,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0573397051278244,0.0596846539405712,0.0573871297540105,0.0596429699095798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +315.683,-42.3504,21819,854.659273799317,0.0572837328425863,903.617347311076,0.0557031030734207,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0572837328425863,0.0596304213247072,0.0573084998170526,0.0595802482800915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +316.683,-42.3664,21445.5,840.029123986583,0.0571684808188914,888.05231284852,0.0555940894735253,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0571684808188914,0.0595001892607615,0.0572140961145181,0.0594606318025814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +317.6831,-42.3824,21110,826.887449924542,0.0570977522039087,874.100864640855,0.0555271834104151,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0570977522039087,0.0594281004638918,0.0571394663088594,0.0593947768208135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +318.6832,-42.3848,20755,812.981952779909,0.0570110799682824,859.330931902615,0.0554451893007875,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0570110799682824,0.0593497398679084,0.0570558337384626,0.0593094884242868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +319.6832,-42.3928,20406.5,799.331063329473,0.0569451429201419,844.849084971279,0.0553828066956532,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0569451429201419,0.0592772083558072,0.0569888817645444,0.0592543529532044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +320.6832,-42.3952,20060,785.758514708021,0.0567962651220577,830.386663631292,0.0552419400808781,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0567962651220577,0.0591325142609643,0.0568460822726505,0.0591108393000268,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +321.6833,-42.4088,19703,771.774676734403,0.0567447027744444,815.56880137454,0.0551931477003122,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0567447027744444,0.059087209735603,0.0567764293446451,0.0590537656353277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +322.6833,-42.4168,19349.5,757.927935211508,0.0566378465935351,800.855341334972,0.0550920243319639,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0566378465935351,0.0590233111705168,0.0566880242700449,0.0589778953337761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +323.6834,-42.4272,19012.5,744.727505527729,0.0566145672112657,786.889930943507,0.055069992527227,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0566145672112657,0.058953362163933,0.0566724009890271,0.0589214707963668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +324.6834,-42.4376,18654.5,730.70449713962,0.0565161492763885,772.001101576891,0.0549768435950002,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0565161492763885,0.0588505784443429,0.0565582283871861,0.0588146176672889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +325.6834,-42.44,18305.5,717.034022481938,0.0564399506426212,757.503387319899,0.0549047184488097,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0564399506426212,0.058767938267788,0.0564941507173074,0.0587414353841237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +326.6835,-42.456,17971.5,703.951104041635,0.0562802176134604,743.569625366334,0.0547535076714762,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0562802176134604,0.0585928443937124,0.0563168703452867,0.0585599034027202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +327.6835,-42.4584,17625,690.378555420183,0.0561868032616575,729.168719489644,0.0546650666677201,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0561868032616575,0.0585055557072264,0.0562310763229053,0.0584746524500512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +328.6836,-42.4768,17297.5,677.550244674077,0.0561392692224516,715.587420271573,0.0546200603215569,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0561392692224516,0.0584477813695101,0.0561736671385934,0.0584297225295855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +329.6836,-42.4872,16961,664.369400197544,0.0560589998770306,701.613284321521,0.0545440548190112,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0560589998770306,0.0583971642613701,0.0561008792522609,0.0583426157479808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +330.6836,-42.4904,16620.5,651.031874063044,0.0559768223855218,687.474569644784,0.0544662365446389,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0559768223855218,0.0583000620539181,0.0560265120785252,0.0582625729049634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +331.6837,-42.5008,16298,638.399415389398,0.0558770475467602,674.071289876935,0.0543717462579233,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0558770475467602,0.0582111500782497,0.0559250965737533,0.0581618820503751,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +332.6837,-42.5192,15967.5,625.453593399817,0.0557991951863833,660.353400537958,0.0542980111286105,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0557991951863833,0.0581490961599618,0.0558313281784295,0.0580902324947176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +333.6838,-42.5216,15639,612.586112239219,0.0557609474581374,646.744494257375,0.0542617841441381,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0557609474581374,0.0580823937317426,0.0558082705271676,0.0580431381357029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +334.6838,-42.5272,15318,600.012409187311,0.0556605789739263,633.409447274217,0.0541667121909255,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0556605789739263,0.0579959166898475,0.0557148630612626,0.0579631717377211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +335.6839,-42.5344,14986,587.007831575992,0.0556004935737879,619.645756743296,0.0541097932234554,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0556004935737879,0.0579272958289584,0.0556544220659206,0.0579038732996568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +336.6829,-42.548,14647.5,573.748646270475,0.0554900331169355,605.58597765282,0.0540051454543931,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0554900331169355,0.0577569980365579,0.0555435143700996,0.0577275494878938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +337.683,-42.5536,14330,561.312039669289,0.0554022159936563,592.409970530887,0.0539219416590626,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0554022159936563,0.0577378874957295,0.0554450914826398,0.0576906336910043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +338.683,-42.5792,14009.5,548.757921824627,0.0553452684337512,579.129076313159,0.0538679820449079,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0553452684337512,0.0576885247474125,0.0553909278711109,0.0576321519440625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +339.683,-42.5744,13703.5,536.771774990098,0.055210977352426,566.407469302498,0.0537407254680937,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.055210977352426,0.0575713527827971,0.0552580000087117,0.0575329498291598,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +340.6831,-42.5824,13391.5,524.550605668617,0.0551052660591695,553.456106355485,0.0536405402056478,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0551052660591695,0.0573796570875387,0.0551449654626649,0.0573351060498177,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +341.6831,-42.5904,13046,511.017227461657,0.0550861421950464,539.167195117728,0.0536224149644504,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0550861421950464,0.0573975132685443,0.0551250058317766,0.0573602915655081,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +342.6832,-42.6032,12735,498.835228554668,0.0549951024250415,526.268723042251,0.053536124666109,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0549951024250415,0.0573190051008173,0.0550449195735297,0.0572880351781085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +343.6832,-42.6136,12404.5,485.889406565087,0.0548801896273177,512.555109335284,0.0534271961448165,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0548801896273177,0.0572090641516505,0.0549117241184891,0.0571632778203536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +344.6833,-42.6192,12069.5,472.767317710292,0.0548392704945489,498.693532527189,0.053388405079419,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0548392704945489,0.0571607344055403,0.0548772774801973,0.0571221558940181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +345.6833,-42.6136,11747,460.134859036646,0.0547247393260428,485.315619252252,0.0532798222935113,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0547247393260428,0.0570380285005308,0.0547712685781348,0.0570119718544181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +346.6831,-42.6344,11413,447.051940596343,0.0546881877276523,471.500401047687,0.0532451665862997,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0546881877276523,0.0570132364475644,0.0547244129938,0.0569663363002532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +347.6834,-42.64,11091.5,434.458652337189,0.0545605539560109,458.162957079688,0.0531241436180032,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0545605539560109,0.0569063945050185,0.0545870093141968,0.0568506983702959,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +348.6835,-42.656,10760.5,421.493245140362,0.0544558603406676,444.44602243226,0.0530248616828605,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0544558603406676,0.0567759410834569,0.0545090090270165,0.0567439348664512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +349.6835,-42.6584,10442,409.017468124684,0.0543429404955242,431.244680056614,0.0529177676867843,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0543429404955242,0.0566657049908026,0.0543893471235948,0.0566511832295893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +350.6835,-42.6712,10105,395.817038440905,0.0542867985973006,417.304678288126,0.0528645180363633,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0542867985973006,0.0566331654212841,0.0543361881812405,0.0566024558109425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +351.6836,-42.6848,9800.5,383.889647228113,0.0542108119797651,404.700616714975,0.0527924414855651,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0542108119797651,0.0565263972646101,0.0542565675769403,0.0564945887091722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +352.6836,-42.6872,9467,370.826313995056,0.0540748671718306,390.878697668158,0.05266347906888,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0540748671718306,0.056398452562694,0.0541236183222444,0.0563558644572321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +353.6837,-42.7192,9147.5,358.311366564886,0.0539921384381189,377.657363472409,0.0525849913039901,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0539921384381189,0.056308138655459,0.0540392968567243,0.0562769017584788,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +354.6837,-42.7056,8834,346.031441621668,0.0539529578384519,364.700861402261,0.0525478170913025,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0539529578384519,0.0562703602890339,0.0539924269306233,0.0562315653745761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +355.6838,-42.7136,8505,333.144375253824,0.0538607307775483,351.087774759425,0.0524603074015604,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0538607307775483,0.0561696425738577,0.053882289706086,0.0561248135601538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +356.6838,-42.724,8184.5,320.590257409162,0.0537768571561838,337.830593887519,0.0523807172273398,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0537768571561838,0.0560912081920027,0.0538146295070136,0.0560665199047304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +357.6838,-42.7376,7898.5,309.387518864472,0.0536873863062956,325.997726108095,0.0522958086930959,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0536873863062956,0.0560124786666598,0.0537303475465477,0.0559805752849356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +358.6827,-42.74,7555,295.932481486495,0.0536158520296313,311.799153624637,0.0522279169199609,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0536158520296313,0.055935593788115,0.0536636434246023,0.0559018812636099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +359.6829,-42.748,7244,283.750482579507,0.053411213962541,298.905940316535,0.0520336735036929,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.053411213962541,0.0556899606204801,0.0534580329772423,0.0556665691765679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +360.683,-42.764,6948,272.156039889897,0.0534155814969193,286.693413018515,0.0520378195819446,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0534155814969193,0.0557295098478313,0.0534526563520623,0.0556930687342983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +361.683,-42.7664,6654,260.639938029271,0.053343071945588,274.54327299546,0.0519689844059349,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.053343071945588,0.0556688578611097,0.0533615869410773,0.0556137060863761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +362.6831,-42.7848,6348,248.653791194742,0.0532798911084631,261.902038113304,0.0519090013541482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0532798911084631,0.0556027457198659,0.0533265715393073,0.0555550316079764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +363.6831,-42.7792,6050,236.981007676148,0.0531090060255012,249.56683344075,0.0517467472864694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0531090060255012,0.0554181334683122,0.0531537354159242,0.0553819020039414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +364.6832,-42.7896,5738,224.759838354667,0.0530732600887924,236.688575713179,0.051712803465664,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0530732600887924,0.0554040403667748,0.0531056439916721,0.0553529224960656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +365.6832,-42.8056,5465,214.066315198372,0.0529737396695091,225.406208451702,0.0516182942554053,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0529737396695091,0.0553016255765443,0.0530201800337751,0.0552768800192633,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +366.6833,-42.816,5175.5,202.726480202959,0.052921117240736,213.454992029582,0.0515683179438042,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.052921117240736,0.0552277659187484,0.0529600890290492,0.0551988085974097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +367.6833,-42.832,4866.5,190.622822124954,0.0528134553981452,200.690272039119,0.0514660620905893,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0528134553981452,0.0551326559298383,0.0528431145404676,0.0550895721920555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +368.6833,-42.8344,4571,179.04796464259,0.0526719133616869,188.478763523831,0.051331611347049,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0526719133616869,0.0549982918570649,0.0527472634641811,0.0549792763063272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +369.6834,-42.84,4283,167.766885268916,0.0526317150841067,176.596744174938,0.0512934237174435,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0526317150841067,0.054954536835014,0.0526723726005895,0.054922963430624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +370.6834,-42.8448,3997,156.564146724225,0.0525028092150734,164.784204249608,0.0511709556587932,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0525028092150734,0.0548266659189697,0.052540818501908,0.0547826829957321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +371.6835,-42.856,3719,145.67477149547,0.052447557785024,153.315057491299,0.0511184590005078,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.052447557785024,0.0547309656430843,0.0524914611295669,0.0546989248200176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +372.6835,-42.8664,3430,134.354521707304,0.0523631753247027,141.38975108313,0.0510382784322133,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0523631753247027,0.0546942940647382,0.0523934515579036,0.0546408587696793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +373.6835,-42.8824,3109,121.780818655396,0.0522209124330557,128.140324122425,0.050903085077202,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0522209124330557,0.0545286447822689,0.0522575847278216,0.054492610258256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +374.6836,-42.8872,2839.5,111.224391949822,0.0521205439488446,117.021467758626,0.0508076932538048,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0521205439488446,0.0544189989765899,0.0521577314289106,0.0543770712044149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +375.6836,-42.8952,2570,100.667965244248,0.0520631723564754,105.909058869535,0.0507531622811158,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0520631723564754,0.0543718498044305,0.0520952842623414,0.0543293248045747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +376.6837,-42.9008,2287,89.5827379430331,0.0519639911631634,94.2378145458768,0.0506588847973406,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0519639911631634,0.0542678855108896,0.0519967550467214,0.0542246467261647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +377.6837,-42.916,2012.5,78.8304591649996,0.0518617145328645,82.9187419347094,0.0505616556113844,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0518617145328645,0.0541746201687777,0.0519143696585529,0.0541348191355774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +378.6838,-42.94,1728,67.6864762420468,0.0518392832155228,71.195294653819,0.0505403300357758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0518392832155228,0.0541554358420774,0.0518894673345437,0.0541197685210859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +379.6838,-42.9344,1465,57.3846572306705,0.0516614440001526,60.3492314866607,0.0503712412273024,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0516614440001526,0.053986097266012,0.0516999991036288,0.0539596968819539,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +380.6839,-42.9376,1202,47.0828382192942,0.0515690897295096,49.510857328145,0.0502834198789326,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0515690897295096,0.0538667117252391,0.0516292623298566,0.053843679934787,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +381.6829,-42.9632,930.5,36.4480706847365,0.0515136686864747,38.3256445222512,0.0502307153024475,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0515136686864747,0.0538332867252575,0.0515482790130029,0.0537879459655506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +382.6829,-42.9504,671,26.2833481240818,0.0513289177419422,27.6324439379256,0.0500549998721055,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0513289177419422,0.0536373114494275,0.0513722273750269,0.0535915763437365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +383.683,-42.9664,421,16.4907445011005,0.0513149246706326,17.3369658129371,0.0500416898944216,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0513149246706326,0.0536085349593771,0.0513676097840491,0.0535924215724333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +384.683,-42.9816,133.5,5.22925033467202,0.0510961239192472,5.49644475777719,0.0498335471981376,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0510961239192472,0.053375740533457,0.0511383814932876,0.0533687127093845,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +385.6831,-42.9816,-122,-4.77879056801488,0.0511026116159452,-5.02299924640609,0.0498397194943991,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0511026116159452,0.0533790608976936,0.051126962249806,0.0533390885007713,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +386.6831,-42.9976,-385,-15.0806095793912,0.0509899037870338,-15.8495684108942,0.0497324855566028,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0509899037870338,0.0533237952796226,0.0510402628145455,0.0532715431585816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +387.6832,-43.0056,-636.5,-24.9319688241104,0.0508716835360914,-26.2003000520622,0.0496199945612108,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0508716835360914,0.053161245003774,0.0509130124547404,0.0531271187157328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +388.6832,-43.016,-881.5,-34.5287203746321,0.0508549342537663,-36.2846761791507,0.0496040559684522,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0508549342537663,0.0531699517366611,0.0508917706651337,0.0531291241919603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +389.6833,-43.0296,-1128,-44.1842275468917,0.0507348058567363,-46.4259057534131,0.0494897345146802,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0507348058567363,0.0530881232046975,0.0507633934462106,0.0530416584810878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +390.6833,-43.0376,-1377.5,-53.957245962627,0.0506016172598174,-56.6875698712217,0.0493629689043457,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0506016172598174,0.0529195962732232,0.0506527063549397,0.0528807855214745,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +391.6834,-43.048,-1630.5,-63.8673608290841,0.0505033265346795,-67.0928750079435,0.049269407918256,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0505033265346795,0.0527977020128048,0.0505483573144593,0.0527513606909632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +392.6834,-43.0424,-1879,-73.6012088303276,0.0503890921888979,-77.3099069272933,0.0491606595169804,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0503890921888979,0.0526836290548103,0.0504308026901187,0.0526576164190256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +393.6834,-43.048,-2096,-82.1011887750753,0.0503039888733881,-86.2312060617086,0.0490796354813194,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0503039888733881,0.0526080723219601,0.0503447969156606,0.05256346998435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +394.6835,-43.0712,-2313.5,-90.6207539270691,0.0501805106198929,-95.1681496318891,0.0489620642698516,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0501805106198929,0.0524672888783291,0.0502202940799944,0.0524328176289289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +395.6835,-43.0768,-2553.5,-100.021653405131,0.0500615271105155,-105.028890118711,0.0488487597007904,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0500615271105155,0.0523473130505809,0.0500959057806406,0.0522831963062325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +396.6834,-43.0848,-2803,-109.794671820866,0.049976466198252,-115.28182152587,0.0487677507737318,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.049976466198252,0.0522397332493157,0.0500262552822851,0.0522054556542632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +397.6836,-43.0952,-3015.5,-118.118384900401,0.0498890307041907,-124.011196631427,0.0486844735407463,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0498890307041907,0.0521910345738459,0.0499228019394497,0.0521376303708537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +398.6835,-43.1032,-3260,-127.695551243676,0.049755460478054,-134.049102196804,0.0485572422624248,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.049755460478054,0.0520498822008555,0.0497906042218761,0.0520096348117709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +399.6837,-43.1136,-3477.5,-136.21511639567,0.0496324910635158,-142.975811942894,0.0484400943912193,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0496324910635158,0.0519281355121808,0.0496709719734318,0.0518892769973259,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +400.6838,-43.132,-3711,-145.361408179535,0.0495491686843543,-152.563945113618,0.0483607088089203,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0495491686843543,0.0518646058764544,0.0495900086987341,0.0518254813609683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +401.6836,-43.1184,-3934.5,-154.11599581848,0.0494539309929567,-161.737637640598,0.0482699631673559,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0494539309929567,0.0517559192871103,0.0495050885752641,0.0517056828586155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +402.6838,-43.1344,-4161.5,-163.007679908147,0.0493383397432907,-171.050208200221,0.0481598129143799,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0493383397432907,0.0516442074770175,0.0493736821687045,0.0515930709925566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +403.6829,-43.1504,-4385,-171.762267547092,0.0492447981817487,-180.220665747688,0.0480706655654725,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0492447981817487,0.0515576566492508,0.0492858792992413,0.0515154847348997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +404.6829,-43.156,-4590.5,-179.811787725183,0.0491155106834979,-188.643335506218,0.047947438398176,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0491155106834979,0.0514157664175409,0.0491627668504004,0.051373575920097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +405.683,-43.1792,-4817,-188.683886607604,0.0490209514440424,-197.933350251269,0.0478573019926311,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0490209514440424,0.0513178525654978,0.0490764733800434,0.0512780134778741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +406.683,-43.1768,-5021,-196.674651163957,0.0488217833957367,-206.276658382516,0.0476674230797874,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0488217833957367,0.0511076366163864,0.0488708553632453,0.0510806080877014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +407.6831,-43.1872,-5231.5,-204.920023414507,0.0488265325593326,-214.925557609815,0.0476719511635084,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0488265325593326,0.0512091659761538,0.0488695563022927,0.0511417939003594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +408.6831,-43.1976,-5450.5,-213.498344188239,0.0486420360342787,-223.883338339502,0.0474960281215212,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0486420360342787,0.0509290748063304,0.0486721694497311,0.0508877881434509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +409.6832,-43.2,-5660.5,-221.724131231543,0.0486664179009544,-232.514650460783,0.0475192787469893,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0486664179009544,0.0509706900380955,0.0487078423957665,0.0509307808425073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +410.6832,-43.2032,-5869,-229.891162653109,0.0484872217816996,-241.037946442323,0.0473483841436564,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0484872217816996,0.0507741244752901,0.0485334758549788,0.0507234664293715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +411.6832,-43.216,-6073.5,-237.901512416708,0.0483073048072559,-249.393893291129,0.0471767726933176,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0483073048072559,0.0506046383274809,0.0483528355523501,0.050572295518929,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +412.6833,-43.2296,-6277,-245.872691765815,0.0482050705802035,-257.725002226131,0.0470792447909463,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0482050705802035,0.0504837032833975,0.0482482990028463,0.0504535626322415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +413.6833,-43.2368,-6479.5,-253.80470070043,0.0481124194868358,-266.01585892826,0.0469908506484874,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0481124194868358,0.050383280711709,0.048157391325458,0.0503436683569148,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +414.6834,-43.2368,-6686.5,-261.912976500258,0.0479764746789014,-274.478637785398,0.0468611378214184,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0479764746789014,0.050265813603606,0.0480085548538866,0.0502131559188371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +415.6834,-43.2608,-6875.5,-269.316184839232,0.0478451094215772,-282.201647171867,0.0467357786224363,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0478451094215772,0.0501028943983978,0.0478865551714659,0.0500708771758921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +416.6835,-43.2632,-7066.5,-276.79773400719,0.047750889408093,-290.015071992178,0.0466458566970266,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.047750889408093,0.0500312483167597,0.0477911039278228,0.0499875125562329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +417.6835,-43.2688,-7257,-284.259697967902,0.0476818993262123,-297.813740268907,0.0465800086466606,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0476818993262123,0.049966095391851,0.0477286799402128,0.0499165692455805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +418.6836,-43.2848,-7439.5,-291.408298612678,0.0475129223893381,-305.253958488271,0.0464187091479321,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0475129223893381,0.0498178595751557,0.0475579042153517,0.0497644651782427,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +419.6836,-43.292,-7635,-299.066114645849,0.0474053453532402,-313.243447094087,0.046316006299951,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0474053453532402,0.0496652703920169,0.0474471737132624,0.0496331774972819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +420.6836,-43.2952,-7796.5,-305.392136586295,0.0472871675055442,-319.833265703927,0.0462031707910675,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0472871675055442,0.0495406460543373,0.0473235687861668,0.0495001870879538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +421.6837,-43.3032,-7990.5,-312.991196997729,0.0471839156005783,-327.759347220594,0.046104576061465,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0471839156005783,0.0494678193987484,0.0472332494158102,0.0494210195445856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +422.6837,-43.316,-8154.5,-319.415144974404,0.0470580627652853,-334.446202914792,0.045984386669079,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0470580627652853,0.0493353737586449,0.0471057266075738,0.049298628144699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +423.6838,-43.324,-8345.5,-326.896694142362,0.0469515882135935,-342.245013114119,0.0458826922459099,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0469515882135935,0.0492255803812221,0.046998601052152,0.0491782235390953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +424.6838,-43.3528,-8513.5,-333.477323777006,0.0468510501163968,-349.101086585964,0.0457866582688449,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0468510501163968,0.0491281830302823,0.0468858855481197,0.0490831489005636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +425.6839,-43.3528,-8672.5,-339.705419681222,0.0467427522251104,-355.584185942909,0.0456832018187333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0467427522251104,0.0490023781186521,0.0467890048977587,0.0489700848509749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +426.6829,-43.348,-8871.5,-347.500332165115,0.0466125318554388,-363.698202467937,0.0455587887572432,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0466125318554388,0.0488843945094457,0.0466450538002689,0.0488359541482809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +427.6829,-43.3632,-9042.5,-354.198473043234,0.0464838380026374,-370.662977484957,0.0454358189266926,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0464838380026374,0.0487678128318059,0.0465306709834149,0.0487192034391151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +428.683,-43.3768,-9231.5,-361.601681382208,0.0463400485941203,-378.358320869175,0.0452984070692839,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0463400485941203,0.0485979577546368,0.0463827648906874,0.0485472979378588,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +429.683,-43.3872,-9402.5,-368.299822260327,0.0462485847916515,-385.333167818884,0.0452109901722713,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0462485847916515,0.0485015196200322,0.04629578155214,0.0484726673659675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +430.6831,-43.392,-9570.5,-374.880451894971,0.0461305341536947,-392.173887384664,0.0450981515026314,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0461305341536947,0.0483901029534271,0.0461625365439339,0.0483461218000396,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +431.6831,-43.3952,-9749.5,-381.891956089025,0.0459926387964262,-399.456174884688,0.044966328138452,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0459926387964262,0.0482545583067028,0.0460232991290827,0.0482113766533593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +432.6832,-43.4032,-9915.5,-388.394244894685,0.0458663195254227,-406.20845943286,0.0448455558744764,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0458663195254227,0.0481267611765303,0.0459084315086329,0.0480813260894157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +433.6832,-43.4216,-10083,-394.955289322082,0.0457657814282261,-413.030726767118,0.0447494222406235,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0457657814282261,0.0480150493664376,0.045800564738936,0.0479645143869872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +434.6833,-43.432,-10246,-401.340066884266,0.0456293277813349,-419.652944347911,0.0446189316924875,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0456293277813349,0.0478877687373688,0.0456668238353006,0.0478445732816777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +435.6833,-43.4344,-10423.5,-408.292815456583,0.0455405777866353,-426.886706178608,0.0445340509809618,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0455405777866353,0.0477780491458178,0.0455730033694488,0.0477295688349031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +436.6833,-43.4448,-10578,-414.344644495585,0.04539958699238,-433.155720228189,0.044399192225227,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.04539958699238,0.0476517277330839,0.0454319337780801,0.0476043979557883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +437.6834,-43.4472,-10752,-421.16029661718,0.0452593594565599,-440.221741870608,0.0442650454900374,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0452593594565599,0.0475191345212366,0.0453087907774491,0.0474745967324062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +438.6834,-43.4664,-10900,-426.957517961985,0.0451293935063667,-446.225851800593,0.0441406992887136,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0451293935063667,0.0473474347972696,0.0451673092212983,0.0473192092403166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +439.6835,-43.4688,-11066,-433.459806767645,0.0449626639415513,-452.949314391508,0.043981156492907,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0449626639415513,0.0472401501394921,0.0450116950907266,0.0471882604238834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +440.6835,-43.4816,-11216,-439.335368941434,0.0448497016931616,-459.039429181712,0.0438730489418586,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0448497016931616,0.0470961939033686,0.0448993639589814,0.0470583862134271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +441.6836,-43.4952,-11369,-445.328442358698,0.0448451221425511,-465.299250749826,0.0438686659567853,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0448451221425511,0.0472347637708416,0.0448967073254131,0.0471712175808096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +442.6836,-43.5032,-11533,-451.752390335374,0.0445932468589793,-471.897496196733,0.0436275721886908,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0445932468589793,0.0468469452280093,0.0446506050093138,0.0468128331193482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +443.6836,-43.5032,-11670,-457.118737120768,0.0444647650224101,-477.444414354184,0.0435045676229961,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0444647650224101,0.0467105151508219,0.0445137217289012,0.0466649075605062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +444.6837,-43.5184,-11817.5,-462.896373258327,0.0443933579554849,-483.44589765268,0.0434361981476665,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0443933579554849,0.0466494204488689,0.0444361563684099,0.0466084488797863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +445.6835,-43.524,-11985.5,-469.47700289297,0.0442024161369794,-490.229020741587,0.0432533558558205,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0442024161369794,0.0464312356255897,0.0442454150759146,0.046375536653103,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +446.6838,-43.5264,-12131.5,-475.195883408791,0.0442082253817351,-496.203450123,0.0432589191723831,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0442082253817351,0.046455216033965,0.044250927370767,0.0464224255703157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +447.6836,-43.5424,-12258.5,-480.170526049266,0.0440079972522695,-501.301869240263,0.0430671496344311,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0440079972522695,0.0462731862879286,0.0440377970646011,0.0462241432026402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +448.6836,-43.5528,-12418,-486.418207160728,0.043864928698941,-507.7549071357,0.0429301024494475,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.043864928698941,0.0460908613984045,0.0439140086232439,0.046049555730334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +449.6829,-43.5656,-12549,-491.54953145917,0.0437199944027715,-513.04007422325,0.0427912488921159,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0437199944027715,0.0459458721600739,0.0437509051456619,0.0459098012235123,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +450.683,-43.5688,-12700.5,-497.483849254697,0.0435737880092099,-519.161105040127,0.0426511570707991,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0435737880092099,0.0457957916965806,0.0436148557234455,0.0457509848210592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +451.683,-43.5896,-12835,-502.752270003861,0.0434905928397878,-524.617264277878,0.0425714324870922,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0434905928397878,0.0457401571491499,0.0435327397625084,0.0456914747088224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +452.683,-43.5768,-12972,-508.118616789254,0.0433212766769423,-530.130963971887,0.042409159916488,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0433212766769423,0.0455552497541084,0.0433822601717892,0.0455143554810721,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +453.6831,-43.592,-13105,-513.32828191668,0.0432443571879862,-535.52683349458,0.0423354315968582,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0432443571879862,0.0454677397100067,0.0432860401960159,0.0454282766421497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +454.6831,-43.608,-13251.5,-519.066747639748,0.0430510407876826,-541.413111363916,0.042150111338716,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0430510407876826,0.0452891778999508,0.0430930192988119,0.0452461874523863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +455.6832,-43.616,-13386,-524.335168388911,0.042929767503,-546.844755261493,0.0420338367456448,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.042929767503,0.0451379168625066,0.0429681494358115,0.0450917720323859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +456.6832,-43.6288,-13511,-529.231470200402,0.042760832969372,-551.861848699777,0.041871842887151,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.042760832969372,0.0449989780656737,0.042799494942538,0.0449514735856016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +457.6833,-43.6288,-13654,-534.832839472747,0.0426528319008102,-557.644974669811,0.0417682652895954,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0426528319008102,0.0448815847434428,0.042704581159402,0.0448379979161797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +458.6833,-43.6504,-13790.5,-540.179601050895,0.0425698911508664,-563.17498786955,0.0416887143149482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0425698911508664,0.0447948125580601,0.0425915749882142,0.0447239784492344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +459.6834,-43.6632,-13912.5,-544.95839161891,0.0423620728402967,-568.043958699601,0.0414893617079116,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0423620728402967,0.0445745617303672,0.0423948848124017,0.0445213188740744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +460.6834,-43.6656,-14047,-550.226812368074,0.0422280785816962,-573.461833438509,0.0413608047743641,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0422280785816962,0.0444363607922536,0.0422591349160137,0.0443817029550342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +461.6835,-43.6768,-14175.5,-555.260210630286,0.0420986214704597,-578.635900055218,0.0412365851773118,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0420986214704597,0.0443094490925445,0.0421526862346295,0.0442829034905362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +462.6835,-43.6816,-14293.5,-559.882319540334,0.0419642879858882,-583.377382435732,0.0411076701775312,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0419642879858882,0.0441452755275135,0.0420057402693376,0.0441112737950319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +463.6835,-43.6896,-14422,-564.915717802546,0.0418472550258448,-588.555889913537,0.0409953443191216,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0418472550258448,0.0440765070948804,0.0418819843337679,0.0440248959238546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +464.6836,-43.7024,-14551.5,-569.98828647925,0.0417093596685761,-593.762132926888,0.0408629789622144,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0417093596685761,0.0439273858477222,0.0417499251041182,0.04387712243341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +465.6836,-43.7,-14670,-574.629980596544,0.0415623476133331,-598.51295159914,0.0407218432140803,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0415623476133331,0.0437632122826914,0.0415982672011752,0.0437100107887408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +466.6837,-43.6976,-14806.5,-579.976742174691,0.0413981622433011,-603.98671344458,0.0405641970469109,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0413981622433011,0.0435957921392958,0.0414280946786559,0.0435385222660938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +467.6837,-43.7288,-14897,-583.521664686211,0.04134575183076,-607.647806622199,0.040513868811934,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.04134575183076,0.0435656875035508,0.0413823712024809,0.0435098755854929,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +468.6837,-43.7344,-15027,-588.613818570161,0.0411157142190805,-612.815096119893,0.0402929402460369,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0411157142190805,0.043315184468369,0.0411490721164186,0.0432722680691677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +469.6838,-43.7448,-15147,-593.314268309192,0.0409987660655299,-617.639421198942,0.0401806042964233,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0409987660655299,0.0431803038944921,0.0410424335592082,0.043138983049042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +470.6838,-43.7528,-15249,-597.309650587368,0.040876390296441,-621.725512992608,0.0400630412726695,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.040876390296441,0.043064902790803,0.0409015667747921,0.0430252307367733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +471.6829,-43.7576,-15367.5,-601.951344704661,0.0407113568614812,-626.457600712181,0.039904476316154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0407113568614812,0.0428945312125305,0.040753468107929,0.0428612852070452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +472.6829,-43.7792,-15490.5,-606.769305687168,0.0405888962858996,-631.397402105172,0.0397867993250156,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0405888962858996,0.0427551497004661,0.0406248881110238,0.0427299497540052,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +473.683,-43.7736,-15601,-611.097636488526,0.0404359477761616,-635.807948603712,0.0396398058756584,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0404359477761616,0.0426281642148852,0.0404820960370118,0.0425777329729142,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +474.683,-43.7952,-15706,-615.210530010178,0.0403010206461407,-640.004142281841,0.0395101142017393,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0403010206461407,0.0424979321509392,0.0403456644857629,0.0424488288895054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +475.6831,-43.8024,-15806.5,-619.147156666617,0.0401792809257476,-644.024044208703,0.0393930838021339,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0401792809257476,0.0423655602967076,0.0402122176795819,0.0423021220326479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +476.6829,-43.8104,-15921.5,-623.651754333188,0.0400315904185624,-648.617525926472,0.039251088094422,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0400315904185624,0.0422163652636774,0.0400609375222585,0.0421566005757831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +477.6832,-43.8136,-16018.5,-627.451284538905,0.0398561427462886,-652.45907250183,0.0390823793031807,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0398561427462886,0.0420603081445582,0.0398889576947775,0.0419951748995286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +478.6832,-43.8344,-16130,-631.818785754754,0.0397403309997413,-656.927473432503,0.0389710002465905,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0397403309997413,0.0418942161468575,0.0397760058575959,0.0418678210363884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +479.6832,-43.8448,-16240.5,-636.147116556112,0.0395918263502254,-661.333342727998,0.038828161451698,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0395918263502254,0.0417543919195615,0.0396266263913986,0.0417085169754129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +480.6833,-43.8424,-16337.5,-639.946646761829,0.0394350191450657,-665.182955028702,0.0386773147170378,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0394350191450657,0.041599589160265,0.0394826100716293,0.0415532389080336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +481.6833,-43.8472,-16434.5,-643.746176967546,0.0392995153308937,-669.045089718486,0.0385469432702594,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0392995153308937,0.0414831550543691,0.0393386878848152,0.0414325202301031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +482.6834,-43.8576,-16536.5,-647.741559245722,0.0391553273318604,-673.104092024438,0.0384081978943147,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0391553273318604,0.0413127834760967,0.0391747785645155,0.0412632255196144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +483.6834,-43.8608,-16649.5,-652.16781608331,0.0390256030801717,-677.61905841544,0.038283353854069,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0390256030801717,0.041192069789629,0.0390531980672334,0.041155510924141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +484.6835,-43.876,-16752,-656.182783568732,0.0387925421170243,-681.637781836788,0.0380590214555254,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0387925421170243,0.040965030661719,0.0388408925584364,0.0409162650571763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +485.6835,-43.8872,-16837.5,-659.531854007791,0.0387066713027549,-685.060136694567,0.0379763539736186,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0387066713027549,0.0408460878361776,0.0387390714990874,0.0408088740325054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +486.6835,-43.8976,-16942.5,-663.644747529444,0.0385431771056391,-689.223724568698,0.037818939883466,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0385431771056391,0.040682652129866,0.0385668493014196,0.0406255888930033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +487.6836,-43.908,-17044,-667.620544600374,0.0383630693165868,-693.232517830056,0.0376455013473607,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0383630693165868,0.0405164125604213,0.0383868855447556,0.0404605625334605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +488.6836,-43.9264,-17145,-671.576756464059,0.0382256615966518,-697.248222292831,0.0375131614977891,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0382256615966518,0.0403737844699923,0.0382508077730872,0.0403292355450862,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +489.6837,-43.9288,-17239.5,-675.278360633546,0.038053669788959,-700.975180384725,0.0373474884060367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.038053669788959,0.0401941158718575,0.038087382470177,0.0401441883495686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +490.6837,-43.9424,-17320.5,-678.451164207391,0.0379067086176117,-704.16901480028,0.0372059046136662,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0379067086176117,0.040036435463556,0.03792963313167,0.0399747741497561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +491.6838,-43.9424,-17435.5,-682.955761873963,0.0377698436592305,-708.750894226113,0.0370740295790617,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0377698436592305,0.0399208130022511,0.0377992825276171,0.0398571401468458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +492.6838,-43.9528,-17513,-685.991468997087,0.0376044455563516,-711.78779784511,0.0369146384715506,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0376044455563516,0.0397279367330419,0.0376293916050453,0.0396835162227808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +493.6839,-43.9504,-17607,-689.673487959328,0.0374020930242419,-715.468719912336,0.036719600500355,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0374020930242419,0.0395228120090933,0.0374472733740429,0.0394803525486665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +494.6829,-43.9632,-17697,-693.198825263601,0.0372605255458358,-719.027777800679,0.0365831277289669,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0372605255458358,0.0393678616780531,0.0372936647349588,0.039326083855019,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +495.683,-43.984,-17782.5,-696.547895702661,0.0370817619396939,-722.377118950702,0.0364107708256122,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0370817619396939,0.0392208064353085,0.0371072205635837,0.0391685490698972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +496.683,-43.9816,-17879.5,-700.347425908378,0.0369701481145394,-726.239373975847,0.0363031420582499,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0369701481145394,0.0390780307731356,0.0369950290433338,0.0390242769279878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +497.683,-43.992,-17961.5,-703.559399896715,0.036794556271228,-729.446555826366,0.0361337960920853,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.036794556271228,0.0388695856849505,0.0368211179570469,0.038830634565998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +498.6831,-43.9944,-18037,-706.516766190856,0.0366472219513125,-732.408642933776,0.0359916803869704,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0366472219513125,0.0387644408174589,0.0366814117757948,0.0386910237924456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +499.6829,-44.008,-18128,-710.081273909621,0.0364911822449126,-735.992979084557,0.0358411456167121,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0364911822449126,0.0385968731023196,0.0365085364041198,0.0385378752561461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +500.6832,-44.024,-18223,-713.802463286354,0.0363054645063625,-739.717393281751,0.0356619502872156,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0363054645063625,0.0384022997580561,0.036343727181921,0.0383605760630543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +501.6832,-44.0344,-18287.5,-716.328955021083,0.0361955128884667,-742.256848944931,0.0355558450364117,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0361955128884667,0.0383175197912155,0.0362162444771762,0.0382452290818769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +502.6833,-44.0424,-18379.5,-719.93263315434,0.0360501842421055,-745.886337221458,0.0354155830522263,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0360501842421055,0.038139400696391,0.036073816728653,0.0380927337037526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +503.6833,-44.0528,-18471.5,-723.536311287597,0.0358600820078785,-749.482382746048,0.0352320787394604,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0358600820078785,0.0379606913145911,0.0358776522243706,0.0378898787762612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +504.6834,-44.0608,-18531,-725.866950949867,0.0356952521085013,-751.776954761252,0.0350729423678554,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0356952521085013,0.0377766693500127,0.0357267875482064,0.0377321782922555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +505.6834,-44.0736,-18596.5,-728.432613099088,0.0355584507549897,-754.3345483003,0.0349408471508173,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0355584507549897,0.0376535945156437,0.0355904475688211,0.0375913712329324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +506.6834,-44.0656,-18700,-732.486750999002,0.0353573151960513,-758.385515931005,0.0347465992119316,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0353573151960513,0.0374167418667678,0.0353880286628006,0.0373814464300422,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +507.6835,-44.0816,-18772,-735.307020842421,0.0352338793458026,-761.214739696905,0.0346273715722892,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0352338793458026,0.0372986106858175,0.0352365027899098,0.0372378640396289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +508.6835,-44.0976,-18839.5,-737.951023820626,0.0350848022524603,-763.841889563373,0.034483357904321,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0350848022524603,0.0371534000898712,0.0351113302342884,0.0371101958082533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +509.6836,-44.0944,-18925,-741.300094259685,0.0347916982924213,-767.091183483311,0.0342001487738042,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0347916982924213,0.0368639381143134,0.0348212053952975,0.0368151119825476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +510.6836,-44.108,-18987.5,-743.748245165431,0.0347421221128688,-769.5876375202,0.0341522382936051,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0347421221128688,0.0367840280150198,0.0347589750922514,0.0367461752477358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +511.6837,-44.124,-19066.5,-746.842707910293,0.0345653930144891,-772.657619629218,0.0339814283994571,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0345653930144891,0.0366336524080388,0.0346013141874357,0.0365883369068174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +512.6837,-44.1312,-19140.5,-749.741318582695,0.0344090929521564,-775.539237303879,0.0338303389938696,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0344090929521564,0.0364764885008408,0.034441200171615,0.0364243278319333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +513.6837,-44.1264,-19206.5,-752.326565939162,0.0342427161823509,-778.088271013059,0.0336694837262702,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0342427161823509,0.0363014684126371,0.0342621207966025,0.0362482878559638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +514.6838,-44.1448,-19296.5,-755.851903243436,0.034109455499913,-781.633600101643,0.0335406268667405,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.034109455499913,0.0361591354656957,0.034136366888382,0.0361208613869505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +515.6838,-44.1576,-19362.5,-758.437150599903,0.0339215548422387,-784.164517998369,0.0333589074851144,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0339215548422387,0.0359614631148114,0.0339380890303549,0.0359092275350736,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +516.6829,-44.1576,-19430,-761.081153578108,0.0336958728920285,-786.726447389594,0.0331406060255898,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0336958728920285,0.0357145755873539,0.0337248640790852,0.0356553873401076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +517.6829,-44.1712,-19507.5,-764.116860701232,0.0336057816826455,-789.795605101986,0.033053447763765,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0336057816826455,0.0356296480487694,0.0336288031728158,0.0355829668234909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +518.683,-44.1736,-19582.5,-767.054641788126,0.0334213483384288,-792.690642165936,0.0328749950071202,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0334213483384288,0.0354026827067314,0.033440885932147,0.0353744557147291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +519.683,-44.1864,-19648.5,-769.639889144593,0.0332216714511663,-795.208612677467,0.0326817570981327,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0332216714511663,0.0352391732145479,0.0332380201928624,0.0351909967048229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +520.6831,-44.2,-19719.5,-772.42098857352,0.0330850269896662,-797.97655782786,0.032549497485557,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0330850269896662,0.0351000868459711,0.0330978363024095,0.035057019494257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +521.6831,-44.2104,-19791.5,-775.241258416939,0.0329078153423426,-800.752754594689,0.0323779464093603,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0329078153423426,0.0349058086451954,0.0329382996274782,0.0348465274058468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +522.6832,-44.2208,-19851,-777.571898079208,0.032729026294253,-803.021069177115,0.0322048384893888,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.032729026294253,0.0347590485459388,0.0327564981892482,0.0347083056262437,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +523.6832,-44.2312,-19935,-780.86221289653,0.0325644084111079,-806.290528910094,0.0320454249351427,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0325644084111079,0.0345692712833503,0.0325839014436988,0.03451844811412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +524.6832,-44.2368,-19975.5,-782.448614683453,0.0323705916524969,-807.776939278433,0.0318577030367062,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0323705916524969,0.0343663601355592,0.032403496122812,0.0343263337476399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +525.6833,-44.2472,-20046.5,-785.22971411238,0.0322400362971789,-810.545548596986,0.0317312333249603,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0322400362971789,0.0342329626577079,0.0322669129627415,0.0341758956499577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +526.6833,-44.2528,-20133.5,-788.637540173177,0.0320268030920446,-813.895079383298,0.03152463871052,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0320268030920446,0.0340141654116919,0.0320446133836673,0.0339530166018166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +527.6834,-44.2608,-20178,-790.380623618068,0.0318163939431201,-815.527684904109,0.0313207383851895,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0318163939431201,0.0337769216976947,0.0318510686291083,0.0337429780079774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +528.6834,-44.2712,-20239,-792.770018902075,0.0317178191162316,-817.914954962382,0.0312251985813521,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0317178191162316,0.033680439291567,0.0317545701055306,0.0336416197200481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +529.6835,-44.2816,-20296,-795.002732528115,0.0315104460397487,-820.053623232895,0.0310241805159414,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0315104460397487,0.0334791514329585,0.0315225198794174,0.0334319953711212,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +530.6835,-44.284,-20359,-797.470468641106,0.0313612544576413,-822.480142930614,0.0308795359582296,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0313612544576413,0.0333275804948523,0.0313946592151949,0.0332861529998325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +531.6835,-44.2976,-20429.5,-800.231982862787,0.0311703041584863,-825.175457165969,0.0306943748644243,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0311703041584863,0.0331290743636152,0.0311989432400172,0.0330781418357846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +532.6836,-44.308,-20479,-802.170918380137,0.0309973370761266,-827.036080729832,0.0305266221761299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0309973370761266,0.0329489187787257,0.0310282289137831,0.0328881824666989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +533.6836,-44.3184,-20541.5,-804.619069285883,0.0308286060780812,-829.42435361581,0.0303629507479162,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0308286060780812,0.0327846640492358,0.0308508257494125,0.0327457365386591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +534.6837,-44.3288,-20607,-807.184731435104,0.0306665154284211,-831.938274455245,0.0302056953187832,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0306665154284211,0.0325993434533115,0.0306831183389164,0.0325513326632489,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +535.6837,-44.3368,-20666,-809.495785890127,0.0305362017716076,-834.214712541334,0.030079251028855,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0305362017716076,0.0324865543694886,0.0305680656923101,0.0324487070431206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +536.6838,-44.3416,-20709,-811.18011371328,0.0302874049637238,-835.748654315834,0.0298377972641764,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0302874049637238,0.0322470011577002,0.0303155035705381,0.0321999507764861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +537.6838,-44.3576,-20776.5,-813.824116691485,0.0301761897290856,-838.382227642873,0.0297298456021982,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0301761897290856,0.0321133454292972,0.030190083236335,0.0320596866819623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +538.6839,-44.3576,-20837,-816.193926768247,0.0299442058083966,-840.634205690959,0.0295046316562831,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0299442058083966,0.0318686272064742,0.0299726286500101,0.0318308929451858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +539.6829,-44.3712,-20895,-818.465810808778,0.0297808133790721,-842.840388377625,0.0293459770512799,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0297808133790721,0.0317123192153905,0.0298196277317754,0.0316881797642315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +540.683,-44.376,-20960.5,-821.031472957999,0.0295933952703418,-845.328581866636,0.0291639624291092,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0295933952703418,0.0315270059980535,0.0296126204763346,0.0314770674708954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +541.683,-44.384,-21014.5,-823.146675340563,0.0294074358332872,-847.353308377024,0.0289833316738894,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0294074358332872,0.0313252163955158,0.0294283560280593,0.0312776837064429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +542.683,-44.4,-21066,-825.163951686897,0.0292871378232716,-849.330642066747,0.0288664634296225,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0292871378232716,0.031186816235548,0.0293088820306715,0.0311401653018841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +543.6831,-44.416,-21121.5,-827.337909691199,0.0290800446082152,-851.396933011087,0.0286652425614287,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0290800446082152,0.0309739439950474,0.0290992079223755,0.0309306232340337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +544.6831,-44.416,-21187.5,-829.923157047666,0.0288361792978869,-853.854970007761,0.0284282403855026,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0288361792978869,0.030722769508431,0.0288719413953405,0.030691444127444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +545.6832,-44.4232,-21228.5,-831.529144041835,0.0287158812878712,-855.407236229545,0.0283113072468888,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0287158812878712,0.030595902080245,0.0287324009295843,0.030542309616783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +546.6832,-44.4344,-21288,-833.859783704105,0.0284771806929539,-857.605759437234,0.0280792428865718,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0284771806929539,0.030323344447945,0.0284917546243767,0.030292840235608,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +547.6833,-44.4472,-21327.5,-835.407015076536,0.0283540883090009,-859.094219355975,0.0279595516061494,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0283540883090009,0.0302483706234832,0.0283832630839926,0.030198157479067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +548.6833,-44.4528,-21388,-837.776825153297,0.0281865742841271,-861.390883869001,0.0277966430594903,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0281865742841271,0.0300434303642144,0.0281948487893489,0.0299967885301911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +549.6833,-44.4576,-21444,-839.970368364845,0.0279737227082105,-863.467466532597,0.0275896051383822,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0279737227082105,0.02984510131907,0.0279955090906117,0.0298072681871872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +550.6834,-44.4712,-21493.5,-841.909303882195,0.0277568428238865,-865.278048102021,0.027378604836334,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0277568428238865,0.0296231386591482,0.0277722760323696,0.0295876789239772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +551.6834,-44.484,-21543,-843.848239399546,0.0276237475141095,-867.158490104945,0.0272490956733218,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0276237475141095,0.0294769171967566,0.0276625314293706,0.0294471415396016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +552.6835,-44.4944,-21606.5,-846.335560719783,0.0274197624570136,-869.541880753643,0.0270505742728979,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0274197624570136,0.0292655103436724,0.0274568545433983,0.0292344709550256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +553.6835,-44.492,-21626,-847.099383802376,0.0272249025785413,-870.161582000738,0.0268608968241668,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0272249025785413,0.0290678084784393,0.0272508113357928,0.029038378500511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +554.6836,-44.5,-21695.5,-849.821727609564,0.0270312215103187,-872.79344697286,0.0266723311759739,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0270312215103187,0.028856409741801,0.0270492546513406,0.028819029820797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +555.6836,-44.5184,-21744.5,-851.741077919669,0.0269006195114298,-874.653440579041,0.0265451585050444,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0269006195114298,0.0287431299819297,0.0269299151817253,0.0287135768283423,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +556.6837,-44.5184,-21791,-853.562502193543,0.0267108649838232,-876.361894944889,0.0263603576996542,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0267108649838232,0.0285331663805004,0.0267195252043599,0.0284890548653136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +557.6837,-44.5344,-21835,-855.286000431188,0.0265227641828258,-877.970549329497,0.026177133736388,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0265227641828258,0.0283473145262983,0.0265466171984044,0.0283097367258674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +558.6838,-44.5416,-21892.5,-857.538299264474,0.0263398365778883,-880.125717926381,0.0259989166405592,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0263398365778883,0.0281489485882179,0.0263674188864858,0.0281135033175727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +559.6838,-44.5576,-21932.5,-859.105115844151,0.0261537711327179,-881.573954422886,0.0258176099168928,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0261537711327179,0.0279791672969209,0.0261807370029068,0.0279549905372111,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +560.6838,-44.5552,-21975,-860.769858460058,0.0259740237712598,-883.127515225283,0.0256424284663377,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0259740237712598,0.0277750017893075,0.0259999077618171,0.0277550755024482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +561.6836,-44.576,-22024.5,-862.708793977408,0.0257746437067221,-884.944805764832,0.0254480771129525,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0257746437067221,0.0275849072474697,0.02579448346527,0.0275629908045786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +562.6829,-44.5712,-22070.5,-864.510633044036,0.0256169460333882,-886.656755276015,0.0252943300912398,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0256169460333882,0.0274145356691972,0.0256433928817616,0.0273805388511794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +563.6828,-44.5944,-22118.5,-866.390812939649,0.025412647192269,-888.408096999508,0.0250951142023325,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.025412647192269,0.0272136314971226,0.025429390554898,0.0271717878410061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +564.683,-44.6,-22166,-868.251407628015,0.0252010549927702,-890.132259099199,0.0248887445676964,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0252010549927702,0.0269957860888543,0.025218341552539,0.026954005448511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +565.683,-44.608,-22208.5,-869.916150243922,0.0251370260907173,-891.78325520934,0.0248262876464068,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0251370260907173,0.0268942788648486,0.0251577148613001,0.0268676981228953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +566.6831,-44.608,-22253,-871.659233688813,0.0248837515000148,-893.349385452619,0.0245791929878944,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0248837515000148,0.0266537959510739,0.024893429486173,0.0266149608994824,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +567.6831,-44.6152,-22298.5,-873.441487548195,0.0246310705547617,-894.955286453451,0.0243326166335159,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0246310705547617,0.0263736605097276,0.0246548548153199,0.026348117750727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +568.6832,-44.6336,-22340,-875.06705974961,0.0244829984183589,-896.491325189418,0.0241880935550768,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0244829984183589,0.0262674752614417,0.0244876577740387,0.0262301949048935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +569.6832,-44.6448,-22390.5,-877.045165681452,0.0242962969244924,-898.354115443039,0.0240058372282897,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0242962969244924,0.0260579528995265,0.0243226025018867,0.0260490297396124,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +570.6831,-44.6496,-22434,-878.749078711851,0.0240936094067362,-899.921315780864,0.0238079378754454,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0240936094067362,0.0258276155431414,0.0241154232840209,0.0258121903648173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +571.6831,-44.6704,-22474.5,-880.335480498774,0.0238882080812106,-901.365117638201,0.023607348861949,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0238882080812106,0.0256477255873909,0.0239262663635433,0.0256066676768791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +572.6834,-44.6704,-22522.5,-882.215660394387,0.0237256340345415,-903.146786292446,0.0234485552030405,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0237256340345415,0.0254948412607643,0.0237635386489548,0.0254706171497341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +573.6834,-44.684,-22557,-883.567039694358,0.0235029321844879,-904.333455908743,0.023230990975375,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0235029321844879,0.025213444081008,0.0235104226531305,0.0251812090520092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +574.6833,-44.6896,-22598,-885.173026688527,0.0232879053220313,-905.786852327665,0.0230208797521789,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0232879053220313,0.0250058475303498,0.0232952198620281,0.0249690608466712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +575.6835,-44.6968,-22661,-887.640762801518,0.0231584906140414,-908.197183075497,0.0228944022559498,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0231584906140414,0.0247985313660051,0.0231743393051921,0.0247699707975308,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +576.6835,-44.708,-22691.5,-888.835460443522,0.0229785312363514,-909.2595938353,0.0227185006655554,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0229785312363514,0.0246743128506212,0.0229874819298031,0.0246523476797602,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +577.6834,-44.708,-22731.5,-890.402277023199,0.0227444229130181,-910.653962974529,0.0224896247819658,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0227444229130181,0.0244277130880642,0.022768336881278,0.0244171630009689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +578.6836,-44.7288,-22777.5,-892.204116089827,0.022565523616488,-912.33716914218,0.0223146886581867,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.022565523616488,0.0242579982040518,0.0225776723739121,0.0242229976137241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +579.6837,-44.7368,-22805.5,-893.300887695601,0.0223719103934597,-913.285735109525,0.0221253300789102,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0223719103934597,0.024024753684313,0.0223881815139531,0.0240116178459532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +580.6837,-44.7416,-22850,-895.043971140492,0.0222000924390772,-914.91403003685,0.0219572577835361,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0222000924390772,0.0238713749923446,0.0222232397243404,0.0238512524047409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +581.6837,-44.7416,-22886,-896.454106062201,0.0219859136415484,-916.163468621696,0.021747708556924,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0219859136415484,0.0236454943026238,0.0219957410783973,0.0236052756454005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +582.6838,-44.7552,-22946.5,-898.823916138963,0.0217753391199628,-918.396111722022,0.0215416428806655,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0217753391199628,0.0234113053237244,0.0217774445724559,0.02337526356454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +583.6836,-44.7736,-22972.5,-899.842346915753,0.0215916906598369,-919.271464512979,0.0213618920498612,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0215916906598369,0.0232490723271251,0.0216065078702557,0.0232290327200073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +584.6829,-44.7704,-23002.5,-901.017459350511,0.0214074061510148,-920.305906051983,0.0211814861851601,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0214074061510148,0.0230442870181875,0.0214164185494855,0.0230193782149484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +585.683,-44.8,-23043.5,-902.62344634468,0.0212276163863106,-921.783990604974,0.021005449092694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0212276163863106,0.0228301604178641,0.0212295254599152,0.022819395400653,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +586.683,-44.8072,-23084.5,-904.229433338849,0.0210047873265175,-923.222580280509,0.020787228031984,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0210047873265175,0.0226520413230396,0.0210160073429202,0.0226212923957853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +587.683,-44.8048,-23129.5,-905.992101990985,0.0208128278300987,-924.848359625153,0.020599199977412,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0208128278300987,0.0224330448551694,0.020824019991729,0.022407540116077,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +588.6831,-44.8208,-23155.5,-907.010532767775,0.0206254902875364,-925.71806970207,0.0204156651221822,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0206254902875364,0.0222573606941185,0.0206511800043632,0.022222278523872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +589.6831,-44.8232,-23196.5,-908.616519761944,0.0204477782819053,-927.195708901313,0.0202415292802044,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0204477782819053,0.022064631996653,0.0204690037913755,0.0220444267126216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +590.6832,-44.8312,-23231,-909.967899061916,0.0202526385420068,-928.397150006446,0.0200502814724572,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0202526385420068,0.0218373715111273,0.0202512130317453,0.0218091972412336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +591.6832,-44.8416,-23246,-910.555455279295,0.0200555058495277,-928.817105538968,0.0198570433151383,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0200555058495277,0.0215957227805762,0.0200706904717133,0.0215830934427523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +592.6833,-44.8472,-23295.5,-912.494390796645,0.0198282244488637,-930.58753438569,0.0196342057109859,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0198282244488637,0.0213966484981254,0.0198371377631019,0.0213799322434463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +593.6833,-44.852,-23344.5,-914.413741106749,0.0197047037921223,-932.431993018704,0.0195130792950482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0197047037921223,0.021268998939697,0.0197026663246942,0.0212359391131545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +594.6833,-44.8736,-23362.5,-915.118808567604,0.0195708791465074,-933.028488174776,0.0193818320551689,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0195708791465074,0.0211403163790615,0.0195666372812595,0.0211264978842322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +595.6834,-44.8784,-23413.5,-917.116499706692,0.0192459854726477,-934.767310536772,0.019063124002231,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0192459854726477,0.0208008275823393,0.0192569244915234,0.0207984778960556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +596.6834,-44.8888,-23450,-918.546219835647,0.0191082597283648,-936.098039576774,0.0189279897439765,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0191082597283648,0.020644991820836,0.0191099442961854,0.0206222351671915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +597.6835,-44.8944,-23484.5,-919.897599135619,0.0188942081405751,-937.278335841703,0.0187179295581315,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0188942081405751,0.0204217895582661,0.0189013582907774,0.0204074450026854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +598.6835,-44.9048,-23522.5,-921.386074886312,0.0186922414780075,-938.60884589256,0.0185196884839754,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0186922414780075,0.0202222725605836,0.0187042963904737,0.0202059951234444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +599.6836,-44.9152,-23557,-922.737454186283,0.0184949815757894,-939.803466400749,0.0183260294028636,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0184949815757894,0.020019140055177,0.0185144913528558,0.0200142223911317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +600.6836,-44.9104,-23587.5,-923.932151828287,0.0183456373419947,-940.882276014338,0.0181793863786867,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0183456373419947,0.0198928924283152,0.0183370700842033,0.0198740290256045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +601.6836,-44.9288,-23629,-925.557724029702,0.0180454223575357,-942.259804076097,0.0178845363446482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0180454223575357,0.0195457299009129,0.0180538352389969,0.0195422642663586,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +602.6837,-44.9288,-23653.5,-926.517399184754,0.017928050171521,-943.128049602126,0.0177692379994308,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.017928050171521,0.0194313617994309,0.0179269997905539,0.0194191869999632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +603.6837,-44.9472,-23689.5,-927.927534106463,0.0177269315738813,-944.376842009089,0.017571642041277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0177269315738813,0.0192206145920415,0.0177333126446965,0.0192181010042253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +604.6838,-44.9552,-23705,-928.534675531088,0.0175427742747984,-944.823749750253,0.0173906760503264,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0175427742747984,0.0190002604641278,0.0175436947382903,0.0190059050995445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +605.6838,-44.9704,-23744,-930.062321696273,0.0173090475806827,-946.160814675514,0.0171609524973549,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0173090475806827,0.0187841416452626,0.0173293741424972,0.0187903795684162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +606.6839,-44.9784,-23788.5,-931.805405141164,0.017089907603326,-947.729873419306,0.01694551788199,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.017089907603326,0.0185518194489227,0.0171024876146074,0.0185585393855533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +607.6829,-44.9864,-23796.5,-932.118768457099,0.0169269095241932,-947.896658516575,0.016785245775969,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0169269095241932,0.0183566779534456,0.0169244296830055,0.0183704018496445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +608.683,-44.9944,-23851,-934.253556046909,0.0167868091981122,-949.936692234926,0.0166474679510836,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0167868091981122,0.0182314411930289,0.0167965147620004,0.0182205381631417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +609.683,-45.0024,-23890.5,-935.80078741934,0.0165611815240574,-951.298754130148,0.0164255406902208,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0165611815240574,0.0179953854315699,0.0165568829146595,0.0179957045147889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +610.6831,-45.0072,-23915,-936.760462574392,0.0163000199295258,-952.029676783546,0.0161686007714682,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0163000199295258,0.0177029425067864,0.016302852169492,0.0177111467104816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +611.6831,-45.0184,-23931.5,-937.406774413509,0.0161791282740606,-952.573198861719,0.0160496409723337,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0161791282740606,0.0175994135498899,0.0161735464270179,0.0175887095168547,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +612.6831,-45.0256,-23981,-939.34570993086,0.0159460800318871,-954.324591799027,0.0158202769132268,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0159460800318871,0.017374757705643,0.0159525517338488,0.017366939684665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +613.6832,-45.0368,-24002.5,-940.187873842436,0.0157559014718166,-955.001381347694,0.0156330658336911,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0157559014718166,0.0171479177995872,0.0157595312645275,0.0171513218654595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +614.6832,-45.0472,-24045,-941.852616458343,0.015563772362412,-956.511396179843,0.0154438990447782,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.015563772362412,0.0169473456639363,0.0155510723618793,0.0169422719245901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +615.6833,-45.06,-24054.5,-942.224735396016,0.0153345404124139,-956.673318678522,0.0152181546542002,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0153345404124139,0.016709482148615,0.0153447820248227,0.0167182225461619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +616.6833,-45.0736,-24099.5,-943.987404048153,0.0151329129758173,-958.272683283881,0.0150195526653598,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0151329129758173,0.0165077220604261,0.0151464969731654,0.016512238647462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +617.6834,-45.0736,-24129,-945.142931275665,0.0149316883700616,-959.25551099064,0.0148213081304014,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0149316883700616,0.0162875597757794,0.0149341008990378,0.0162957705033969,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +618.6834,-45.084,-24142,-945.65214666406,0.0147141003515229,-959.566567247708,0.0146068982855099,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0147141003515229,0.0160558293421325,0.0147176749716877,0.0160526198268542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +619.6834,-45.0944,-24173.5,-946.886014720555,0.0145790756940351,-960.690737602789,0.0144738227306507,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0145790756940351,0.0159214062406614,0.0145717677166706,0.0159219830551935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +620.6835,-45.1048,-24209.5,-948.296149642264,0.014334023092808,-961.889048550057,0.0142322622591201,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.014334023092808,0.0156570285101229,0.0143320403593076,0.015660966974373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +621.6835,-45.1128,-24232,-949.177483968333,0.0141865742841272,-962.643060853471,0.0140868865511967,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0141865742841272,0.0155287975190237,0.014198299584168,0.0155404035135913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +622.6836,-45.1208,-24275,-950.861811791486,0.0139450326717012,-964.121610823191,0.0138486952891114,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0139450326717012,0.0152685990202712,0.0139495281345205,0.0152748621757161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +623.6836,-45.1368,-24293.5,-951.586464459586,0.0137302220658013,-964.651957931427,0.0136368165810178,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0137302220658013,0.0150237037113555,0.0137392960803533,0.0150408830553669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +624.6837,-45.1368,-24324.5,-952.800747308836,0.0135252193307918,-965.68758639473,0.0134345700051575,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0135252193307918,0.0148214935293479,0.0135273648255666,0.0148328248341867,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +625.6837,-45.144,-24349,-953.760422463888,0.0133222010677138,-966.46661058238,0.0132342409012362,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0133222010677138,0.0146227734190823,0.0133229546050362,0.0146270358750025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +626.6838,-45.152,-24387,-955.248898214581,0.0131272691037224,-967.788707562478,0.0130418532128559,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0131272691037224,0.0144136421222881,0.0131239709591532,0.0144117398339234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +627.6838,-45.16,-24403.5,-955.895210053698,0.0129084598716876,-968.234345014214,0.0128258558049562,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0129084598716876,0.0141837843740707,0.012911356533122,0.0141915931370566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +628.6838,-45.1704,-24428,-956.85488520875,0.0127271944740089,-969.032963416207,0.0126468844309347,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0127271944740089,0.0139900152958113,0.0127176905223612,0.0139897239679724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +629.6829,-45.1704,-24464,-958.265020130459,0.0125268052122069,-970.269019379305,0.0124489939317807,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0125268052122069,0.0137600763831345,0.0125325461346866,0.0137950988393158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +630.6829,-45.1888,-24486,-959.126769249282,0.0123167344411888,-970.940078961561,0.0122415005944852,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0123167344411888,0.013568993110613,0.0123216274859111,0.0135739340196624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +631.683,-45.2024,-24513.5,-960.20395564781,0.0120997862876381,-971.822218303693,0.0120271690553384,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0120997862876381,0.0133385745897689,0.0120807079971993,0.0133351859401336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +632.683,-45.2152,-24536.5,-961.104875181124,0.01186006504658,-972.503641517357,0.0117902856586435,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.01186006504658,0.0130754836848369,0.0118588827603009,0.0130856310162202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +633.6831,-45.2152,-24559.5,-962.005794714438,0.0117004125835873,-973.261659420399,0.0116324920418093,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0117004125835873,0.0129226879012567,0.0117084920178943,0.0129268968180485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +634.6831,-45.2256,-24584,-962.965469869491,0.0115708579448842,-974.107806527179,0.0115044275150526,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0115708579448842,0.0128122009366378,0.0115690339799421,0.0128169864184946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +635.6832,-45.2392,-24604,-963.748878159329,0.0113012538639957,-974.640448892549,0.0112378717788684,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0113012538639957,0.0125229381829342,0.0112884298027363,0.0125121211282901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +636.6832,-45.2336,-24637,-965.041501837563,0.0111120675398908,-975.76510818478,0.0110507821047109,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0111120675398908,0.0123121319468476,0.0111103052637955,0.0123196190733433,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +637.6832,-45.26,-24659.5,-965.922836163631,0.0108866434014188,-976.438493634231,0.0108278105091444,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0108866434014188,0.0120829530286517,0.0108974397700134,0.0120958944899276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +638.6833,-45.2544,-24681.5,-966.784585282453,0.0106846597775525,-977.114349654378,0.0106279821635197,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0106846597775525,0.0118421159426919,0.010678691195176,0.0118742692963291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +639.6833,-45.284,-24697.5,-967.411311914324,0.0105419770937663,-977.609739804775,0.0104867979129063,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0105419770937663,0.0117452350928558,0.0105335832151147,0.01176676039137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +640.6834,-45.2808,-24720.5,-968.312231447638,0.0103231763423806,-978.308289367356,0.0102702562481954,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0103231763423806,0.0114919281945407,0.0103196770856144,0.0115020842462289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +641.6834,-45.2888,-24750,-969.46775867515,0.0101184661897713,-979.277285413378,0.0100676172320511,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0101184661897713,0.0112828928193802,0.0101004644482652,0.0112746262075326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +642.6835,-45.3024,-24766.5,-970.114070514267,0.00990808248279473,-979.726040742642,0.00985931926896189,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00990808248279473,0.0110528284707213,0.00990349111012793,0.0110618910849914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +643.6835,-45.3152,-24773,-970.368678208464,0.00971351942704736,-979.79437321564,0.00966664648692681,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00971351942704736,0.0108201078306732,0.00970673256695124,0.0108429808721888,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +644.6835,-45.3152,-24812.5,-971.915909580895,0.00950504810648294,-981.154017056917,0.0094601593590277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00950504810648294,0.0106383732281243,0.00950936990694655,0.0106546677891131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +645.6836,-45.3232,-24836,-972.836414321456,0.00924996289715921,-981.835115058935,0.00920744398812741,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00924996289715921,0.010376802312154,0.00922577828149466,0.010361350650665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +646.6836,-45.3416,-24831,-972.640562248996,0.00908247855455806,-981.474549296916,0.00904148089944502,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00908247855455806,0.0101777280297032,0.00907423105618357,0.0102005690785418,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +647.6837,-45.344,-24880.5,-974.579497766346,0.00889586186718456,-983.249222357065,0.00885652679546154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00889586186718456,0.00999326334989324,0.00889177530445722,0.0100281506867514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +648.6837,-45.3544,-24903.5,-975.480417299661,0.00865178878094886,-983.92006783009,0.00861457653733713,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00865178878094886,0.00972977400125284,0.00863475030930156,0.00973600281931062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +649.6838,-45.3544,-24934,-976.675114941664,0.00847424638830351,-984.951700507004,0.00843854153505316,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00847424638830351,0.0095398491669205,0.00845521951789207,0.00956778996642498,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +650.6838,-45.3704,-24942.5,-977.008063464846,0.00824645614868271,-985.064917617118,0.00821263991138979,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00824645614868271,0.00931266246726666,0.00821862706339577,0.0093057556814131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +651.6839,-45.3784,-24983.5,-978.614050459015,0.00808154992346206,-986.522768763601,0.00804906907857712,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00808154992346206,0.00914295496184156,0.00806246727548083,0.00915002950467185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +652.6829,-45.3784,-24990,-978.868658153212,0.00784557585728753,-986.548446465074,0.00781495935880144,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00784557585728753,0.00888492576772338,0.00782654975026131,0.00888198944184799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +653.6829,-45.3968,-25000.5,-979.279947505377,0.00764017453176196,-986.761817219773,0.00761113620976957,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00764017453176196,0.00866710987380395,0.00762266412933935,0.00867163718890589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +654.683,-45.4096,-25002,-979.338703127115,0.00746670285077026,-986.651134213624,0.00743896501292899,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00746670285077026,0.00849386064652652,0.00743288001329008,0.00850082263316477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +655.6831,-45.4128,-25058,-981.532246338663,0.00724930140651561,-988.647669432586,0.00722315152394191,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00724930140651561,0.00825708178352241,0.00723400728161241,0.00827421189709788,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +656.6831,-45.436,-25077.5,-982.296069421256,0.00699814697813261,-989.170321691108,0.00697377359385096,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00699814697813261,0.0079352278101902,0.00698388254008945,0.00797463015008314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +657.6831,-45.4256,-25092,-982.864040431389,0.0068145833244992,-989.561849331563,0.00679146900179073,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0068145833244992,0.00780278217008672,0.00680228498802293,0.00781353625091832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +658.6832,-45.4576,-25115.5,-983.784545171949,0.00659561296012808,-990.273207268059,0.00657395707537006,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00659561296012808,0.00754844226956474,0.00657765666934082,0.00756282181736078,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +659.6832,-45.4576,-25131.5,-984.41127180382,0.00635412647192257,-990.666345525247,0.00633402412062845,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00635412647192257,0.00731350805335891,0.00635586020409659,0.00733949541863709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +660.6833,-45.4576,-25158,-985.449287787856,0.00618133324287294,-991.540678229624,0.00616230716663381,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00618133324287294,0.00709259315281863,0.00616449305388216,0.00711392711245338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +661.6833,-45.4704,-25166,-985.762651103791,0.00598937374645392,-991.666752046547,0.00597150874547165,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00598937374645392,0.00689875766727436,0.00595835463988053,0.00692837372294564,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +662.6834,-45.4784,-25181,-986.35020732117,0.00575356929326497,-992.025241586419,0.00573708072862694,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00575356929326497,0.00663453045991463,0.00575284202513782,0.00666888868267358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +663.6834,-45.4944,-25209,-987.446978926944,0.00555062735603029,-992.927929140805,0.00553527939170188,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00555062735603029,0.00643958818629154,0.00552584549414576,0.00645188658673253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +664.6834,-45.4912,-25240.5,-988.680846983439,0.00529989696011119,-993.920753598887,0.00528590193257562,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00529989696011119,0.00618288713786805,0.00528578347570015,0.00619700748788942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +665.6835,-45.5048,-25248.5,-988.994210299375,0.0050978878942972,-994.03599191159,0.00508493765772826,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0050978878942972,0.00594219762365214,0.00509301832793507,0.00597035483171644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +666.6835,-45.5152,-25263,-989.562181309508,0.00490139125051403,-994.412412726818,0.00488941853844514,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00490139125051403,0.00574061462155589,0.00488693035497113,0.0057769213558951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +667.6836,-45.5208,-25293,-990.737293744265,0.00467440667257476,-995.368402760912,0.00466351556017568,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00467440667257476,0.00549704745833487,0.00464862928178536,0.00552510909057772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +668.6836,-45.536,-25314,-991.559872448596,0.0044531465328985,-995.975433856752,0.00444326061397503,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0044531465328985,0.00523075424656136,0.00445846262153927,0.00527552477461031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +669.6837,-45.5392,-25329,-992.147428665975,0.00423811967044187,-996.352268199383,0.00422916413544119,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00423811967044187,0.00504304298838679,0.00422538395551398,0.00505261928727344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +670.6835,-45.5544,-25342,-992.65664405437,0.00399595473029414,-996.623255066737,0.00398799210832689,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00399595473029414,0.00475955766845503,0.00399877444496312,0.00479646647938187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +671.6837,-45.56,-25353.5,-993.107103821027,0.00382540887330337,-996.906144548125,0.00381811060343565,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00382540887330337,0.00455826980984638,0.00381384440476787,0.00461058759095089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +672.6838,-45.568,-25368.5,-993.694660038406,0.00360631129919309,-997.27823231885,0.00359982415037366,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00360631129919309,0.0043396422713356,0.00358739532984968,0.0043670380472647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +673.6838,-45.5784,-25404.5,-995.104794960115,0.00335286709550479,-998.441249083716,0.00334725876911034,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00335286709550479,0.00404826186310799,0.00336590242162552,0.00409800418040131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +674.6829,-45.5808,-25411,-995.359402654313,0.00315908425949082,-998.503826875775,0.00315410483699893,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00315908425949082,0.00386062439080528,0.00314760103639798,0.00391499691456511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +675.6829,-45.5992,-25433,-996.221151773135,0.00293078518091339,-999.140861961664,0.0029264988029516,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00293078518091339,0.00358075457859771,0.00293636755866986,0.00363394702663247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +676.683,-45.6024,-25442,-996.573685503562,0.00272797045341786,-999.292309072269,0.00272425629522961,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00272797045341786,0.00339296953455126,0.00272788072860728,0.00343304558306949,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +677.683,-45.6072,-25477,-997.94465001078,0.0025536083042516,-1000.49300975623,0.00255035338657819,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0025536083042516,0.00319419039558812,0.00255421787449346,0.00323782244730945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +678.6831,-45.6256,-25480,-998.062161254256,0.00226882810147939,-1000.32659273273,0.00226625819738201,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00226882810147939,0.00290044883945887,0.00227788661415955,0.00296258749675973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +679.6831,-45.628,-25508.5,-999.178518067275,0.00205914404806829,-1001.23597056571,0.00205702691678374,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00205914404806829,0.00266123504268138,0.00206500295894774,0.00272388685096676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +680.6832,-45.636,-25534.5,-1000.19694884407,0.0018488239459611,-1002.04613691377,0.00184711697457206,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0018488239459611,0.0024495433761315,0.00184311041288716,0.00250059008728474,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +681.683,-45.6464,-25541,-1000.45155653826,0.00159020654621302,-1002.04248115264,0.00158894350660181,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00159020654621302,0.00217343664339212,0.00157905565209874,0.00221471037503031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +682.6832,-45.6544,-25571,-1001.62666897302,0.001373059521437,-1003.00196200778,0.00137211773719756,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.001373059521437,0.00194477422629973,0.00136295778477971,0.00198862715156126,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +683.6833,-45.6704,-25574,-1001.7441802165,0.00118729089899117,-1002.93354196479,0.00118658662654748,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00118729089899117,0.00170482257080289,0.00117815714385729,0.0017720247648192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +684.6833,-45.6784,-25595,-1002.56675892083,0.00095241931722292,-1003.52162286883,0.000951966053720211,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00095241931722292,0.00149150761507086,0.000937760568579486,0.00153080137551081,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +685.6834,-45.6808,-25626.5,-1003.80062697732,0.000728996611980523,-1004.53239423349,0.000728731023018217,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000728996611980523,0.00123192891764239,0.000719024038255153,0.00128166323801923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +686.6834,-45.6888,-25621.5,-1003.60477490486,0.000503156921693828,-1004.109745594,0.000503030380694731,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000503156921693828,0.000993526765456115,0.000513146110710184,0.00104096030437811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +687.6835,-45.7072,-25654.5,-1004.8973985831,0.000267013242533698,-1005.16571949591,0.000266977600842304,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000267013242533698,0.000680674668498445,0.000276676748737808,0.000752365706031015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +688.6835,-45.7128,-25669.5,-1005.48495480048,5.57178657596817e-05,-1005.54097827621,5.57163135770149e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,5.57178657596817e-05,0.000502112858442539,6.6620927143348e-05,0.000553073507620095,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +689.6835,-45.7176,-25676,-1005.73956249467,-0.000150277105215241,-1005.58842286462,-0.000150288397950752,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000150277105215241,0.000280164955695179,-0.000133562118826024,0.000336270543655601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +690.6836,-45.7256,-25697.5,-1006.58172640625,-0.000372766939036947,-1006.20650601721,-0.000372836433903199,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000372766939036947,3.44580021883903e-05,-0.000374264728175084,9.8416545626639e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +691.6834,-45.7336,-25497,-998.728058300618,-0.000465714855129439,-998.262935807633,-0.000465823333974064,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000465714855129439,-4.13200882774257e-05,-0.000485368153379562,2.14437619372084e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +692.6837,-45.736,-25370,-993.753415660144,-0.000546450636260678,-993.21037847387,-0.000546599994823488,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000546450636260678,-0.000164837637878228,-0.000542802290632668,-9.809305899475e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +693.6837,-45.7336,-25296,-990.854804987741,-0.000518040461177695,-990.341502107605,-0.000518174690496838,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000518040461177695,-0.000134806788005239,-0.00052731788531295,-9.17489590315301e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +694.6838,-45.7256,-25230.5,-988.28914283852,-0.000565701710123099,-987.73006598032,-0.000565861779706068,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000565701710123099,-0.000209182946904501,-0.000555951691860826,-0.00015454295319875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +695.6838,-45.7256,-25186,-986.54605939363,-0.000552429494002147,-986.001062253229,-0.00055258213939486,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000552429494002147,-0.000156647406094638,-0.000549350616321092,-0.000104593770389172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +696.6839,-45.7176,-24783,-970.760382353384,-0.000490563157515403,-970.284163075026,-0.000490683522987332,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000490563157515403,-9.31177703680764e-05,-0.000482123399983992,-3.62982916928264e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +697.6829,-45.7152,-24347.5,-953.70166684215,-0.000386081558404183,-953.333460216363,-0.000386156107077538,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000386081558404183,2.63415562767999e-05,-0.000387356973809302,7.22031883459612e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +698.6829,-45.7072,-23910,-936.564610501933,-0.000340794891256944,-936.245434067342,-0.000340852975032699,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000340794891256944,4.95841059328847e-05,-0.000336771115529204,0.000115507905794516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +699.683,-45.7016,-23481,-919.760502684897,-0.000322137462844177,-919.464213370138,-0.000322189360262337,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.000322137462844177,5.30520419133367e-05,-0.00031553770828307,0.00010855117154617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +700.683,-45.6912,-23071.5,-903.720217950454,-0.00018165550754574,-903.556052195583,-0.000181672008905902,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-0.00018165550754574,0.000200328642273436,-0.000191049315194998,0.000261200500879899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +701.6831,-45.6808,-22652,-887.288229071091,-7.20007123745855e-05,-887.224343686516,-7.20033045502824e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-7.20007123745855e-05,0.000326428697391611,-6.2925566041749e-05,0.000392204522454998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +702.6831,-45.6704,-22238,-871.071677471434,-1.7385331021038e-05,-871.056533601978,-1.73854821476437e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,-1.7385331021038e-05,0.00039637770397534,-7.0562885230492e-06,0.000452968973840917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +703.6832,-45.6624,-21840.5,-855.501437710894,4.82972976408909e-05,-855.542756118463,4.829613136407e-05,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,4.82972976408909e-05,0.000445961809908356,5.56291268403686e-05,0.000520376977347196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +704.6832,-45.6576,-21425.5,-839.245715696745,0.000128057804105455,-839.353187660202,0.000128049605404743,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000128057804105455,0.000534062140985557,0.000122213003419528,0.00059066934232673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +705.6832,-45.6416,-21044.5,-824.321787775321,0.000199592080769544,-824.486315876167,0.000199572164920217,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000199592080769544,0.000583277317558836,0.000202512135557717,0.000641343137042366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +706.6833,-45.6312,-20651.5,-808.927814879994,0.000295932256573613,-809.167202713657,0.000295888477260337,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000295932256573613,0.000672558222586854,0.000302002280206442,0.000749472353487917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +707.6833,-45.6256,-20252,-793.27923429047,0.000370222744253189,-793.572924305548,0.000370154228723215,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000370222744253189,0.000761470198255267,0.000388535875516852,0.000820623139499721,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +708.6834,-45.6128,-19857.5,-777.826505773406,0.000504344212592834,-778.218798069994,0.00050421707379656,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000504344212592834,0.000883512030417384,0.000496640855950404,0.000959459811511658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +709.6834,-45.6024,-19477.5,-762.941748266474,0.000582238976216016,-763.385962688897,0.000582069540868016,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000582238976216016,0.000968956070105345,0.000576530178888944,0.001028018801057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +710.6835,-45.5912,-19091,-747.802383065345,0.00060729929483401,-748.256522925256,0.000607114963243153,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00060729929483401,0.000982163741179679,0.000603885222305807,0.00104525372468827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +711.6835,-45.5832,-18706.5,-732.7413586932,0.000736459583345599,-733.280993088923,0.000736188530058418,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000736459583345599,0.00114545187574748,0.000721491827143204,0.00119157134958254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +712.6836,-45.5832,-18338.5,-718.326646160171,0.000778820426491759,-718.886093625094,0.00077851730323895,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000778820426491759,0.00116493134593538,0.000780946966320531,0.00123502365920807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +713.6836,-45.5624,-17970,-703.892348419897,0.000829577112423535,-704.476281401756,0.00082923320351703,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000829577112423535,0.00121208051809489,0.000843172422270482,0.00130125302285931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +714.6837,-45.568,-17595,-689.203442985425,0.000941309666668102,-689.852196848608,0.000940866912547923,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.000941309666668102,0.00132172632377389,0.000938602665702366,0.00137847641152269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +715.6837,-45.5496,-17215,-674.318685478493,0.00104023644050191,-675.020136347639,0.00103969576949389,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00104023644050191,0.00143771771443831,0.00105193319375361,0.00149860054296883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +716.6837,-45.544,-16860,-660.41318833386,0.00107199647204989,-661.121148941849,0.00107142229413959,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00107199647204989,0.00142436247161998,0.00107162073119184,0.00148912369853087,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +717.6838,-45.528,-16487,-645.802623728372,0.00116990556797013,-646.558151813682,0.00116922176172502,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00116990556797013,0.00154367422652112,0.0011660478808513,0.00162419849369302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +718.6836,-45.5232,-16102.5,-630.741599356226,0.00125865556266982,-631.535485778863,0.00125786411979023,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00125865556266982,0.00164771230593376,0.00126161119753777,0.00170830149544169,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +719.6836,-45.5208,-15726,-615.993938300017,0.00131530629985034,-616.804159007733,0.00131444204227839,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00131530629985034,0.00169264790193551,0.00130555882125833,0.00175765431613033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +720.6829,-45.5024,-15360.5,-601.677151803218,0.00142992227484925,-602.537503364849,0.00142890090952598,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00142992227484925,0.00181756738310273,0.00143472141479125,0.00189715128803583,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +721.683,-45.4992,-15002.5,-587.654143415109,0.00151171813714049,-588.542510842075,0.00151057664154564,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00151171813714049,0.00194868487751165,0.00152232056767941,0.00202549228958298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +722.683,-45.4864,-14629,-573.023993602375,0.00159605819421518,-573.938573242846,0.0015947858469824,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00159605819421518,0.00196823813357155,0.00158508844415519,0.00203423448367074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +723.683,-45.4784,-14269,-558.922644385282,0.00162896311341588,-559.833108756238,0.00162763779207462,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00162896311341588,0.0020069757163316,0.00164446081944381,0.00206786613958722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +724.6831,-45.484,-13895.5,-544.292494572547,0.00174184055531287,-545.240565313546,0.0017403253103411,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00174184055531287,0.00214060193038589,0.0017345749546952,0.00219168405017408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +725.6831,-45.4576,-13549,-530.719945951095,0.00181108505667181,-531.681124914485,0.00180944701958193,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00181108505667181,0.00219439183101857,0.00180714215091533,0.00225689705296732,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +726.6832,-45.4576,-13194,-516.814448806462,0.00186086646793661,-517.776171484391,0.00185913720088866,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00186086646793661,0.00226109425923772,0.00185060051558046,0.00230888225202823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +727.6832,-45.4416,-12817.5,-502.066787750252,0.00200041555181466,-503.071129960517,0.00199841738495706,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00200041555181466,0.00240844464546982,0.00200490975206357,0.0024660148375764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +728.6833,-45.4392,-12445.5,-487.495393559256,0.00203052185675328,-488.485263610945,0.00202846313363178,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00203052185675328,0.00241427372935177,0.00201745385521071,0.0024901499607114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +729.6833,-45.4256,-12089,-473.531140792884,0.00208946236923895,-474.520566292234,0.0020872824787473,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00208946236923895,0.00248141887280265,0.0021091128293271,0.00256250901211259,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +730.6834,-45.4176,-11730.5,-459.488547197529,0.00220225500464306,-460.500458150171,0.0021998335954789,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00220225500464306,0.00258648995442238,0.00219130306886605,0.00264062407860688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +731.6834,-45.4096,-11372,-445.445953602174,0.00225436859445959,-446.450152970504,0.00225183131816822,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00225436859445959,0.00264795358573504,0.00224923871177459,0.00269453721001379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +732.6835,-45.4024,-11030,-432.049671845936,0.00232547883865992,-433.054394215064,0.00232277909739613,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00232547883865992,0.00271598415964901,0.0023304110783979,0.00279552503495783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +733.6835,-45.3888,-10717.5,-419.808917317209,0.00241359278466351,-420.822165090983,0.00241068474786964,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00241359278466351,0.00278497394989792,0.00241474973568009,0.00285562859582219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +734.6835,-45.384,-10372.5,-406.295124317495,0.00246858979523468,-407.298100315239,0.00246554783265623,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00246858979523468,0.0028539637401467,0.00245311373130834,0.00290739048297726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +735.6836,-45.3728,-10024,-392.644234867059,0.00257408907225932,-393.654936101316,0.00257078177927884,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00257408907225932,0.00296191247077153,0.0025664129681761,0.00301874999558327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +736.6836,-45.3704,-9669,-378.738737722425,0.00263154547112107,-379.735405932417,0.00262808901788569,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00263154547112107,0.00300839757008357,0.00262957699230709,0.0030674678093346,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +737.6837,-45.3576,-9338.5,-365.792915732844,0.00274993533504918,-366.798822597128,0.00274616118041313,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00274993533504918,0.00315663338677888,0.00277869773583976,0.00325291311517633,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +738.6837,-45.352,-8973.5,-351.495714443291,0.00277686139650841,-352.471769323767,0.00277301303949063,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00277686139650841,0.00318386037351876,0.00280167711538827,0.00326498385238085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +739.6837,-45.3336,-8630,-338.040677065315,0.00291293341418201,-339.025367048891,0.00290869904460901,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00291293341418201,0.00330295077080416,0.00292360418978243,0.00336703658473993,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +740.6838,-45.3288,-8294.5,-324.899003003274,0.00296805763449233,-325.863321969577,0.00296366164764505,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00296805763449233,0.00337208813279681,0.00297168362885914,0.00344981317121088,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +741.6838,-45.3208,-7956,-311.639817697757,0.00305307614350956,-312.591277790538,0.00304842497105818,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00305307614350956,0.00344476721664178,0.00306740449086529,0.00351888650655183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +742.6829,-45.3152,-7596,-297.538468480664,0.00307415055696647,-298.453146529263,0.0030694350178561,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00307415055696647,0.00347966793406191,0.00307835083113375,0.00353654933345964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +743.6829,-45.3048,-7288,-285.473980817151,0.0032194664823538,-286.393054729976,0.00321429509656761,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0032194664823538,0.00363365904876717,0.0032175235703965,0.00369641048611208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +744.683,-45.292,-6952.5,-272.33230675511,0.00327615962278061,-273.22451086248,0.00327080470436778,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00327615962278061,0.0036945323931045,0.00327287499128706,0.00373543649503487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +745.683,-45.2808,-6610.5,-258.936024998872,0.00330440018487815,-259.79165324775,0.00329895265184123,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00330440018487815,0.00371467593613973,0.00332520808801476,0.00377313460857155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +746.6831,-45.2728,-6277.5,-245.892276973061,0.00342618230851739,-246.734748742227,0.00342032631789401,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00342618230851739,0.00383841484335627,0.00342110597255048,0.00391665052708362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +747.6831,-45.2704,-5950,-233.063966226955,0.00351247291492619,-233.882597095772,0.00350631858899562,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00351247291492619,0.00392223559386181,0.00350413838177992,0.00399167054167355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +748.6832,-45.2704,-5644,-221.077819392426,0.00356874202288924,-221.86678909682,0.00356238917304455,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00356874202288924,0.0039811167196571,0.00355324152607171,0.00403521367422877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +749.6832,-45.2416,-5300.5,-207.62278201445,0.00366470056947553,-208.383657341934,0.00365800191506369,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00366470056947553,0.00407054519642899,0.00366494306687283,0.00413672811536034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +750.6832,-45.2416,-4993,-195.577879558183,0.00376146477774336,-196.313538863447,0.00375440815905233,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00376146477774336,0.00416226103523051,0.0037513626153912,0.00421218162083913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +751.6833,-45.2288,-4667.5,-182.827909641061,0.00380518252477397,-183.523603207868,0.00379796113110072,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00380518252477397,0.00420395005286741,0.00382002195716274,0.00425557580690042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +752.6833,-45.2104,-4363.5,-170.920103635516,0.00389999618370784,-171.586691387413,0.00389241091387739,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00389999618370784,0.00431713758039899,0.00388555088004032,0.00435262217831186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +753.6834,-45.2072,-4051,-158.679349106789,0.00395791901827994,-159.307389120427,0.0039501070627429,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00395791901827994,0.00435580137728704,0.00396900676264436,0.0044312265239834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +754.6834,-45.1992,-3715.5,-145.537675044748,0.00406731939397278,-146.129623253011,0.00405907021092295,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00406731939397278,0.0044847052955382,0.00407320755605666,0.00455879133600672,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +755.6835,-45.1864,-3395,-132.983557200086,0.00416480445742912,-133.537407711878,0.00415615566471593,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00416480445742912,0.00461095292240011,0.00417937873292947,0.00466550332704987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +756.6835,-45.1864,-3090.5,-121.056165987295,0.00418677357938513,-121.563000744672,0.00417803342974193,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00418677357938513,0.00461272378332627,0.00421131629997714,0.00469043223011746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +757.6835,-45.1808,-2760,-108.110343997714,0.0043202717200029,-108.577410059527,0.00431096613826949,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0043202717200029,0.00475062957795222,0.00432160995237672,0.00481230642990559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +758.6836,-45.1704,-2461,-96.3983900646281,0.00435454202373712,-96.8181609051851,0.00434508843970247,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00435454202373712,0.00474797328656285,0.00436962753697541,0.00483196619053507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +759.6836,-45.1552,-2160,-84.6080953025586,0.00445385890743778,-84.9849278214632,0.00444396983001881,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00445385890743778,0.00488366550503104,0.00446680450909537,0.00494458672276016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +760.6835,-45.1416,-1849.5,-72.4456816028158,0.00455670374123841,-72.7757951112119,0.00454635339713631,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00455670374123841,0.00497988228201983,0.00455989420780152,0.00503629554939114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +761.6837,-45.1392,-1533.5,-60.0678306233674,0.00464994848005565,-60.3471429410748,0.00463917086693832,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00464994848005565,0.00507720584708757,0.00464460027401029,0.00513257414124273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +762.6838,-45.1336,-1234.5,-48.3558766902817,0.00471128477596247,-48.5836949959609,0.0047002214086833,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00471128477596247,0.00510118625546287,0.00471811698618222,0.00515492634663725,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +763.6838,-45.1232,-945.5,-37.0356269021153,0.00481795438258735,-37.2140628630602,0.00480638518539909,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00481795438258735,0.0052618918845133,0.00481671953299507,0.00529555422670412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +764.6839,-45.1152,-618,-24.2073161560098,0.00490397784854407,-24.3260282982116,0.0048919925170699,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00490397784854407,0.0053244918182535,0.0049112200471948,0.00537970634342262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +765.6829,-45.1072,-356.5,-13.9642527663714,0.00497136084738633,-14.0336741058371,0.00495904443573387,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00497136084738633,0.00540453473211669,0.00498677142395456,0.00546719364605045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +766.683,-45.0944,-72,-2.82026984341862,0.00506154831213865,-2.83454477548435,0.00504878173744854,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00506154831213865,0.00546824145393584,0.0050627110251466,0.00552032763237338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +767.683,-45.0888,199,7.79491248389313,0.00512698076164695,7.83487685023677,0.00511388254623851,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00512698076164695,0.00555764041635888,0.00512499538087419,0.00561375239523114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +768.683,-45.0736,465.5,18.2338279459912,0.00523788221226215,18.329334589051,0.00522421222098575,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00523788221226215,0.00564954809842728,0.00523146670538243,0.00570107785414803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +769.6831,-45.068,760,29.7695150138632,0.0053255297225554,29.9280534508956,0.00531139923516155,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0053255297225554,0.00575702459947179,0.00532037168676116,0.00580952351360411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +770.6829,-45.0552,1029,40.3063565121911,0.00542086070109528,40.5248516562124,0.00540622071942761,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00542086070109528,0.00584559716012932,0.00543733048411198,0.00591266028591135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +771.6832,-45.0576,1286,50.3731530366159,0.00552803278618991,50.6516174781461,0.00551280929116432,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00552803278618991,0.00597585135983673,0.00554634734322705,0.0060399295460545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +772.6832,-45.0416,1560.5,61.1254318146494,0.00560712416942633,61.4681697007439,0.00559146276505314,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00560712416942633,0.00601675086864399,0.00560050503516711,0.0060763027254067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +773.6833,-45.0288,1803.5,70.6438425361872,0.00573497546972194,71.0489832402191,0.00571859310304061,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00573497546972194,0.00614395033325384,0.00570821942044455,0.00619883772607106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +774.6833,-45.0288,1940.5,76.010189321581,0.00570616628009038,76.4439161008311,0.00568994778100193,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00570616628009038,0.00613441719860127,0.00570791675961647,0.00618993813827992,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +775.6834,-45.0128,2423.5,94.9294995211809,0.00591245001717317,95.4907654422552,0.00589504007447617,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00591245001717317,0.0063447512051076,0.00591150505657443,0.00640837896427312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +776.6834,-45.0048,2653.5,103.938694854324,0.00600145443135117,104.562478195146,0.00598351743331264,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00600145443135117,0.00643121348982821,0.00600257665714693,0.00648716164811249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +777.6834,-44.9968,2906.5,113.848809720781,0.00607373500515191,114.540297221677,0.00605536422533242,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00607373500515191,0.0065140750239988,0.00607365717077542,0.00657892025157606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +778.6835,-44.984,3153.5,123.523902100286,0.00617420525715436,124.286564026018,0.0061552229455981,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00617420525715436,0.00664095720935934,0.0061722318080691,0.00668329331969214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +779.6835,-44.9736,3375.5,132.219734117494,0.00623980731964841,133.044759782242,0.0062204203275556,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00623980731964841,0.00665880601177766,0.00624654670307509,0.00672525536225374,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +780.6836,-44.976,3633.5,142.32570105641,0.00637694365880655,143.233304033247,0.00635669698261554,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00637694365880655,0.00680205390353082,0.00637887320043787,0.00685918939217075,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +781.6836,-44.9624,3868.5,151.530748462013,0.00643534565006276,152.505901204979,0.00641472722376895,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00643534565006276,0.00685685835990238,0.00643182617494632,0.00692899611403373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +782.6837,-44.9496,4092.5,160.304921308204,0.00661520750028607,161.365371625975,0.00659342303488057,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00661520750028607,0.00707531471519015,0.00661939615910594,0.00713692912183682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +783.6837,-44.944,4335.5,169.823332029742,0.00665154708244463,170.952919918435,0.00662952315135025,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00665154708244463,0.00710541344806529,0.0066515680268775,0.00716443158251483,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +784.6837,-44.9256,4566,178.852112570131,0.0068441044646377,180.076195112282,0.00682078989943795,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0068441044646377,0.00734477924373894,0.00684580660618899,0.00740603790626392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +785.6838,-44.9208,4805.5,188.233426840947,0.00689865624112166,189.531984545811,0.00687496938806169,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00689865624112166,0.00733821156327899,0.00689359280775411,0.00738682313480764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +786.6838,-44.9128,5041,197.458059453795,0.00693879091383241,198.828179642596,0.00691482828806635,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00693879091383241,0.0073829405588393,0.00695031442417179,0.00745609646613511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +787.6827,-44.9104,5248.5,205.58592046087,0.00705933486267698,207.037220316455,0.00703453440640469,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00705933486267698,0.00749920495722989,0.00706384757895752,0.0075609952103482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +788.6827,-44.8944,5486.5,214.908479109948,0.00715801145735716,216.4467964657,0.00713251449275358,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00715801145735716,0.00761212685562232,0.00715979575110412,0.00766495734826731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +789.683,-44.892,5698.5,223.212606982236,0.00728809613664006,224.839401920833,0.00726166630175312,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00728809613664006,0.00777353345045609,0.00729309633531843,0.00781264712125206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +790.683,-44.8816,5909,231.457979232786,0.00741125212546265,233.17337267333,0.0073839237384094,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00741125212546265,0.00786877625393551,0.00740675951373713,0.00792258733449717,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +791.6831,-44.8656,6136,240.349663322453,0.00747001454431335,242.145078803193,0.00744225215690188,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00747001454431335,0.00790384667886095,0.00748771704602918,0.00797151159308402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +792.6829,-44.86,6353,248.849643267201,0.00758770051435125,250.737839833416,0.00755905870719783,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00758770051435125,0.0080456483675244,0.00758904000242423,0.00809236349017486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +793.6832,-44.8632,6560,256.95791906703,0.00765340434463647,258.924521921206,0.00762426562477233,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00765340434463647,0.00813700265555346,0.00768062231519764,0.00820871845583409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +794.683,-44.8336,6777.5,265.477484219023,0.00782547671849744,267.554972091064,0.00779501648293888,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00782547671849744,0.0083106945980625,0.00783196803582861,0.00837167404791509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +795.6832,-44.8288,6966,272.861107350751,0.00793218872836891,275.025493150889,0.00790089429930574,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00793218872836891,0.00839460389161446,0.00793659152393014,0.00845470982463815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +796.6833,-44.8232,7166.5,280.714775456382,0.00802620520627063,282.967849848627,0.00799416653969797,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00802620520627063,0.00849543966418567,0.00802266233237677,0.00854054082733523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +797.6833,-44.8128,7367,288.568443562013,0.00812865568987956,290.914117082693,0.0080957961175485,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00812865568987956,0.00856675370940008,0.00814241389531629,0.00862771348763409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +798.6832,-44.8072,7569.5,296.500452496628,0.00826104710576636,298.949856701584,0.00822711142420108,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00826104710576636,0.00873520685500263,0.00825918077950915,0.00879911646992875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +799.6834,-44.8024,7752,303.649053141405,0.00833989594243337,306.181454647623,0.008305311166177,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00833989594243337,0.00883482516068715,0.00835274390115836,0.00888276257898536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +800.6835,-44.7888,7971,312.227373915136,0.00842513494833155,314.857931674934,0.00838984159450477,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00842513494833155,0.00895168722464023,0.00842428762664028,0.00899216633415494,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +801.6835,-44.7784,8172.5,320.120212435259,0.00853962795391614,322.853919949985,0.00850337159543821,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00853962795391614,0.00901574074005755,0.00853500559636079,0.00906977526877371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +802.6835,-44.7704,8357,327.347153909019,0.00863289813468107,330.173108543393,0.00859584775166696,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00863289813468107,0.00911260683271926,0.00866813300421565,0.00918490088911923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +803.6836,-44.768,8543,334.632851004517,0.00875563857168898,337.562775302126,0.00871753024854456,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00875563857168898,0.00923419857106275,0.0087591671676868,0.00927892410440432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +804.6836,-44.7552,8730.5,341.977303721753,0.00885319148033973,345.004894273532,0.00881423175705687,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00885319148033973,0.00933026039772053,0.00886374639534161,0.00940116651961883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +805.6835,-44.7472,8924.5,349.576364133187,0.00899972861922298,352.72245654208,0.00895947241129989,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00899972861922298,0.00948662667964307,0.00900381883486097,0.00953496920333299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +806.6835,-44.7312,9115,357.038328093899,0.00907852657199434,360.27971004272,0.00903756447993874,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00907852657199434,0.00956055126900628,0.00909097447103627,0.00961054553353289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +807.6836,-44.7264,9281,363.540616899558,0.0091941432636082,366.883061413473,0.00915213442231402,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0091941432636082,0.00970023530314554,0.00921518606016905,0.00974893155146811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +808.6836,-44.7208,9468.5,370.885069616794,0.00921900852729277,374.304262236237,0.00917677285044128,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00921900852729277,0.00973993431581676,0.00922210027545634,0.00978338624207693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +809.6837,-44.7048,9656,378.22952233403,0.00942103582650287,381.79283621458,0.00937693463802657,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00942103582650287,0.0099177339178158,0.0094408353901761,0.00998002287976187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +810.6829,-44.7048,9831.5,385.103930077363,0.00955577935046704,388.78389826018,0.00951041167763536,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00955577935046704,0.0100479977096864,0.00955029533938384,0.0101135855216772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +811.6829,-44.6864,10008,392.017508235188,0.00966769551076831,395.807414139696,0.00962126237029945,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00966769551076831,0.0101722900109423,0.00967438249467857,0.0102127809982251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +812.683,-44.676,10193.5,399.28362012344,0.00975321734631998,403.177920053329,0.0097059617363981,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00975321734631998,0.0102586342382678,0.00976854493176922,0.0103158699367693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +813.683,-44.668,10359.5,405.7859089291,0.00984721262259825,409.781769053579,0.00979904477891629,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.00984721262259825,0.0103255801598645,0.00985597832816592,0.0103800604988277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +814.6831,-44.6576,10538.5,412.797413123154,0.0100051791325144,416.92752518689,0.00995545869399536,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0100051791325144,0.0105432632392145,0.0100119043316838,0.0105786333618885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +815.6831,-44.652,10728,420.220206669374,0.0101447604428595,424.483239999284,0.0100936477539584,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0101447604428595,0.0106484007281189,0.010144017518385,0.0107017474884119,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +816.683,-44.6368,10885.5,426.389546951852,0.0102194028774842,430.746993514901,0.0101675378337904,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0102194028774842,0.0107218914565551,0.0102311739601826,0.0107774607235515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +817.6832,-44.6336,11048.5,432.774324514036,0.0103522692097307,437.254520828465,0.0102990514388492,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0103522692097307,0.0108581739619988,0.0103705945230397,0.0109114304387259,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +818.6833,-44.6288,11224.5,439.668317464615,0.010484478291658,444.278010394603,0.010429897319675,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.010484478291658,0.0110059965778112,0.0105044153445732,0.0110507269263705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +819.6833,-44.6128,11395.5,446.366458342734,0.0105922164600921,451.094468490025,0.0105365119462409,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0105922164600921,0.0111163802422094,0.0106029037765267,0.0111625103676566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +820.6833,-44.6,11563,452.927502770132,0.0107789137136339,457.809569241023,0.0107212353266096,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0107789137136339,0.0113102526206896,0.0107859122665663,0.011357265432753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +821.6834,-44.5968,11717.5,458.979331809134,0.0108416705182949,463.955434499316,0.0107833209673781,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0108416705182949,0.0113530926979287,0.0108648909337218,0.0114196673019822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +822.6832,-44.5896,11880.5,465.364109371318,0.0109798075740678,470.473717744092,0.0109199671129299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0109798075740678,0.0114949386581153,0.0109967587790234,0.0115588439740273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +823.6835,-44.5864,12027,471.102575094385,0.0110581687734012,476.312106879363,0.0109974742619444,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0110581687734012,0.0115574500488093,0.0110737640059441,0.0116238326670051,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +824.6835,-44.5736,12198,477.800715972504,0.0112278411235163,483.165386500146,0.0111652767880784,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0112278411235163,0.0117470354681308,0.0112531715973833,0.0117850928937603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +825.6836,-44.568,12341,483.40208524485,0.0113904448524578,488.908250038395,0.0113260621724678,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0113904448524578,0.0119125076645074,0.0113909177719436,0.0119698455267562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +826.6836,-44.5496,12487,489.120965760671,0.0114186769339059,494.706080050292,0.0113539759099984,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0114186769339059,0.0119397051368985,0.0114315208787584,0.0119873371276228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +827.6836,-44.5472,12640,495.114039177935,0.011586869410722,500.850860893305,0.0115202557083978,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.011586869410722,0.0121169240440855,0.0115920186181355,0.0121706356777094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +828.6837,-44.5264,12785,500.793749279264,0.0116420657165511,506.624023018811,0.0115748182988041,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0116420657165511,0.012165844077171,0.0116508990689494,0.0122188385212242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +829.6837,-44.5392,12929,506.434288966102,0.0118171317596074,512.418889686398,0.0117478546948051,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0118171317596074,0.0123528027194521,0.0118450067245828,0.0124188773287942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +830.6838,-44.5264,13067.5,511.859391373233,0.0119386764250671,517.97031502197,0.0118679726113188,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0119386764250671,0.0124609064004078,0.0119518483732133,0.0125144538623039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +831.6838,-44.5104,13215.5,517.656612718038,0.0120490732770501,523.893895177027,0.0119770610700892,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0120490732770501,0.012590887592389,0.0120596524603541,0.0126263757634457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +832.6827,-44.5048,13390,524.491850046879,0.0122037051956697,530.892593962382,0.0121298403282576,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0122037051956697,0.0127637678903069,0.0122221572139325,0.0128124304229566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +833.6829,-44.5048,13511.5,529.251055407648,0.0123254152337902,535.774294428469,0.0122500757321735,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0123254152337902,0.0128713550701592,0.0123348851210466,0.0129137959979937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +834.683,-44.4864,13636,534.127772011893,0.0124401838604763,540.772419700707,0.0123634405847377,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0124401838604763,0.0129940609751688,0.0124417412754409,0.0130516906384083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +835.683,-44.4784,13784.5,539.944578563944,0.0125808184674617,546.737523289347,0.012502337521658,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0125808184674617,0.0131506345953915,0.0126084523238256,0.0131787372973952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +836.6831,-44.46,13927,545.526362629043,0.0126914654985984,552.449891638925,0.01261160384809,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0126914654985984,0.0132337174871778,0.0126963927446864,0.0132958519785279,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +837.6831,-44.4576,14062,550.814368585453,0.0128360860107448,557.88466919657,0.0127544017204611,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0128360860107448,0.0133975959087208,0.0128688247410947,0.0134561387761471,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +838.6831,-44.4368,14196.5,556.082789334617,0.0129555529171314,563.287149338148,0.0128723476179852,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0129555529171314,0.0135160222331589,0.012969226570043,0.0135659723460477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +839.6832,-44.4368,14325,561.116187596829,0.0131134329244246,568.474347085689,0.0130281962181228,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0131134329244246,0.0136844015928894,0.0131249720937969,0.013715438521651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +840.6832,-44.416,14468,566.717556869175,0.0131680525461028,574.180123436827,0.0130821074067539,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0131680525461028,0.0137412167142708,0.0131909712282354,0.0137930230100269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +841.6833,-44.4208,14603.5,572.02514803283,0.0133609491542672,579.667946950659,0.0132724788335482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0133609491542672,0.0139395531380023,0.013386478221403,0.0139943845248228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +842.6833,-44.4,14736,577.215227953011,0.0135396957991104,585.030546550109,0.0134488531869251,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0135396957991104,0.0140939131820673,0.0135371493365126,0.0141387724745912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +843.6834,-44.4048,14856,581.915677692042,0.0136349843744037,589.850088864594,0.0135428643999651,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0136349843744037,0.0142128560076087,0.0136585397226505,0.0142657957057996,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +844.6834,-44.392,14994,587.321194891927,0.0137923767443634,595.421750081826,0.0136981275411205,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0137923767443634,0.0143954760406205,0.0138284209787811,0.0144581116102898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +845.6834,-44.3816,15108,591.786622144007,0.0138940597292127,600.008940819025,0.0137984221262256,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0138940597292127,0.0144719919898056,0.013904937054291,0.0145103849623407,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +846.6835,-44.3736,15241,596.996287271433,0.0140679130394222,605.394779125625,0.013969878310286,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0140679130394222,0.0146527673760193,0.0140788144745404,0.0147011700852707,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +847.6836,-44.3656,15366,601.892589082923,0.0141728186709973,610.423103607412,0.0140733232613991,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0141728186709973,0.0147597568903092,0.0142141887188764,0.0148113143910114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +848.6836,-44.3528,15490.5,606.769305687168,0.0143396754455519,615.470180601045,0.0142378347203276,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0143396754455519,0.0149356624089758,0.0143504327494706,0.0149777516901859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +849.6836,-44.3416,15604.5,611.234732939248,0.0144367364765446,620.058967704003,0.0143335190258986,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0144367364765446,0.01503630633828,0.0144533369238798,0.0150756764706256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +850.6837,-44.3368,15723,615.876427056541,0.0145561864216324,624.841239141465,0.0144512621130013,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0145561864216324,0.0151533307311514,0.0145684560324192,0.0152028046086715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +851.6837,-44.3288,15831.5,620.126417028915,0.0147234672286509,629.256828007661,0.0146161292934282,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0147234672286509,0.0153010500467432,0.0147255004396611,0.0153618946665666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +852.6838,-44.3472,15961,625.198985705619,0.0148729386721847,634.497531877931,0.0147634210834307,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0148729386721847,0.0154890564484055,0.0148865592506292,0.0155349575810997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +853.6838,-44.308,16073,629.586072128715,0.0150008692665509,639.030410488759,0.0148894689136311,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0150008692665509,0.0156355214041747,0.0150272951719393,0.0156764206363859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +854.6839,-44.308,16175,633.581454406891,0.0151593726015662,643.186151747687,0.0150456175092627,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0151593726015662,0.0157784446380913,0.0151852051045213,0.0158242165211773,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +855.6829,-44.2944,16298,638.399415389398,0.0153170278716538,648.177797028165,0.0152009064556082,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0153170278716538,0.015933985256107,0.0153328310289893,0.0159737046964222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +856.6829,-44.2896,16395,642.198945595115,0.0154281667804487,652.106898033985,0.0153103627371728,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0154281667804487,0.0160608969558162,0.0154532872227466,0.0161101759245784,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +857.683,-44.276,16504,646.468520774734,0.0155810304836937,656.541166503673,0.0154608925365842,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0155810304836937,0.0162025658299102,0.0155980930787451,0.0162591244253567,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +858.683,-44.2656,16613.5,650.7576811616,0.0157221908909345,660.989017648565,0.0155998776038875,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0157221908909345,0.0163516870770685,0.0157561661705132,0.0163975575674178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +859.6831,-44.2552,16709.5,654.518040952825,0.0158561003430421,664.896144686504,0.0157317056046881,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0158561003430421,0.0164967501012709,0.0158792525786615,0.0165492905038826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +860.6831,-44.2448,16830.5,659.257661106348,0.0160335155259486,669.827879051297,0.0159063363345975,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0160335155259486,0.0166826904985194,0.0160538803961282,0.0167257330570571,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +861.6832,-44.2528,16913,662.489220301932,0.0161303645407092,673.175412929692,0.0160016524808827,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0161303645407092,0.0167867285779321,0.0161584298121997,0.0168211655741222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +862.6832,-44.2392,17018,666.602113823584,0.0163276668461736,677.486171057051,0.0161958039005305,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0163276668461736,0.0169674301782741,0.0163564399519641,0.0170230646212651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +863.6832,-44.2184,17137,671.263393148123,0.0164711170287195,682.319851053761,0.0163369395445716,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0164711170287195,0.01711876500159,0.0164851846457981,0.0171556566110072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +864.6833,-44.2024,17227,674.788730452396,0.0166500163252498,686.023973830523,0.0165129244320996,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0166500163252498,0.0172938588756655,0.01665965757068,0.0173514513787933,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +865.6834,-44.2024,17327.5,678.725357108835,0.0167635298158427,690.103189869497,0.0166245726415119,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0167635298158427,0.0174108832685371,0.0167948239245298,0.0174543302575431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +866.6834,-44.184,17432.5,682.838250630487,0.0169149942119568,694.388455687604,0.0167735287273482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0169149942119568,0.0175912159395191,0.016953810059417,0.0176352563414111,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +867.6834,-44.1864,17511.5,685.932713375349,0.0170649744944473,697.638137634006,0.0169210034174335,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0170649744944473,0.0177529545707764,0.0170875561779201,0.0177878853777701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +868.6835,-44.176,17616.5,690.045606897001,0.0171931595082919,701.909671084377,0.0170470297184929,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0171931595082919,0.0178753653322982,0.0172193797072475,0.017903870790011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +869.6835,-44.1632,17713.5,693.845137102718,0.0173824900034345,705.905893262338,0.0172331427251383,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0173824900034345,0.0180580591511821,0.017394153765779,0.0181021367794699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +870.6836,-44.168,17799.5,697.213792749024,0.0175193676827897,709.428537537706,0.0173676727311379,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0175193676827897,0.0182263647250406,0.0175634644410941,0.0182683447232695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +871.6836,-44.1528,17893,700.876226504019,0.0177180692953852,713.294400052705,0.0175629340894607,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0177180692953852,0.0183965887315691,0.0177382825271998,0.0184406930350281,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +872.6837,-44.1448,17986.5,704.538660259014,0.0178361199333421,717.10489630107,0.0176789227855259,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0178361199333421,0.0185622380140385,0.017859018540915,0.0185985243766671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +873.6837,-44.1392,18082,708.279434842992,0.0180177754408877,721.041054649392,0.0178573791162482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0180177754408877,0.0187177048461822,0.0180388251036148,0.0187524727356582,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +874.6837,-44.1288,18146,710.786341370476,0.0181599959292884,723.694218436358,0.0179970727035486,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0181599959292884,0.0188642435878232,0.0182059685761566,0.0189079132250848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +875.6838,-44.1104,18250,714.860064477636,0.0183245629285378,727.959562714255,0.0181586914095602,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0183245629285378,0.0190371238857412,0.0183619411874434,0.0190747268245982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +876.6838,-44.1024,18325,717.79784556453,0.0184726350649405,731.057463216044,0.0183040884444829,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0184726350649405,0.019195394581018,0.0185154327717755,0.0192384428169271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +877.6839,-44.1024,18410.5,721.14691600359,0.0186227001539237,734.576618787252,0.018451420861047,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0186227001539237,0.019353517704551,0.0186587578936614,0.0194022824208907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +878.6829,-44.0816,18502.5,724.750594136847,0.0188075783081951,738.381397689987,0.0186329025605518,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0188075783081951,0.0195353260929716,0.0188334150038181,0.0195778306617309,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +879.683,-44.0792,18570,727.394597115052,0.0189533182660464,741.181138419176,0.0187759418723226,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0189533182660464,0.0196869560597753,0.0189939619531154,0.0197427187098731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +880.683,-44.0712,18659,730.880764004833,0.0190894326869664,744.832863151502,0.0189095155385853,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0190894326869664,0.0198341588742636,0.0191329415959089,0.0198801032893463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +881.6831,-44.0632,18723,733.387670532317,0.0192878374768372,747.533132729061,0.019104184889938,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0192878374768372,0.0200138274723985,0.0193234027457506,0.0200723769434044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +882.6831,-44.0496,18803.5,736.540888898917,0.0194341710801378,750.854950541295,0.0192477391390584,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0194341710801378,0.0201982183663365,0.0194699667577722,0.0202240547341481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +883.6831,-44.0368,18885.5,739.752862887254,0.0195847874113241,754.240765443819,0.0193954732548527,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0195847874113241,0.0203270484987156,0.0196139660666819,0.0203698916746245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +884.6832,-44.0312,18970,743.062762911822,0.0197599552221717,757.745649834223,0.0195672615823643,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0197599552221717,0.0205232451321615,0.0198057815119382,0.0205765723938354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +885.6832,-44.024,19027,745.295476537862,0.0199126069091848,760.136252393354,0.0197169441246824,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0199126069091848,0.02068771384068,0.0199487346197493,0.020725989787277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +886.6833,-44.0056,19121,748.977495500103,0.0200944744329625,764.027804634294,0.0198952450001283,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0200944744329625,0.020872104734618,0.0201301337254039,0.0209047615314686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +887.6833,-44.0056,19192,751.75859492903,0.0202550131238047,766.98547513525,0.0200526089146463,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0202550131238047,0.0210458704629989,0.0202893124784334,0.0210692271880229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +888.6834,-44,19244,753.79545648261,0.020386293574636,769.162551953691,0.0201812747909877,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.020386293574636,0.021159353134018,0.0204201021442819,0.0212013968102943,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +889.6834,-43.992,19313.5,756.517800289798,0.020587539382015,772.09264029646,0.0203784804628896,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.020587539382015,0.021380489392174,0.020627112565223,0.0214131129893099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +890.6834,-43.9816,19402,759.984381972334,0.0207497317994665,775.753854070043,0.0205373884690115,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0207497317994665,0.0215287989947413,0.0207631844901576,0.0215534461502176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +891.6835,-43.9656,19464.5,762.432532878079,0.0209506807841208,778.406013493836,0.0207342332010444,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0209506807841208,0.0217553954074197,0.0209766414335998,0.0217907560987938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +892.6835,-43.9632,19540.5,765.409484379465,0.021100745873104,781.56019539822,0.0208812080394783,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.021100745873104,0.0219136661026966,0.021124999629517,0.0219229545400696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +893.6836,-43.9552,19601.5,767.798879663473,0.0212485635900283,784.113502982355,0.0210259606696944,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0212485635900283,0.0220745193034909,0.0212750360355405,0.0220890343520331,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +894.6836,-43.9344,19667,770.364541812694,0.0214486645097548,786.887832420245,0.0212218790051322,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0214486645097548,0.0222704207934491,0.021473356748079,0.0222967375338822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +895.6837,-43.924,19741,773.263152485096,0.0216295143556189,789.988458942444,0.0213989156434825,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0216295143556189,0.0224832930339496,0.0216682702600024,0.0224995664237829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +896.6837,-43.9264,19806.5,775.828814634318,0.0218334739707671,792.767852864407,0.0215985371849448,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0218334739707671,0.0226832527468636,0.0218574956658955,0.0227001973049584,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +897.6838,-43.9184,19864.5,778.100698674849,0.0219781538474585,795.20191553914,0.0217401156699323,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0219781538474585,0.0228224866871841,0.0220055273618147,0.0228427439258813,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +898.6838,-43.9128,19935,780.86221289653,0.0221550601914081,798.162262224449,0.0219132025736391,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0221550601914081,0.0229994989939296,0.0221875428287597,0.023041151264104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +899.6839,-43.8944,19994,783.173267351554,0.0223147084140761,800.649550450203,0.0220693782485686,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0223147084140761,0.0231720103624878,0.0223487696023188,0.023201527457702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +900.6829,-43.8896,20066.5,786.013122402218,0.0225199825298623,803.714124186958,0.0222701515603527,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0225199825298623,0.0234031077133537,0.022570029009333,0.0234357042735045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +901.683,-43.8792,20122.5,788.206665613766,0.0227350941988118,806.126618404626,0.0224805034838758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0227350941988118,0.0236124382320019,0.0227687254462477,0.023637475690988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +902.683,-43.876,20183,790.576475690527,0.0229219229024174,808.69800871477,0.0226631623583236,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0229219229024174,0.0237845806712005,0.0229490967228398,0.023820253968317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +903.683,-43.8576,20253.5,793.337989912208,0.023056383596728,811.629494929481,0.0227946013809927,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.023056383596728,0.0239581988278376,0.0230920637806833,0.0239939617200877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +904.6831,-43.8552,20308,795.472777502018,0.0232511841106554,813.968461506732,0.0229849935953303,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0232511841106554,0.0241282752626223,0.0232797139564426,0.0241523484768497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +905.6831,-43.8392,20359,797.470468641106,0.0234364014908982,816.160306721314,0.0231659859285534,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0234364014908982,0.0243566425362269,0.0234755816796102,0.0243716194338089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +906.6829,-43.8344,20421.5,799.918619546852,0.0235984666986105,818.795472451827,0.0233243273525999,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0235984666986105,0.0245091579334938,0.0236303588777516,0.0245229468343945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +907.6832,-43.824,20474.5,801.994651514924,0.0238138751902846,821.093252049376,0.0235347475870214,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0238138751902846,0.0247498474477098,0.0238619092036821,0.0247702566373354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +908.6833,-43.824,20523.5,803.914001825028,0.0239535090806552,823.17056316781,0.0236711242982238,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0239535090806552,0.0248833260900201,0.0240017899744072,0.0249094394026015,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +909.6833,-43.8024,20582.5,806.225056280052,0.0241733275099541,825.714198612241,0.023885777440027,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0241733275099541,0.0251085943570041,0.0242238831583165,0.0251409001293537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +910.6833,-43.792,20627,807.968139724942,0.0243251311320394,827.622070674261,0.0240339870925388,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0243251311320394,0.0252631757586848,0.0243571889000141,0.0252718322432926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +911.6834,-43.792,20691,810.475046252425,0.0245184899355893,830.346670517011,0.0242227362992969,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0245184899355893,0.0254555355267904,0.0245450465274008,0.0254733643801459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +912.6834,-43.7872,20734,812.159374075578,0.0246790286264316,832.202678517614,0.0243794207474446,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0246790286264316,0.0256487807253594,0.0247208337358345,0.0256762254383585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +913.6835,-43.7816,20793,814.470428530602,0.0248934618434385,834.745417065838,0.0245886675233321,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0248934618434385,0.0258820916523828,0.0249291084277828,0.0258912456532727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +914.6835,-43.7608,20858.5,817.036090679823,0.0250735908341142,837.522119314233,0.0247644059488878,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0250735908341142,0.0260312128995412,0.0250954570827416,0.0260425726531655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +915.6836,-43.7576,20900,818.661662881238,0.0252710627525642,839.350113137028,0.0249570290951625,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0252710627525642,0.0262534559457762,0.0253051066365464,0.0262674215329711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +916.6836,-43.7472,20936,820.071797802947,0.0254332975732621,840.928927867909,0.0251152526052646,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0254332975732621,0.0264020606918311,0.0254648143646952,0.0264257194248688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +917.6836,-43.7368,20992,822.265341014495,0.025625469085913,843.33627609108,0.0253026402280252,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.025625469085913,0.0266317561111303,0.0256707938260699,0.0266381198395184,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +918.6837,-43.7208,21043,824.263032153583,0.0258299799432643,845.553729742084,0.0255020214606281,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0258299799432643,0.0268584263096807,0.0258742100367882,0.0268805517787534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +919.6837,-43.7104,21090.5,826.12362684195,0.025969825849867,847.577913561496,0.0256383368130563,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.025969825849867,0.0269786972809168,0.0260108156838721,0.0269960719518269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +920.6838,-43.7,21125,827.475006141921,0.0261857007772514,849.143019053408,0.0258487252805771,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0261857007772514,0.0271906103050824,0.0262159921661563,0.0271993761726368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +921.6838,-43.7056,21184.5,829.805645804191,0.0263622254919835,851.681169353402,0.0260207307308841,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0263622254919835,0.0273795021372078,0.0263957791229612,0.0273958807445341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +922.6839,-43.6896,21233.5,831.724996114295,0.0265630896701451,853.81818176698,0.026216416543046,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0265630896701451,0.0275920792342206,0.0265955495492698,0.0276225794347531,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +923.683,-43.6792,21294.5,834.114391398302,0.0267792614202543,856.451358739953,0.0264269725185684,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0267792614202543,0.0278267183069388,0.02682802799322,0.0278485342420706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +924.683,-43.6712,21330.5,835.524526320012,0.0269159694866238,858.013478975767,0.0265601062616031,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0269159694866238,0.0279826278543143,0.0269574795084554,0.0279726742335506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +925.6831,-43.6552,21368.5,837.013002070705,0.0271679295766884,859.752912365735,0.0268054322596728,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0271679295766884,0.0282258998740475,0.0272160994019479,0.0282501883925148,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +926.6831,-43.6528,21413,838.756085515596,0.0272752097900615,861.633333710725,0.0269098695267987,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0272752097900615,0.0283491222801603,0.027310283847213,0.0283525925459409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +927.6829,-43.6472,21472,841.067139970619,0.0275440463721903,864.233532276095,0.0271715339849806,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0275440463721903,0.0286206542888407,0.0275806503471882,0.0286367908767673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +928.6832,-43.6344,21521.5,843.006075487969,0.0277535184093694,866.402460123235,0.0273753701997397,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0277535184093694,0.0289036968935409,0.027797158969072,0.0289186706026393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +929.6832,-43.624,21549,844.083261886497,0.027924912331288,867.654212974985,0.0275421218859497,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.027924912331288,0.0290028651054068,0.0279371661773289,0.0289905180731612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +930.6833,-43.6216,21595.5,845.904686160372,0.0281204761036504,869.691928673511,0.0277323548195729,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0281204761036504,0.0292197955688631,0.0281503809083247,0.0292141501941012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +931.6833,-43.6024,21636.5,847.510673154541,0.0283382167738761,871.527614328568,0.0279441175666619,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0283382167738761,0.029460558868951,0.0283562599624898,0.029433985134155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +932.6834,-43.6,21685.5,849.430023464645,0.0285110948094185,873.648203397612,0.0281122174220824,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0285110948094185,0.0296289382286816,0.0285412244005884,0.029625736554253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +933.6834,-43.592,21732,851.25144773852,0.0286947432695446,875.677889489205,0.0282907590703848,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0286947432695446,0.0298121485486688,0.0287462337817392,0.0298275875939876,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +934.6834,-43.5736,21764.5,852.524486209507,0.0289122295202921,877.172869826465,0.0285021563434632,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0289122295202921,0.0300627991555944,0.0289589974698167,0.0300614113686493,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +935.6835,-43.5768,21806,854.150058410922,0.0290792135045859,878.988070324408,0.0286644349430426,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0290792135045859,0.0302131009767035,0.0291132121809188,0.0302104660849154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +936.6835,-43.5712,21851.5,855.932312270305,0.0292972934007827,881.008812354098,0.0288763299936139,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0292972934007827,0.0304514293430179,0.0293387404901171,0.0304615104948986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +937.6836,-43.5608,21871.5,856.715720560143,0.0295163909748929,882.002876722533,0.0290891686556067,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0295163909748929,0.0307024488793032,0.0295447061074199,0.030686071311511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +938.6836,-43.5504,21943.5,859.535990403562,0.0296883361390147,885.054183810244,0.0292561701802801,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0296883361390147,0.0308662535149745,0.029725165310887,0.0308622126256165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +939.6836,-43.5448,21963.5,860.3193986934,0.0298295389495018,885.982329705737,0.0293932923800107,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0298295389495018,0.0310361823780153,0.0298781033536886,0.0310373977029823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +940.6837,-43.5184,22001.5,861.807874444093,0.0300747993266363,887.726573326114,0.0296314203102608,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0300747993266363,0.0312717068811966,0.0301231453458247,0.0312655370559564,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +941.6837,-43.5216,22046,863.550957888984,0.0302347443720291,889.660200352978,0.0297866834319632,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0302347443720291,0.0314015700157828,0.0302724940942275,0.0314027724714206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +942.6838,-43.5104,22077,864.765240738234,0.030460287239591,891.106238365935,0.0300055832351875,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.030460287239591,0.0316728806668472,0.0305031963476139,0.0316570053758759,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +943.6838,-43.5,22110,866.057864416467,0.0306329956621478,892.587811220306,0.0301731723728494,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0306329956621478,0.0318458347506369,0.0306771933562052,0.0318452994135973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +944.6839,-43.492,22152.5,867.722607032374,0.0308577752712748,894.498596237984,0.0303912471885966,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0308577752712748,0.032080621395099,0.0308869250383025,0.0320588049978817,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +945.6837,-43.4872,22197.5,869.485275684511,0.0310384979073997,896.472792594359,0.0305665446940418,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0310384979073997,0.0322473774656471,0.0310865223321699,0.032253975271439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +946.6829,-43.4688,22231.5,870.817069777236,0.0312550512867265,898.03450195448,0.0307765568721892,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0312550512867265,0.0325040785140705,0.0312964718273964,0.0324997958639599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +947.683,-43.4632,22272.5,872.423056771405,0.0314568907395549,899.866773546932,0.030972259868192,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0314568907395549,0.0327115643859208,0.0314936018461873,0.0327023784360605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +948.683,-43.4584,22301,873.539413584425,0.0316857410603355,901.218157249258,0.0311941062090041,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0316857410603355,0.0329817682489062,0.0317211811609279,0.0329639669608455,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +949.6831,-43.4448,22330,874.675355604691,0.0318559052881088,902.538930890677,0.0313590306518524,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0318559052881088,0.0331463845291685,0.0318938369498387,0.0331169346160679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +950.6831,-43.44,22376.5,876.496779878565,0.0320666070194333,904.60305767273,0.0315632066621434,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0320666070194333,0.0333480413171367,0.0320839805314885,0.033329786037137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +951.6831,-43.424,22406,877.652307106077,0.032302708295347,906.002853567263,0.0317919460405014,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.032302708295347,0.0336183189659943,0.0323396141659459,0.0335897396151262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +952.6832,-43.4264,22440.5,879.003686406049,0.0324960246956507,907.567811907068,0.0319791956719349,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0324960246956507,0.0337969545619221,0.03252291127033,0.0337919479187694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +953.6832,-43.4136,22485,880.746769850939,0.0327185569327188,909.563533183615,0.0321947008692243,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0327185569327188,0.0340442848046113,0.0327487268319892,0.0340109173429112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +954.6833,-43.4056,22516,881.961052700189,0.0329242126777225,910.998925972758,0.0323938212095937,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0329242126777225,0.0342637977735851,0.0329519964667517,0.0342512810516955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +955.6833,-43.392,22545.5,883.116579927701,0.0330195351756129,912.276678902791,0.0324861010677041,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0330195351756129,0.0343182517470649,0.0330559978572351,0.034313048315161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +956.6834,-43.3872,22586.5,884.72256692187,0.0333196229503329,914.201189267357,0.0327765546223877,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0333196229503329,0.034659658976457,0.0333585053542964,0.0346549736863674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +957.6834,-43.3688,22614.5,885.819338527644,0.0335459290763301,915.534971232334,0.0329955394776721,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0335459290763301,0.0349186473869102,0.0335775701514372,0.0349111451193556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +958.6835,-43.3736,22644.5,886.994450962402,0.0337591750024382,916.938651858633,0.0332018427721822,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0337591750024382,0.0351281992631742,0.0337901329291702,0.0351083342299153,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +959.6835,-43.3528,22682,888.463341505849,0.0339912055666981,918.66328158545,0.0334262707954236,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0339912055666981,0.0353646091968186,0.0340159159608474,0.0353373645346137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +960.6835,-43.3504,22708,889.481772282639,0.0341233340824572,919.833855958496,0.0335540475828361,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0341233340824572,0.0354932179715821,0.0341398177106706,0.0354590566863974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +961.6836,-43.34,22731.5,890.402277023199,0.0343531172746585,920.9903708674,0.033776223854648,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0343531172746585,0.0357541248147052,0.0344007844037678,0.0357309393795187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +962.6836,-43.3368,22764,891.675315494187,0.0345438046736858,922.477173424965,0.0339605611191529,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0345438046736858,0.0358955723311834,0.0345750314556362,0.0358971306673887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +963.6837,-43.3216,22790.5,892.713331478222,0.0347568385835619,923.741224641804,0.0341664605483372,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0347568385835619,0.0361862886665638,0.0347842165204165,0.0361565162438425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +964.6837,-43.3136,22842,894.730607824557,0.0349520207267068,926.00325057406,0.0343550688570329,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0349520207267068,0.0363669164810336,0.0349578514545943,0.0363181420119137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +965.6838,-43.3,22855,895.239823212952,0.0351782844494574,926.732824364419,0.0345736673897783,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0351782844494574,0.0365952099687663,0.0351970783857057,0.0365610891873486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +966.6836,-43.2976,22877.5,896.12115753902,0.0353697775101661,927.816763503328,0.0347586358672289,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0353697775101661,0.036785651304202,0.0354000260081814,0.0367740204491376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +967.6839,-43.2872,22917.5,897.687974118697,0.0355837866947093,929.631111508142,0.0349653128193384,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0355837866947093,0.0370377038426943,0.0356047814853673,0.0370211111835685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +968.6829,-43.2712,22945,898.765160517225,0.0358019513973989,930.942707111738,0.0351759589577995,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0358019513973989,0.0372845913701519,0.0358421047270814,0.0372539935720509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +969.6829,-43.2688,22976.5,899.999028573721,0.0359819531783353,932.382751480408,0.0353497239735349,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0359819531783353,0.0374413125621185,0.0360036260237703,0.0374109990572989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +970.683,-43.2528,22994.5,900.704096034575,0.0361940966200371,933.304267112514,0.0355544782389493,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0361940966200371,0.0376656953986393,0.0362161404472496,0.0376374246838823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +971.683,-43.248,23035.5,902.310083028744,0.0364424948374046,935.192513571257,0.0357941712170436,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0364424948374046,0.0379313245375655,0.0364655801862411,0.037907143398926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +972.6831,-43.2424,23067,903.54395108524,0.0366251256196173,936.636361796582,0.0359703649705737,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0366251256196173,0.0381433113476028,0.036663191670401,0.0380971301964839,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +973.6831,-43.2368,23105,905.032426835933,0.0367547523438394,938.296669547432,0.0360954040198755,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0367547523438394,0.0382474232128877,0.0367867482024871,0.0382165942789908,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +975.0169,-43.2216,23137.5,906.305465306921,0.0370984730590973,939.928014194922,0.0364268842945593,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0370984730590973,0.0386063176939258,0.0371348562385516,0.0385818792879566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +976.0162,-43.2112,23172,907.656844606892,0.037321810957847,941.532241775906,0.0366422098978938,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.037321810957847,0.0388536479366149,0.0373597953753454,0.0388192779995864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +977.0163,-43.2032,23198.5,908.694860590928,0.0375208941996599,942.789904314935,0.0368341119075536,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0375208941996599,0.0390635687422386,0.0375604518364791,0.0390568139134149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +978.0163,-43.1976,23224.5,909.713291367718,0.0377751440650295,944.077842007006,0.037079137062475,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0377751440650295,0.0393151047796274,0.0378003428755297,0.0392879842279306,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +979.0164,-43.1816,23246,910.555455279295,0.0379815630684684,945.139774731323,0.0372780226095237,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0379815630684684,0.0395468662033406,0.0380109006718553,0.0395041674106312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +980.0164,-43.1792,23269,911.456374812609,0.0382047737574789,946.278359402137,0.0374930425101091,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0382047737574789,0.0397606238743041,0.0382364993204675,0.0397339807304832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +981.0165,-43.1632,23303.5,912.80775411258,0.0384153058758178,947.873543192633,0.0376958067240596,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0384153058758178,0.0399739388300364,0.0384393298371407,0.0399351271439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +982.0165,-43.1528,23315,913.258213879237,0.0385999720138574,948.509955376401,0.0378736254820552,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0385999720138574,0.0401855567107143,0.0386269030570247,0.0401519068575034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +983.0165,-43.148,23349.5,914.609593179209,0.0388345467729009,950.128042204471,0.0380994566771366,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0388345467729009,0.0404454305516305,0.0388660760853733,0.0404037607184213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +984.0166,-43.1344,23373,915.530097919769,0.039058054284636,951.288922183537,0.0383145857097759,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.039058054284636,0.0406805861254521,0.0390840509815917,0.0406343739054142,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +985.0166,-43.132,23405.5,916.803136390757,0.039272063469179,952.807887351837,0.0385205291096923,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.039272063469179,0.0408812099112134,0.0392998419884298,0.0408408601594182,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +986.0167,-43.1184,23427,917.645300302333,0.0394693233713972,953.864139400209,0.0387103169342472,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0394693233713972,0.0410820550545904,0.0394860337254963,0.0410488703386422,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +987.0167,-43.108,23461.5,918.996679602304,0.039691389172755,955.472934460869,0.0389239279368623,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.039691389172755,0.0413165465555648,0.0397189608891785,0.0412904359833059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +988.0168,-43.1032,23484.5,919.897599135619,0.0399285929330749,956.627815911618,0.0391520501547574,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0399285929330749,0.0415660165885396,0.039958822874998,0.0415368183048205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +989.0168,-43.0896,23507.5,920.798518668933,0.0401626164499154,957.780196401884,0.0393770629010949,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0401626164499154,0.0418408689614564,0.0401975130882341,0.0418046226161834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +990.0169,-43.0816,23522.5,921.386074886312,0.040346646539259,958.560913175945,0.0395539715965738,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.040346646539259,0.0419855630562992,0.0403662744363289,0.0419341827418216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +991.0169,-43.0744,23556.5,922.717868979037,0.0405865217041016,960.167777795117,0.0397845173628345,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0405865217041016,0.0422573902084671,0.0406066383913795,0.0422215163045435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +992.0169,-43.0632,23586.5,923.892981413795,0.0408164745092883,961.603035738982,0.0400054767892797,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0408164745092883,0.0425146077579941,0.0408542349365906,0.0424797898887327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +993.017,-43.0608,23591,924.069248279009,0.0409927872077886,961.949422338972,0.0401748608939277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0409927872077886,0.0426763463892515,0.0410202660796512,0.0426401322941302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +994.017,-43.0448,23617.5,925.107264263045,0.0412168035584805,963.237228644698,0.0403900326543016,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0412168035584805,0.0429231601308371,0.0412571082016539,0.0429023656208101,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +995.0171,-43.0296,23641,926.027769003605,0.0414086782484066,964.373354939365,0.0405742949637232,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0414086782484066,0.0430959666428829,0.0414359155469297,0.0430635495782326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +996.0171,-43.0344,23673.5,927.300807474593,0.0416152668648312,965.890678041622,0.0407726494930473,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0416152668648312,0.0433331144352465,0.0416501934374789,0.0432955864255223,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +997.0172,-43.0264,23706.5,928.593431152826,0.0418497992206283,967.454879804166,0.0409977863197745,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0418497992206283,0.0435656137176788,0.0418835879131225,0.0435351940045682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +998.0172,-43.0136,23715,928.926379676008,0.0420529107708485,967.99043783321,0.041192720133037,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0420529107708485,0.0437593016314794,0.0420830878388114,0.0437400101879391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +999.0163,-43.008,23734.5,929.6902027586,0.0422476688815295,968.967446607147,0.0413796011550441,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0422476688815295,0.0439705505827978,0.0422874786636321,0.0439520858828812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1000.0163,-42.9896,23770.5,931.100337680309,0.0424861023359947,970.659161912074,0.0416083435093885,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0424861023359947,0.0442233409800091,0.0425123080989346,0.0441972454662561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1001.0163,-42.9872,23795,932.060012835361,0.0427049454906267,971.863584877488,0.041818245768142,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0427049454906267,0.0444809274588956,0.0427307629192775,0.0444369248661194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1002.0164,-42.9768,23810,932.64756905274,0.0428960993253644,972.654511810386,0.0420015539188049,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0428960993253644,0.0446469456707245,0.0429323782364728,0.0446002465651338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1003.0164,-42.9664,23831.5,933.489732964317,0.0431787169625706,973.796621931449,0.0422725102974818,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0431787169625706,0.044970570504983,0.0432145724760947,0.0449287330904566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1004.0165,-42.9504,23858,934.527748948353,0.0433231848230301,975.014467338293,0.0424109888299642,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0433231848230301,0.0450845696771056,0.0433568623977893,0.0450533789697999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1005.0165,-42.9504,23871,935.036964336748,0.0436170393205303,975.820508376373,0.0426926015911182,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0436170393205303,0.045389821829255,0.0436466980355309,0.0453675037852903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1006.0166,-42.9448,23895.5,935.9966394918,0.0437631609075989,976.958811034851,0.0428326063562215,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0437631609075989,0.0455404925797237,0.0437968625722691,0.0455212533036029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1007.0166,-42.9296,23902,936.251247185997,0.0439984989250776,977.444896678913,0.043058051648185,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0439984989250776,0.0458250846877344,0.0440329524434792,0.0457801471463935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1008.0167,-42.9264,23941.5,937.798478558429,0.0442585156319567,979.304047181332,0.0433070791447146,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0442585156319567,0.0460860653167295,0.0443032391035854,0.0460617433210327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1009.0167,-42.916,23956,938.366449568561,0.0444791821261835,980.104221780021,0.0435183708691705,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0444791821261835,0.0463305179104135,0.0445277005317235,0.0463018549725325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1010.0167,-42.9056,23971.5,938.973590993186,0.0446928944880018,980.939038622465,0.0437229613526028,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0446928944880018,0.0465209592458493,0.0447361720892189,0.0464964556566915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1011.0168,-42.8952,23995.5,939.913680940993,0.0449523175494314,982.164979195707,0.0439712552364333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0449523175494314,0.0468293841904915,0.0449849712659166,0.0467891347729064,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1012.0168,-42.8824,23995.5,939.913680940993,0.0451413088186031,982.34261467518,0.0441521000247265,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0451413088186031,0.047021006099878,0.0451788404264998,0.0469871741048454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1013.0169,-42.8688,24007,940.36414070765,0.0453332683150221,982.993920612175,0.0443357516214102,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0453332683150221,0.047207389212358,0.0453728733918632,0.0471825881679775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1014.0169,-42.8664,24035,941.460912313424,0.0456205079060852,984.410837306889,0.0446104966646881,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0456205079060852,0.0475172898744384,0.0456551425047573,0.0474754908812195,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1015.017,-42.8664,24042,941.735105214867,0.0458353651555562,984.899877642197,0.0448159585661266,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0458353651555562,0.0477504532297182,0.045872941102037,0.0477205424221651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1016.017,-42.848,24043.5,941.793860836605,0.0460616712815531,985.174460069445,0.0450323230648928,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0460616712815531,0.047981698152328,0.0460822784778499,0.0479409553348493,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1017.0171,-42.8424,24058.5,942.381417053984,0.0462588039740321,985.974854294255,0.0452207575761388,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0462588039740321,0.0481789277879807,0.0462981536648736,0.0481482576103166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1018.0171,-42.832,24084.5,943.399847830774,0.0464947356369602,987.262974355614,0.0454462324440217,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0464947356369602,0.0484441142116754,0.0465274858183553,0.0484220510600516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1019.0171,-42.8344,24096,943.850307597431,0.0467093808701993,987.936971099454,0.0456513201679552,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0467093808701993,0.0486515262976536,0.046740876786453,0.0486060503029294,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1020.0172,-42.8192,24127,945.064590446681,0.0469415386441985,989.427376440397,0.0458730933134083,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0469415386441985,0.0488920682401256,0.0469897559183604,0.0488627361602289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1021.0162,-42.8056,24125.5,945.005834824943,0.0471867990213331,989.597635226815,0.0461073295575244,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0471867990213331,0.0491443421362337,0.0472165859021113,0.0490992097714373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1022.0163,-42.7872,24122.5,944.888323581467,0.0473960166390339,989.672266287963,0.046307099761722,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0473960166390339,0.0493628958888725,0.0474360455118887,0.0493269754710711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1023.0163,-42.7824,24165.5,946.57265140462,0.047629997752628,991.657904663721,0.0465304679805027,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.047629997752628,0.0496337638247054,0.0476616955990635,0.0495727811090958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1024.0164,-42.7792,24173.5,946.886014720555,0.0478551589909722,992.199395501335,0.0467453692776902,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0478551589909722,0.04983106724623,0.0478885361019385,0.0497940411581499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1025.0164,-42.7688,24191.5,947.59108218141,0.0480662423515143,993.138224787675,0.0469467922519684,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0480662423515143,0.0500787664182788,0.0480947722766206,0.0500277654321581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1026.0165,-42.7584,24199.5,947.904445497345,0.0482981457060352,993.686472521374,0.0471680356167078,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0482981457060352,0.0503319257448498,0.0483382904748485,0.0502896453265545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1027.0165,-42.7608,24211,948.354905264002,0.048531787593658,994.380264089678,0.0473908881093007,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.048531787593658,0.050523031153133,0.0485719566313128,0.0504947318128468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1028.0165,-42.7344,24232.5,949.197069175579,0.0487957478024516,995.513849977897,0.0476425991136457,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0487957478024516,0.0508302755238243,0.0488259752847183,0.0507793615911257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1029.0166,-42.732,24247,949.765040185712,0.0489854599268119,996.289717501616,0.0478234684284992,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0489854599268119,0.0510066975435945,0.0490104166409993,0.0509700714932727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1030.0166,-42.7192,24262.5,950.372181610336,0.0492193986371595,997.148928870682,0.0480464578190367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0492193986371595,0.0512830256339497,0.0492422548826742,0.0512279145974799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1031.0167,-42.7032,24267,950.54844847555,0.0494474432962586,997.550638981891,0.0482637811744547,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0494474432962586,0.0515002512408939,0.0494894805308664,0.0514608545545439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1032.0167,-42.7032,24288.5,951.390612387127,0.0496549647841037,998.631879741137,0.0484615051994688,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0496549647841037,0.0516955624438766,0.0496962718760048,0.0516595494894153,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1033.0168,-42.7112,24293.5,951.586464459586,0.0499089602299952,999.079155469701,0.0487034558675141,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0499089602299952,0.0519948379404002,0.0499486657732593,0.0519628609498943,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1034.0168,-42.6872,24316,952.467798785655,0.0501319164995271,1000.21683494287,0.0489157910395007,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0501319164995271,0.052230805158813,0.0501783389063606,0.0521927512586026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1035.0169,-42.6744,24331,953.055355003033,0.0504212338496633,1001.10958192931,0.0491912588151364,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0504212338496633,0.0525106749710204,0.0504664566225942,0.05247965131184,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1036.0169,-42.6712,24334.5,953.192451453755,0.0506584376099833,1001.47969178603,0.0494170510728502,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0506584376099833,0.0527737216044295,0.0507033813563169,0.0527340855634414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1037.017,-42.6608,24359,954.152126608807,0.0508997120819569,1002.71819513558,0.0496466659165501,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0508997120819569,0.0530586088559279,0.0509238803308715,0.0530093220574128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1038.017,-42.6528,24364,954.347978681267,0.0511489583642523,1003.16188370784,0.0498838119797862,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0511489583642523,0.0532837295511679,0.0511917708558207,0.0532440383586788,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1039.017,-42.6456,24380.5,954.994290520384,0.0513607625799829,1004.04352554104,0.0500852894943367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0513607625799829,0.0535089240322798,0.0513967601433539,0.0534738616364138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1040.0171,-42.6344,24400.5,955.777698810222,0.0515874927384439,1005.08387390716,0.0503009202486988,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0515874927384439,0.0537502038334711,0.0516232930830942,0.0536974184503844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1041.0171,-42.6296,24400.5,955.777698810222,0.051833685986999,1005.31917992373,0.050535008649224,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.051833685986999,0.0540111844624661,0.0518690587275728,0.0539733014682887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1042.0171,-42.6192,24410,956.149817747896,0.0520849676251213,1005.95085005006,0.0507738787584707,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0520849676251213,0.0542836019016094,0.0521305468251272,0.0542430910593083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1043.0172,-42.6088,24428.5,956.874470415996,0.0522987647934325,1006.91782328112,0.0509770709479494,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0522987647934325,0.0545198642635099,0.0523434550464497,0.0544711243450295,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1044.0163,-42.5928,24435,957.129078110194,0.0525773541222315,1007.45239259068,0.0512417794768001,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0525773541222315,0.0547713265150268,0.0526118150524961,0.0547450699684765,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1045.0163,-42.5904,24438,957.246589353669,0.0527964092930955,1007.78577207961,0.0514498709572404,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0527964092930955,0.0550177713272528,0.0528416620713546,0.0549731576059411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1046.0163,-42.5768,24458,958.029997643508,0.0530554507253075,1008.85871097685,0.0516958915234889,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0530554507253075,0.0552908528392434,0.0530846475060607,0.0552591006358562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1047.0164,-42.5664,24469,958.460872202919,0.0532891350161767,1009.53642302946,0.0519177776226672,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0532891350161767,0.055546373313716,0.0533176963300044,0.0554984579593352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1048.0164,-42.5608,24476,958.735065104363,0.0535209959674513,1010.04752065767,0.0521378837905663,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0535209959674513,0.0557925229824544,0.0535682302174843,0.0557577230639685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1049.0165,-42.5504,24466,958.343360959443,0.0537400935415615,1009.84482282234,0.052345829142939,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0537400935415615,0.0560407386556067,0.0537699725494767,0.0559754364031264,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1050.0165,-42.5376,24484,959.048428420298,0.0540019335880355,1010.83889795956,0.0525942846412407,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0540019335880355,0.0563119017349271,0.0540389549155692,0.0562731408393377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1051.0166,-42.5424,24507,959.949347953612,0.0541875325974956,1011.96663453779,0.0527703589580102,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0541875325974956,0.0564829373860467,0.0542427669724471,0.0564688558398385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1052.0166,-42.5136,24519,960.419392927515,0.054482913611866,1012.74583974355,0.0530505174975614,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.054482913611866,0.0568174087434782,0.0545158280091179,0.0567571377338111,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1053.0166,-42.516,24518.5,960.399807720269,0.054712569594328,1012.94574903854,0.0532682839257546,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.054712569594328,0.0570520478161964,0.0547572311882768,0.0570212420897522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1054.0167,-42.5136,24538.5,961.183216010108,0.0549491797091985,1013.99944528011,0.0534925948760202,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0549491797091985,0.0572866131030427,0.0549706527291719,0.0572440580295456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1055.0167,-42.4976,24543,961.359482875322,0.0551929983759556,1014.41979525237,0.0537236870463719,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0551929983759556,0.0575214735333766,0.0552254504495958,0.0574684801490174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1056.0168,-42.4848,24550,961.633675776765,0.0554124775792835,1014.92018027523,0.0539316645264072,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0554124775792835,0.057790939537643,0.0554432902683287,0.0577316034634923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1057.0168,-42.4872,24570,962.417084066604,0.0556638440238984,1015.98891852002,0.0541698050836486,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0556638440238984,0.0580418852880564,0.0557129452462128,0.0580128930897179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1058.0169,-42.472,24574.5,962.593350931817,0.0559354368170427,1016.43643049337,0.0544270440371812,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0559354368170427,0.0583026445594355,0.0559867766858347,0.0582618942985062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1059.0169,-42.464,24581,962.847958626015,0.0561268026680122,1016.88953599912,0.0546082563593521,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0561268026680122,0.0585621494709921,0.0561606576889062,0.058510439760017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1060.017,-42.4504,24599,963.553026086869,0.0563799076457291,1017.87805670941,0.0548478816137406,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0563799076457291,0.0588153825834351,0.056422896063327,0.0587790734533362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1061.017,-42.448,24605.5,963.807633781067,0.0566460304200889,1018.40351032334,0.0550997694594812,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0566460304200889,0.0591047707731209,0.0566941025816013,0.0590567589809336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1062.017,-42.4456,24605.5,963.807633781067,0.0568568593611525,1018.60670886616,0.0552992761105317,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0568568593611525,0.0593189711593162,0.0568937434764525,0.0592590615403763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1063.0171,-42.4296,24618.5,964.316849169462,0.0571385865301847,1019.41655089825,0.0555658113779067,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0571385865301847,0.0596107204969035,0.0571679699343493,0.0595707332742924,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1064.0171,-42.4216,24623.5,964.512701241922,0.0574013594480793,1019.87704149815,0.0558143504700596,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0574013594480793,0.0598652817550412,0.0574273078792048,0.0598166576029032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1065.0172,-42.3984,24632.5,964.865234972349,0.0576059551119233,1020.44721838722,0.056007820878482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0576059551119233,0.0601108411368041,0.0576419131530512,0.06008184761314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1066.016,-42.3824,24645.5,965.374450360744,0.0579184670378363,1021.28745864313,0.0563032671753096,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0579184670378363,0.0604481901432404,0.0579409876689039,0.0604009322579425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1067.0163,-42.3904,24648.5,965.49196160422,0.0581367165470187,1021.62249410443,0.056509546776758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0581367165470187,0.0606575206618886,0.0581789214248938,0.0606285113947967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1068.0163,-42.3744,24661.5,966.001176992615,0.0583749803884986,1022.39147675483,0.056734694450481,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0583749803884986,0.0609318565337021,0.0584163626810013,0.060884644243024,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1069.0164,-42.3824,24681.5,966.784585282453,0.0586324104973476,1023.46949594924,0.0569778963506976,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0586324104973476,0.0611929847344409,0.0586573000121548,0.0611509427577097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1070.0164,-42.3664,24683,966.843340904191,0.0589135864241765,1023.80354962719,0.057243464068131,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0589135864241765,0.0614747729793185,0.0589410542397577,0.0614397261733775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1071.0164,-42.3584,24691,967.156704220126,0.0591139417633813,1024.32914930946,0.0574326545646056,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0591139417633813,0.061710961555347,0.0591543504508503,0.0616589485234821,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1072.0165,-42.3456,24694.5,967.293800670848,0.0593838808299163,1024.7354604574,0.057687494635827,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0593838808299163,0.0619993905286979,0.0594256878465165,0.0619495114501727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1073.0165,-42.348,24688,967.039192976651,0.05961998210583,1024.69405235756,0.0579103363974873,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.05961998210583,0.062199202669868,0.0596355683717329,0.0621473713180814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1074.0166,-42.3192,24712.5,967.998868131703,0.0598789387315492,1025.96161304877,0.0581546928578391,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0598789387315492,0.0624986257381353,0.059914445740032,0.0624554348787485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1075.0166,-42.3136,24716,968.135964582425,0.0601329341774406,1026.35282081547,0.0583943098622082,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0601329341774406,0.0627646975922932,0.0601535151492622,0.0627033189696917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1076.0167,-42.3032,24699.5,967.489652743308,0.0603158193791315,1025.84458388935,0.0585668065583322,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0603158193791315,0.0629573525038867,0.0603662632563984,0.0629316562665881,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1077.0167,-42.2984,24732.5,968.782276421541,0.0605769809736633,1027.46818194795,0.0588130817079375,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0605769809736633,0.0632370747443504,0.0606100799172126,0.0632102049470697,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1078.0167,-42.2928,24735.5,968.899787665017,0.0609005177436384,1027.90628637552,0.0591180925060052,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0609005177436384,0.0635874100642453,0.0609378160775528,0.0635458575162181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1079.0168,-42.2824,24740.5,969.095639737477,0.0611403081019881,1028.34644573132,0.05934409226666,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0611403081019881,0.0638157773378498,0.0611819813911489,0.0637848324023246,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1080.0168,-42.2664,24740.5,969.095639737477,0.0613450733788177,1028.54488286826,0.0595370408534926,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0613450733788177,0.0640713715981945,0.0613853045032579,0.0640412810102292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1081.0169,-42.2664,24758.5,969.800707198331,0.0616053021019289,1029.54557274395,0.0597821984675567,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0616053021019289,0.0642982631543607,0.0616522156619495,0.064267900027165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1082.0169,-42.256,24753.5,969.604855125872,0.0618483151070044,1029.57328173498,0.06001108315255,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0618483151070044,0.0645711970946074,0.061874248586529,0.0645471085162843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1083.017,-42.248,24767,970.133655721513,0.0621152435430456,1030.39374401596,0.0602624325096135,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0621152435430456,0.064853059125357,0.0621418905643458,0.0648214822508298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1084.017,-42.2272,24768.5,970.192411343251,0.0623602070974554,1030.693811039,0.0604930433697404,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0623602070974554,0.0651124902510416,0.0624066575810605,0.0650831794690534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1085.0171,-42.224,24776.5,970.505774659186,0.0626133968816652,1031.27243790387,0.0607313425984309,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0626133968816652,0.0654150861118018,0.0626658622951083,0.0654056409302038,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1086.0171,-42.2168,24781.5,970.701626731646,0.0628597597432059,1031.71969777034,0.0609631619106402,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0628597597432059,0.0656646299306486,0.0629066755475173,0.0656268977923396,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1087.0172,-42.2056,24786.5,970.897478804105,0.0631549711445908,1032.21448106233,0.061240875323434,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0631549711445908,0.0659530589039993,0.0632035301410405,0.0659310084829606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1088.0172,-42.2032,24793,971.152086498303,0.0633751712031072,1032.69901624439,0.0614479733136466,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0633751712031072,0.0661607661334653,0.0633969128675385,0.0661362013200255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1089.0162,-42.2032,24801.5,971.485035021484,0.0635841344013297,1033.25607005717,0.0616444633906727,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0635841344013297,0.0663872887602717,0.06364306587207,0.066382002631175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1090.0163,-42.1952,24800,971.426279399746,0.063977890947331,1033.57608396655,0.0620146115187231,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.063977890947331,0.0668556814752452,0.06400504716043,0.0668090855868085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1091.0163,-42.1664,24809.5,971.79839833742,0.0641475039329011,1034.13683991676,0.0621740128268766,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0641475039329011,0.0669955794884129,0.064186127171689,0.0669600330409476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1092.0164,-42.172,24814.5,971.994250409879,0.0644863482748237,1034.67461016294,0.0624923807269578,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0644863482748237,0.0673200897531345,0.0645276440872452,0.0672953027904371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1093.0162,-42.156,24814.5,971.994250409879,0.0647241032773469,1034.9057066584,0.0627157076445371,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0647241032773469,0.0676006236381894,0.0647504453854261,0.0675627889307331,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1094.0164,-42.1504,24828,972.52305100552,0.0649490524994592,1035.68750170221,0.0629269599884366,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0649490524994592,0.0678528237484255,0.0649860380317301,0.0678090702185825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1095.0165,-42.1376,24832.5,972.699317870734,0.0652393027210163,1036.15754312583,0.0631994713113363,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0652393027210163,0.0681855242449307,0.0652753442140296,0.0681545200933509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1096.0166,-42.1296,24841,973.032266393915,0.0654659480729844,1036.732746219,0.0634122134095111,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0654659480729844,0.0683752277216471,0.0655050374966964,0.0683513941928441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1097.0166,-42.1216,24852.5,973.482726160572,0.0657259647798635,1037.46581753401,0.063656224009027,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0657259647798635,0.0686520723131059,0.065757672226061,0.0685973661498334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1098.0166,-42.1088,24844,973.149777637391,0.0659660095576917,1037.34458517008,0.0638814392668902,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0659660095576917,0.0689295071915399,0.0660219703638703,0.0689030264553555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1099.0167,-42.1064,24849.5,973.365214917097,0.0662234820697872,1037.82484877451,0.0641229492399559,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0662234820697872,0.0691838470920618,0.0662631846034867,0.0691499950632502,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1100.0167,-42.0928,24844.5,973.169362844637,0.0664907921350458,1037.87616466173,0.0643736251695836,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0664907921350458,0.0694643809771167,0.0665256009411972,0.069428914198325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1101.0168,-42.0872,24859,973.73733385477,0.0666305108319093,1038.61794982561,0.0645046244680004,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0666305108319093,0.0695846519483528,0.0666744259993307,0.0695519637498499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1102.0166,-42.0768,24860.5,973.796089476508,0.0670436456615118,1039.08292944594,0.0648918765078756,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0670436456615118,0.070023013813453,0.0670866149701482,0.070006928104516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1103.0169,-42.0616,24862,973.854845098246,0.0672398030793237,1039.3366531105,0.0650756922222129,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0672398030793237,0.07025492280891,0.0672785972209026,0.0702383090390925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1104.0169,-42.0616,24850.5,973.404385331589,0.0674984204790719,1039.10764382887,0.0653179864746503,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0674984204790719,0.0704998181178257,0.0675363178122113,0.0704825541076723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1105.0169,-42.0456,24855.5,973.600237404048,0.0677465218737147,1039.5582671836,0.0655503732990735,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0677465218737147,0.0707830082942697,0.067798732101834,0.0707660893743756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1106.017,-42.048,24882,974.638253388084,0.0679881355716593,1040.90209109276,0.0657766314609973,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0679881355716593,0.0710267968151065,0.0680467565009955,0.0710233728138576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1107.017,-42.032,24882,974.638253388084,0.068260534026485,1041.167581047,0.0660316565057673,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.068260534026485,0.071330130534586,0.0683173241522969,0.071328970023983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1108.0171,-42.0272,24883.5,974.697009009822,0.0685236037671043,1041.48676064819,0.0662778860965765,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0685236037671043,0.0715971616050787,0.0685856562933182,0.0715837851515187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1109.0171,-42.0192,24893.5,975.088713154741,0.068779804181808,1042.15512390542,0.0665176278337375,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.068779804181808,0.0718683984702713,0.0688500096435111,0.0718746132352171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1110.0172,-42.0064,24897,975.225809605463,0.0690451212944863,1042.56039391919,0.0667658400337906,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0690451212944863,0.0721735030506769,0.0690962202058297,0.0721444389296234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1111.017,-41.9904,24908.5,975.67626937212,0.0693195975083851,1043.30975566348,0.0670225560308259,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0693195975083851,0.0724451826311008,0.0693637284010285,0.0724298284308611,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1112.0163,-41.9824,24918.5,976.067973517039,0.0695817767808304,1043.98451737322,0.067267709245378,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0695817767808304,0.072741875622107,0.0696500561842335,0.0727113602284521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1113.0163,-41.9824,24911.5,975.793780615596,0.0698591788187302,1043.96193282583,0.0675270312320196,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0698591788187302,0.0730520714276753,0.0699130230922876,0.0730052067923158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1114.0163,-41.9664,24910,975.735024993858,0.0701261920612641,1044.15960675748,0.0677765780257062,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0701261920612641,0.0733238985798433,0.0701975229790014,0.0733165534753983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1115.0164,-41.9584,24915,975.930877066318,0.0703875232687814,1044.62423438455,0.0680207541848628,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0703875232687814,0.0735934383699815,0.0704784235310954,0.0735948392804312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1116.0164,-41.9584,24916.5,975.989632688056,0.0706414339081798,1044.93493982066,0.0682579398051111,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0706414339081798,0.0738384074647691,0.0707383184245653,0.0738439091876021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1117.0165,-41.932,24928,976.440092454713,0.0709260020947203,1045.69508449752,0.0685236967300916,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0709260020947203,0.074168304098141,0.0710052462287967,0.0741478457075812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1118.0165,-41.9352,24926,976.361751625729,0.0711885205931366,1045.86750028769,0.068768798938167,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0711885205931366,0.0744289157977764,0.071272011511825,0.0744171697330393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1119.0166,-41.9192,24936.5,976.773040977894,0.0714823326873905,1046.59505645315,0.069043047403017,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0714823326873905,0.0747450882589707,0.0715565748446529,0.0747191173781685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1120.0166,-41.9136,24934.5,976.69470014891,0.0717480738325326,1046.77066360704,0.0692910292771967,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0717480738325326,0.0750404531042822,0.071821515442433,0.0750090156469792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1121.0167,-41.9112,24936,976.753455770648,0.0719996946966258,1047.07940638001,0.0695257778506459,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0719996946966258,0.075304754097514,0.0720762416131576,0.0753030680211324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1122.0167,-41.9064,24937.5,976.812211392386,0.0722818883013683,1047.41804254766,0.0697889835868787,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0722818883013683,0.0755858044836724,0.0723471812408959,0.0755698337399711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1123.0167,-41.8904,24944.5,977.08640429383,0.0725442795900454,1047.96843359055,0.0700336572988226,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0725442795900454,0.0759118642517042,0.0726105358383934,0.0758763893624584,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1124.0168,-41.8824,24953,977.419352817011,0.0728443673647653,1048.61884722304,0.0703134087341653,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0728443673647653,0.0762151241853116,0.0729025387114454,0.076180508184999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1125.0168,-41.856,24947.5,977.203915537305,0.0731040024424269,1048.64143296549,0.0705553857384415,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0731040024424269,0.0764952891410069,0.0731816622585705,0.0764754895917863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1126.0169,-41.864,24952.5,977.399767609765,0.0733855599984733,1049.12679689819,0.0708177280880974,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0733855599984733,0.0768081412379645,0.0734470618851805,0.0767725841925752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1127.0169,-41.848,24954,977.458523231503,0.0736560503072114,1049.45425739186,0.0710696936847311,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0736560503072114,0.077061964637383,0.0737344305699789,0.0770653414407275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1128.017,-41.8376,24949.5,977.282256366289,0.0739300600854,1049.53279229984,0.0713248730028963,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0739300600854,0.0773593217012366,0.0739991909493832,0.0773587492711067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1129.017,-41.8296,24964,977.850227376422,0.0741989390707753,1050.40567681787,0.0715752108428352,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0741989390707753,0.0776603680586863,0.0742756357796662,0.0776425203833656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1130.017,-41.8192,24962.5,977.791471754684,0.0744950833435808,1050.63212893569,0.0718508613278196,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0744950833435808,0.0779592008399783,0.0745801508013662,0.0779343589279076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1131.0171,-41.8112,24954.5,977.478108438749,0.0747521318232123,1050.54668085507,0.0720900599449382,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0747521318232123,0.0782432764468855,0.0748074011935708,0.0782205409401431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1132.0172,-41.8088,24959.5,977.673960511208,0.0750009540730438,1051.00044032192,0.0723215490890405,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0750009540730438,0.0785199734666004,0.0750965581146631,0.0785406939726534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1133.0172,-41.7904,24970.5,978.10483507062,0.0752600803117485,1051.71708351134,0.072562567491751,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0752600803117485,0.078814379095577,0.0753615474769802,0.0788284726703661,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1134.0162,-41.7928,24974,978.241931521341,0.0755611433611356,1052.1590103509,0.072842519212554,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0755611433611356,0.079110260441992,0.0756629331251489,0.0791645237856694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1135.0163,-41.7768,24971,978.124420277866,0.0757492865653794,1052.21664728609,0.0730174295389358,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0757492865653794,0.0793308801990447,0.0758446020540337,0.0793270863180742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1136.0163,-41.7664,24967.5,977.987323827144,0.0760983500896828,1052.41054557901,0.073341860991627,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0760983500896828,0.0797005474173837,0.0761808317585084,0.079720866989405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1137.0164,-41.7536,24976,978.320272350325,0.0763899572151243,1053.05411609786,0.0736128098522883,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0763899572151243,0.0799986423399565,0.0764591758883953,0.0800012714578918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1138.0164,-41.7456,24972.5,978.183175899604,0.0766302564124308,1053.14160348712,0.0738360304210348,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0766302564124308,0.0802650093376019,0.0767027855361748,0.0802735753432354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1139.0165,-41.7432,24985.5,978.692391287998,0.0769311074455859,1053.98428079835,0.0741154290396775,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0769311074455859,0.0805712207060865,0.0770278566463633,0.0806078558864456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1140.0165,-41.7248,24995,979.064510225672,0.0772066013373984,1054.65475355026,0.0743712101739953,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0772066013373984,0.0808980921187095,0.077283841385378,0.0808897161064932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1141.0165,-41.7192,24987,978.751146909736,0.0775053746114801,1054.60962120239,0.0746485310218221,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0775053746114801,0.0812153713679826,0.077598452431862,0.0812180021829987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1142.0166,-41.7144,24982,978.555294837277,0.0777466490834537,1054.63468995375,0.0748724254623136,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0777466490834537,0.0814714083435587,0.077852053810835,0.0814889655741878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1143.0166,-41.7088,24990.5,978.888243360458,0.0780494930691893,1055.28997452613,0.0751533833709081,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0780494930691893,0.0818130369305667,0.0781358074548161,0.0818236095138352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1144.0167,-41.7064,24994,979.02533981118,0.0782334807552866,1055.61789989224,0.0753240360067424,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0782334807552866,0.0819628222505723,0.0783520879071328,0.0819910937552667,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1145.0167,-41.6984,24997,979.142851054656,0.0785450174065325,1056.04964333423,0.075612926733053,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0785450174065325,0.0822933829567916,0.0786536083205601,0.0823144496341605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1146.0168,-41.672,24992.5,978.966584189442,0.0788491334896598,1056.15725106811,0.0758948558233078,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0788491334896598,0.0826320601089227,0.0789746173133241,0.0826721245487806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1147.0168,-41.672,24997,979.142851054656,0.0791375179683755,1056.6297860236,0.0761621276159648,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0791375179683755,0.0829781158482459,0.0792235652664184,0.0829757281868464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1148.0169,-41.6536,24998.5,979.201606676394,0.0793994428213423,1056.94966865626,0.0764048150093337,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0793994428213423,0.0832407935522952,0.0795038535588277,0.0832715332339793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1149.0169,-41.6592,25005,979.456214370591,0.0797413826002518,1057.55940710091,0.0767215519055493,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0797413826002518,0.0836237422275805,0.0798461507948689,0.0836670884050593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1150.017,-41.6376,24997,979.142851054656,0.0799865581708935,1057.46111766815,0.0769485949206128,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0799865581708935,0.08388641993163,0.0800937131599559,0.0839217194209192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1151.017,-41.6328,25006.5,979.514969992329,0.0802525113322676,1058.12350622176,0.0771948205967173,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0802525113322676,0.0842014856047453,0.0803565258941132,0.0841955983752997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1152.0171,-41.6216,25006.5,979.514969992329,0.0805336448558501,1058.39888071668,0.0774550347084781,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0805336448558501,0.0844885126465295,0.0806316327966746,0.08447948334343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1153.0171,-41.6032,25008.5,979.593310821313,0.080836192018861,1058.77990379526,0.0777349934270882,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.080836192018861,0.0848397333968875,0.0809406964344557,0.0848551183359677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1154.0172,-41.6112,25008.5,979.593310821313,0.0811046893750184,1059.04292200932,0.0779833789031655,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0811046893750184,0.0850987218073406,0.0812068687592499,0.085097373225563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1155.0171,-41.5984,25015,979.84791851551,0.081426317998906,1059.63332671912,0.0782808346392103,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.081426317998906,0.0854211660676483,0.0815257556221774,0.0854335863401592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1156.0172,-41.588,25003.5,979.397458748853,0.0816767091688539,1059.3914201478,0.0785123457303801,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0816767091688539,0.08570081452224,0.0817935930546884,0.0857117138706107,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1157.0163,-41.572,25015,979.84791851551,0.0819660265189903,1060.16215898913,0.0787797811503676,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0819660265189903,0.0860254723587056,0.0820771755929482,0.0860344355670888,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1158.0163,-41.572,25008.5,979.593310821313,0.0822390186192654,1060.15410334925,0.0790320604825281,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0822390186192654,0.0863294701510323,0.0823424087608132,0.0863467372246087,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1159.0163,-41.58,25000,979.260362298131,0.0825436435413495,1060.09208057784,0.0793134974409994,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0825436435413495,0.0866401086718321,0.0826303235455601,0.0866435824607121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1160.0164,-41.5536,25016.5,979.906674137248,0.0828029817962863,1061.04586863789,0.0795530325372672,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0828029817962863,0.0869485336164742,0.082909352922686,0.0869505407884959,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1161.0164,-41.5432,25018,979.965429758986,0.0830901365808565,1061.39089116218,0.079818193162061,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0830901365808565,0.0872473663977663,0.0831929959720441,0.0872363259902457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1162.0165,-41.5352,25011.5,979.710822064789,0.083387468144561,1061.4064270306,0.0800926770200272,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.083387468144561,0.0875653835057586,0.083491132260013,0.0875853337165798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1163.0165,-41.5272,25015,979.84791851551,0.0836108908498034,1061.77387587992,0.0802988817964238,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0836108908498034,0.0878169933290194,0.083718306250123,0.0878170384045151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1164.0166,-41.5168,25027,980.317963489413,0.0839898062595671,1062.65467931566,0.0806484991536508,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0839898062595671,0.0882139613199702,0.08411586991033,0.0882267948045975,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1165.0166,-41.5064,25026.5,980.298378282167,0.0841878718234668,1062.82761250174,0.0808312014906896,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0841878718234668,0.0884618818496346,0.0842932234887536,0.0884637558900055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1166.0167,-41.4984,25028,980.357133903905,0.0844692597665277,1063.1671753116,0.0810907058083996,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0844692597665277,0.0887393167280688,0.0845973034509287,0.0887642223318984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1167.0167,-41.4856,25028.5,980.376719111151,0.0847914396326183,1063.50427250689,0.0813877469787382,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0847914396326183,0.0891052946528115,0.0849188046712419,0.0891293675061874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1168.0168,-41.4856,25038,980.748838048825,0.0850919090365558,1064.20262896378,0.0816646921942883,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0850919090365558,0.0893605937696685,0.0852110836125596,0.0893891515578757,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1169.0168,-41.4664,25033.5,980.572571183611,0.0854238840525629,1064.33688880952,0.0819705872443523,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0854238840525629,0.0897664160652503,0.0855284224635594,0.0897818656034549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1170.0169,-41.464,25038.5,980.76842325607,0.0857163392429324,1064.83630214264,0.0822399896431474,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0857163392429324,0.0901087825109774,0.0858209840333921,0.0901001423935471,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1171.0169,-41.456,25034.5,980.611741598103,0.085997472766515,1064.94187314071,0.0824988944063794,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.085997472766515,0.0904186831730581,0.0861067986581875,0.0904268071879163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1172.0169,-41.4456,25036.5,980.690082427087,0.0862844155348532,1065.30835301014,0.0827630799815135,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0862844155348532,0.0907322731287348,0.0863981412060959,0.0907458220071431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1173.017,-41.4352,25032,980.513815561873,0.0865996412685355,1065.42596024837,0.0830532249939975,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0865996412685355,0.0910525038128848,0.0867093623234475,0.0910822725391833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1174.017,-41.4168,25028,980.357133903905,0.0868607604598207,1065.51170007701,0.0832935046810199,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0868607604598207,0.091366831627281,0.0870168151819922,0.0913597624587948,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1175.0171,-41.4192,25033.5,980.572571183611,0.0871890463933918,1066.06775858463,0.0835955087427773,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0871890463933918,0.0917224795299544,0.0873480969796277,0.0917361794973621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1176.0171,-41.4088,25040,980.827178877808,0.0874544059093163,1066.60483710628,0.0838395575011709,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0874544059093163,0.0920213123112465,0.0876064813904109,0.0920357997221525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1177.0171,-41.404,25040,980.827178877808,0.0878041902888085,1066.94791513243,0.0841611600757965,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0878041902888085,0.0923872902359893,0.0879524412126634,0.0924061833219412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1178.0172,-41.3984,25036.5,980.690082427087,0.0880560655723802,1067.04579263147,0.0843926779630489,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0880560655723802,0.0926957151806315,0.0881854453783559,0.0927008217849619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1179.0162,-41.3824,25043,980.944690121284,0.0883709944833376,1067.63174792045,0.0846820778872966,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0883709944833376,0.0930225865932546,0.088499966372293,0.0929919430199286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1180.0163,-41.3744,25030,980.435474732889,0.088651576764717,1067.35262548402,0.0849398448821258,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.088651576764717,0.0933369144076506,0.0887713750147055,0.0933178148170856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1181.0164,-41.364,25038,980.748838048825,0.0889535726855247,1067.98995110044,0.0852172100626959,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0889535726855247,0.0936630479615544,0.0890811024337574,0.0936647264368136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1182.0164,-41.356,25036.5,980.690082427087,0.0892480208284747,1068.21473132982,0.0854875690098387,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0892480208284747,0.0939751621997929,0.0893813439946859,0.0939849867774658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1183.0164,-41.356,25025,980.23962266043,0.0895537906382112,1068.02379660344,0.0857682460407963,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0895537906382112,0.0943167907868009,0.0896671680528482,0.0943145524686689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1184.0165,-41.3296,25026.5,980.298378282167,0.0898315743053289,1068.36012489221,0.0860231653158271,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0898315743053289,0.0946458757755816,0.0899708925539882,0.0946329417091743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1185.0165,-41.3296,25036.5,980.690082427087,0.090108043471808,1069.0581470068,0.0862768137799468,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.090108043471808,0.0949461842743123,0.0902571183846405,0.0949301375580926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1186.0166,-41.3168,25031.5,980.494230354627,0.0904016859530765,1069.13256184595,0.0865461475775273,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0904016859530765,0.0952553470776736,0.0905291662034162,0.0952459817176139,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1187.0166,-41.3088,25032,980.513815561873,0.0906714554066258,1069.41843026517,0.0867935207167487,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0906714554066258,0.0955844320664544,0.0908231423754824,0.0955729635802617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1188.0166,-41.3088,25050,981.218883022728,0.0909755290865067,1070.48579005539,0.0870722767978299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0909755290865067,0.0958869541413427,0.0911115308845849,0.0958646598188543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1189.0167,-41.296,25032,980.513815561873,0.0912885922546229,1070.02354147073,0.0873591927281267,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0912885922546229,0.0962462913376124,0.0914247100771674,0.0962185791485907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1190.0167,-41.296,25044.5,981.003445743022,0.0915688353100311,1070.83278870484,0.0876159598934109,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0915688353100311,0.0965598812932893,0.0917072411758872,0.0965593252783234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1191.0168,-41.2744,25044.5,981.003445743022,0.0918741386840576,1071.13229236675,0.0878956130647121,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0918741386840576,0.0968778984012815,0.0920136858854636,0.0968487533903758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1192.0168,-41.2616,25043,980.944690121284,0.0921509894797546,1071.33971394087,0.0881491365188241,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0921509894797546,0.0971937019331161,0.092304983366122,0.0971917743960778,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1193.0169,-41.2592,25036.5,980.690082427087,0.0924531550135478,1071.35797463797,0.0884257683621555,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0924531550135478,0.0975323790852469,0.0925934235908144,0.0975073173059241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1194.0169,-41.2456,25048,981.140542193744,0.0927518858843832,1072.14317779984,0.088699180574836,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0927518858843832,0.0978489204758008,0.0928861077363932,0.0978318175889692,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1195.017,-41.2328,25041,980.8663492923,0.0930872107568555,1072.17246187318,0.0890059962737756,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0930872107568555,0.0982200634115781,0.0932358270159213,0.0982054724608868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1196.017,-41.2304,25048,981.140542193744,0.0933785634628187,1072.75803657893,0.089272501893139,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0933785634628187,0.0985565269875515,0.0935236771924138,0.0985448543779644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1197.0171,-41.2192,25048,981.140542193744,0.0936717395083766,1073.04568348322,0.0895406036802043,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0936717395083766,0.0988745440955438,0.0938250501081196,0.0988618851470766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1198.017,-41.2064,25043,980.944690121284,0.0939823432882021,1073.136170735,0.089824564279236,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0939823432882021,0.0992051048017632,0.094148251056586,0.0991996691329527,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1199.0171,-41.196,25049.5,981.199297815482,0.0943147847399197,1073.74089837591,0.0901284000335466,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0943147847399197,0.0995887913357677,0.0944710274744924,0.0995649871648881,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1200.0172,-41.1904,25043,980.944690121284,0.0946017275082579,1073.74375239681,0.0903905779360626,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0946017275082579,0.099897954139129,0.0947644159878289,0.0998675489770039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1201.0172,-41.1904,25044.5,981.003445743022,0.0948647124423845,1074.06605552842,0.0906308053545721,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0948647124423845,0.100210806236087,0.0950350448929502,0.100203538315325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1202.0163,-41.1744,25045,981.023030950268,0.0952126310790354,1074.42881487617,0.0909485280510849,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0952126310790354,0.100584900606741,0.0953839873701176,0.100567881287491,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1203.0161,-41.1672,25041.5,980.885934499546,0.0955415530613024,1074.60130005762,0.0912488100152777,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0955415530613024,0.100942762085572,0.0956837842898958,0.10092466635936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1204.0163,-41.1592,25046,981.06220136476,0.0958469412418215,1075.09401253354,0.0915275266219314,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0958469412418215,0.101282914955142,0.0960181158525714,0.101274393451391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1205.0164,-41.1432,25041.5,980.885934499546,0.0961652624124901,1075.21308778742,0.0918179640313358,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0961652624124901,0.101652582173481,0.0963498239381085,0.101616929435276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1206.0164,-41.1352,25039.5,980.807593670562,0.0964547493756121,1075.41114430375,0.0920820197849527,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0964547493756121,0.101944036367581,0.0966324161190657,0.101948494379675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1207.0165,-41.1304,25043,980.944690121284,0.096769296657352,1075.87001784408,0.0923688553086334,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.096769296657352,0.102305587140008,0.096942048243888,0.102282620831896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1208.0165,-41.1144,25036.5,980.690082427087,0.0970785435332927,1075.89404728665,0.0926507772107123,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0970785435332927,0.102642050715981,0.0972713872110776,0.102631019636008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1209.0166,-41.1192,25036.5,980.690082427087,0.0973720588048221,1076.18189480248,0.0929182840508909,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0973720588048221,0.102989582172743,0.0975439917025994,0.102974558124806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1210.0166,-41.1064,25043.5,980.96427532853,0.0976977581403631,1076.80228584391,0.0932150393845179,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0976977581403631,0.103357773673643,0.097893780570794,0.103354369085625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1211.0167,-41.0904,25033,980.552985976365,0.0980702706599216,1076.71608270746,0.0935543398190323,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0980702706599216,0.103754003805875,0.0982493448740881,0.103720593322486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1212.0167,-41.088,25033,980.552985976365,0.098316379101984,1076.9574050752,0.0937784428412567,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.098316379101984,0.104018895086082,0.0985193594795525,0.104031526801339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1213.0167,-41.0776,25026.5,980.298378282167,0.0986254987681855,1076.98079478189,0.0940598518956838,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0986254987681855,0.104378970141071,0.09882010508319,0.104376826437358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1214.0168,-41.0616,25028.5,980.376719111151,0.0989150281345539,1077.35070986449,0.0943233549933506,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0989150281345539,0.104714695858325,0.0991162393717473,0.10469140407562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1215.0168,-41.0592,25036.5,980.690082427087,0.0992248262526979,1077.99888546366,0.0946052279775256,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0992248262526979,0.105036402259914,0.0994029789192033,0.105027603774753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1216.0169,-41.0488,25038,980.748838048825,0.0995498047330503,1078.38219336875,0.0949008276066456,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0995498047330503,0.105422302370076,0.0997525197428571,0.105393137390319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1217.0169,-41.0328,25033.5,980.572571183611,0.0998697796303284,1078.50213777926,0.0951917906423578,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.0998697796303284,0.105763193098365,0.100059112395488,0.105748909313718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1218.0169,-41.0304,25036.5,980.690082427087,0.100175125407601,1078.93083442021,0.0954693720485681,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.100175125407601,0.10610777312025,0.100357924775335,0.106103131864396,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1219.017,-41.0144,25036.5,980.690082427087,0.10049908621004,1079.24853956626,0.0957637916433168,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.10049908621004,0.10647596462115,0.10069205973241,0.106463719682774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1220.017,-41.0064,25035,980.631326805349,0.100866722356263,1079.54439458008,0.0960977989656892,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.100866722356263,0.106879573340574,0.101063925491241,0.106880253259322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1221.0171,-41.012,25036.5,980.690082427087,0.101109099312643,1079.84677336613,0.0963179439418273,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.101109099312643,0.107152581066693,0.101322106693503,0.107148016756213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1222.0171,-40.9936,25033,980.552985976365,0.101420339141165,1080.00100235997,0.0966005643010921,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.101420339141165,0.107492733936262,0.101611005952951,0.107473098886838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1223.0172,-40.9824,25028.5,980.376719111151,0.101775127103731,1080.15468430823,0.0969226310183385,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.101775127103731,0.107896342655686,0.101975075356497,0.107883324291475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1224.016,-40.9696,25030,980.435474732889,0.102091624934805,1080.5297254921,0.0972098514983943,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.102091624934805,0.108259369145552,0.102299431156729,0.108246226964365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1225.0163,-40.9752,25032,980.513815561873,0.102422539869652,1080.940530929,0.0975100672489805,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.102422539869652,0.108629036363891,0.10262126034306,0.108608262659978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1226.0163,-40.9592,25032,980.513815561873,0.102733949311159,1081.2458721887,0.0977925047495435,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.102733949311159,0.108958859211391,0.102937291933278,0.108971880851045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1227.0164,-40.9536,25032,980.513815561873,0.103064440213543,1081.5699230844,0.0980921612425634,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.103064440213543,0.109357302919781,0.103245264677344,0.109341076596883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1228.0164,-40.9328,25033.5,980.572571183611,0.103363086277885,1081.92757846059,0.0983628667722761,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.103363086277885,0.10971664011605,0.103549539531041,0.109717035605292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1229.0164,-40.9328,25023,980.161281831446,0.103706934202883,1081.81080339455,0.0986744544650897,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.103706934202883,0.110069336583847,0.103904180953607,0.110055980145857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1230.0165,-40.9224,25028,980.357133903905,0.103982809723912,1082.29742322011,0.0989243768314221,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.103982809723912,0.110383664398243,0.104183150196757,0.110375418399994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1231.0165,-40.9168,25038,980.748838048825,0.104346544771468,1083.08659058785,0.0992537978483596,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.104346544771468,0.110761448062494,0.104555727717036,0.110752214245682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1232.0166,-40.904,25020,980.04377058797,0.104666519668746,1082.62154117845,0.0995434972663184,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.104666519668746,0.111122998834921,0.104857518568799,0.11112335695581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1233.0166,-40.896,25022,980.122111416954,0.105015328773571,1083.04995718565,0.099859207066775,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.105015328773571,0.111520704684591,0.105212695093014,0.111511652446461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1234.0167,-40.8856,25011.5,979.710822064789,0.105307826367186,1082.88203920484,0.100123872072561,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.105307826367186,0.111916196958104,0.105513181617603,0.111901238353915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1235.0167,-40.872,25018,979.965429758986,0.105686529760718,1083.53457531568,0.100466435947666,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.105686529760718,0.112351533602455,0.105897997830277,0.112359750029528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1236.0167,-40.864,25025,980.23962266043,0.106014518871565,1084.15925463562,0.100763030384292,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.106014518871565,0.112678405015078,0.106220451033941,0.112661004673329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1237.0168,-40.8592,25010,979.652066443051,0.106291920909465,1083.78116640821,0.101013811229446,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.106291920909465,0.112973548502774,0.10648208798021,0.112956855354757,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1238.0168,-40.8536,25003.5,979.397458748853,0.106654553472614,1083.85465738392,0.101341548543107,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.106654553472614,0.113401506559933,0.106869573841779,0.113415085930603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1239.0169,-40.8408,25007,979.534555199575,0.106955998151218,1084.30165127456,0.101613904202278,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.106955998151218,0.113726164396398,0.107178778362581,0.113730588627373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1240.0169,-40.8384,24997,979.142851054656,0.107275633822525,1084.18102100434,0.101902614442807,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.107275633822525,0.114138627420453,0.107487813903738,0.114119416329726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1241.017,-40.8248,25005,979.456214370591,0.107589290636091,1084.83521368383,0.102185843286425,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.107589290636091,0.114456644528446,0.107802433885628,0.114443466988566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1242.017,-40.82,25000,979.260362298131,0.107900742480844,1084.92328247216,0.102467001713815,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.107900742480844,0.114769496625403,0.108099719680942,0.11476817855457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1243.0171,-40.804,25006.5,979.514969992329,0.108232887109837,1085.5307031619,0.102766753161151,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.108232887109837,0.115161299605319,0.108443217197016,0.115148794514363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1244.0171,-40.796,25005.5,979.475799577837,0.108518769797015,1085.76730839397,0.103024682539819,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.108518769797015,0.115537607552131,0.108747012224875,0.11552531401879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1245.0172,-40.7984,25005.5,979.475799577837,0.108925459333166,1086.16565095257,0.103391491801913,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.108925459333166,0.115967779185448,0.109140559214234,0.115960505219631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1246.0172,-40.78,25008.5,979.593310821313,0.109246875940822,1086.61081972107,0.103681294902235,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.109246875940822,0.116306456337579,0.10947957118879,0.116310917606556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1247.0162,-40.772,24998.5,979.201606676394,0.109561126399837,1086.48403767639,0.103964555518552,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.109561126399837,0.116658414946656,0.109780745474817,0.116652004137083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1248.0163,-40.7536,25005.5,979.475799577837,0.109896705691788,1087.11696325627,0.104266953058758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.109896705691788,0.117049480067853,0.110134207402158,0.117050052117524,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1249.0163,-40.7536,25002,979.338703127115,0.110231691338289,1087.29286476586,0.104568724478367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.110231691338289,0.11743169088442,0.110468946652682,0.117419829359022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1250.0163,-40.7432,24994,979.02533981118,0.11055739067383,1087.26382678426,0.104862043047442,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11055739067383,0.117782911634778,0.110786553660371,0.117774899242936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1251.0164,-40.7352,24988.5,978.809902531474,0.110884192493777,1087.34444817859,0.105156268045102,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.110884192493777,0.118181355343167,0.111131063683684,0.118167043677931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1252.0165,-40.728,24990.5,978.888243360458,0.111277058571604,1087.81604775193,0.105509857220264,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.111277058571604,0.118614478411361,0.111516731013164,0.11862592653572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1253.0165,-40.7248,24990.5,978.888243360458,0.11158660227027,1088.11905643936,0.105788366159988,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11158660227027,0.119001854238961,0.111839980302374,0.118996358186594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1254.0165,-40.7064,24990.5,978.888243360458,0.111956612998291,1088.48125559094,0.106121177979336,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.111956612998291,0.119365618587546,0.112207573479905,0.119355005882136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1255.0166,-40.696,24992,978.946998982196,0.112288672820791,1088.8716582598,0.10641975999912,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.112288672820791,0.119747829404112,0.112546372048941,0.119757024563768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1256.0166,-40.6832,24987,978.751146909736,0.112671616538962,1089.02862082142,0.106763985218585,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.112671616538962,0.120215631832111,0.112917991347015,0.120189346250762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1257.0167,-40.68,24989,978.82948773872,0.113016354932134,1089.45322854304,0.107073766643787,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.113016354932134,0.120590464061484,0.113268409692657,0.120574824968877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1258.0167,-40.6648,24984,978.633635666261,0.113347185060488,1089.55900347454,0.107370959914199,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.113347185060488,0.1209630827147,0.113602928156054,0.120933886858338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1259.0168,-40.6592,24975.5,978.300687143079,0.113700107280213,1089.53358022355,0.107687901744661,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.113700107280213,0.121333487791758,0.113936590029358,0.121340025351599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1260.0168,-40.6592,24977.5,978.379027972063,0.114033566409844,1089.94707783231,0.107987272478299,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.114033566409844,0.12173931008734,0.114296727964642,0.121725710214332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1261.0169,-40.6408,24966,977.928568205406,0.11435192998376,1089.75658736595,0.108273007219076,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11435192998376,0.122084627967944,0.114602826619187,0.122075472888804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1262.0169,-40.628,24967.5,977.987323827144,0.114734958508423,1090.19665884822,0.10861667128207,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.114734958508423,0.122519226753577,0.115014332632872,0.122524357779079,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1263.017,-40.628,24967.5,977.987323827144,0.115114976402593,1090.56831153154,0.108957517445661,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.115114976402593,0.122958990550243,0.115366452321103,0.122937710580387,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1264.017,-40.62,24966,977.928568205406,0.115379318240604,1090.76129969296,0.109194542790118,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.115379318240604,0.123240852580993,0.11563357151744,0.123223613203981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1265.017,-40.6064,24967.5,977.987323827144,0.115757640004919,1091.1968283881,0.109533671920262,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.115757640004919,0.123702014280518,0.116040632922136,0.123690648164481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1266.0171,-40.5984,24948,977.223500744551,0.11611942450314,1090.69813126195,0.109857869437359,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11611942450314,0.12408791439068,0.11637988575167,0.124078668554439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1267.0171,-40.5856,24941.5,976.968893050354,0.11645407092367,1090.74089781186,0.110157654796024,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11645407092367,0.124480455229315,0.116710965600934,0.124475818546865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1268.0172,-40.5776,24959,977.654375303963,0.11677684443521,1091.82176820024,0.110446718960028,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.11677684443521,0.124842006001743,0.117045897983504,0.12481995061733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1269.0172,-40.5752,24951,977.341011988027,0.117131038752327,1091.81797993744,0.110763826323989,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.117131038752327,0.125259634036832,0.117402717229672,0.125228882191274,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1270.0163,-40.5536,24941,976.949307843108,0.117466575641031,1091.70819761031,0.111064137117364,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.117466575641031,0.125610116928471,0.117742172158418,0.125601121690192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1271.0163,-40.5536,24943,977.027648672092,0.117792571799297,1092.1142481282,0.111355822455908,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.117792571799297,0.125985687016564,0.118036283146515,0.125961242679424,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1272.0163,-40.5464,24936,976.753455770648,0.118107458307008,1092.11532382431,0.111637486667682,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.118107458307008,0.126363470680815,0.118390368029504,0.126321776862481,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1273.0164,-40.5384,24954.5,977.478108438749,0.118492352574513,1093.30178909774,0.111981664709218,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.118492352574513,0.126781836574624,0.118789072507711,0.12676871959062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1274.0164,-40.5328,24944,977.066819086584,0.118842730599455,1093.18410784496,0.112294874858597,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.118842730599455,0.127198726750994,0.119155348941279,0.127188897120752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1275.0165,-40.5096,24935,976.714285356156,0.119256459074507,1093.19377255522,0.112664589017535,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.119256459074507,0.127684237788254,0.119555628382419,0.127652986066206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1276.0165,-40.5096,24941.5,976.968893050354,0.119520588896286,1093.73679048109,0.112900548041006,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.119520588896286,0.127955769796934,0.119805951846019,0.127940548704271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1277.0166,-40.496,24939.5,976.89055222137,0.119927617658408,1094.04670886229,0.113264056127876,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.119927617658408,0.128413980061582,0.120199260298289,0.128394198121265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1278.0166,-40.4912,24919.5,976.107143931531,0.120306533068172,1093.53921032101,0.113602338100101,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.120306533068172,0.128847840988495,0.120618069342203,0.128819390112679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1279.0167,-40.4752,24924.5,976.302996003991,0.120676798215671,1094.12011565012,0.113932786922008,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.120676798215671,0.129266206882303,0.120980724757191,0.12925499528894,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1280.0167,-40.4696,24916.5,975.989632688056,0.120976165135203,1094.06111566237,0.114199881718755,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.120976165135203,0.129574631826945,0.121270783947081,0.129534447039159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1281.0167,-40.4568,24911.5,975.793780615596,0.121322048416027,1094.1790809115,0.114508389553687,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.121322048416027,0.129983405557404,0.121619588274225,0.12996316448533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1282.0168,-40.4512,24915,975.930877066318,0.121718645979536,1094.71986199245,0.114862014495609,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.121718645979536,0.13043423723486,0.122020587219089,0.130401072340026,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1283.0168,-40.4464,24905,975.539172921399,0.122105193973651,1094.65757285986,0.11520655847545,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.122105193973651,0.130879166042561,0.122424294758782,0.130849191551405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1284.0169,-40.4384,24900,975.343320848939,0.12244972035059,1094.77383773271,0.115513547070334,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.12244972035059,0.131247357543462,0.122784721743184,0.131211605640138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1285.0169,-40.4304,24898.5,975.284565227201,0.122843392090098,1095.09182947283,0.115864211080624,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.122843392090098,0.13171442211274,0.123162558596365,0.131683046975311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1286.017,-40.4144,24885.5,974.775349838806,0.123136780151888,1094.80604778939,0.116125467228015,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.123136780151888,0.132011041317875,0.1234637589673,0.131991837619903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1287.017,-40.412,24888.5,974.892861082282,0.123542324800387,1095.33339157169,0.116486484208152,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.123542324800387,0.132495076637696,0.123852199039672,0.132475715636109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1288.017,-40.3984,24897,975.225809605463,0.123865310328159,1096.02245715227,0.116773913622333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.123865310328159,0.132854413833966,0.124171661904764,0.132832565648421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1289.0171,-40.3912,24883.5,974.697009009822,0.124224169002379,1095.77793498317,0.117093170200479,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.124224169002379,0.133254333259793,0.124566058850176,0.133229282419846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1290.0171,-40.3776,24884,974.716594217068,0.124571621203319,1096.13862057247,0.117402181988226,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.124571621203319,0.133668272001287,0.124902215682639,0.133635331788074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1291.0172,-40.388,24878.5,974.501156937362,0.124908854221879,1096.2249798883,0.117702013904769,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.124908854221879,0.134044579948099,0.125247735433821,0.134001323507631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1292.0162,-40.3728,24869,974.129037999689,0.125332377846848,1096.21894666185,0.118078438995496,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.125332377846848,0.13450943094122,0.125663905995952,0.134495673984906,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1293.0163,-40.3568,24859,973.73733385477,0.125732070847344,1096.1673453017,0.118433553665739,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.125732070847344,0.134953621890202,0.126064700558001,0.134922262490334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1294.0163,-40.3432,24855.5,973.600237404048,0.126060271974422,1096.33254812556,0.11872505579332,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.126060271974422,0.135365347055538,0.126426323567653,0.135319018884852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1295.0164,-40.3384,24837.5,972.895169943194,0.126407300142899,1095.87622169778,0.119033187351367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.126407300142899,0.135725422110527,0.126754447731959,0.135700487522302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1296.0164,-40.3248,24855.5,973.600237404048,0.126773367369006,1097.02681797102,0.119358121107994,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.126773367369006,0.136161496613597,0.127164438486679,0.136139033847636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1297.0165,-40.3248,24845.5,973.208533259129,0.127162925993614,1096.96457795031,0.119703790708004,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.127162925993614,0.136577648931248,0.127546804372768,0.136570395013392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1298.0165,-40.3064,24837.5,972.895169943194,0.127501515916059,1096.94077893836,0.120004136886971,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.127501515916059,0.136948054008307,0.127862074185059,0.136910683971115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1299.0165,-40.2992,24828,972.52305100552,0.127823441362671,1096.83429418957,0.120289617210114,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.127823441362671,0.137302226193542,0.128209051235426,0.137283753236829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1300.0166,-40.2832,24844.5,973.169362844637,0.128227289881313,1097.95623283773,0.120647630899579,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.128227289881313,0.13775969859947,0.128619058907213,0.137742284267789,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1301.0166,-40.2832,24832.5,972.699317870734,0.128558035203175,1097.74763101966,0.120940742805752,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.128558035203175,0.138154453014263,0.128965147198989,0.138142222800855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1302.0167,-40.2752,24819.5,972.190102482339,0.128950477248538,1097.55448017374,0.121288419943758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.128950477248538,0.138577246060388,0.129384678370209,0.138569555293982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1303.0167,-40.2568,24814.5,971.994250409879,0.129305180404612,1097.67814231137,0.121602559007498,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.129305180404612,0.138989709084443,0.129713681096935,0.138938968392254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1304.0168,-40.2544,24808,971.739642715682,0.129698173692178,1097.7724996802,0.121950494118633,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.129698173692178,0.139374871335886,0.130129144355902,0.139350787521001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1305.0168,-40.2488,24809.5,971.79839833742,0.130082643927219,1098.21250335739,0.122290766268704,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.130082643927219,0.139871450253934,0.130534835694749,0.13984740849686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1306.0168,-40.2304,24799.5,971.4066941925,0.13045948157791,1098.13590791817,0.122624170941796,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.13045948157791,0.14024406890715,0.130936741477745,0.140219327733208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1307.0169,-40.2248,24793,971.152086498303,0.13084607197527,1098.22352230719,0.122966088822392,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.13084607197527,0.14067055124687,0.131282318015206,0.140628699851593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1308.0169,-40.22,24786.5,970.897478804105,0.131211333539696,1098.29023172832,0.123289035151438,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.131211333539696,0.141071208531418,0.131661556741017,0.141013652874401,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1309.017,-40.212,24772,970.329507793972,0.131566799954204,1097.99265603556,0.123603220985365,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.131566799954204,0.141467438663649,0.132042326598521,0.141427156237526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1310.017,-40.2016,24773.5,970.38826341571,0.131954704852203,1098.43556030677,0.123945965598988,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.131954704852203,0.141871785241793,0.132439895263163,0.141857051938969,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1311.0171,-40.1912,24764,970.016144478037,0.132321408127006,1098.3700466213,0.124269868921474,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.132321408127006,0.142281296830971,0.132770514595972,0.14221852394221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1312.0171,-40.1832,24755.5,969.683195954856,0.13272712238849,1098.38645618242,0.124628107838086,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.13272712238849,0.142750574976407,0.133216939422239,0.142731882443445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1313.0172,-40.1808,24750.5,969.487343882396,0.1331060802015,1098.53200403155,0.124962605378426,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.1331060802015,0.143140902238885,0.133587024217446,0.143116524100893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1314.0172,-40.1624,24745.5,969.291491809936,0.133492076953411,1098.68422622491,0.125303201045482,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.133492076953411,0.143561481708851,0.13397790837438,0.143530194369301,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1315.0162,-40.1568,24734,968.841032043279,0.133738567024691,1098.41244334347,0.125520638184404,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.133738567024691,0.143764392856642,0.134255544612107,0.143746298886003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1316.0161,-40.1488,24731,968.723520799804,0.134226585987423,1098.75197176248,0.125950996622333,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.134226585987423,0.144365747712822,0.134743802620603,0.144346839906033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1317.0163,-40.1408,24730.5,968.703935592558,0.134593034842748,1099.08473814807,0.126274027025585,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.134593034842748,0.144790016476385,0.135124496160897,0.14475525483507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1318.0164,-40.136,24726,968.527668727344,0.134913094546518,1099.19473366927,0.126556079320353,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.134913094546518,0.145098441421027,0.135466716602996,0.145105986064785,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1319.0164,-40.1176,24724,968.44932789836,0.13534598928894,1099.52506025897,0.126937440858118,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.13534598928894,0.145587641751883,0.135895194415113,0.145566510119998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1320.0165,-40.1144,24709.5,967.881356888227,0.135748947339408,1099.27023223524,0.127292298815131,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.135748947339408,0.146016337667761,0.13629780824619,0.146002470042887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1321.0165,-40.1064,24688,967.039192976651,0.136130618960187,1098.68283687532,0.127628295168134,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.136130618960187,0.146470858638813,0.136693225638309,0.14646090478263,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1322.0164,-40.0936,24679.5,966.706244453469,0.136487611891566,1098.64967115959,0.127942464023658,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.136487611891566,0.146856758748975,0.137047405335259,0.146839457823316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1323.0166,-40.0776,24680,966.725829660715,0.136853763924166,1099.0258981325,0.128264590774758,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.136853763924166,0.147249299587611,0.137400101016069,0.147216360759211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1324.0166,-40.0776,24668,966.255784686812,0.137200028834207,1098.82610620706,0.128569126150148,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.137200028834207,0.147641840426246,0.13776153020213,0.1475953064853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1325.0165,-40.0752,24662,966.020762199861,0.137603029287922,1098.94814543359,0.128923442939456,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.137603029287922,0.148058730602617,0.138160785790479,0.148015913127417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1326.0167,-40.0672,24650,965.550717225958,0.137974566532814,1098.77215890066,0.129249986186213,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.137974566532814,0.148450533582533,0.138542244288058,0.148413620515247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1327.0166,-40.0488,24655,965.746569298417,0.138339573677761,1099.34753797592,0.129570686340579,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.138339573677761,0.148845287997326,0.13889624662149,0.148800711964562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1328.0166,-40.044,24637,965.041501837563,0.138727987414717,1098.91976715916,0.129911838924156,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.138727987414717,0.149237090977242,0.139286653927956,0.149193534128568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1329.0169,-40.036,24625.5,964.591042070905,0.139086294846733,1098.7524361549,0.130226445288478,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.139086294846733,0.149655456871051,0.139648487242398,0.149610533356174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1330.0169,-40.0224,24614,964.140582304248,0.139475853471342,1098.61491288749,0.13056837901953,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.139475853471342,0.150050949144563,0.140061048488458,0.150024625598379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1331.017,-40.0176,24617.5,964.27767875497,0.139854429655134,1099.13618354642,0.130900560967952,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.139854429655134,0.150478169343003,0.140438945153689,0.150443045994572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1332.017,-40.0016,24599,963.553026086869,0.140257514915342,1098.69857901497,0.131254127173653,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.140257514915342,0.150900962389127,0.140865599144422,0.150895269724693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1333.0168,-39.9992,24588,963.122151527458,0.140575496860039,1098.51352651534,0.131532956833795,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.140575496860039,0.151190940865789,0.141196142775153,0.151179401734676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1334.0171,-39.9856,24579.5,962.789203004277,0.141040236440502,1098.58121983836,0.131940334447919,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.141040236440502,0.151734004883149,0.14164552810978,0.151682116830626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1335.0171,-39.9752,24564.5,962.201646786898,0.141455194609699,1098.31006798691,0.132303934889895,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.141455194609699,0.15217967154957,0.142049567374401,0.152147353561111,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1336.017,-39.9704,24551.5,961.692431398503,0.141832922728564,1098.09207970969,0.132634798191326,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.141832922728564,0.15263493037934,0.142401465553016,0.152524395687698,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1337.017,-39.9568,24540,961.241971631846,0.142200262052063,1097.93083189334,0.132956456676075,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.142200262052063,0.152995743293049,0.142770316227488,0.152865319036941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1338.0163,-39.9512,24522,960.536904170991,0.142603050489545,1097.51239681356,0.133309037083713,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.142603050489545,0.153414847045577,0.143130751707014,0.15323318039814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1339.0163,-39.9384,24515.5,960.282296476794,0.14301580368993,1097.61784087663,0.133670211217465,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.14301580368993,0.153875270886382,0.143687007343821,0.153834786178012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1340.0163,-39.9304,24505.5,959.890592331874,0.143401546022363,1097.54038728459,0.134007631974127,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.143401546022363,0.154267811725018,0.144003144981833,0.154083918704827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1341.0164,-39.9176,24481,958.930917176822,0.143780164609403,1096.80616229755,0.134338710688808,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.143780164609403,0.154670682585723,0.14444201589564,0.154610766927242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1342.0164,-39.9144,24480.5,958.911331969576,0.144139828945304,1097.12864733338,0.134653113587403,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.144139828945304,0.155043301238938,0.144756986315351,0.154868059875205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1343.0165,-39.904,24466,958.343360959443,0.144558179374213,1096.8797324351,0.135018692997222,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.144558179374213,0.155480113600728,0.145219638876513,0.155371541133804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1344.0165,-39.896,24436.5,957.187833731932,0.144973349559642,1095.95456014579,0.135381361241562,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.144973349559642,0.155932420995622,0.145506850127182,0.155831309352158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1345.0166,-39.8832,24428,956.85488520875,0.145360745618685,1095.94402477158,0.135719649060403,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.145360745618685,0.156358903335343,0.14586724887057,0.156242694327122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1346.0166,-39.8832,24408,956.071476918912,0.145789442439713,1095.45660447143,0.136093868811046,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.145789442439713,0.15678833710994,0.146325621484365,0.15673217621175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1347.0167,-39.8672,24395.5,955.581846737763,0.146160852474865,1095.25050406646,0.136417968368726,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.146160852474865,0.157231052341484,0.146708833520994,0.157163482137299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1348.0167,-39.8568,24385.5,955.190142592843,0.146607952304828,1095.22861346014,0.136807977020884,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.146607952304828,0.157722466248498,0.147121268892009,0.157648024317654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1349.0168,-39.8464,24336,953.251207075493,0.146920761053466,1093.30359989416,0.137080752110862,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.146920761053466,0.158045648367524,0.147467408528036,0.157974467844434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1350.0168,-39.8488,24343,953.525399976937,0.147320369247469,1093.99911398838,0.137429109737937,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.147320369247469,0.158452946380545,0.147883741830532,0.158411630195149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1351.0168,-39.8408,24321.5,952.68323606536,0.147708146935729,1093.40231148131,0.137767038168208,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.147708146935729,0.158908205210316,0.148256300051757,0.158825499280251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1352.0169,-39.8224,24300,951.841072153784,0.148080362632563,1092.79004328688,0.138091297740502,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.148080362632563,0.159322143951809,0.148687500344497,0.159263484195058,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1353.0169,-39.82,24278.5,950.998908242207,0.14847687538958,1092.20025463691,0.138436608324878,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.14847687538958,0.159763383465914,0.149039048447173,0.159694943359987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1354.017,-39.8072,24265.5,950.489692853812,0.148866221997956,1091.98550247696,0.13877556214727,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.148866221997956,0.160159613598146,0.149479419193496,0.16013845291445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1355.017,-39.796,24247.5,949.784625392958,0.149218380959246,1091.50994945408,0.139082042564565,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.149218380959246,0.16060232882969,0.149851359882453,0.160573963366368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1356.0171,-39.7912,24227.5,949.001217103119,0.149574949858161,1090.94802656665,0.139392265233993,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.149574949858161,0.160988966798571,0.150165905633229,0.160861075259127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1357.0171,-39.7776,24201,947.963201119083,0.150037696486043,1090.19341616853,0.139794721391002,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.150037696486043,0.161537195826966,0.150612212938327,0.161413261350234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1358.0172,-39.7672,24178,947.062281585769,0.150388540946695,1089.4895962991,0.140099747005528,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.150388540946695,0.161926785230725,0.150982138452383,0.161827017519411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1359.0172,-39.7568,24145.5,945.789243114781,0.150790354109511,1088.40513799703,0.140448970760154,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.150790354109511,0.162393111941284,0.151342017512296,0.162221994027537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1360.0162,-39.7544,24139,945.534635420584,0.151211884781899,1088.5107097691,0.140815200358004,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.151211884781899,0.162885263707017,0.151810775009741,0.16282221910175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1361.0163,-39.7384,24103,944.124500498874,0.151584694124182,1087.23932412214,0.141138988702103,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.151584694124182,0.163336095384472,0.152170098738555,0.163229250069443,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1362.0163,-39.736,24073,942.949388064117,0.152035652649567,1086.31131369395,0.141530510275332,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.152035652649567,0.16388137297799,0.152627341015423,0.163786929260879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1363.0164,-39.7224,24053,942.165979774278,0.15242491445145,1085.77554864044,0.141868343615718,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.15242491445145,0.164341796818796,0.153054768315613,0.164284908458936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1364.0164,-39.7152,24015.5,940.697089230831,0.152810656783883,1084.44562927088,0.142203009921276,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.152810656783883,0.164839113595563,0.153391262938929,0.164694193688966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1365.0165,-39.6992,23989.5,939.678658454041,0.153222477112848,1083.65855019245,0.142560177671634,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.153222477112848,0.165371109732135,0.153862125874059,0.165143192142361,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1366.0165,-39.6936,23963,938.640642470005,0.153647908883904,1082.86081437897,0.142929016578633,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.153647908883904,0.165914173749495,0.154209733343474,0.165572029697469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1367.0165,-39.6784,23925.5,937.171751926558,0.154051121353851,1081.544111212,0.143278466371493,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.154051121353851,0.166429199135525,0.154610816589699,0.166111260457091,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1368.0166,-39.6808,23897.5,936.074980320784,0.154454673049769,1080.6561353563,0.14362808793277,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.154454673049769,0.166955292402342,0.155155654606634,0.166693942150747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1369.0166,-39.6704,23857.5,934.508163741107,0.154855256518439,1079.22166515581,0.143975017089016,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.154855256518439,0.167462939201179,0.155596000243494,0.167228822933459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1370.0167,-39.6624,23813,932.765080296216,0.155279246579118,1077.60413919992,0.144342086681606,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.155279246579118,0.168020760392924,0.156047074322454,0.167821498403967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1371.0167,-39.644,23783.5,931.609553068704,0.155729865878532,1076.68898381925,0.14473206290688,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.155729865878532,0.168625066683982,0.156543819223023,0.168517794537903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1372.0168,-39.652,23746,930.140662525257,0.156105813061048,1075.3410269099,0.145057299851058,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.156105813061048,0.169120169884591,0.156996666317717,0.169166975375066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1373.0168,-39.6304,23711.5,928.789283225286,0.15656703317206,1074.20706574187,0.145456163112568,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.15656703317206,0.169740709067472,0.157481529645192,0.169789842936969,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1374.0169,-39.628,23665.5,926.987444158657,0.156952605891507,1072.48053914807,0.145789484443847,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.156952605891507,0.17032509317311,0.157894650643308,0.170403553745854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1375.0169,-39.62,23627.5,925.498968407964,0.157340637999245,1071.11756656492,0.146124819745368,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.157340637999245,0.170862992179435,0.158272506705491,0.170956360770783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1376.017,-39.6096,23584.5,923.814640584811,0.157767808303404,1069.56285170847,0.146493848081547,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.157767808303404,0.171493861384385,0.158817392169647,0.171606951754352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1377.017,-39.5968,23534,921.836534652969,0.158131543350959,1067.60796859494,0.146807967993784,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.158131543350959,0.172087837653373,0.159318897190197,0.172365203923148,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1378.017,-39.5888,23507.5,920.798518668933,0.158569017643991,1066.80863522231,0.147185638121377,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.158569017643991,0.172646396703837,0.159739111869515,0.173115194058705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1379.0171,-39.5784,23468,919.251287296502,0.158910703003422,1065.33015559759,0.147480514800437,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.158910703003422,0.173220450787406,0.160084631423482,0.173771694297039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1380.0171,-39.5752,23394,916.352676624099,0.159341816809495,1062.36597695563,0.147852444784214,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.159341816809495,0.173831397806936,0.160556256145565,0.174296465769069,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1381.0172,-39.5648,23364.5,915.197149396588,0.159782047313542,1061.42922362269,0.148232097217743,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.159782047313542,0.174452674848536,0.161164199316697,0.175218609020463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1382.016,-39.5464,23315,913.258213879237,0.160173217261513,1059.53772018678,0.148569319195814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.160173217261513,0.17507026259654,0.161722141779441,0.175939108483733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1383.0163,-39.544,23259,911.06467066769,0.160629179369973,1057.40824107002,0.148962254083324,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.160629179369973,0.175757209064152,0.162184297609701,0.176525409740426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1384.0163,-39.5336,23206.5,909.008223906863,0.161049395541723,1055.40344890952,0.149324247496951,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.161049395541723,0.176461864141025,0.162550150826305,0.177168298524205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1385.0164,-39.5304,23162.5,907.284725669219,0.161526559273378,1053.83530568786,0.149735139323657,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.161526559273378,0.177185703544599,0.16310815981686,0.178024551749962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1386.0164,-39.5232,23093,904.56238186203,0.161885375544352,1050.99780275306,0.150044009454217,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.161885375544352,0.177826164912899,0.163524549774753,0.178713520548107,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1387.0165,-39.512,23045.5,902.701787173664,0.162373606523315,1049.27673197209,0.150464126996979,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.162373606523315,0.178591324404751,0.164110395373373,0.179604366686749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1388.0165,-39.4936,22975,899.940272951983,0.16277872713935,1046.43140508455,0.150812595021434,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.16277872713935,0.179211863587631,0.164569023602318,0.180324463225579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1389.0165,-39.4936,22914,897.550877667975,0.16322620859853,1044.054704454,0.151197359006949,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.16322620859853,0.179942343719679,0.165201759861361,0.181316303650663,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1390.0166,-39.4808,22854.5,895.220238005706,0.163671442685652,1041.74222588149,0.1515800437308,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.163671442685652,0.180676513145322,0.16568022684494,0.182047893055522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1391.0166,-39.4704,22794,892.850427928944,0.164092761341808,1039.36072011302,0.151942038008423,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.164092761341808,0.181369362482688,0.166215485132726,0.182971279307958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1392.0167,-39.4624,22717,889.834306013066,0.164540794043192,1036.24834929133,0.152326841109689,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.164540794043192,0.182122716235031,0.166421390188417,0.183267460275962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1393.0167,-39.46,22644.5,886.994450962402,0.164985519291357,1033.33569106299,0.152708657147587,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.164985519291357,0.182875332128656,0.166710520470489,0.183887551508783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1394.0167,-39.4464,22588.5,884.800907750854,0.165382371274345,1031.13137998038,0.153049248852811,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.165382371274345,0.183555637867795,0.167238050578566,0.184700320304388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1395.0168,-39.436,22499.5,881.314740861072,0.165860637490406,1027.49016560998,0.153459558907124,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.165860637490406,0.184361379589205,0.167589584347695,0.185138397989023,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1396.0168,-39.4304,22429,878.553226639392,0.16630044396199,1024.65701827376,0.153836725373279,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.16630044396199,0.185152364136229,0.166266789636959,0.183016921496972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1397.0169,-39.4152,22355,875.654615966989,0.166771035190454,1021.6884427411,0.154240134560739,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.166771035190454,0.1859374458135,0.166856382517183,0.184064189730581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1398.0169,-39.4072,22279.5,872.697249672849,0.167194431605684,1018.60737029574,0.15460294748655,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.167194431605684,0.18664579018397,0.166431956664726,0.183364003102628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1399.017,-39.4048,22202,869.661542549725,0.167660697703016,1015.46960353909,0.155002343661222,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.167660697703016,0.187440464024591,0.16494861272493,0.180512096350012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1400.017,-39.3888,22113.5,866.194960867189,0.168171572015553,1011.86432910817,0.155439767467123,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.168171572015553,0.188327370205117,0.165116187076048,0.180821949023822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1401.0171,-39.3936,22026,862.767549599146,0.168579067213386,1008.21209833255,0.155788538273149,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.168579067213386,0.189037190293026,0.166246982926561,0.182763170581593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1402.0171,-39.3728,21922.5,858.713411699231,0.169070987274786,1003.89693600132,0.156209405432215,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.169070987274786,0.18995508653976,0.163624402069338,0.178271508855071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1403.0171,-39.3728,21852,855.951897477551,0.169493069189377,1001.02981165949,0.156570380722165,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.169493069189377,0.190630227267864,0.160923991310526,0.173497329411473,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1404.0172,-39.3568,21738.5,851.506055432717,0.169946699119284,996.216698833589,0.15695819146364,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.169946699119284,0.191457366892132,0.161990763039421,0.175352815864868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1405.0162,-39.3464,21656,848.274496237133,0.170342915053577,992.772046691771,0.157296795656625,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.170342915053577,0.19216718698004,0.158260164425119,0.168803055896022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1406.0163,-39.3384,21559.5,844.494551238663,0.170813803104766,988.745877236992,0.157699065230367,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.170813803104766,0.192993588745588,0.156622577726407,0.165826896158176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1407.0163,-39.3256,21446,840.048709193829,0.171306189601876,983.954252645798,0.158119527466203,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.171306189601876,0.193848029142468,0.155200692854059,0.163100785497694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1408.0164,-39.32,21330.5,835.524526320012,0.171669076584503,978.958250217073,0.158429293421282,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.171669076584503,0.194550470643184,0.154558302983606,0.162010048354805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1409.0164,-39.3072,21250,832.371307953412,0.172215739236996,975.718748072274,0.158895752061839,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.172215739236996,0.195477959053268,0.154279496025032,0.161519892740447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1410.0165,-39.3016,21119,827.239983654969,0.172693284597869,970.098773583033,0.159303056023418,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.172693284597869,0.196285176492116,0.154325767147205,0.161451362368942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1411.0165,-39.2912,21003.5,822.715800781152,0.17317108437822,965.18638813752,0.159710411020814,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.17317108437822,0.197183150553431,0.154824375032964,0.162294498082941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1412.0165,-39.2968,20865,817.290698374021,0.173676149446001,959.234599845654,0.160140831091025,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.173676149446001,0.198059726711887,0.154482998457441,0.161796772789029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1413.0166,-39.2808,20745,812.590248634989,0.174156111791919,954.107806817287,0.160549686834707,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.174156111791919,0.198926710706994,0.154362770475144,0.161628163411809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1414.0166,-39.2752,20604,807.067220191628,0.174662576166831,948.031660010101,0.160980937135428,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.174662576166831,0.199830587638063,0.154423120036134,0.161789658189253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1415.0167,-39.2568,20428,800.173227241049,0.175169761396932,940.339380533077,0.161412614944835,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.175169761396932,0.200730775275535,0.153679972638759,0.160451774975773,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1416.0167,-39.236,20214,791.790758539777,0.175706501689769,930.91354279309,0.16186924493476,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.175706501689769,0.201720981676754,0.153765032497056,0.160561018725016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1417.0168,-39.244,19895.5,779.314981524099,0.176363964025086,916.758060889826,0.162428294811899,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.176363964025086,0.202810061146352,0.153743942249537,0.160601185953141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +1418.0168,-39.2232,19403.5,760.043137594072,0.177117088084264,894.659764943162,0.163068303435899,"S191107-ERR-174","DP980","A36R19W18","E191120-WEL-002",NA,0.00025,0.177117088084264,0.204162556178718,0.154247867460052,0.161460067838814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R01T1.424W17.93-S","0.00025 mm/mm/s" +0,-45.0128,-6.5,-0.255651561238519,0,-0.255651561238519,0,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0,0,-2.0529271905051e-18,-9.96353996458474e-19,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +0.200300000000027,-45.0104,-13,-0.511303122477039,-3.01100205625888e-05,-0.511287727129508,-3.01104738784035e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-3.01100205625888e-05,-1.00213877153659e-05,-2.23764835336639e-05,-4.99036484001491e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +0.450199999999995,-45.0128,-10,-0.393310094213107,-2.21638861213638e-05,-0.393301376932968,-2.21641317439713e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-2.21638861213638e-05,1.42572472187348e-05,-2.42711606730617e-05,5.61383921422636e-07,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +0.700300000000027,-45.0184,-6.5,-0.255651561238519,3.23604604322809e-06,-0.255652388538742,3.23604080714562e-06,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,3.23604604322809e-06,4.4353871884692e-05,7.21659002798872e-06,4.55682488716191e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +0.950300000000027,-45.0208,-6.5,-0.255651561238519,-1.82775316390278e-05,-0.25564688855902,-1.82776986751938e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-1.82775316390278e-05,1.8390410276571e-05,-2.37915986039202e-05,8.05391275529517e-07,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1.19929999999999,-45.0152,-5,-0.196655047106553,-7.73082059662541e-06,-0.196653526801664,-7.73085047952182e-06,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-7.73082059662541e-06,2.04562909318309e-05,-9.07417806130849e-06,1.04329775869606e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1.44929999999999,-45.0232,-5,-0.196655047106553,-4.92209526647694e-06,-0.196654079151676,-4.92210738003034e-06,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-4.92209526647694e-06,2.46402120030577e-05,4.94149942137154e-07,1.76013505127823e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1.69909999999999,-45.0128,-18,-0.707958169583592,-4.89357471435076e-05,-0.707923525121617,-4.89369445362239e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-4.89357471435076e-05,-3.06041752892561e-05,-6.23816783911784e-05,-4.77547621016806e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1.94929999999999,-45.0104,0,0,-2.67560680898703e-05,0,-2.67564260398585e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-2.67560680898703e-05,-5.27662010657059e-06,-3.45767545853165e-05,-1.32575363902261e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +2.19909999999999,-45.0072,97.5,3.83477341857779,-1.05594301825865e-05,3.83473292555561,-1.05594859337527e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-1.05594301825865e-05,2.16665892015743e-05,-1.17069829555344e-05,9.26562935129533e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +2.44940000000003,-45.0184,200.5,7.88586738897279,2.18917601169337e-05,7.88604002448998,2.18915204958266e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,2.18917601169337e-05,4.34121189182606e-05,2.39350531435354e-05,3.56657377469864e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +2.69940000000003,-45.0184,342,13.4512052220882,3.82227121447005e-05,13.4517193636334,3.82219816754605e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,3.82227121447005e-05,5.53955842003976e-05,3.01456958197765e-05,5.28190857718268e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +2.94940000000003,-45.0128,414,16.2830379004226,6.01873953320433e-05,16.2840179340619,6.01855841434847e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,6.01873953320433e-05,6.81677168705916e-05,4.73968158707084e-05,6.2692660711572e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +3.19940000000003,-45.0072,519.5,20.4324593943709,7.38566552900275e-05,20.4339684674811,7.38539280215462e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,7.38566552900275e-05,0.000107411481492188,7.04924325217949e-05,9.36215636489873e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +3.44920000000002,-45.0072,602,23.677267671629,0.000113329658914994,23.6799510082983,0.000113323237594436,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000113329658914994,0.000113582859136881,0.000106410846507894,0.000114705712398154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +3.69940000000003,-45.0048,718.5,28.2593302692117,0.000118151060988133,28.2626691390658,0.000118144081701354,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000118151060988133,0.00014828717526482,0.000115479918202264,0.00013654741994679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +3.94940000000003,-45.0104,792.5,31.1698249663887,0.000153752358340477,31.1746174004863,0.000153740539658157,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000153752358340477,0.000168552017003873,0.00014149325033026,0.000166405168275821,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +4.19940000000003,-44.9968,911,35.830549582814,0.00016525682063891,35.8364708255198,0.000165243167234756,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00016525682063891,0.000210244413114039,0.000165643603364334,0.000188595326895808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +4.44920000000002,-44.9968,988,38.8590373082549,0.000167129926016825,38.8655318162853,0.000167115961366696,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000167129926016825,0.000203561028764533,0.000172107485993782,0.000197929451724053,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +4.69940000000003,-44.9968,1104.5,43.4410999058376,0.000188925868611229,43.4493070533707,0.000188908024366732,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000188925868611229,0.000215404319300339,0.000182037895274381,0.000204238723420063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +4.94940000000003,-44.9864,1192,46.8825632302023,0.000204612808174123,46.8921560031192,0.000204591877828471,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000204612808174123,0.000240975144066436,0.0001968395959691,0.000228903716920315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +5.19920000000002,-44.9888,1307.5,51.4252948183637,0.000240281516969457,51.4376513662133,0.000240252653989234,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000240281516969457,0.000270869253112018,0.000237024550234929,0.000265564871100163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +5.4495,-44.9864,1409.5,55.4370577793374,0.000224963432471903,55.4495290901416,0.000224938131993212,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000224963432471903,0.000241853080635187,0.000204954275280036,0.000224119762157363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +5.69929999999999,-44.9816,1554,61.1203886407168,0.000301642888940511,61.1388251713195,0.00030159740387079,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000301642888940511,0.000317038387960855,0.000293350718015855,0.000299318069710331,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +5.94929999999999,-44.976,1641,64.5421864603708,0.000292315519470739,64.5610531431337,0.000292272803613406,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000292315519470739,0.000325345586081596,0.000287919222100305,0.000308546551376682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +6.1995,-44.9784,1762.5,69.32090410506,0.000318372797998806,69.3429739952597,0.0003183221281338,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000318372797998806,0.000357047211592202,0.000304400772112918,0.000329329981803942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +6.4495,-44.9784,1844.5,72.5460468776075,0.00033858351175456,72.5706097729232,0.00033852620529241,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00033858351175456,0.000377815206894252,0.00032917433199234,0.000357433231533399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +6.69929999999999,-44.9784,1961.5,77.1477749799009,0.000355741631865671,77.1752196552671,0.000355678370813874,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000355741631865671,0.000385325622246743,0.000352652710562875,0.000378311819393595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +6.94959999999998,-44.9816,2026,79.6846250875754,0.000381366459627326,79.7150141309318,0.000381293757922418,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000381366459627326,0.000393345093256643,0.00037982377013995,0.000399324641010366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +7.1995,-44.9816,2127.5,83.6767225438384,0.000376393275814576,83.7082178995461,0.000376322457635241,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000376393275814576,0.000396576490038988,0.00036915528467033,0.000383854101024287,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +7.44959999999998,-44.9736,2198.5,86.4692242127515,0.000411273397918192,86.5047867044088,0.000411188848195566,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000411273397918192,0.000425636928225421,0.000411091772684721,0.000427245767762614,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +7.69929999999999,-44.9656,2308.5,90.7956352490957,0.000411205562503827,90.8329709193612,0.000411121040666302,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000411205562503827,0.000442295590176245,0.000409105764198065,0.000436444912298846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +7.94959999999998,-44.9656,2395.5,94.2174330687497,0.000448701587772684,94.2597085805635,0.000448600951318035,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000448701587772684,0.000464952255743687,0.000444594772836396,0.000464251139799298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +8.19940000000003,-44.96,2502.5,98.4258510768299,0.000449002607423658,98.4700445406013,0.000448901835916335,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000449002607423658,0.000477737668126605,0.000453079199307152,0.000477840264116458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +8.44940000000003,-44.96,2576,101.316680269296,0.000475882390350399,101.364895093285,0.000475769194236225,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000475882390350399,0.000515739779600899,0.000474681871307929,0.00050248329505423,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +8.69959999999998,-44.952,2696,106.036401399854,0.000491191995421064,106.088485631445,0.000491071400121635,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000491191995421064,0.00052372236251977,0.000477562159650601,0.000500081880586125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +8.94940000000003,-44.9552,2775,109.143551144137,0.000510974498123852,109.199320715406,0.000510843995108811,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000510974498123852,0.000551454829425741,0.000524502866100002,0.000544565079864937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +9.19959999999998,-44.9496,2903.5,114.197585854775,0.000527683208615073,114.257846003295,0.0005275440327892,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000527683208615073,0.00055756349731558,0.000518935957978542,0.000547075088522508,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +9.44959999999998,-44.9472,2958,116.341125868237,0.000547919360651195,116.40487142354,0.000547769307647146,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000547919360651195,0.00057192034238046,0.000541909244906444,0.000565081384883999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +9.69970000000001,-44.944,3086,121.375495074165,0.000571343777160543,121.444842207975,0.000571180622446761,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000571343777160543,0.000595853335900584,0.000563788845732015,0.000580146890314024,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +9.94940000000003,-44.9496,3168.5,124.620303351423,0.000569202721895862,124.691237567294,0.000569040787472545,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000569202721895862,0.000594517987002073,0.000564404424319004,0.000570847345166507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +10.1995,-44.9368,3281.5,129.064707416031,0.000626765310664853,129.14560069747,0.000626568975320702,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000626765310664853,0.000650484598853114,0.000618474511304219,0.000635833952318245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +10.4497,-44.9336,3357,132.03419862734,0.000637228923324608,132.118334637573,0.000637025979184164,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000637228923324608,0.000646050650300016,0.000627019403989873,0.000649085735865387,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +10.6995,-44.9496,3466,136.321278654263,0.000635253216882472,136.407877185058,0.000635051528968478,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000635253216882472,0.000646795789740747,0.000633365010885223,0.000651023435183178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +10.9495,-44.9392,3549.5,139.605417940942,0.000665863947597062,139.698376155638,0.00066564235855878,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000665863947597062,0.000694794573909276,0.000665748485452037,0.000688269736133522,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +11.1995,-44.9288,3665,144.148149529104,0.000675886630063817,144.245577336119,0.000675658321563427,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000675886630063817,0.000713932115583664,0.000677783545939509,0.000705963009286934,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +11.4498,-44.9312,3753.5,147.62894386289,0.000705539185551001,147.733101867707,0.000705290409787034,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000705539185551001,0.000728340603975934,0.00070012323138508,0.000723127664489297,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +11.6995,-44.9208,3872,152.289668479315,0.000722379327157357,152.399679387564,0.000722118536796686,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000722379327157357,0.000742963043296855,0.000714586410905601,0.000736889135641766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +11.9495,-44.9288,3944,155.121501157649,0.000744510631081218,155.23699076437,0.000744233620524387,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000744510631081218,0.000779718337291449,0.000746570719742742,0.000771876283348239,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +12.1996,-44.9288,4059.5,159.664232745811,0.000786068301782711,159.789739738101,0.000785759511904455,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000786068301782711,0.000804027589341094,0.000776607197180738,0.000799761569038025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +12.4495,-44.9208,4136.5,162.692720471252,0.000766972632649866,162.817501335385,0.000766678659443514,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000766972632649866,0.0007736834455838,0.00076006009979099,0.00076224344207549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +12.6996,-44.9232,4243.5,166.901138479332,0.000783901808237662,167.031972583583,0.000783594717690551,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000783901808237662,0.00080852055883976,0.00079021005894321,0.000810948141038034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +12.9496,-44.9232,4314.5,169.693640148245,0.000812888728721826,169.831582195657,0.000812558513619093,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000812888728721826,0.000835625928196529,0.000815997554721421,0.000839581025769621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +13.1996,-44.9128,4424.5,174.020051184589,0.000841553430987941,174.166498355724,0.000841199523440237,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000841553430987941,0.000879116987629901,0.000846046756325777,0.000867972327101462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +13.4498,-44.9152,4500,176.989542395898,0.000851622750301988,177.140270716768,0.000851260325399111,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000851622750301988,0.000874963388569465,0.000847223832717888,0.000874757448148523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +13.6996,-44.9104,4627,181.984580592404,0.000849685201280404,182.139210197395,0.000849324423160599,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000849685201280404,0.000875929856556896,0.00084852836004578,0.000871594119777162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +13.9496,-44.9072,4705.5,185.072064831977,0.000886159455620784,185.236068192199,0.000885767048137102,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000886159455620784,0.000896579809967286,0.000877889444267539,0.000887164355355232,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +14.1999,-44.9072,4827.5,189.870447981377,0.000895953193564075,190.040563015609,0.000895552067077465,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000895953193564075,0.000923773710742735,0.000884470869179862,0.000914722283340997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +14.4499,-44.9104,4898,192.64328414558,0.000918661098509666,192.820258036614,0.000918239387655872,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000918661098509666,0.000926791156596429,0.000915710379145802,0.000913589460971061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +14.6996,-44.9024,5010,197.048357200766,0.000929519004515281,197.231517393593,0.000929087269242159,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000929519004515281,0.000984366089220462,0.000933729648161334,0.000983326222750579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +14.9497,-44.9048,5087,200.076844926207,0.000954240773323712,200.267766409434,0.000953785775025832,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000954240773323712,0.00101184771710662,0.000948025514119369,0.000983659349307946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +15.1997,-44.9024,5192,204.206600915445,0.000973900324337953,204.405477790308,0.000973426391101184,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000973900324337953,0.00101710058128251,0.00096623394301368,0.00101410840189164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +15.4497,-44.8944,5273,207.392412678571,0.0009961630593771,207.599009338876,0.000995667218221782,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0009961630593771,0.00104447154489532,0.000995874076363799,0.00102806077203173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +15.6999,-44.9,5381.5,211.659827200783,0.00101922286053455,211.875555735323,0.00101870380557337,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00101922286053455,0.00104592493568562,0.00101918487842218,0.00103181167147061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +15.9499,-44.9128,5452,214.432663364986,0.00104673860047065,214.657118310932,0.0010461911516124,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00104673860047065,0.00108864872282359,0.00105166973323689,0.00107085340125436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +16.2,-44.8864,5574,219.231046514386,0.00105436160515545,219.462195312489,0.00105380615635325,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00105436160515545,0.00109041197357914,0.00105672780884497,0.00107683328079407,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +16.4497,-44.8888,5647.5,222.121875706852,0.00108030017170841,222.361834007318,0.00107971706739186,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00108030017170841,0.00109873392693638,0.00106902077167654,0.00109906909094665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +16.7,-44.8968,5776,227.17591041749,0.00109080194178857,227.423714341701,0.00109020744962666,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00109080194178857,0.00110667224414591,0.00108077581410501,0.00109078106331213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +16.9497,-44.8784,5844.5,229.87008456285,0.00109455832785694,230.121690778233,0.00109395973564669,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00109455832785694,0.00111537783365084,0.00109066202990319,0.00111795307330531,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +17.1998,-44.8816,5957,234.294823122748,0.00112008988192386,234.557254383515,0.00111946304928106,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00112008988192386,0.00114605397022831,0.00113393162142854,0.00114919566716145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +17.45,-44.8784,6033.5,237.303645343478,0.00115376168570998,237.577437197355,0.00115309661420317,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00115376168570998,0.00120435190943815,0.00115781037603135,0.00118188017808734,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +17.6998,-44.8704,6141,241.531728856269,0.00116556080808922,241.813248773334,0.00116488206944673,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00116556080808922,0.00120469865749482,0.00117039457671771,0.00119348809958715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +17.9498,-44.8736,6210,244.245568506339,0.00121260042821098,244.541740787298,0.00121186582210748,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00121260042821098,0.00127071358536735,0.00121856827702127,0.0012641386253806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +18.2,-44.8704,6317,248.453986514419,0.00121940940792384,248.756953643011,0.00121866653212363,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00121940940792384,0.00123048343318931,0.00122547844254549,0.00124522113985798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +18.4498,-44.8632,6389,251.285819192754,0.00121394865707065,251.590867275504,0.00121321241717763,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00121394865707065,0.00122950220996551,0.001221272965962,0.00122617417190269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +18.6998,-44.86,6506,255.887547295047,0.00121923981938815,256.199535581995,0.00121849715011962,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00121923981938815,0.00123343448047912,0.0012160842626336,0.00122827782139998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +18.95,-44.86,6578,258.719379973382,0.00125383164098098,259.043770518128,0.00125304625051868,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00125383164098098,0.00128904696665531,0.00125328762412282,0.00128137054629979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +19.1999,-44.8552,6692,263.203115047411,0.00127541178216348,263.538807401445,0.00127459913545575,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00127541178216348,0.0012967196896088,0.0012764861566444,0.00129055230892088,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +19.4499,-44.8632,6769,266.231602772852,0.0012977338731901,266.577100541884,0.00129689254438921,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0012977338731901,0.00133099610387983,0.00130299071377294,0.00133425130360023,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +19.6999,-44.8496,6870.5,270.223700229115,0.00132064104466519,270.580568738879,0.00131976976529453,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00132064104466519,0.00136502905674923,0.00132026954984423,0.00134720236406793,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +19.9499,-44.8576,6954.5,273.527505020505,0.00132879401352458,273.890966731711,0.0013279119480617,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00132879401352458,0.00137073195563683,0.00133270157060756,0.00136030977133345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +20.1999,-44.8576,7069.5,278.050571103956,0.00134135204460173,278.423534806009,0.00134045323560436,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00134135204460173,0.00137082048705551,0.00134262136703678,0.00135942033920211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +20.4501,-44.8496,7152,281.295379381214,0.00137451508278033,281.68202412289,0.00137357130165263,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00137451508278033,0.00141905535500736,0.00137443579354528,0.0014020143636129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +20.7001,-44.852,7256,285.38580436103,0.00139661670871038,285.784378943829,0.00139564234669609,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00139661670871038,0.00142116535381945,0.00138847470648876,0.00141805804045071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +20.9499,-44.8472,7324.5,288.07997850639,0.00140264558115856,288.484052615262,0.0014016627927407,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00140264558115856,0.00144050946880405,0.00140562491953485,0.0014264540219814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +21.2002,-44.8392,7407,291.324786783648,0.00142420028406069,291.739691627739,0.00142318707273269,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00142420028406069,0.00143167108217109,0.00142775888395547,0.00144472265152116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +21.4499,-44.852,7484.5,294.3729400138,0.0014319377610073,294.794463742425,0.00143091351578524,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0014319377610073,0.00147991332774099,0.00142912599743212,0.00146140709927987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +21.7,-44.8368,7586,298.365037470063,0.00144586945922448,298.796434365441,0.00144482519643524,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00144586945922448,0.00146465641325282,0.00144862384185692,0.00147295630376408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +21.95,-44.8368,7656.5,301.137873634265,0.0014775358785745,301.582815646957,0.00147644539645715,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0014775358785745,0.0014889435324478,0.00147399443790493,0.00149213630278074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +22.2,-44.8392,7743.5,304.559671453919,0.00147880355287977,305.010055378129,0.00147771119969023,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00147880355287977,0.00151249288982035,0.00148836999736168,0.00151787628221058,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +22.4502,-44.8392,7829.5,307.942138264152,0.00150447501748872,308.405429518002,0.0015033444287691,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00150447501748872,0.00152710795152309,0.00150384336707097,0.00153107724685257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +22.7,-44.8184,7928,311.816242692151,0.00153103258219741,312.293643519371,0.00152986174671929,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00153103258219741,0.00154887930290347,0.00152289138961014,0.00155269640787165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +22.95,-44.8288,8002,314.726737389328,0.00154679159688797,315.213554062038,0.00154559654693586,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00154679159688797,0.00157121135326917,0.00155631839768969,0.00157722861599154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +23.2003,-44.8392,8118.5,319.308799986911,0.00155500392173483,319.805326423135,0.00155379615502914,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00155500392173483,0.0015779987620356,0.00156069557892651,0.00157310134442021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +23.4503,-44.8288,8197.5,322.415949731194,0.00157236978780218,322.922906829657,0.00157113490871573,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00157236978780218,0.00161010615654845,0.00158161343732284,0.0016038757714889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +23.699,-44.8152,8312.5,326.939015814645,0.00160089457952642,327.462410712898,0.00159961451378389,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00160089457952642,0.00163445229668938,0.00160657001973982,0.00163160726724814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +23.949,-44.8256,8383.5,329.731517483558,0.00162618870964314,330.267723154503,0.00162486789651718,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00162618870964314,0.00166257577736111,0.00162297344484815,0.00164160616999267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +24.1991,-44.8184,8469,333.09431878908,0.00162875797596079,333.636848817555,0.00162743298821652,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00162875797596079,0.00165949931056145,0.00163543850201813,0.0016514443860241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +24.4491,-44.8288,8528.5,335.434513849648,0.00163435863735615,335.982734144626,0.00163302452669081,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00163435863735615,0.00165876892635734,0.00163451299968253,0.00165145690767294,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +24.6991,-44.8184,8633,339.544604334175,0.00166435036991487,340.109725522001,0.00166296687370695,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00166435036991487,0.00168414793304946,0.0016565432022133,0.00168539517293974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +24.9491,-44.8072,8694,341.943795908875,0.00167271532444409,342.51577053639,0.00167131789428391,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00167271532444409,0.00170465033409534,0.00167867976055141,0.00169142737793231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +25.1991,-44.8104,8809.5,346.486527497036,0.00168273376719725,347.069572076734,0.00168131955700212,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00168273376719725,0.00172775703437449,0.00169597148464644,0.00172294953456576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +25.4493,-44.8184,8898,349.967321830822,0.00171791914866543,350.568537394402,0.00171644521339101,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00171791914866543,0.00173681674955414,0.00172232529144975,0.00174747805728385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +25.6994,-44.8104,9015,354.569049933116,0.00174591397621509,355.188096992928,0.00174439164006328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00174591397621509,0.00176121453302247,0.00174931738547391,0.00177851095943599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +25.9494,-44.8072,9089,357.479544630293,0.00176585758802697,358.110802596743,0.0017643002945526,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00176585758802697,0.00178902077611063,0.00176186725338328,0.00177645541563919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +26.1992,-44.8072,9187.5,361.353649058292,0.00178260445593875,361.997799683273,0.0017810175022762,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00178260445593875,0.00180964121904804,0.0017825860759292,0.00179629450393735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +26.4494,-44.7968,9253,363.929830175388,0.00179532359612484,364.583201986836,0.00179371392901165,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00179532359612484,0.00181002485519574,0.00179713418756551,0.001822782447317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +26.6994,-44.7864,9351.5,367.803934603387,0.00180068259385656,368.466232746379,0.0017990633085425,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00180068259385656,0.00182868285168543,0.00178957905427734,0.00181766525602283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +26.9492,-44.792,9416,370.340784711061,0.00183529561401646,371.020469528933,0.00183361351680362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00183529561401646,0.00184360777335369,0.00183467071795428,0.00185210874302914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +27.1995,-44.784,9519.5,374.411544186167,0.00185127933351703,375.104684540149,0.00184956782792275,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00185127933351703,0.00185362657890246,0.00184756476881921,0.00186052464482681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +27.4494,-44.784,9587,377.066387322105,0.00187469103088635,377.773270296467,0.00187293599075214,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00187469103088635,0.00189612165987555,0.00187762593774298,0.00189464356531239,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +27.6995,-44.7888,9693.5,381.255139825475,0.00188604922307244,381.974205785735,0.0018842728654177,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00188604922307244,0.00192061535238073,0.0018813629973168,0.00190885083829798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +27.9493,-44.7944,9761,383.909982961413,0.00190503041994363,384.641343157475,0.00190321815074688,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00190503041994363,0.00193581324592334,0.00190081084979058,0.00191962593085464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +28.1995,-44.7864,9878,388.511711063707,0.00193318211688893,389.262774955737,0.00193131592507903,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00193318211688893,0.00195233911074614,0.00193399424822388,0.00195350823475048,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +28.4495,-44.7784,9953.5,391.481202275016,0.00195469018294362,392.24642673791,0.00195278226194644,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00195469018294362,0.00198465307856933,0.00195384489412728,0.0019648473184426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +28.6993,-44.7784,10049,395.237313674751,0.00196596358086186,396.014335839233,0.00196403360355721,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00196596358086186,0.00199239957770514,0.00197063771972758,0.0019861484265973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +28.9493,-44.776,10127.5,398.324797914324,0.00197978504653083,399.113395392897,0.00197782785490236,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00197978504653083,0.00201379467055613,0.00198421972877044,0.00199623891011967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +29.1995,-44.7704,10223,402.080909314059,0.0019896805375956,402.88092187386,0.00198770374496436,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0019896805375956,0.00201910655567772,0.00199685313469201,0.0020186443827828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +29.4493,-44.776,10307,405.384714105449,0.00201599643864064,406.201968245365,0.00201396704486297,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00201599643864064,0.00204810059529988,0.00201062913258115,0.00203017844082576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +29.6993,-44.7656,10402,409.121160000473,0.00205138532635177,409.960425144798,0.00204928410858731,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00205138532635177,0.00208535756733357,0.00205715279766922,0.00207955860216737,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +29.9493,-44.7704,10463.5,411.540017079884,0.00205308121171001,412.384942156818,0.00205097652072119,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00205308121171001,0.00208004568221198,0.00206038292016188,0.00208544066247918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +30.1994,-44.7632,10556.5,415.197800956066,0.00206927691688027,416.056960181524,0.00206713891230846,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00206927691688027,0.00210726909346028,0.00207967327341474,0.00210146355368646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +30.4494,-44.76,10623,417.813313082583,0.0020844126937018,418.68420845597,0.00208224331962055,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0020844126937018,0.00212859041012921,0.00209602654880727,0.00212463696987377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +30.6994,-44.7552,10713,421.353103930501,0.00212562270790488,422.248741656262,0.00212336676824219,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00212562270790488,0.00214858375551742,0.00211939668945642,0.00213630570704348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +30.9494,-44.752,10767.5,423.496643943963,0.00212413880821648,424.396209600514,0.00212188601497785,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00212413880821648,0.00216518339652255,0.00211338875947051,0.0021445544176584,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +31.1996,-44.7496,10879,427.882051494439,0.00214105526466409,428.798170613446,0.00213876647221281,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00214105526466409,0.0021641505299711,0.00213243871790452,0.00215917299505251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +31.4496,-44.7496,10954.5,430.851542705748,0.0021572509698345,431.780997614105,0.00215492744497847,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0021572509698345,0.00218288968026143,0.00214958581575146,0.00217994332295124,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +31.6994,-44.7472,11053,434.725647133747,0.00218315561868021,435.674720872871,0.00218077599721248,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00218315561868021,0.00222029420465951,0.00217944191140359,0.00220302045628622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +31.9496,-44.7496,11119.5,437.341159260264,0.00220240391749511,438.304361142701,0.00219998218109646,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00220240391749511,0.00223571342674868,0.00220841924343271,0.0022387010880746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +32.1997,-44.7448,11218,441.215263688263,0.00222627350391105,442.197529539333,0.00222379902894552,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00222627350391105,0.00223209839381863,0.00222517363716741,0.0022468148632758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +32.4494,-44.7552,11282,443.732448291227,0.00223767833294459,444.725378776393,0.00223517845936438,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00223767833294459,0.00227961025518429,0.00224687934874161,0.002271992830565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +32.6994,-44.7448,11384,447.744211252201,0.00226095435948532,448.756540478566,0.00225840224825828,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00226095435948532,0.00229702143419416,0.00225658914150417,0.00227316748392321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +32.9495,-44.7392,11451.5,450.399054388139,0.00227744684459326,451.424814293363,0.00227485739334135,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00227744684459326,0.00231170289446078,0.00228378293351763,0.00231434593576673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +33.1995,-44.7448,11553,454.391151844402,0.00230305471350129,455.43763952843,0.00230040674782178,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00230305471350129,0.00232852386401273,0.00231101875954862,0.00233013712641815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +33.4495,-44.7264,11622.5,457.124656999183,0.0023214550696373,458.18585135163,0.00231876465579588,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0023214550696373,0.0023567801418126,0.00232554811946511,0.00234215304448875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +33.6995,-44.7264,11717.5,460.861102894208,0.00233349585568019,461.936520367856,0.00233077748228003,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00233349585568019,0.00234969762831702,0.00232765614536674,0.00234534156063936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +33.9497,-44.7392,11776.5,463.181632450065,0.00235287134589693,464.271439241003,0.00235010767829901,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00235287134589693,0.00236851055478954,0.0023511634414176,0.00236654354224346,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +34.1995,-44.7288,11892,467.724364038226,0.0023749602526868,468.83519081203,0.00237214449191792,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0023749602526868,0.00241026787394008,0.00237754100155488,0.00240022451362594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +34.4495,-44.7288,11951,470.044893594084,0.00240658851461627,471.176098236362,0.00240369731816132,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00240658851461627,0.00242819548622553,0.00240737427941123,0.00241802520254803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +34.6998,-44.7208,12030,473.152043338367,0.00242104593729444,474.297566170614,0.00241811992729733,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00242104593729444,0.00243734373282387,0.00241361754425397,0.00244942051563638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +34.9495,-44.7128,12087.5,475.413576380093,0.00243215398639045,476.56985540507,0.00242920108685219,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00243215398639045,0.00246412448697876,0.00242859274214126,0.00244511755461701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +35.1995,-44.7184,12187.5,479.346677322224,0.00244631462913094,480.519310111383,0.00244332727251612,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00244631462913094,0.00247615000468472,0.00245241648956625,0.00247401189651365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +35.4498,-44.7128,12239,481.372224307421,0.00245589638140455,482.554424611206,0.00245288559632968,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00245589638140455,0.00249466782642822,0.00246347998240287,0.0024850057930373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +35.6996,-44.7128,12331,484.990677174182,0.00248205541305409,486.194450909743,0.0024789802010306,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00248205541305409,0.00251230033398465,0.00249163054490638,0.00251436441992202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +35.9496,-44.7104,12383.5,487.055555168801,0.00250024378352011,488.273312792841,0.00249712337413888,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00250024378352011,0.00253103948427485,0.00250451901792366,0.00252922020523296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +36.1998,-44.7128,12487,491.126314643906,0.00252008564221053,492.363995017952,0.00251691555120538,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00252008564221053,0.00252366186605038,0.00251113486879207,0.00252502993167484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +36.4499,-44.708,12541.5,493.269854657368,0.00259584932058573,494.550308874446,0.00259248592306291,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00259584932058573,0.00262023488860886,0.00260496333406146,0.00263929427483366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +36.6999,-44.708,12645,497.340614132473,0.00258915057342108,498.62830386874,0.00258580449749358,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00258915057342108,0.00259920867666921,0.00257571390814768,0.00258509596620005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +36.9496,-44.6968,12717.5,500.192112315518,0.00260322642189373,501.494225638321,0.00259984389703899,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00260322642189373,0.00264664676185268,0.00259834511870612,0.00263739119182092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +37.1996,-44.7048,12814.5,504.007220229385,0.0025903376931718,505.312769129576,0.00258698855084907,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0025903376931718,0.00259736427211303,0.00258311591365971,0.00259419133510565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +37.4496,-44.7,12872,506.268753271111,0.00259538295211236,507.582714562538,0.00259202076196916,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00259538295211236,0.00262244817407638,0.00259564999873507,0.00261351602735752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +37.6997,-44.6968,12967,510.005199166135,0.00264914251796569,511.35627562363,0.00264563972482725,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00264914251796569,0.00268191177696568,0.00264355757856563,0.00266999393785849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +37.9499,-44.6968,13036.5,512.738704320916,0.00266427829478722,514.104782921735,0.0026607353968201,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00266427829478722,0.0027063316932888,0.00267041197866723,0.00269942710193469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +38.1999,-44.7,13113.5,515.767192046357,0.00270349564369438,517.161566403215,0.0026998477725368,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00270349564369438,0.00274410509859809,0.00269808942585631,0.00273251268412268,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +38.4497,-44.7024,13175.5,518.205714630479,0.00271930977465912,519.614876495558,0.00271561914097077,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00271930977465912,0.00274049006566817,0.00272392004623717,0.00273273337671605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +38.6997,-44.684,13271.5,521.981491534924,0.00273308884319409,523.408113325792,0.00272936074714856,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00273308884319409,0.00275362222610763,0.00273623160169974,0.00274903101266776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +38.95,-44.6864,13328.5,524.223359071939,0.00274665592605923,525.663220267713,0.00274289075950669,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00274665592605923,0.00278925612213197,0.00275066061404664,0.00279452496560221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +39.1997,-44.6864,13421,527.86147744341,0.00278311746125957,529.330577938409,0.00277925176066287,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00278311746125957,0.00282939036527316,0.00278248579030555,0.00281451885107031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +39.4497,-44.6864,13473.5,529.926355438029,0.00279286880206902,531.406370223526,0.00278897599038676,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00279286880206902,0.00283285784583869,0.00280404623570079,0.00284039083463203,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +39.7,-44.676,13567,533.603804818922,0.00283357005066458,535.115808579177,0.00282956305865888,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00283357005066458,0.00288605047323728,0.00283156985182025,0.00287829766488302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +39.95,-44.6736,13628,536.002996393622,0.00282415788692681,537.516753483303,0.00282017744554384,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00282415788692681,0.00287616446481653,0.00282866815464026,0.00286253006115156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +40.1998,-44.6736,13711.5,539.287135680301,0.00279295359633686,540.793339625358,0.00278906054849131,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00279295359633686,0.00277597640932787,0.00279891851673855,0.0027868570307229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +40.6997,-44.676,13863,545.24578360763,0.00290662031246681,546.830606077551,0.00290240425931442,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00290662031246681,0.00292766024002344,0.00290801135109296,0.00292726412180187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +40.9498,-44.668,13925.5,547.703971696462,0.00294791512093773,549.318556516424,0.0029435785396496,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00294791512093773,0.00298572209545008,0.00295582851099553,0.00299118994751605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +41.2001,-44.668,14014.5,551.204431534958,0.00300082674411202,552.858500534581,0.00299633325075682,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00300082674411202,0.0030347832566429,0.00299421428327244,0.00302446904644627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +41.4498,-44.6632,14072,553.465964576684,0.0029914993746421,555.121657663601,0.00298703374412509,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0029914993746421,0.00305241576419934,0.002980548618491,0.00303869439199326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +41.7001,-44.6576,14150.5,556.553448816256,0.00301613210946939,558.232087543867,0.00301159270835043,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00301613210946939,0.00305182555474156,0.00301343605774593,0.00304025834862693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +41.9499,-44.6576,14202,558.578995801454,0.00298238399084216,560.244892856153,0.00297794550636124,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00298238399084216,0.00302216752947904,0.00298651672327881,0.00301719711029618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +42.1999,-44.6552,14289,562.000793621108,0.00302957200093268,563.703415489965,0.0030249920954491,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00302957200093268,0.00305315352602189,0.00302908038503434,0.00304623480574354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +42.4501,-44.652,14345,564.203330148701,0.00307591206834417,565.938769980905,0.00307119112913657,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00307591206834417,0.00309859965428467,0.00306807008767201,0.00309194379436878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +42.6999,-44.6632,14438.5,567.880779529594,0.0030680262014288,569.623052640479,0.00306332941317008,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0030680262014288,0.00309623881645289,0.00306515266581626,0.00309003553506933,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +42.9502,-44.6472,14496.5,570.16197807603,0.0031341233332627,571.948936035257,0.00312922220654891,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0031341233332627,0.00316485066594065,0.00313268527482447,0.00315881637602818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +43.2001,-44.652,14565,572.85615222139,0.00313743030971103,574.653448476474,0.00313251884547322,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00313743030971103,0.00316839192268851,0.00312668602473121,0.0031637771645265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +43.4499,-44.6496,14614.5,574.803037187745,0.003186865367901,576.634857080323,0.00318179807546272,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.003186865367901,0.0032470373329614,0.00318000045495731,0.00324258456259841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +43.6999,-44.6368,14701.5,578.224835007399,0.0031600279821084,580.052041665972,0.00315504558726328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0031600279821084,0.00319605799103021,0.00316871109078805,0.00318919274982057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +43.9499,-44.6448,14757.5,580.427371534992,0.00317724121849355,582.271529304175,0.00317220445347168,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00317724121849355,0.00321457581277357,0.00318041203514836,0.0031941927193429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +44.2,-44.6312,14833,583.396862746301,0.00322892332478312,585.280606484028,0.00322372154628591,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00322892332478312,0.00323729887690502,0.00322585505224031,0.00323341605521191,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +44.4502,-44.6312,14879,585.206089179681,0.00327149004727275,587.120585076036,0.00326615036634735,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00327149004727275,0.00331697715372962,0.00326239196196849,0.00328767300125917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +44.6999,-44.6336,14966.5,588.647552504046,0.00329739469611846,590.588555821556,0.00329197021140144,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00329739469611846,0.00333084707599163,0.00328325806365117,0.00332356513356683,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +44.95,-44.6336,15009,590.319120404452,0.00327496661225692,592.252395814353,0.00326961558886695,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00327496661225692,0.00331609183954269,0.00327289545762279,0.00331238287583762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +45.2002,-44.6288,15068.5,592.65931546502,0.00331855086596128,594.626085549576,0.00331305662795288,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00331855086596128,0.00335401279721661,0.00332230224621216,0.0033565226610056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +45.4502,-44.6312,15136,595.314158600958,0.00332915014944977,597.296048821034,0.00332362079772039,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00332915014944977,0.00335984111561392,0.00333003248933954,0.00335513469162112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +45.7002,-44.6232,15226,598.853949448876,0.00336073601424539,600.866539484062,0.00335510136182357,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00336073601424539,0.00340137710621776,0.00335916114731418,0.0033787330753216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +45.9503,-44.6264,15274,600.741837901099,0.00338926928539622,602.77791376075,0.00338353865702975,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00338926928539622,0.00344911029613012,0.00339935382863052,0.0034377429728559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +46.2,-44.6184,15362.5,604.222632234885,0.00345952133635765,606.312953323012,0.00345355095822398,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00345952133635765,0.00350230292352871,0.00344982770539283,0.00349195933325736,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +46.4491,-44.6184,15407,605.972862154133,0.00344637822483188,608.0612738311,0.00344045307303779,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00344637822483188,0.0034886543298134,0.00344129915166807,0.00347938104060774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +46.6993,-44.6104,15481,608.88335685131,0.00349208233523415,611.009627665989,0.00348599917353698,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00349208233523415,0.00355822526967041,0.003488556830373,0.00354290651956618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +46.9491,-44.6128,15537,611.085893378904,0.00349835711105913,613.223690059474,0.0034922520940309,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00349835711105913,0.0035504049943524,0.00349637674176058,0.00352872318366918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +47.1991,-44.6128,15601,613.603077981868,0.00352277786021659,615.764665319943,0.00351658741241196,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00352277786021659,0.00354951968016547,0.00352167739193032,0.00354145875151066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +47.4491,-44.6024,15652,615.608959462355,0.00355033599728653,617.794578111386,0.00354404843202463,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00355033599728653,0.00360522069776034,0.0035423816656524,0.00358933316766435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +47.6994,-44.6048,15717.5,618.18514057945,0.00356292794607064,620.387689692666,0.00355659575460027,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00356292794607064,0.00359393294187694,0.00356210954522859,0.00358707776339577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +47.9494,-44.5968,15757,619.738715451592,0.00358039556525976,621.957625200015,0.00357400120739969,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00358039556525976,0.00359931860318071,0.00357910287965355,0.00359660571596469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +48.1994,-44.6104,15847.5,623.298171804221,0.00362788035528796,625.559422997197,0.0036213154703058,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00362788035528796,0.00368172659874829,0.00363074167990556,0.00366712926477343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +48.4491,-44.6,15898.5,625.304053284707,0.00366446908189,627.595460654749,0.00365777127268693,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00366446908189,0.00370769581489845,0.00365041471558824,0.00369546660252691,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +48.6994,-44.6,15951,627.368931279326,0.0036593390286816,629.664686894939,0.00365265993670043,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0036593390286816,0.00369227659280928,0.00366181922451524,0.00369471765969183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +48.9494,-44.6024,16010.5,629.709126339894,0.00368210628961466,632.027782274618,0.00367534393098257,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00368210628961466,0.00371898357078186,0.00368202248838154,0.00372380443563514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +49.1994,-44.5864,16063,631.774004334513,0.00371958535602989,634.123941669356,0.0037126848045861,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00371958535602989,0.00376575767032522,0.00370550856413083,0.00374950847215385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +49.4492,-44.5896,16110.5,633.642227282025,0.00375015368961048,636.01848301856,0.00374313939425031,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00375015368961048,0.00378346395406385,0.0037611092660869,0.00378793539737601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +49.6992,-44.5864,16193,636.887035559284,0.00375638606830176,639.279429146741,0.00374934846860992,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00375638606830176,0.0037896611533725,0.0037547369334023,0.00378933586201475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +49.9492,-44.584,16234,638.499606945557,0.00380013991054197,640.925994784776,0.00379293761958119,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00380013991054197,0.00384499329005616,0.00379252164774745,0.00383660144180133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +50.1992,-44.584,16303,641.213446595628,0.00383884849384176,643.674967869323,0.00383149891822917,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00383884849384176,0.00389597263198735,0.00382841394944017,0.00386454548933017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +50.4492,-44.5736,16357,643.337321104378,0.00382701969346871,645.799385701788,0.00381971528375017,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00382701969346871,0.00387398732967832,0.00382287728602236,0.00387776254682366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +50.6995,-44.5784,16421.5,645.874171212053,0.00388082165645589,648.380693683038,0.0038733106942895,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00388082165645589,0.00393367226111444,0.00388409117557916,0.00393201908295323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +50.9495,-44.5736,16466,647.624401131301,0.00391143238717048,650.157540188608,0.00390380262457299,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00391143238717048,0.00394960791647947,0.00390590346429193,0.00394970701226206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +51.1993,-44.5632,16535,650.338240781372,0.00390019714667278,652.87468813244,0.00389261109611226,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00390019714667278,0.00394274673153072,0.00388838741273237,0.00394885943910554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +51.4493,-44.56,16587.5,652.403118775991,0.00393309732262097,654.969083735718,0.00392538291640415,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00393309732262097,0.00398420894595224,0.00392764812602704,0.00396636648688422,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +51.6993,-44.5656,16648.5,654.802310350691,0.00399296207576359,657.416911143044,0.00398501136027038,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00399296207576359,0.0040292861933038,0.00399528635782216,0.00401702109109059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +51.9495,-44.568,16694.5,656.611536784071,0.0040046636847348,659.241045160408,0.00399666636306656,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0040046636847348,0.00406492008932814,0.00399774410902056,0.00405760353574036,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +52.1993,-44.5552,16743.5,658.538756245715,0.00406028872448221,661.212613732334,0.00405206799705746,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00406028872448221,0.00415566479348931,0.00406494468628496,0.00415747442635211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +52.4493,-44.5632,16779.5,659.954672584882,0.00407453416149055,662.643680443364,0.0040662557267319,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00407453416149055,0.00412762984423627,0.0040631779915526,0.0041192574359735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +52.6993,-44.5632,16849,662.688177739663,0.00408835562715952,665.397482680177,0.00408002101015545,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00408835562715952,0.00413906515248432,0.00409024866181945,0.0041421454093433,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +52.9496,-44.5656,16901.5,664.753055734282,0.00410069319314009,667.479004065051,0.00409230826566838,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00410069319314009,0.00417005114902704,0.00410570706853786,0.00416818242847041,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +53.1994,-44.5496,16960.5,667.073585290139,0.00415669980709302,669.846409933431,0.00414808459609567,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00415669980709302,0.0042058325974159,0.00415656978701823,0.00420438408761982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +53.4496,-44.5576,17001.5,668.686156676413,0.00416950374154696,671.474246108596,0.00416083544745794,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00416950374154696,0.00421579238201897,0.00417755198530266,0.00421298720314979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +53.6996,-44.5472,17061,671.026351736981,0.00418947279163921,673.837598380056,0.00418072138451017,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00418947279163921,0.0042441224360009,0.00417185877473419,0.00422137660610841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +53.9494,-44.5416,17103.5,672.697919637387,0.0042453522141903,675.553759240001,0.00423636613022942,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0042453522141903,0.00430188918669865,0.00424268718259238,0.00430171433640032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +54.1996,-44.5448,17168,675.234769745061,0.00426078477094936,678.111799768806,0.00425173332923875,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00426078477094936,0.00430476645780628,0.00425047054380782,0.00429048981821899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +54.4494,-44.5472,17215.5,677.102992692574,0.00424916795624615,679.980117032202,0.00424016573437826,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00424916795624615,0.00430697974327354,0.00424328477348741,0.00430232751525328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +54.6997,-44.5368,17279.5,679.620177295538,0.0043108133890147,682.549893055268,0.00430154844971694,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0043108133890147,0.00438201012061665,0.00431105579391199,0.00438146230503656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +54.9497,-44.5392,17327.5,681.50806574776,0.0043256523858987,684.456032738371,0.00431632364387204,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0043256523858987,0.00437027970763971,0.00431935421149358,0.00435869345252643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +55.1997,-44.5312,17394.5,684.143243378988,0.00436393699785882,687.128801390605,0.00435444263663922,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00436393699785882,0.00441321744570607,0.0043680486522714,0.0044148089957668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +55.4494,-44.5416,17423,685.264177147496,0.00438314289954003,688.267787959869,0.00437356490631074,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00438314289954003,0.00445394189830543,0.00439634985379273,0.0044486609088129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +55.6997,-44.5312,17474,687.270058627983,0.00442566722489552,690.311687201105,0.0044159027586215,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00442566722489552,0.00449252684161932,0.00442354353134343,0.00446594230878487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +55.9497,-44.5312,17511,688.725305976571,0.00440824200284054,691.761373798796,0.00439855416451899,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00440824200284054,0.00442310345412709,0.00439158522731681,0.00441407858262486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +56.1995,-44.5368,17569,691.006504523007,0.00447103215822596,694.096016826273,0.00446106678656993,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00447103215822596,0.00450809361607301,0.00446399366447147,0.00451909534959624,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +56.4497,-44.5288,17618,692.933723984651,0.00448701587772654,696.042928606382,0.0044769792338374,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00448701587772654,0.00455899918182214,0.00447861023289514,0.00453502287036668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +56.6995,-44.5288,17682.5,695.470574092326,0.00455010281304979,698.635036707897,0.00453978238939575,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00455010281304979,0.0046276110313099,0.00453161596937863,0.00461504229684102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +56.9498,-44.5208,17722,697.024148964467,0.00457575307909181,700.213559360292,0.00456531614674424,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00457575307909181,0.00466966345518946,0.00456347903192315,0.00466534024420628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +57.1998,-44.5232,17784.5,699.482337053299,0.00451457401479648,702.640201835969,0.00450441389313311,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00451457401479648,0.00458400930760318,0.00450860192247787,0.00456693559155166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +57.4498,-44.5128,17830.5,701.29156348668,0.00456443304432613,704.492561872766,0.00455404761023906,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00456443304432613,0.0046121918092206,0.00455190989332159,0.00459996749794655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +57.6998,-44.5048,17866.5,702.707479825847,0.00464655629279445,705.972649688225,0.0046357943744662,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00464655629279445,0.00471887216874679,0.00462534510908942,0.00469471753279233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +57.9498,-44.5184,17907.5,704.320051212121,0.00466296398363469,707.604270243875,0.00465212604529641,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00466296398363469,0.00474026726159778,0.00465564949315497,0.00472219565363066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +58.1998,-44.5048,17968.5,706.719242786821,0.00470599707459755,710.045061475938,0.00469495848851957,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00470599707459755,0.00478290989493525,0.00471107847519466,0.00477129374323321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +58.4498,-44.5152,18015,708.548134724912,0.00466860280245046,711.85606453236,0.00465773867678949,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00466860280245046,0.00472853684862084,0.00464829720247531,0.00471957866280954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +58.6996,-44.5048,18077,710.986657309033,0.00472499099060907,714.346062859261,0.00471386325919838,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00472499099060907,0.00479914065502917,0.00473249950470676,0.00478235276204345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +58.9498,-44.5048,18106.5,712.146922086961,0.00476696415322319,715.541700936378,0.00475563815908058,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00476696415322319,0.00482938888974947,0.00477017655853234,0.00481397019086809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +59.1996,-44.5024,18167.5,714.546113661661,0.00484811226761063,718.010313441078,0.00483639801740755,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00484811226761063,0.00491105912349463,0.00484646187325038,0.00489474828553446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +59.4496,-44.508,18207,716.099688533803,0.0047706103067432,719.515921088578,0.0047592670073953,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0047706103067432,0.00482533119972602,0.00476057245447934,0.00480942324885299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +59.6996,-44.5,18264.5,718.361221575529,0.00480177220019915,721.810628518992,0.00479028046451645,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00480177220019915,0.00486649830941878,0.00478881600725449,0.00484320068405137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +59.9499,-44.492,18314,720.308106541883,0.00484497487969799,723.797981223721,0.00483327576164336,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00484497487969799,0.00491836296553678,0.00483964054139207,0.00489270404114322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +60.1997,-44.4896,18370,722.510643069477,0.00489250206686019,726.045527884023,0.00488057267252482,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00489250206686019,0.00497731013515048,0.00490082273699989,0.00496957121316726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +60.4497,-44.4896,18417.5,724.378866016989,0.00497271744430075,727.980997440315,0.00496039432096623,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00497271744430075,0.0050481352701055,0.00496944833369178,0.00503095412324449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +60.6997,-44.4864,18463,726.168426945659,0.00498785322112213,729.790448473077,0.00497545509085635,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00498785322112213,0.00506333316364811,0.0049848936444041,0.00504512203093968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +60.9499,-44.4944,18504.5,727.800663836643,0.00499523032243013,731.436195781325,0.00498279555194628,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00499523032243013,0.00505942302598904,0.00499832515325901,0.00505796036711615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +61.1999,-44.476,18562,730.062196878368,0.00499145697750828,733.706270924991,0.00497904095501716,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00499145697750828,0.00504577443227386,0.0049835116426168,0.00504882335880833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +61.4497,-44.4864,18583.5,730.907813580927,0.00504865071121178,734.597911833793,0.00503594900724971,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00504865071121178,0.0051310596989488,0.00505412372279841,0.00513118902855578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +61.7,-44.476,18634.5,732.913695061413,0.00505043139083786,736.615225393726,0.00503772074043644,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00505043139083786,0.00512124746671024,0.00505195099135136,0.00511296214563122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +61.9497,-44.4784,18672.5,734.408273419423,0.00512606787781137,738.172900078997,0.0051129743184547,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00512606787781137,0.00519000686856251,0.00512232959559723,0.00520008608562918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +62.1997,-44.476,18713.5,736.020844805697,0.00508651135183254,739.764623187987,0.00507361875338404,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00508651135183254,0.00510663978262581,0.00508637434464975,0.00511530632360775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +62.45,-44.4736,18756,737.692412706103,0.00517948826659318,741.513281902069,0.00516612085494132,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00517948826659318,0.0052433470483256,0.00516857373097247,0.00523495754908155,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +62.7,-44.4736,18809,739.776956205432,0.00521594980179322,743.635595673523,0.00520239385329135,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00521594980179322,0.00532383686315468,0.00522003027316176,0.00532106399081726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +62.95,-44.476,18850,741.389527591706,0.00521654336166858,745.257018210275,0.00520298433307865,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00521654336166858,0.00528333373910228,0.00519669645014359,0.00526466044468937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +63.2,-44.4632,18910.5,743.769053661695,0.00523922582833396,747.665827697955,0.0052255488351323,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00523922582833396,0.00535172426004334,0.00525118727764377,0.00534753915419013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +63.45,-44.468,18940,744.929318439624,0.0052386322684586,748.831729204923,0.00522495836866874,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0052386322684586,0.00530362218921964,0.00522548374159217,0.00528305842480938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +63.7,-44.46,19001,747.328510014324,0.00533470417399773,751.315286536045,0.00532052504497042,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00533470417399773,0.00544055078346601,0.00533419018971085,0.0054355761069599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +63.9501,-44.4632,19048.5,749.196732961836,0.00531083458758179,753.175592884153,0.0052967818381676,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00531083458758179,0.00538580885624039,0.0053192084803841,0.00537330276377205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +64.2001,-44.4528,19096.5,751.084621414059,0.00540987429249772,755.147894798937,0.0053952934858157,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00540987429249772,0.00549079236357478,0.00540213710494243,0.00548742628928726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +64.4501,-44.46,19121,752.048231144881,0.00535658109511791,756.076638482449,0.00534228564171777,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00535658109511791,0.00537658683345973,0.00535440956051075,0.00536717368186384,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +64.7001,-44.4552,19172,754.054112625368,0.00543293833336862,758.150842119285,0.00541823316138569,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00543293833336862,0.00551226123260809,0.00543761268993347,0.00550127494800025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +64.9499,-44.4496,19201.5,755.214377403297,0.005491107201153,759.361340509471,0.00547608603547083,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.005491107201153,0.00558087308209585,0.0054848196144714,0.00555813529015521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +65.1999,-44.4472,19243,756.846614294281,0.00551120344264725,761.017749960536,0.00549607232925929,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00551120344264725,0.00562322061070443,0.00549922717613758,0.00560170144213353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +66.5001,-44.4368,19463,765.499436366969,0.00566841201534772,769.838602569813,0.0056524070214094,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00566841201534772,0.00573690970754375,0.00564825484655614,0.00570650409883438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +67.5,-44.4344,19629,772.028383930907,0.00575452059440772,776.471037165705,0.00573802658725662,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00575452059440772,0.00581201386106905,0.00574103474186118,0.00579662801772744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +68.5001999999999,-44.4288,19788.5,778.301679933606,0.00590558158268491,782.898004000395,0.0058882119872631,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00590558158268491,0.0059964543166812,0.00590208784502413,0.00598673039297426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +69.499,-44.408,19948,784.574975936305,0.00602887244822246,789.305078392292,0.00601077151244529,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00602887244822246,0.00615278604685813,0.00603257108503435,0.00612993852430035,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +70.4991,-44.4,20102.5,790.651616891898,0.00614851716023985,795.512951926129,0.00612969215311663,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00614851716023985,0.0062483262028653,0.00615433824114679,0.00624467189554964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +71.4991,-44.3896,20235.5,795.882641144932,0.00630487779026143,800.900583932741,0.00628508519797285,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00630487779026143,0.00639757541954664,0.00631062592124924,0.00640220819551901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +72.4992,-44.384,20387,801.84128907226,0.00641587348695226,806.985801339562,0.0063953793823328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00641587348695226,0.00651074808311024,0.00640982142279342,0.0064845669155789,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +73.4995,-44.376,20521.5,807.131309839427,0.0065653657812732,812.430422122041,0.00654390763652578,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0065653657812732,0.00668323679719889,0.00656858389915407,0.00667791628794528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +74.4995,-44.3632,20655,812.381999597172,0.00669064931210651,817.817362663945,0.00666836625485934,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00669064931210651,0.00679382729438389,0.00668720574984335,0.0067894071950132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +75.4995,-44.3632,20783,817.416368803099,0.0068468403535921,823.013088182707,0.00682350718727354,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0068468403535921,0.00696447160391622,0.0068451257061169,0.00695603554147192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +76.4996,-44.3496,20892,821.703448830022,0.00700862781675961,827.462462478619,0.00698418154158802,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00700862781675961,0.00711999179608854,0.00700715413252707,0.00710621426899496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +77.4996,-44.3392,20999,825.911866838103,0.00716155427893057,831.826679502077,0.00713603212881661,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00716155427893057,0.0072782417070037,0.00714265889809453,0.00725879564147149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +78.4994,-44.3264,21110,830.277608883868,0.00725643906471913,836.302467759534,0.00723023778640344,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00725643906471913,0.00737614270084264,0.0072490386787896,0.00735899687696854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +79.4995,-44.3104,21215.5,834.427030377816,0.00744073940601603,840.635784464193,0.00741319366064643,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00744073940601603,0.00760743103218036,0.00744447272260808,0.00759425552993568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +80.4998000000001,-44.3,21301,837.789831683338,0.00762321667055299,844.176485094646,0.00759430678560252,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00762321667055299,0.00778132149373153,0.00762613571768084,0.00778219908386677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +81.4996,-44.292,21395,841.486946568942,0.00778275708562091,848.036035064809,0.00775262765740557,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00778275708562091,0.00794812944178725,0.00777594952563123,0.00793411549147014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +82.4996,-44.284,21485,845.02673741686,0.00792733131240313,851.725544332203,0.00789607509844614,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00792733131240313,0.00810357585777711,0.00791759345764716,0.00807151074325148,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +83.4999,-44.284,21575.5,848.586193769488,0.00808453988510374,855.446622698966,0.00805203506600913,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00808453988510374,0.00825437437428574,0.00808891701268257,0.00825422779065621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +84.4999,-44.2712,21664.5,852.086653607985,0.00829817904309651,859.157421219857,0.00826393844802755,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00829817904309651,0.00851207457886701,0.00830578243246889,0.00852034230894348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +85.5,-44.2656,21732,854.741496743923,0.00846691963623251,861.978524306607,0.00843127632355936,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00846691963623251,0.0086804318267499,0.00846377086375048,0.0086749487702748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +86.4998000000001,-44.2552,21807.5,857.710987955232,0.00863048777902595,865.113452154716,0.00859345802341244,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00863048777902595,0.00884089502313246,0.00861698487620271,0.00881855020286079,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +87.4998000000001,-44.2424,21883,860.680479166541,0.00887130349988329,868.315836913652,0.00883218467341293,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00887130349988329,0.00912006409674717,0.00886343118626116,0.00911089885424065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +88.4999,-44.2392,21960,863.708966891982,0.00896160939520481,871.449189284404,0.0089216924763679,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00896160939520481,0.00920357873504825,0.00895959191310145,0.00918373498810754,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +89.5001999999999,-44.2448,22011,865.714848372469,0.00912611027494529,873.615457545374,0.00908471896773553,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00912611027494529,0.00934434369077149,0.00912135828826309,0.00932822385547505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +90.5001999999999,-44.2184,22069,867.996046918905,0.009328005426833,876.092718755034,0.00928476825395945,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.009328005426833,0.00957577957447358,0.00931966324276337,0.0095535071436707,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +91.5003,-44.2128,22134.5,870.572228036001,0.0094861891336145,878.830640845623,0.00944147777931486,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0094861891336145,0.00972133998204282,0.00947963610740568,0.00969457943439984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +92.4992999999999,-44.2,22194,872.912423096569,0.00973353401310065,881.408945857238,0.00968646833471403,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00973353401310065,0.0100124607971812,0.0097187580524973,0.00998145365863489,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +93.4991,-44.1976,22246.5,874.977301091188,0.00989689017022441,883.636855341527,0.00984823670136557,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00989689017022441,0.0101692351844515,0.00990219190951003,0.0101747751087983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +94.4994,-44.184,22315.5,877.691140741258,0.0100902634981875,886.547275621362,0.010039696660111,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0100902634981875,0.0103916703739198,0.0100831076548159,0.0103611784772165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +95.4992,-44.1736,22356.5,879.303712127532,0.0102754117821633,888.338919851227,0.010222978614224,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0102754117821633,0.0105772912484479,0.010267489583602,0.0105607162103646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +96.4995,-44.1632,22411,881.447252140993,0.0104694210671357,890.675494572127,0.0104149962132941,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0104694210671357,0.0107860040680186,0.0104707468167467,0.0107750411872592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +97.4995,-44.1608,22465.5,883.590792154455,0.0106596570071863,893.00956693353,0.0106032434090583,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0106596570071863,0.0110157430995292,0.0106563376588559,0.0109909598749217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +98.4992999999999,-44.1448,22516,885.577008130231,0.0108449748796981,895.181068537442,0.0107865898828756,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0108449748796981,0.0111933961463748,0.010840829566793,0.0111692802233923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +99.4996,-44.1472,22551,886.953593459977,0.0110451317490937,896.750112755074,0.0109845797433463,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0110451317490937,0.0113713442979494,0.0110437170568916,0.0113572915984578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +100.4994,-44.1312,22613,889.392116044098,0.0112531320882707,899.400563004209,0.0111902866300406,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0112531320882707,0.0116056574527592,0.0112556237461453,0.0115960442096964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +101.4997,-44.1264,22656,891.083349449214,0.0114179721450829,901.257714312172,0.0113532790778311,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0114179721450829,0.0117793265857636,0.0114175713819038,0.0117727439596426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +102.4997,-44.1128,22708.5,893.148227443833,0.0116708710491171,903.572045234077,0.0116032917317018,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0116708710491171,0.0120546592979014,0.0116696672954347,0.0120627247143557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +103.4995,-44.1024,22756,895.016450391345,0.0118319801581413,905.606267273585,0.0117625295694626,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0118319801581413,0.0122343043016678,0.0118360363385742,0.0122068820486831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +104.4996,-44.1024,22786,896.196380673985,0.0120295084052316,906.977182568041,0.0119577289433661,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0120295084052316,0.0123948412742326,0.0120295321697904,0.0123820038708175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +105.4996,-44.084,22828.5,897.86794857439,0.0122126216267779,908.83327010114,0.0121386492189885,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0122126216267779,0.0125935943092004,0.0122181772049986,0.0125820762580342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +106.4997,-44.076,22874.5,899.677175007771,0.0124091323426536,910.841388138107,0.0123327701367426,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0124091323426536,0.0128256941785427,0.0124086436804245,0.0127913723154833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +107.4997,-44.0688,22891,900.326136663222,0.0126114514658809,911.680556039214,0.0125325894625491,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0126114514658809,0.0130088066628744,0.012600469276527,0.0129785213272351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +108.4998,-44.0576,22948.5,902.587669704948,0.0127960061899814,914.137187113493,0.0127148290646733,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0127960061899814,0.0132040184410945,0.0128030862619768,0.0132011461765094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +109.4998,-44.0472,22989.5,904.200241091221,0.0130142666355753,915.967744120734,0.0129303087168067,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0130142666355753,0.0134260109734693,0.0130125385014518,0.0133941196718309,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +110.5001,-44.0392,23026,905.635822935099,0.0131994997138193,917.589762720755,0.013113145376824,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0131994997138193,0.0136486674914844,0.0132063773998404,0.0136212165804256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +111.4999,-44.0312,23060.5,906.992742760134,0.0134113581921861,919.156747311004,0.0133222220017834,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0134113581921861,0.0138396740273164,0.0134029151150342,0.0138175612644866,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +112.5002,-44.0104,23083,907.877690472114,0.0135862887668794,920.212378939876,0.0134948226709454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0135862887668794,0.0140104658892132,0.013584546821462,0.0139848138888696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +113.5002,-44.0024,23119.5,909.313272315992,0.0137858096792657,921.848892026971,0.0136916497982236,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0137858096792657,0.0142289909410226,0.0137884257210922,0.0142119699754944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +114.4993,-44.0056,23170.5,911.319153796479,0.0139997032200623,924.077351488388,0.0139026124865642,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0139997032200623,0.0144296621567286,0.0139913763926451,0.0144114778427072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +115.4993,-44,23205,912.676073621514,0.014241960443474,925.674370159737,0.0141414964705627,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.014241960443474,0.0146924529178848,0.0142385037765309,0.014670305306617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +116.4994,-43.9896,23233,913.777341885311,0.0144274055073876,926.960778140153,0.0143243208061027,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0144274055073876,0.0148992475567172,0.0144395308634898,0.014882758689247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +117.4994,-43.9816,23267.5,915.134261710346,0.0145925423441375,928.488397174925,0.0144870957825531,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0145925423441375,0.0150650964144038,0.0145922465936996,0.0150432306051426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +118.4995,-43.9736,23307,916.687836582488,0.0147958366014457,930.251000027095,0.0146874460556674,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0147958366014457,0.0152440774325298,0.0147905595209809,0.0152426214782833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +119.4995,-43.9656,23346.5,918.241411454629,0.0149975197676636,932.012755174407,0.0148861689121085,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0149975197676636,0.0154856944293817,0.0150009382255079,0.0154735234798021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +120.4996,-43.9528,23379,919.519669260822,0.015208063934878,933.503783180318,0.0150935805847582,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.015208063934878,0.0156882838258261,0.0152036827603706,0.0156850260315204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +121.4996,-43.9424,23410.5,920.758596057593,0.0153924914675766,934.931364891107,0.015275228849076,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0153924914675766,0.0158798805711161,0.0153903118550164,0.0158694400642592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +122.4994,-43.924,23438.5,921.85986432139,0.0156409386725456,936.278617923922,0.0155198798750229,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0156409386725456,0.0161375069995153,0.0156474443312051,0.0161422536066415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +123.4994,-43.9288,23473,923.216784146425,0.0158508044856167,937.85051288977,0.0157264923946401,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0158508044856167,0.0163614177126284,0.0158509492991037,0.0163470878183496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +124.4997,-43.9128,23502.5,924.377048924354,0.0160473152014922,939.210818793468,0.0159199181521464,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0160473152014922,0.0165492518726239,0.0160523915010195,0.0165389004312158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +125.4998,-43.908,23526,925.301327645755,0.0162293260975558,940.318344630619,0.0160990383495169,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0162293260975558,0.0167601042014797,0.0162346255146018,0.0167318792861365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +126.4996,-43.9,23548.5,926.186275357734,0.0164525046106882,941.424359323413,0.016318628558528,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0164525046106882,0.0169647593310269,0.0164475432632283,0.0169624738995875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +127.4999,-43.8872,23589.5,927.798846744008,0.0166151824136687,943.214393825851,0.0164786604200994,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0166151824136687,0.0171367316118398,0.0166159136858482,0.0171074808362841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +128.4999,-43.8736,23607.5,928.506804913591,0.0168508256841837,944.152911229768,0.0167104255645684,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0168508256841837,0.0174013667775522,0.0168757316320476,0.0173943617390087,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +129.4999,-43.8736,23640.5,929.804728224495,0.01705946198037,945.666696634809,0.0169155833811971,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.01705946198037,0.0176013002314358,0.0170581206124761,0.0175676792632432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +130.5,-43.8552,23670,930.964993002423,0.0172679710851547,947.04086958288,0.0171205740843906,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0172679710851547,0.0178137756363012,0.0172699326517367,0.0177941454008925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +131.4998,-43.8392,23695,931.948268237956,0.0174680855574163,948.227620322623,0.0173172722971672,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0174680855574163,0.01800928251925,0.0174684598732965,0.0179945873727162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +132.4998,-43.8448,23721,932.97087448291,0.0176546753439466,949.442172377264,0.0175006418615373,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0176546753439466,0.0182113554824186,0.017655708371044,0.0181977299893755,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +133.4999,-43.832,23746,933.954149718443,0.0178667458079833,950.640871107774,0.0177090115329152,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0178667458079833,0.0184359301811721,0.0178810786191572,0.0184235581190733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +134.5002,-43.8288,23770.5,934.917759449265,0.0180837343395586,951.824563840481,0.0179221685173435,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0180837343395586,0.0186438314627381,0.0180816087340056,0.0186230374237533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +135.5,-43.808,23787,935.566721104717,0.0182687130349988,952.658321057674,0.0181038450205319,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0182687130349988,0.0188740131513421,0.0182892352513275,0.0188434887594372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +136.5002,-43.808,23810,936.471334321407,0.0184700994212792,953.768052971501,0.0183015987881776,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0184700994212792,0.0190496742412672,0.0184714448156058,0.0190424350733722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +137.4993,-43.7952,23843,937.76925763231,0.0186763190808301,955.283335512044,0.0185040581287359,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0186763190808301,0.0192630349603195,0.0186919582641283,0.019258025125803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +138.4991,-43.7816,23866,938.673870849,0.0188991160197569,956.41397723889,0.0187227464148005,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0188991160197569,0.0194667309994976,0.0189001189284491,0.0194760896603247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +139.4991,-43.7792,23879,939.185173971477,0.0191146630487779,957.13738211235,0.018934272982519,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0191146630487779,0.0197043640825083,0.0191119267678936,0.0196917871579919,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +140.4994,-43.7608,23903.5,940.148783702299,0.0193227057850888,958.315002043988,0.0191383928050989,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0193227057850888,0.0199096094215135,0.0193348288749926,0.0199143266147225,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +141.4992,-43.7576,23935,941.387710499071,0.0195049710639561,959.749450552319,0.0193171870027865,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0195049710639561,0.0201247407689395,0.0195076408103846,0.0201131928476293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +142.4995,-43.7576,23956.5,942.233327201629,0.0197504080724143,960.84281991329,0.0195578993845257,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0197504080724143,0.0203456266585808,0.0197591057412543,0.0203428981600994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +143.4996,-43.7448,23959.5,942.351320229893,0.0198666186165815,961.072654511732,0.0196718526833777,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0198666186165815,0.0204866129428507,0.0198785611451105,0.0204787393933605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +144.4996,-43.7344,23999,943.904895102035,0.0201194751234816,962.895766157973,0.0199197529107088,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0201194751234816,0.0207338369295532,0.0201212585730551,0.0207364677264016,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +145.4994,-43.724,24023.5,944.868504832857,0.0203080575753079,964.056948830098,0.0201045989288506,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0203080575753079,0.0209435826156755,0.0203106737659513,0.0209320106641468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +146.4997,-43.724,24055,946.107431629628,0.0205506963729251,965.550598193217,0.0203423800083017,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0205506963729251,0.0212010614917101,0.0205601320664944,0.0211864507490956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +147.4997,-43.7056,24061.5,946.363083190866,0.0207335976088016,965.98459454957,0.0205215821281683,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0207335976088016,0.0213967159270236,0.0207354237636226,0.0213736570948478,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +148.4996,-43.7024,24082.5,947.189034388714,0.0209443537616856,967.027296604141,0.0207280359946961,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0209443537616856,0.0215956902905378,0.0209479284463867,0.0215850398328059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +149.4996,-43.6896,24101,947.916658063008,0.0211592648336972,967.973877671236,0.020938516080866,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0211592648336972,0.0218100838761415,0.0211629029579372,0.0218014247321214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +150.4996,-43.6736,24119,948.624616232592,0.0213790939732474,968.905351048364,0.0211537670106234,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0213790939732474,0.0220477907353345,0.0213945962491991,0.0220374101989047,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +151.4997,-43.6768,24135.5,949.273577888043,0.0215481737434549,969.728689874446,0.0213192939711426,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0215481737434549,0.0221875966006886,0.021547915291685,0.0221678950441039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +152.4999,-43.6608,24158.5,950.178191104734,0.0217860640620693,970.878834046523,0.021552139205454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0217860640620693,0.0224302464640919,0.0218122943881364,0.0224549076791282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +153.4998,-43.6608,24166.5,950.492839180104,0.0219592563542704,971.364955098558,0.0217216244058706,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0219592563542704,0.022639033059845,0.0219759780403639,0.0226554260937901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +154.5,-43.6504,24185,951.220462854398,0.0222124944353761,972.349442092367,0.0219693903602758,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0222124944353761,0.0229346542221002,0.0222176546915882,0.0229222001674221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +155.4998,-43.6472,24193,951.535110929769,0.0223658448688867,972.816997608123,0.0221193972647315,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0223658448688867,0.0230633198839352,0.0223856714258756,0.0230793255919772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +156.5001,-43.624,24231,953.029689287779,0.0225591757997159,974.529253590771,0.022308480902959,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0225591757997159,0.0232626631283609,0.0225795374574547,0.0232829005470681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +157.4999,-43.6184,24231,953.029689287779,0.0227853645093592,974.744818146442,0.0225296550925469,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0227853645093592,0.0235033210348438,0.0228151989216697,0.0235172559583758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +158.5002,-43.6136,24245.5,953.599988924388,0.0229795009857332,975.513240809871,0.0227194486316101,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0229795009857332,0.0236923356137551,0.0230007458008596,0.0237015892639727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +159.4993,-43.5976,24272,954.642260674052,0.0232050961355012,976.794826108006,0.022939951856001,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0232050961355012,0.0239374938673548,0.0232290574004954,0.0239553111527449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +160.4993,-43.584,24285.5,955.17322930124,0.0233835032751785,977.508525636968,0.0231142977310641,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0233835032751785,0.0241268773271773,0.0234211361392476,0.0241437911322296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +161.4994,-43.5816,24295,955.546873890743,0.0235944290165983,978.092456778791,0.0233203827492159,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0235944290165983,0.0243248926003226,0.0236100821418393,0.0243361091983735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +162.4992,-43.5768,24321.5,956.589145640407,0.0237985712165856,979.354600547943,0.0235197994714968,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0237985712165856,0.0245383270955571,0.0238167932581668,0.0245432975554312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +163.4994,-43.5552,24318,956.451487107433,0.0240027558137069,979.408958600129,0.0237192178380178,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0240027558137069,0.0247278581077441,0.0240156598632348,0.0247453053944875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +164.4993,-43.5552,24341,957.356100324123,0.0242126216267778,980.536201343358,0.0239241433708664,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0242126216267778,0.0249646796527502,0.0242477992215071,0.0249997603778086,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +165.4995,-43.5424,24359,958.064058493706,0.0244110826108155,981.451439372049,0.0241178939208069,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0244110826108155,0.0251647606589983,0.0244292322427085,0.0251736353606209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +166.4993,-43.54,24370.5,958.516365102051,0.0246229410891822,982.117857092976,0.0243246825604012,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0246229410891822,0.025374653897485,0.024647250034514,0.0253902610207851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +167.4996,-43.5264,24372,958.575361616183,0.0248357323044961,982.382282690968,0.0245323385808333,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0248357323044961,0.0256242387220195,0.024860311930753,0.0256303733258556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +168.4997,-43.524,24390,959.283319785767,0.0250226188709643,983.28710068604,0.0247146795380794,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0250226188709643,0.0258114088963748,0.025062412726661,0.0258123639309741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +169.4995,-43.5056,24405.5,959.892950431797,0.0252085727004854,984.09048165744,0.0248960774514419,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0252085727004854,0.0259850042531969,0.0252349187939774,0.0259897227355748,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +170.4995,-43.5032,24417,960.345257040143,0.0254608780446441,984.796490510395,0.0251421486506205,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0254608780446441,0.0262342201968199,0.0254929518097562,0.026243705561536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +171.4996,-43.4976,24433,960.974553190883,0.0256501812477476,985.623724654702,0.0253267346610009,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0256501812477476,0.0264380637883627,0.0256873129943934,0.0264460710690099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +172.4996,-43.4768,24438,961.17120823799,0.0258198121806965,985.988468308188,0.0254921096690477,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0258198121806965,0.0265762465777073,0.0258623878914424,0.0265985741536796,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +173.4997,-43.4712,24456,961.879166407574,0.0260094121637376,986.897078098381,0.0256769203553671,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0260094121637376,0.0267695401751889,0.0260368613323321,0.0267839189622485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +174.4997,-43.4688,24464.5,962.213479987655,0.0263139931740614,987.53315893204,0.0259737361610709,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0263139931740614,0.0270923847486925,0.0263361564939233,0.0270940777558805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +175.5,-43.4584,24479,962.783779624264,0.0264851080066987,988.28321201471,0.0261404498282147,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0264851080066987,0.0272788171612252,0.0265345774874948,0.0273038872762693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +176.5,-43.4448,24497.5,963.511403298558,0.0266817035168422,989.219528896467,0.0263319544927563,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0266817035168422,0.0274641429310244,0.0267123474504838,0.0274923372786105,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +177.5001,-43.44,24502,963.688392840954,0.0269575816674793,989.667101392966,0.0266006269458854,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0269575816674793,0.0277450088568306,0.026987890840849,0.0277517465032852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +178.5001,-43.4344,24519,964.357020001116,0.0271931401437262,990.580915594593,0.0268299757222711,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0271931401437262,0.0279773300547197,0.0272248300849583,0.0279907382976009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +179.5002,-43.416,24523.5,964.534009543512,0.027373921522905,990.937087826929,0.0270059557455258,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.027373921522905,0.0281655330956264,0.0274113270249143,0.0281860184768389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +180.5,-43.4032,24543.5,965.320629731938,0.0276026964577193,991.966082058803,0.0272286102845195,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0276026964577193,0.0283856074472629,0.027623240475439,0.0283945052471868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +181.5,-43.4056,24555,965.772936340283,0.0278161660271765,992.637036682078,0.027436324219738,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0278161660271765,0.0286408730378301,0.0278581588842367,0.0286417927411056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +182.4993,-43.3952,24558.5,965.910594873258,0.0280305259364466,992.985576855141,0.0276448610828075,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0280305259364466,0.0288523155761439,0.0280669759412296,0.0288477020208459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +183.4991,-43.3848,24569.5,966.343235976892,0.0282402645581158,993.633024614825,0.0278488601118909,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0282402645581158,0.0290699553137664,0.028282072649821,0.0290742266564425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +184.4991,-43.3736,24586,966.992197632344,0.0284630190999089,994.515715023016,0.0280654733146158,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0284630190999089,0.0292719545007529,0.0284964934333541,0.0292772033698352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +185.4994,-43.3664,24588,967.070859651187,0.0286981112076823,994.823966727166,0.0282940330568093,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0286981112076823,0.0295180718447216,0.0287433109728481,0.0295404130970961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +186.4995,-43.3552,24600.5,967.562497268953,0.0289176011701608,995.542083672181,0.0285073770374085,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0289176011701608,0.0297396954961853,0.0289658433162617,0.029758850901916,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +187.4993,-43.3448,24604,967.700155801928,0.0291514637610497,995.91003182535,0.0287346411228373,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0291514637610497,0.0299878785732572,0.0291796402099861,0.0300007188407318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +188.4995,-43.3504,24620.5,968.349117457379,0.0293447098976108,996.765041388773,0.0289223957950116,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0293447098976108,0.0301909844029773,0.0293966952084203,0.030204181859066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +189.4994,-43.3264,24630.5,968.742427551592,0.0295657685540457,997.384041953067,0.0291371294219449,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0295657685540457,0.0304079601549594,0.0296031598059676,0.0304158916745987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +190.4996,-43.3264,24648.5,969.450385721176,0.0297665613804507,998.307590133047,0.0293321371184906,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0297665613804507,0.0306215422025584,0.0298176948289973,0.0306425714829322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +191.4994,-43.3216,24648.5,969.450385721176,0.0300145846140799,998.548036352557,0.0295729619607901,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0300145846140799,0.0308704630414526,0.030059217384413,0.0308742738344902,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +192.4995,-43.3,24655,969.706037282414,0.0302144447035379,999.00516672457,0.0297669793124932,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0302144447035379,0.0310569692301676,0.0302451444879113,0.031074698269855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +193.4998,-43.2976,24678,970.610650499105,0.0304750598859516,1000.19006819901,0.0300199191010666,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0304750598859516,0.0313615910866566,0.0305200265441688,0.0313637776981043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +194.4998,-43.2768,24668.5,970.237005909602,0.0307087952854386,1000.03181550244,0.030246716336939,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0307087952854386,0.0315760584484425,0.030762011106737,0.0316047054881366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +195.4996,-43.2632,24693,971.200615640424,0.030912810294024,1001.22315602916,0.0304446333637098,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.030912810294024,0.0317874272105741,0.0309620176513951,0.0318183371648482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +196.4997,-43.2664,24708,971.790580781744,0.0311015199372522,1002.01474490476,0.0306276676336355,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0311015199372522,0.0319858113646306,0.0311433031720642,0.031991402915162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +197.4999,-43.2528,24699.5,971.456267201663,0.0313401310071438,1001.90183388347,0.0308590546121198,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0313401310071438,0.0322473479306887,0.0313761667146934,0.0322440047580912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +198.4998,-43.2424,24701,971.515263715795,0.0315612320607127,1002.17748240445,0.0310734139202029,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0315612320607127,0.0324705208819794,0.0316099619640059,0.0324975663519287,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +199.5,-43.2368,24730.5,972.675528493723,0.0318080681745914,1003.61445801581,0.031312669311885,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0318080681745914,0.0327295490578411,0.0318599306346323,0.0327531786646168,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +200.5001,-43.232,24739,973.009842073804,0.0320246751319611,1004.17016616642,0.0315225767851214,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0320246751319611,0.0329526482329496,0.0320744558962871,0.0329679751197273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +201.5001,-43.2216,24740.5,973.068838587936,0.0322578169715726,1004.45791508385,0.0317484585057625,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0322578169715726,0.0331781820220724,0.0323167034158733,0.0332060292075174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +202.5002,-43.208,24741,973.088504092647,0.0324373264367327,1004.65289355173,0.0319223432230154,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0324373264367327,0.0333605567445815,0.0324861528322433,0.0333772737736299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +203.5002,-43.2,24758.5,973.77679675752,0.0327111271278061,1005.63013335036,0.0321875064292778,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0327111271278061,0.0336783845376926,0.0327682489745554,0.0336851584485673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +204.499,-43.1976,24772,974.307765384708,0.0329577512560151,1006.41875836306,0.032426290226586,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0329577512560151,0.0339060578361002,0.033001237856228,0.0339273279730214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +205.4993,-43.1872,24777,974.504420431814,0.0332408369194241,1006.89776294865,0.032700306157872,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0332408369194241,0.0341951129181357,0.0332905538189189,0.0342216316722696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +206.4991,-43.1712,24770,974.229103365865,0.0334289953999108,1006.79660358074,0.0328823947315415,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0334289953999108,0.0344328197773286,0.0334977431707067,0.0344529541474625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +207.4994,-43.1608,24783,974.740406488342,0.0336670977041952,1007.55708698981,0.0331127684486918,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0336670977041952,0.0346818881685873,0.0337308677254282,0.0347017868385576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +208.4994,-43.1608,24795,975.212378601398,0.0339215653021855,1008.29310898563,0.0333589176018847,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0339215653021855,0.0349456380201128,0.0339844160497424,0.034950276145213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +209.4992,-43.1504,24800,975.409033648504,0.0341625506115785,1008.73149412751,0.0335919693512109,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0341625506115785,0.0351947064113715,0.0342248284905825,0.0352066749300679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +210.4995,-43.14,24816,976.038329799245,0.0343945901257075,1009.60876809967,0.0338163184982878,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0343945901257075,0.035436766065317,0.0344726394492755,0.0354649058967998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +211.4996,-43.132,24821.5,976.254650351063,0.0346410446653804,1010.07313129866,0.0340545498140703,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0346410446653804,0.0356867935469448,0.0346960099695066,0.0356903558125011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +212.4996,-43.116,24828,976.510301912301,0.0348889407076081,1010.57971193609,0.0342941172957356,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0348889407076081,0.0359492154271899,0.0349434957587403,0.0359696170215082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +213.4997,-43.108,24834.5,976.76595347354,0.0351183092022977,1011.0683222459,0.0345157285926413,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0351183092022977,0.0362101617837901,0.0352022727863314,0.0362367172867179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +214.4997,-43.1056,24852.5,977.473911643123,0.0353867678544929,1012.06355403826,0.0347750456613838,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0353867678544929,0.0364718459022125,0.0354447669662178,0.0364808144119328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +215.4997,-43.0976,24831,976.628294940565,0.0355973120217073,1011.39363708479,0.0349783733160825,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0355973120217073,0.0367026915764568,0.0356574975289499,0.0367164601642747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +216.4998,-43.0872,24852.5,977.473911643123,0.0358608102092297,1012.52691807303,0.0352327817312137,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0358608102092297,0.0369850330259079,0.0359410850246366,0.0370049839142376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +217.4996,-43.0712,24860.5,977.788559718494,0.036114557055943,1013.1009604471,0.0354777140330071,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.036114557055943,0.0372116734577643,0.0361818324599915,0.0372288931365021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +218.4999,-43.0608,24861,977.808225223204,0.0363385411146206,1013.34034961769,0.0356938675949358,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0363385411146206,0.0374979250448743,0.0364027819735429,0.0374925601262434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +219.4997,-43.0584,24872,978.240866326839,0.0365786360842007,1014.0235829789,0.0359255169568057,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0365786360842007,0.037747583645591,0.0366511521671732,0.0377610644158807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +220.5,-43.0344,24880,978.555514402209,0.0368290759544653,1014.59480976779,0.0361670901602124,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0368290759544653,0.0380170142631492,0.036887470614113,0.0380093304434535,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +221.5,-43.0504,24870.5,978.181869812707,0.0370572997265384,1014.43064854942,0.0363871830020098,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0370572997265384,0.0382786246053895,0.0371381116284492,0.0382848026669797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +222.4998,-43.032,24890,978.948824496422,0.0372674199224132,1015.43172142148,0.0365897744233077,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0372674199224132,0.0384292017933515,0.0373462042782973,0.0384587311637877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +223.5001,-43.024,24898.5,979.283138076504,0.0375390159625208,1016.04446342859,0.036851578162646,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0375390159625208,0.0387461442722755,0.0376189280491285,0.0387808162271556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +224.5001,-43.016,24898,979.263472571793,0.0378106120026284,1016.29002378155,0.0371133133787256,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0378106120026284,0.0390351255781285,0.037875432644648,0.0390558359010609,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +225.5002,-43.0056,24905,979.538789637742,0.0380280245055434,1016.78871473422,0.037322782939496,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0380280245055434,0.0393027117911308,0.0381102546856292,0.0392951752633381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +226.5002,-42.9952,24915,979.932099731955,0.0383150954995442,1017.47829171625,0.0375992988901249,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0383150954995442,0.0396052679145169,0.038388950132116,0.0396199279351686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +227.4993,-42.9872,24928,980.443402854432,0.0385326351938608,1018.22247082485,0.0378087891593414,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0385326351938608,0.0398673209138508,0.0386133852429716,0.0398815235397372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +228.4991,-42.9744,24934.5,980.699054415671,0.0388219532359612,1018.77170724475,0.0380873338484209,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0388219532359612,0.0401646389282976,0.0389160171243036,0.0402017998916372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +229.4994,-42.9744,24931.5,980.581061387407,0.0390521272761961,1018.87483780134,0.0383088814805272,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0390521272761961,0.0404039688635,0.039143457883584,0.0404466257924541,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +230.4992,-42.9632,24938,980.836712948645,0.0393110465732516,1019.39443065212,0.0385580384148424,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0393110465732516,0.0406858676558576,0.0393934696841579,0.040699870921533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +231.4994,-42.948,24943,981.033367995752,0.0395434676615859,1019.82682925803,0.0387816433739305,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0395434676615859,0.0409567000208786,0.0396417580684372,0.0409857834856494,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +232.4995,-42.948,24952.5,981.407012585254,0.039811078371102,1020.47788407723,0.0390390412395366,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.039811078371102,0.041268035509952,0.0399202409862139,0.0413042739401961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +233.4995,-42.9344,24957.5,981.603667632361,0.0400739829987492,1020.94043632057,0.0392918481219266,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0400739829987492,0.0415339986469448,0.0401672410180694,0.0415578282827796,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +234.4996,-42.9296,24965.5,981.918315707731,0.0403146291310705,1021.50398844249,0.0395231954115548,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0403146291310705,0.0417939859131756,0.0404159226517157,0.0418244384235183,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +235.4996,-42.9216,24952.5,981.407012585254,0.0405685455663197,1021.22126769442,0.0397672422082196,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0405685455663197,0.0420590637359816,0.0406733709179255,0.0421075208673391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +236.4997,-42.9136,24970.5,982.114970754838,0.0408244122697305,1022.20923721721,0.0400131032348331,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0408244122697305,0.0423397821094234,0.0409213783607576,0.042379310986537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +237.4995,-42.8896,24975.5,982.311625801944,0.041077947130774,1022.66297083258,0.0402566639966066,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.041077947130774,0.0426109833553554,0.0411729758492796,0.0426607623929179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +238.4995,-42.8872,24981,982.527946353762,0.0413127848557437,1023.11891201623,0.0404822102616356,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0413127848557437,0.0428802664205493,0.0414169938159471,0.0429226727242965,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +239.4996,-42.8688,24995.5,983.098245990371,0.0415787844741694,1023.97427607734,0.0407376240563702,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0415787844741694,0.0431438687197102,0.0416581662054477,0.0431763017191075,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +240.4996,-42.8712,24990.5,982.901590943264,0.0418410955419413,1024.02727031825,0.0409894322220444,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0418410955419413,0.0434590405702603,0.0419389242570572,0.0434801674940696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +241.4999,-42.864,25002,983.353897551609,0.0420610518728933,1024.71479684594,0.0412005326636286,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0420610518728933,0.043698149176916,0.0421524186512962,0.0437382926143601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +242.4997,-42.856,24995.5,983.098245990371,0.0423309944247768,1024.7137723604,0.0414595458889689,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0423309944247768,0.0439613825951657,0.0424095547036311,0.0439717420472486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +243.5,-42.8376,25005,983.471890579873,0.0425605325080023,1025.3289779496,0.0416797377610043,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0425605325080023,0.0442356086645699,0.042651143428333,0.0442460134676466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +244.5,-42.8376,25012,983.747207645822,0.0428328916965213,1025.88394524767,0.0419409442910588,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0428328916965213,0.0445268032558904,0.0429108194331774,0.0445326160760926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +245.5001,-42.8264,25021.5,984.120852235325,0.0430458101032369,1026.48313155928,0.042145096533729,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0430458101032369,0.0447573538254056,0.0431397341619515,0.0447651817952829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +246.5001,-42.8136,25007,983.550552598716,0.0433169397748713,1026.15495265118,0.0424050030846647,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0433169397748713,0.0450707550475819,0.0434067249499279,0.0450764447070397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +247.5002,-42.8008,25023.5,984.199514254167,0.0435628855489369,1027.07408505094,0.0426407097815427,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0435628855489369,0.0453260206381492,0.0436450976980369,0.0453348090821652,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +248.5002,-42.7952,25034.5,984.632155357802,0.0438447416954613,1027.80309787451,0.0429107635502063,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0438447416954613,0.0456371347986757,0.0439416502042604,0.0456775346325991,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +249.5002,-42.7896,25035,984.651820862512,0.0440696584910859,1028.04509034055,0.043126209927198,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0440696584910859,0.0458704888631163,0.0442016710627816,0.0459428054226913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +250.4991,-42.7872,25046.5,985.104127470857,0.0443589765331863,1028.80233834408,0.0434032776125373,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0443589765331863,0.0461988666502884,0.0444760925045452,0.0462391597293224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +251.4991,-42.7768,25051.5,985.300782517964,0.0445777033472537,1029.22322850887,0.0436126921122428,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0445777033472537,0.0464128913549806,0.0447011168076909,0.0464871070502498,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +252.4994,-42.764,25051,985.281117013253,0.0448534967036228,1029.47442034735,0.0438766810466131,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0448534967036228,0.0467254072629701,0.0449683770883115,0.0467642881070712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +253.4994,-42.7584,25048,985.163123984989,0.045047675577131,1029.54243278482,0.0440625069379447,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.045047675577131,0.0469209879221011,0.0451598960363662,0.0469616414988995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +254.4992,-42.7424,25056.5,985.497437565071,0.04531799970322,1030.15821014817,0.0443211450612097,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.04531799970322,0.0472381517295719,0.0454300290076786,0.047277687527406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +255.4995,-42.7376,25069.5,986.008740687548,0.0455502936001525,1030.92172831818,0.0445433435599217,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0455502936001525,0.0474639806234234,0.0456694251043284,0.0475079846801271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +256.4993,-42.7272,25077.5,986.323388762918,0.0458318953638732,1031.52845911164,0.0448126408379691,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0458318953638732,0.0477747259030388,0.0459583097734063,0.04782550152032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +257.4994,-42.7136,25074,986.185730229943,0.0460716511563819,1031.6209351685,0.0450418634462077,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0460716511563819,0.0480421645636764,0.0461869378240011,0.0480722334687526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +258.4994,-42.6976,25074.5,986.205395734654,0.0463286625824093,1031.8949727506,0.0452875252592293,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0463286625824093,0.0483135871381555,0.0464430520618707,0.048327763547255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +259.4994,-42.7056,25087.5,986.716698857131,0.0465972908231403,1032.69502383383,0.0455442264022095,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0465972908231403,0.0485575649728392,0.0467018904471108,0.0485945461913283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +260.4995,-42.6896,25085.5,986.638036838289,0.0468450172768319,1032.85711271996,0.0457808954079801,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0468450172768319,0.048855768301473,0.0469611306159013,0.0488971844444591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +261.4995,-42.6848,25084,986.579040324157,0.0470848154664744,1033.03193238091,0.046009936693835,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0470848154664744,0.0491128045204141,0.0472071340743429,0.0491534731777374,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +262.4998,-42.6768,25094,986.97235041837,0.0473708689292602,1033.72608826684,0.0462830897299155,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0473708689292602,0.0494183854672725,0.0474761021228802,0.049432781507033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +263.4999,-42.6608,25099,987.169005465476,0.0475994742755388,1034.15773114674,0.0465013318142748,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0475994742755388,0.049659264702302,0.0476929774474385,0.0496815184064283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +264.4999,-42.6584,25109,987.562315559689,0.0478695440188243,1034.83647329571,0.0467590972523921,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0478695440188243,0.0499624110351462,0.0479958428362335,0.0499987717935453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +265.5,-42.6424,25118.5,987.935960149192,0.0480973014224238,1035.45301381054,0.0469764264577573,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0480973014224238,0.050213028726232,0.0482025866529001,0.0502168486529367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +266.4998,-42.64,25125.5,988.211277215141,0.0483808958514403,1036.02182409731,0.0472469701067349,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0483808958514403,0.0504887303192811,0.0484918336087749,0.0504974684581944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +267.5,-42.6216,25112,987.680308587953,0.0486211604095562,1035.70247130517,0.0474761206299305,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0486211604095562,0.0507787444916857,0.0487389206807974,0.0507762359827887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +268.4999,-42.6192,25115.5,987.817967120928,0.0488559133402581,1036.07871611854,0.0476999637742683,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0488559133402581,0.0510217632360003,0.0489741564499418,0.0510155427430961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +269.4999,-42.616,25108.5,987.542650054979,0.0491331058020478,1036.06368756417,0.0479642096410231,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0491331058020478,0.0513218109691903,0.0492523602053746,0.0513389213406898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +270.4999,-42.5952,25110.5,987.621312073821,0.0493840968350538,1036.39409858564,0.0482034176245339,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0493840968350538,0.0515892496298279,0.0495089127205856,0.051629685032955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +271.5002,-42.5952,25130,988.388266757537,0.0496433977063149,1037.45521857244,0.0484504852529994,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0496433977063149,0.0518626641612275,0.0497638571271878,0.0518838688806562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +272.499,-42.5792,25145,988.978231898857,0.0498683145019395,1038.29690940276,0.0486647415442857,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0498683145019395,0.0521064944435468,0.0499874515622051,0.0521381549679974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +273.4993,-42.572,25136.5,988.643918318775,0.0501498314713924,1038.22424420768,0.0489328506286563,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0501498314713924,0.0524162806327929,0.0502740171912538,0.0524312582245466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +274.4991,-42.5688,25145,988.978231898857,0.0503163674135628,1038.7400239791,0.0490914210856412,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0503163674135628,0.052614812339214,0.0504409908218017,0.0526450700249732,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +275.4992,-42.556,25150,989.174886945963,0.0506510927861277,1039.27767592637,0.0494100603618204,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0506510927861277,0.0529365502699839,0.050779395250012,0.0529679886628867,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +276.4994,-42.5424,25140,988.78157685175,0.0508618913361455,1039.07287796877,0.0496106763487951,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0508618913361455,0.0531727816055318,0.0509841870312755,0.0531796884955561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +277.4993,-42.54,25147,989.056893917699,0.0511374303097111,1039.63472190275,0.0498728448207888,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0511374303097111,0.053479469195124,0.0512794065254988,0.0535114415670854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +278.4995,-42.5296,25150,989.174886945963,0.0513639581964258,1039.98282448801,0.0500883289948583,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0513639581964258,0.0537141512308449,0.0515000949768082,0.0537441254721597,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +279.4996,-42.5088,25166.5,989.823848601415,0.0515513111313673,1040.85056578591,0.0502665130027162,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0515513111313673,0.0538857546307465,0.0516905390545623,0.0539177159518945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +280.4996,-42.5088,25143.5,988.919235384725,0.0518810760392596,1040.22542943241,0.0505800623353264,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0518810760392596,0.0542680628071394,0.0520116649951666,0.0542778181061397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +281.4997,-42.5056,25163.5,989.705855573151,0.052076018061179,1041.24579558323,0.0507653722192816,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.052076018061179,0.0544481504679992,0.0522004071414887,0.0544630755873785,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +282.4997,-42.4928,25184.5,990.531806770998,0.0523909439721873,1042.42670316221,0.0510646650274279,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0523909439721873,0.0548349589915091,0.052528949988157,0.0548586038036979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +283.4995,-42.4792,25183,990.472810256866,0.0526293006592754,1042.60070158271,0.0512911300115198,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0526293006592754,0.0550520822958557,0.0527570118205468,0.0550730267342692,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +284.4996,-42.4744,25186.5,990.610468789841,0.0528381913382656,1042.95253428145,0.0514895568981563,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0528381913382656,0.0552797555942633,0.052963045635417,0.0552874577645878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +285.4998,-42.464,25179.5,990.335151723892,0.0531378118839166,1042.95939471823,0.0517741000716911,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0531378118839166,0.0556024526154025,0.0532788157620219,0.0556329912853419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +286.4999,-42.4664,25188,990.669465303973,0.0533846903949293,1043.55604799294,0.0520084944461884,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0533846903949293,0.0558601528199839,0.0535031572288565,0.0558872130871253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +287.4999,-42.4456,25191,990.787458332237,0.0536256757043223,1043.91910526467,0.0522372406491698,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0536256757043223,0.0561100327492473,0.053740674817271,0.0561367462807855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +288.4998,-42.44,25196,990.984113379343,0.0539310622601911,1044.42893929686,0.0525270421548708,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0539310622601911,0.0564696916376909,0.0540695607748312,0.056495455353883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +289.5,-42.4296,25198,991.062775398186,0.0541615330803638,1044.74025469263,0.0527456955684829,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0541615330803638,0.0566759698432477,0.0542818121540292,0.056698750659688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +290.5001,-42.4192,25201,991.18076842645,0.054429737349755,1045.13047731803,0.0530000874694633,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.054429737349755,0.0569562455595959,0.054554503392846,0.0569814514668196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +291.5001,-42.4056,25187.5,990.649799799262,0.0546371865261908,1044.77611769303,0.0531968087538912,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0546371865261908,0.0571976412279011,0.0547831407718967,0.0572408052736555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +292.5001,-42.4032,25199,991.102106407607,0.0549098000975134,1045.52332494667,0.053455265735005,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0549098000975134,0.0574776218395204,0.0550391633096966,0.0575055914389595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +293.5002,-42.3824,25201,991.18076842645,0.0551764780700825,1045.87063235902,0.0537080307302075,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0551764780700825,0.0577699230735747,0.0553189806974641,0.0577894021715174,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +294.5002,-42.3792,25204.5,991.318426959425,0.0555095499544229,1046.34606670147,0.05402363606675,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0555095499544229,0.0581482473361264,0.0556316710047702,0.0581501353051056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +295.4993,-42.3768,25210.5,991.554413015952,0.0557142857142856,1046.79815888398,0.054217585904797,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0557142857142856,0.0583545255416831,0.0558762560016839,0.0583918483330281,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +296.4993,-42.3664,25206,991.377423473557,0.0559711699489114,1046.86597772631,0.0544608837266426,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0559711699489114,0.0586294155967276,0.0561172073713405,0.0586505274239311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +297.4994,-42.3584,25211,991.574078520663,0.0562370423759352,1047.33727199331,0.0547126320409203,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0562370423759352,0.0589144867649217,0.0563963927176606,0.05894992421261,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +298.4994,-42.3456,25204.5,991.318426959425,0.0564635702626502,1047.29180461271,0.0549270759486162,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0564635702626502,0.0591701950125825,0.0565991555846335,0.0591558531920769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +299.4995,-42.3424,25215.5,991.751068063059,0.0567147732813261,1047.99800503977,0.0551648249494297,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0567147732813261,0.0594118120094344,0.0568487992171276,0.0594069339973932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +300.4995,-42.3296,25226,992.164043661983,0.056988955546605,1048.70643624118,0.0554242579655874,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.056988955546605,0.0597215244224984,0.0571313966896971,0.0597194620679443,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +301.4995,-42.3168,25220.5,991.947723110165,0.0572595340554979,1048.74618754287,0.0556802151169827,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0572595340554979,0.060013014118548,0.0573941751628116,0.060011071190325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +302.4996,-42.324,25074,986.185730229943,0.0574593517478217,1042.85132299191,0.0558691931360091,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0574593517478217,0.060229030780161,0.0576124096084743,0.0602314861307865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +303.4994,-42.3136,24931,980.561395882696,0.0575611472664447,1037.00363479489,0.0559654527408206,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575611472664447,0.0603267842216355,0.0576972955501081,0.0603253541404834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +304.4994,-42.3192,24859,977.729563204362,0.0575271447650138,1033.97555332785,0.0559333004173815,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575271447650138,0.0603166768846678,0.0576651665634502,0.0603304254379283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +305.4995,-42.3136,24791.5,975.074720068423,0.0575742903779705,1031.21395514186,0.0559778804192492,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575742903779705,0.0603486957477622,0.0577126515163095,0.060359819015847,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +306.4995,-42.3168,24750.5,973.46214868215,0.0575733152438894,1029.50759184622,0.0559769583709925,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575733152438894,0.060336006244416,0.0577095294770324,0.0603535906268005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +307.4998,-42.3272,24520.5,964.416016515248,0.0575449939584083,1019.91333035901,0.055950178511578,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575449939584083,0.0603244233838037,0.0577020423159608,0.0603505357238293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +308.4996,-42.3296,24132.5,949.15558485978,0.0574909800097511,1003.7234696151,0.0558991023603128,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0574909800097511,0.0602699765613068,0.0576392926209015,0.0602761704507245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +309.4997,-42.3456,23749,934.072142746707,0.0573273270726899,987.620001983436,0.0557443345139783,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0573273270726899,0.0600776420541944,0.0574728758605778,0.0600845359457138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +310.4999,-42.348,23371,919.205021185451,0.0573160494350582,971.89022162067,0.055733668282729,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0573160494350582,0.0600909955431808,0.0574793572224423,0.0601181114692877,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +311.5,-42.3536,23025.5,905.616157430389,0.0572349437178047,957.449047230852,0.0556569562832967,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0572349437178047,0.0600262938313521,0.0573951763638025,0.060039474859497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +312.5,-42.3688,22649,890.808032383265,0.0571578233311427,941.724680520191,0.0555840082597335,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0571578233311427,0.059945213807065,0.0573026630727726,0.0599474593600681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +313.4998,-42.372,22302,877.16017211407,0.0570380938248574,927.19171631054,0.0554707458080924,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0570380938248574,0.0597991369662201,0.0571832505063039,0.0598113402877378,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +314.4999,-42.3872,21926,862.371712571658,0.0569726750471667,911.503335921872,0.0554088551321556,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0569726750471667,0.0597410013346112,0.0571212223787233,0.0597739640357053,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +315.5002,-42.3952,21557.5,847.878235599905,0.0569004303309095,896.122872073752,0.0553405021963985,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0569004303309095,0.0596730534707635,0.0570388463289553,0.0596561197058074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +316.5002,-42.4136,21202,833.896061750629,0.0567756131685497,881.24102197536,0.0552223978512329,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0567756131685497,0.0595665944397842,0.0569373924080656,0.0595734018695115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +317.499,-42.4112,20852,820.13020845317,0.0566752591524812,866.611300556032,0.0551274308780629,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0566752591524812,0.0594825633682072,0.0568277030074586,0.0595035423985092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +318.4991,-42.4272,20494,806.049707080341,0.0565675280351047,851.645946483296,0.0550254727707191,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0565675280351047,0.059338773589012,0.0567339876416142,0.0593512191244581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +319.4991,-42.4296,20145.5,792.342850297014,0.0565519258898097,837.151364446331,0.0550107058390472,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0565519258898097,0.0593295515662313,0.0566929117165713,0.0593434710546459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +320.4994,-42.4376,19792,778.439338466581,0.0564754414601571,822.402043756434,0.0549383126170115,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0564754414601571,0.0592399872809862,0.0566263751805774,0.0592642840111954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +321.4992,-42.448,19443.5,764.732481683254,0.056393233417421,807.858219024701,0.0548604960979301,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.056393233417421,0.0591991152760225,0.0565513339793625,0.0592160981867551,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +322.4995,-42.456,19098,751.143617928191,0.056279566701291,793.41765527563,0.0547528914407079,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.056279566701291,0.0590523006733551,0.0564275187656758,0.0590671433810344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +323.4993,-42.4744,18747.5,737.358099126022,0.0562146142920737,778.808400263528,0.0546913978661246,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0562146142920737,0.0589824346287692,0.0563676230522954,0.0590051515986557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +324.4993,-42.4824,18406,723.926559408644,0.0561151082186842,764.54977663224,0.054597183338532,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0561151082186842,0.0588741311932337,0.0562712774237647,0.0589030388112951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +325.4996,-42.4792,18067,710.59334721482,0.0560680473999957,750.434928688582,0.0545526220337313,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0560680473999957,0.0588480882009012,0.0562185020942262,0.0588569246367429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +326.4994,-42.4848,17723.5,697.083145478599,0.0559641744218089,736.094828218667,0.0544542589716555,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0559641744218089,0.0587399323177304,0.05610987871415,0.0587538874900827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +327.4997,-42.5056,17383.5,683.710602275354,0.0558176499268649,721.873721324446,0.054315490379664,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0558176499268649,0.0585836743637357,0.0559773544901608,0.0586071221350214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +328.4998,-42.5088,17026.5,669.669431911946,0.0557845801623809,707.026660018734,0.0542841684156922,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0557845801623809,0.0585832317066423,0.055942428481711,0.0585919027918745,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +329.4996,-42.524,16738.5,658.342101198608,0.0557063150531023,695.015913700699,0.0542100358589365,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0557063150531023,0.0584727149856395,0.055857577210473,0.0585073167738804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +330.4996,-42.5344,16405,645.225209556601,0.0556105823246348,681.106559190578,0.0541193505348604,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0556105823246348,0.0583857328667726,0.0557662663230356,0.0584004468185093,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +331.4996,-42.54,16061.5,631.715007820381,0.0555233714200919,666.789954831238,0.0540367305718421,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0555233714200919,0.0582899713822189,0.0556707111123958,0.0583037808674749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +332.4997,-42.5456,15732.5,618.77510572077,0.0554543064888812,653.088850081099,0.0539712965012139,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0554543064888812,0.0582336063789838,0.0556219220672779,0.0582540733236563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +333.4997,-42.564,15415,606.287510229504,0.0553620927225318,639.852855587343,0.0538839238936839,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0553620927225318,0.0581206550439669,0.0555251381959636,0.0581524846399846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +334.4998,-42.556,15083,593.229615101629,0.0553022703665232,626.036559665408,0.0538272380870054,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0553022703665232,0.0580640687121851,0.0554553035371843,0.0580915707644836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +335.4998,-42.5872,14769.5,580.899343648048,0.0552100566001737,612.97082928986,0.0537398528912593,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0552100566001737,0.0579829149117156,0.0553844174003761,0.0580031387465099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +336.4999,-42.5872,14435.5,567.76278650133,0.0551515485553176,599.07578338896,0.0536844045313876,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0551515485553176,0.0579392394118267,0.0553200815443686,0.0579774135470874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +337.5001,-42.5976,14105,554.763887887587,0.0550250355075996,585.289790516935,0.0535644969854268,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0550250355075996,0.057784752086206,0.0551853220943909,0.0578308988673906,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +338.5002,-42.6032,13764.5,541.371679179631,0.0549203569838678,571.104005061132,0.0534652730678883,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0549203569838678,0.0576876626303717,0.0550853412554882,0.0577314279321091,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +339.5002,-42.6136,13452.5,529.100404240182,0.0548587963453669,558.126215562645,0.0534069156436798,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0548587963453669,0.0576385276929965,0.0550419013832075,0.0576865357604267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +340.499,-42.6192,13121.5,516.081840121728,0.054797320501134,544.361742119693,0.0533486352028447,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.054797320501134,0.0575582592067141,0.0549802615342589,0.0576253880866073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +341.4993,-42.632,12789.5,503.023944993853,0.0546600385813918,530.519253234581,0.053218476686632,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0546600385813918,0.0574131414562386,0.0548269918411958,0.057462830665028,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +342.4994,-42.6344,12452.5,489.769394818871,0.0545621012019588,516.4922421046,0.0531256108119039,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0545621012019588,0.0573305859083065,0.0547499162572162,0.0573831698356941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +343.4994,-42.648,12115.5,476.514844643889,0.0545091047845165,502.48924224196,0.0530753551189686,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0545091047845165,0.0572729667099732,0.0546860292854002,0.0573164435619074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +344.4995,-42.6504,11803,464.22390419973,0.0544454666864519,489.498791310891,0.0530150047454283,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0544454666864519,0.0571973461231721,0.0546264638818936,0.0572724412447803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +345.4993,-42.6688,11464.5,450.910357510616,0.0543200135670829,475.403814248131,0.0528960222215851,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0543200135670829,0.0570771647222953,0.0545019142641168,0.057133907767284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +346.4995,-42.6824,11142.5,438.245772476954,0.0542297076717613,462.011712606764,0.0528103653414392,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0542297076717613,0.0569916581270734,0.0543933938169959,0.0570341156153186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +347.4993,-42.6872,10818.5,425.502525424449,0.0541590740465944,448.547348205925,0.0527433628741469,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0541590740465944,0.056923120053768,0.0543395545574545,0.0569824223769945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +348.4996,-42.6952,10497.5,412.877271400209,0.054099845250461,435.213867890393,0.0526871754717298,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.054099845250461,0.0568693372169115,0.0542705638764717,0.0569214139399181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +349.4994,-42.6896,10170.5,400.01603131944,0.0540012295168846,421.617388837154,0.0525936166430486,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0540012295168846,0.0567692967137875,0.0541734778111525,0.0568351051125785,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +350.4995,-42.7088,9845,387.213787752803,0.0538614037691051,408.069665919921,0.0524609459976503,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0538614037691051,0.0565888401720165,0.054028215083598,0.0566396755152467,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +351.4995,-42.7216,9509.5,374.018234091954,0.0537936531490471,394.138041248116,0.0523966559518394,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0537936531490471,0.0565357950969824,0.0539601256492644,0.0565848196008092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +352.4998,-42.7296,9195.5,361.668297133662,0.0537050431390838,381.091708633264,0.0523125657361049,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0537050431390838,0.0564658552762142,0.053899368705427,0.0565345508187623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +353.4996,-42.74,8865,348.669398519919,0.0536592542344137,367.378738418859,0.0522691096476304,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0536592542344137,0.0564395171791528,0.0538250277666985,0.0564893012698274,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +354.4997,-42.748,8549.5,336.260465047495,0.0535671676594661,354.272985755944,0.0521817089069701,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0535671676594661,0.0563350501050941,0.0537432613651161,0.0563912811587455,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +355.4997,-42.7528,8240.5,324.10718313631,0.0534680855574163,341.436573734015,0.0520876600751136,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0534680855574163,0.0562620116846717,0.0536483455009211,0.0563201303562444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +356.4997,-42.7744,7941,312.327545814628,0.0533038814576134,328.975816292678,0.0519317778982988,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0533038814576134,0.0560449621565072,0.0534700536385006,0.0561055966641568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +357.4998,-42.7712,7633.5,300.233260417575,0.0533093930850274,316.238513314375,0.0519370105885896,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0533093930850274,0.0560652506066247,0.053478086285231,0.0561157920121011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +358.4998,-42.7792,7318,287.824326945151,0.053177749984101,303.130177042782,0.0518120223098517,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.053177749984101,0.0559375440351587,0.0533489463689111,0.0559762125620136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +359.4999,-42.7928,7012,275.78903806223,0.0531197507048523,290.438883011227,0.051756950052258,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0531197507048523,0.0558760146991666,0.0532994226182418,0.0559291846989774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +360.5002,-42.7872,6724.5,264.481372853604,0.0530397473130816,278.509398038776,0.0516809791755183,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0530397473130816,0.0557954511081552,0.0532049511296312,0.0558316447737452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +361.5002,-42.8032,6405.5,251.934780848205,0.052954953045174,265.275975338468,0.0516004526025511,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.052954953045174,0.055714961293326,0.0531116876608576,0.0557446181943763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +362.5,-42.8136,6109.5,240.292802059497,0.0528582027854917,252.994247718652,0.0515085638616318,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0528582027854917,0.0556060676483324,0.0530235789249837,0.0556672909964078,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +363.4991,-42.824,5812,228.591826756658,0.0527791745278018,240.656714676677,0.0514335003596457,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0527791745278018,0.0555463827168964,0.052942264628922,0.0556013092632818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +364.4991,-42.8376,5513,216.831854939686,0.052681915502512,228.254972399871,0.0513411129716102,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.052681915502512,0.0554482603945106,0.052865531438648,0.055493906382273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +365.4991,-42.8448,5218.5,205.24887266511,0.0526120450257562,216.047435595252,0.0512747369898314,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0526120450257562,0.055350728281583,0.0527870833881621,0.0554187134673826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +366.4994,-42.8504,4911,193.154587268057,0.0524817162359823,203.291671506737,0.0511509146762237,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0524817162359823,0.0552186689153647,0.052643494833722,0.0552665841178516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +367.4992,-42.8608,4623.5,181.84692205943,0.0524235473681978,191.379982791774,0.0510956448559566,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0524235473681978,0.0551971262701491,0.05259540376568,0.0552526180429097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +368.4995,-42.8744,4340.5,170.716246393199,0.0522896572191719,179.642940398843,0.0509684159784881,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0522896572191719,0.0550367368499488,0.0524744149222746,0.0550990714036267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +369.4996,-42.8712,4042.5,158.995605585648,0.0522330570453436,167.300432122162,0.0509146268951406,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0522330570453436,0.0549712236001153,0.0524008641818686,0.055041721124045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +370.4994,-42.8952,3747,147.373292301651,0.052129989612702,155.055860498526,0.0508166709527118,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.052129989612702,0.0548817330910522,0.0523096470082384,0.0549339821971476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +371.4996,-42.8928,3464.5,136.262282140131,0.0520452801390626,143.354090786502,0.0507361553465234,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0520452801390626,0.0547946034198211,0.052217528722009,0.0548497324826674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +372.4995,-42.9056,3181.5,125.1316064739,0.0519643440103448,131.633988319277,0.0506592202148313,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0519643440103448,0.0547130807384406,0.0521506076770004,0.0547758181274885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +373.4995,-42.9192,2895.5,113.882937779405,0.0518824751446802,119.791466468148,0.0505813924329221,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0518824751446802,0.0546260986195738,0.0520476082981943,0.0546767233539925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +374.4996,-42.9296,2622.5,103.145572207387,0.0517861488563372,108.487084163591,0.0504898130964131,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0517861488563372,0.0545215577693329,0.0519496939695531,0.0545702768347316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +375.4998,-42.9344,2348,92.3492101212374,0.0516802408157208,97.1218395394446,0.0503891145150373,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0516802408157208,0.054418566218919,0.0518436868384763,0.0544788543494333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +376.4999,-42.9448,2052,80.7072313325295,0.0515604689123014,84.8685340246483,0.0502752217941567,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0515604689123014,0.0543087872597385,0.0517285664664013,0.0543475689190545,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +377.4997,-42.956,1797,70.6778239300953,0.0514944565747355,74.3173400652604,0.0502124442254041,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0514944565747355,0.0542567012750737,0.051679258524277,0.0543114857912109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +378.5,-42.9584,1527.5,60.078116891052,0.0513928730417824,63.1657039250232,0.0501158308390362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0513928730417824,0.0541135754815187,0.0515507631633069,0.0541607321010754,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +379.4998,-42.9632,1244.5,48.9474412248211,0.0513105802047781,51.4589628336059,0.0500375574744121,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0513105802047781,0.0540515297122506,0.0514780461176771,0.054101433370869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +380.5001,-42.9816,968.5,38.0920826245394,0.0511966591058443,40.0422699932996,0.0499291905713972,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0511966591058443,0.0539184374794809,0.0513716113644108,0.0539819985300555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +381.5001,-42.9896,699,27.4923755854962,0.0511340809361286,28.8981729438114,0.0498696583878618,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0511340809361286,0.0538953455344384,0.0512950535954719,0.0539229081262618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +382.4999,-42.9976,511.5,20.1178113190004,0.050999978801433,21.1438192698006,0.0497420717249119,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.050999978801433,0.053759080925832,0.0511593545009577,0.053783736475061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +383.4999,-43.008,176,6.92225765815068,0.050941301168041,7.27488647027731,0.0496862398765474,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.050941301168041,0.0536966662756529,0.0511100870388589,0.0537355407776414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +384.5002,-43.016,-70.5,-2.7728361642024,0.0508063086935322,-2.91371373431746,0.0495577825165284,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0508063086935322,0.0535393754551068,0.0509691638723019,0.0536053567009634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +385.499,-43.0296,-335,-13.1758881561391,0.0507283827613253,-13.8442796537441,0.0494836215402099,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0507283827613253,0.0534786576571192,0.0508916977085406,0.0535099607434964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +386.4991,-43.032,-585,-23.0086405114667,0.0506147584423292,-24.173217293041,0.0493754770711997,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0506147584423292,0.0533458605290785,0.0507687905396908,0.0533832232801146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +387.4991,-43.04,-848.5,-33.3723614939821,0.0505220359103724,-35.058401139795,0.0492872176753659,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0505220359103724,0.0532605752624033,0.0506828013526236,0.0533132017543707,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +388.4992,-43.0504,-1073.5,-42.221838613777,0.050407775634367,-44.3501475814907,0.049178446525097,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.050407775634367,0.0531444515515499,0.050560566015774,0.0531732306136357,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +389.4992,-43.0664,-1322,-51.9955944549727,0.0503082695609777,-54.6114028367967,0.0490837111383785,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0503082695609777,0.05303961559658,0.0504709777051781,0.0530869300154233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +390.4995,-43.0712,-1567,-61.6316917631938,0.0501889216288977,-64.7249199109531,0.0489700733456606,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0501889216288977,0.0529425999169279,0.0503473121008674,0.0529744918862841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +391.4993,-43.0768,-1808.5,-71.1301305384403,0.0501043817437941,-74.6940617524242,0.0488895704130334,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0501043817437941,0.0528191723640322,0.0502446597275006,0.0528529558780387,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +392.4993,-43.0848,-2058.5,-80.962882893768,0.0499970322006231,-85.010786756863,0.0487873376898405,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0499970322006231,0.0527059997004687,0.0501315572485358,0.0527338767903803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +393.4994,-43.1032,-2303.5,-90.5989802019891,0.0498851885612533,-95.1185274128226,0.0486808139635383,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0498851885612533,0.0526145910106673,0.0500513644806751,0.0526661437341336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +394.4997,-43.108,-2510.5,-98.7404991522004,0.049753333474657,-103.653168133974,0.0485552160709622,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.049753333474657,0.0524739736073084,0.049912077472269,0.052520493370276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +395.4995,-43.1112,-2767,-108.828903068767,0.0496696415322323,-114.234395672539,0.0484754875517784,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0496696415322323,0.0523884670120867,0.0498248029099141,0.0524243514245853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +396.4998,-43.1184,-2995.5,-117.816038721536,0.0496012125580311,-123.659857100908,0.0484102944642908,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0496012125580311,0.0523273065570057,0.0497542888026291,0.0523600488942479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +397.4998,-43.1368,-3220.5,-126.665515841331,0.0494798295635215,-132.932903976736,0.0482946410024099,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0494798295635215,0.0522033625708344,0.0496191933929112,0.0522162826911826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +398.4996,-43.132,-3442.5,-135.396999932862,0.0493716744748054,-142.081776538413,0.0481915797914536,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0493716744748054,0.0520928458498315,0.0495104142265161,0.0521121868703419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +399.4997,-43.156,-3681,-144.777445679845,0.0492760265406058,-151.911502935646,0.0481004278232413,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0492760265406058,0.0520014371600301,0.0494449860031122,0.0520559728313013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +400.4997,-43.1504,-3908,-153.705584818482,0.0491498526699595,-161.26019166686,0.0479801720905529,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0491498526699595,0.0519005851189013,0.0493054489665912,0.0519100490705644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +401.4997,-43.1712,-4135,-162.63372395712,0.0490158353295317,-170.605351789631,0.0478524249432457,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0490158353295317,0.0517283177333595,0.049186926984267,0.0517717867514517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +402.5,-43.1768,-4362,-171.561863095757,0.0489115807771394,-179.953225020842,0.0477530368026668,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0489115807771394,0.0516406716288526,0.0490620996406508,0.0516512755571799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +403.5001,-43.1872,-4562,-179.428064980019,0.0488144913403852,-188.186754704208,0.0476604704393898,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0488144913403852,0.0515364996595229,0.0489703572451127,0.0515697938734441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +404.5001,-43.1952,-4799,-188.74951421287,0.0487181226549084,-197.945036197347,0.0475685827758546,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0487181226549084,0.051430483285637,0.0488655669770047,0.0514470944974092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +405.5002,-43.2056,-5007.5,-196.950029677213,0.0485931359040128,-206.520449235617,0.0474493951726473,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0485931359040128,0.0513176795029845,0.0487361698618749,0.0513306280674622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +406.5002,-43.2112,-5234.5,-205.878168815851,0.0484658597078837,-215.856231262596,0.0473280097499657,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0484658597078837,0.0511786851756351,0.048610826728402,0.0512039313956128,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +407.5002,-43.224,-5438.5,-213.901694737798,0.0483852627562376,-224.251384441691,0.047251135478042,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0483852627562376,0.0510964247324322,0.0485246777621845,0.0511069125594245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +408.4993,-43.232,-5650.5,-222.239868735116,0.0482497191189875,-232.962879978626,0.0471218391163857,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0482497191189875,0.0509714478797093,0.0483951002937634,0.0509904768110351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +409.4991,-43.248,-5857.5,-230.381387685327,0.048127318593263,-241.469026128417,0.0470050657271892,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.048127318593263,0.0508313469096263,0.0482790137493726,0.0508501997255164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +410.4994,-43.2664,-6070,-238.739227187356,0.0480119983889088,-250.201574578445,0.0468950346776916,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0480119983889088,0.0507178791413337,0.0481419589087297,0.050741666172436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +411.4994,-43.2584,-6237.5,-245.327171265425,0.0479166472346469,-257.082426788024,0.0468040476543243,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0479166472346469,0.0506333316364811,0.0480749094107719,0.050661551374311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +412.4995,-43.2664,-6453,-253.803003795718,0.0477921268522247,-265.932789148599,0.0466852139841996,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0477921268522247,0.0505043708699171,0.0479558790987425,0.0505205138168133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +413.4995,-43.2816,-6645.5,-261.37422310932,0.0476553960952239,-273.830115240676,0.0465547113057049,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0476553960952239,0.050371499965694,0.0477969970417828,0.0503756680976151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +414.4996,-43.2896,-6836,-268.86678040408,0.0475845928815211,-281.660696688973,0.046487126480957,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0475845928815211,0.0502832636517291,0.0477369964004114,0.0502981122602676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +415.4996,-43.2952,-7015,-275.907031090494,0.0474790240179764,-289.006827646368,0.0463863478098155,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0474790240179764,0.0501945846806708,0.0476314888719862,0.0502117982145671,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +416.4994,-43.308,-7214.5,-283.753567470046,0.0473580225976724,-297.191575330463,0.046270824341645,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0473580225976724,0.0500732966370602,0.0475139946538979,0.0501026942843946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +417.4994,-43.3184,-7411.5,-291.501776326044,0.047279545502724,-305.283847823976,0.0461958929108521,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.047279545502724,0.049961747049506,0.047417184442442,0.0500006398703667,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +418.4995,-43.316,-7579,-298.089720404114,0.0471097025841052,-312.132638475731,0.0460337044168592,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0471097025841052,0.0497958244156373,0.0472513365847763,0.0498297739979589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +419.4998,-43.332,-7768.5,-305.542946689452,0.0470316494604963,-319.913135453277,0.0459591601425973,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0470316494604963,0.0497568705914119,0.0471974102979279,0.049787275952463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +420.4998,-43.3504,-7951,-312.720855908841,0.0468987344455514,-327.387068285695,0.0458322074834783,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0468987344455514,0.0495887346720759,0.0470468665548905,0.0496248573266352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +421.4999,-43.3584,-8118.5,-319.308799986911,0.0468784262183875,-334.277494007979,0.0458128088315624,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0468784262183875,0.0496068098367259,0.0470473977898998,0.0496200887347126,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +422.4999,-43.3504,-8319,-327.194667375883,0.0466222627350389,-342.449223123785,0.0455680862136253,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0466222627350389,0.0493205582496158,0.0467688203408562,0.0493429074342472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +423.5,-43.3528,-8488.5,-333.861273472796,0.0465397155152311,-349.399082161773,0.0454892129867004,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0465397155152311,0.0492339450116603,0.0466855235505557,0.0492549764418821,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +424.5,-43.3712,-8667.5,-340.90152415921,0.0464291013927458,-356.72927558934,0.045383512298095,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0464291013927458,0.0491471104451581,0.0465860090964956,0.0491467439564317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +425.5,-43.3848,-8856.5,-348.335084939838,0.0463166217963666,-364.468789327402,0.045276017541096,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0463166217963666,0.0490126902411079,0.0464754580631417,0.0490188405241897,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +426.5001,-43.4,-9037.5,-355.453997645095,0.0461848515040383,-371.870587742851,0.0451500723083841,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0461848515040383,0.0488967878588013,0.0463304229861144,0.0489163080721577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +427.5001,-43.4056,-9213.5,-362.376255303246,0.0460691497254784,-379.070621265769,0.0450394721818125,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0460691497254784,0.0487473910897553,0.0462163097305009,0.0487612998625914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +428.4999,-43.4264,-9391.5,-369.377174980239,0.0459116867699743,-386.33590413791,0.0448889326041505,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0459116867699743,0.0485895100597513,0.0460731987238149,0.0486058032151311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +429.5002,-43.4264,-9564,-376.161774105415,0.0458425370444957,-393.405984169566,0.0448228161123404,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0458425370444957,0.048532185966147,0.0459856355076799,0.0485433012997145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +430.4993,-43.432,-9743,-383.20202479183,0.0456531490471243,-400.696403944811,0.0446417131828451,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0456531490471243,0.0483374168450205,0.0458121526474872,0.0483527942138587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +431.4993,-43.44,-9897.5,-389.278665747422,0.0455791236512412,-407.021646188314,0.0445709172249973,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0455791236512412,0.0482806829608742,0.0457442987956649,0.0482989990152518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +432.4994,-43.4736,-10067,-395.945271844334,0.045420685561656,-413.9293775364,0.0444193743227067,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.045420685561656,0.0481016281665658,0.0455809153731396,0.0481133076940207,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +433.4994,-43.4528,-10239.5,-402.729870969511,0.0453157526551204,-420.979878189194,0.0443189954277819,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0453157526551204,0.0480099981482177,0.0454771270302027,0.0480265132082889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +434.4994,-43.4688,-10402,-409.121160000473,0.0451876285163123,-427.608374996737,0.0441964181192517,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0451876285163123,0.0478766845869012,0.0453402532851119,0.0478838462837178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +435.4995,-43.4792,-10566.5,-415.591111050279,0.0450817628728297,-434.326690970704,0.0440951243395991,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0450817628728297,0.0477643972375246,0.0452378835492354,0.0477827906645727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +436.4995,-43.4848,-10732.5,-422.120058614217,0.0449211625294129,-441.082182374152,0.0439414400152558,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0449211625294129,0.0476062211027915,0.0450638080943172,0.0476053631135542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +437.4996,-43.492,-10885.5,-428.137703055677,0.044857906005554,-447.343063896782,0.043880901057018,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.044857906005554,0.0475379781342151,0.0450113000883523,0.0475666876359221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +438.4996,-43.508,-11033.5,-433.958692450031,0.0446764462722321,-453.346424657643,0.0437072166822381,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0446764462722321,0.0473550132022478,0.0448443214720056,0.0473830975372449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +439.4997,-43.5136,-11203,-440.625298546943,0.0445615924363512,-460.260263517937,0.0435972686209176,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0445615924363512,0.0472458244525253,0.0447309073946737,0.0472687972949736,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +440.4997,-43.5136,-11349.5,-446.387291427165,0.0444571682954232,-466.232406367081,0.0434972942760454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0444571682954232,0.0471445297543032,0.0446088102163446,0.0471529143944059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +441.4997,-43.5344,-11517,-452.975235505235,0.0443426536366141,-473.061359479207,0.0433876479061813,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0443426536366141,0.0470258976532533,0.0445025063336775,0.0470310567326273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +442.4998,-43.532,-11652,-458.284921777112,0.044211688889831,-478.546472161622,0.0432622360418232,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.044211688889831,0.0468876410877264,0.0443804664485873,0.0469161364303936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +443.4996,-43.5528,-11789.5,-463.692935572542,0.0440923409577511,-484.138242587507,0.043147934742296,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0440923409577511,0.0467726240196067,0.0442502939815485,0.0467790202247234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +444.4997,-43.5608,-11952.5,-470.103890108216,0.0439837618976956,-490.780827677916,0.043043935601647,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0439837618976956,0.0466447698957764,0.0441106048699951,0.0466469588167863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +445.4999,-43.5632,-12107,-476.180531063808,0.0437869120047483,-497.031006075873,0.042855361352577,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0437869120047483,0.0464414427375094,0.0439329416911374,0.0464410324277312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +446.5,-43.5768,-12237,-481.293562288579,0.0436856252517329,-502.319172486789,0.042758318875335,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0436856252517329,0.0463700273930963,0.0438671341468116,0.0463983192595506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +447.5,-43.5816,-12393,-487.429199758303,0.0435384224026456,-508.651098148764,0.0426172675593571,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0435384224026456,0.0461728974341381,0.0437037600553311,0.0461979109908512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +448.5001,-43.592,-12538,-493.132196124393,0.0434507451296292,-514.559157493408,0.042533244820349,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0434507451296292,0.0461254593489547,0.0436127241776556,0.046125165658318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +449.5001,-43.5952,-12662.5,-498.028906797346,0.0433306340491381,-519.608815103674,0.0424181287072554,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0433306340491381,0.0460006300485963,0.0434790869271491,0.0460063664223869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +450.5002,-43.608,-12814,-503.987554724675,0.0431979310198629,-525.758774348541,0.0422909288867729,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0431979310198629,0.0458510119510037,0.0433421947581803,0.0458572653257448,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +451.5002,-43.608,-12949,-509.297240996552,0.0430682805842324,-531.231797472567,0.0421666394407988,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0430682805842324,0.0457437413820197,0.0432286773702115,0.0457658712409257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +452.5002,-43.6288,-13087,-514.724920296693,0.0428887287219384,-536.800817769719,0.0419944864559229,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0428887287219384,0.0455915411180485,0.0430526084301537,0.0455924548121514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +453.4993,-43.6368,-13228.5,-520.290258129808,0.0427820575329108,-542.54934588693,0.0418921968809587,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0427820575329108,0.0454161013566702,0.0429356462215271,0.0454245366003844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +454.4993,-43.6368,-13355,-525.265630821604,0.0426987895618256,-547.693837456115,0.0418123419436713,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0426987895618256,0.045367851733482,0.0428521527076998,0.0453855294858467,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +455.4991,-43.6584,-13494.5,-530.752306635877,0.0425350094333621,-553.327861005413,0.0416552563172257,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0425350094333621,0.045173820374178,0.0426926961883971,0.0452030086726061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +456.4992,-43.6656,-13634,-536.23898245015,0.0423844572106925,-558.967180656514,0.041510836136648,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0423844572106925,0.0450256778002303,0.0425694124007944,0.0450735984919089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +457.4992,-43.6768,-13759.5,-541.175024132524,0.0422436139316981,-564.036212921456,0.041375710565657,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0422436139316981,0.0448986352144046,0.0424070368717509,0.0449163192289575,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +458.4995,-43.6816,-13893,-546.425713890269,0.0421135819218619,-569.437657956399,0.0412509411544796,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0421135819218619,0.0447681251480134,0.042278504844014,0.0447820428690836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +459.4996,-43.6816,-14017.5,-551.322424563222,0.0419576876603142,-574.454638653173,0.041101335654789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0419576876603142,0.0445728395936113,0.0421010271514122,0.0445933735617841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +460.4996,-43.6896,-14152.5,-556.632110835099,0.0418626332859897,-579.934196766195,0.0410101047809607,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0418626332859897,0.0445068836866843,0.0420328353175079,0.0445378220965559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +461.4996,-43.708,-14284,-561.804138574002,0.0417305662137238,-585.248543377908,0.0408833362039904,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0417305662137238,0.0443265746972779,0.0418809715552414,0.0443540507928719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +462.4994,-43.716,-14402.5,-566.464863190427,0.0415978207873148,-590.028567051733,0.040755900291902,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0415978207873148,0.0442439453731636,0.0417581682526974,0.0442592717216998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +463.4997,-43.7208,-14524,-571.243580835116,0.0414305216967333,-594.910500405025,0.0405952696489777,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0414305216967333,0.0440489549234904,0.0415931152298626,0.0440658080505704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +464.4998,-43.7344,-14655.5,-576.415608574018,0.0412724227842198,-600.205677270508,0.0404434487536974,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0412724227842198,0.0438944675978695,0.0414366803571484,0.0439050814497319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +465.4998,-43.7472,-14759,-580.486368049124,0.0411921650096453,-604.397858307653,0.0403663691480372,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0411921650096453,0.0438201012061667,0.0413579364520687,0.0438322796175257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +466.4996,-43.7448,-14866,-584.694786057204,0.0409973501791277,-608.665722949101,0.0401792441724621,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0409973501791277,0.0436268076086851,0.0411621539818179,0.043631770582056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +467.4999,-43.7576,-15004,-590.122465357345,0.0408709219256779,-614.241314565554,0.0400577876371961,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0408709219256779,0.0434808045440225,0.0410323612138718,0.0435120174995966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +468.5,-43.7768,-15116,-594.527538412532,0.0407118902762173,-618.731878322573,0.039904988864226,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0407118902762173,0.043330006027514,0.0408593723340027,0.0433478751083566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +469.5,-43.7816,-15219,-598.578632382927,0.0405882602336082,-622.873897684363,0.0397861880822012,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0405882602336082,0.0432135872119317,0.0407552779390449,0.0432300161851351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +470.5,-43.792,-15334,-603.101698466378,0.0405014309032709,-627.528180234459,0.0397027420579789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0405014309032709,0.043090159659036,0.0406666818733589,0.0431135878930363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +471.5001,-43.7976,-15451.5,-607.723092073382,0.0404014160642741,-632.275965568106,0.0396066156682056,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0404014160642741,0.0430515009395396,0.0405663260194989,0.0430881281618964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +472.5001,-43.808,-15568,-612.305154670964,0.0401471180548194,-636.887442001114,0.0393621628169015,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0401471180548194,0.0427531500585413,0.0403198801898411,0.04277032395242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +473.5002,-43.8136,-15676.5,-616.572569193177,0.0400556250397473,-641.269768834572,0.0392741973381184,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0400556250397473,0.042681070728488,0.0402190163710175,0.0426829001045507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +474.5002,-43.8344,-15772,-620.328680592912,0.0399497933139719,-645.110683169328,0.0391724363283317,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0399497933139719,0.0425553561139428,0.0401088330085253,0.0425775922325234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +475.5,-43.8344,-15888.5,-624.910743190494,0.0397587221503825,-649.756395797794,0.0389886883052735,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0397587221503825,0.0423587425882601,0.0399126392500012,0.0423671889055013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +476.4991,-43.8392,-15995,-629.099495693864,0.0396066012337564,-654.015988556168,0.0388423735474127,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0396066012337564,0.0422067636528358,0.0397784139950631,0.0422451817143083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +477.4993,-43.8528,-16095.5,-633.052262140706,0.0394938248574395,-658.053917307297,0.038733887805202,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0394938248574395,0.0421036245500575,0.0396541548740708,0.0421083161656669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +478.4994,-43.8576,-16197.5,-637.064025101679,0.0393126915820491,-662.10872663852,0.0385596212013443,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0393126915820491,0.0419061257101879,0.0394604331382977,0.0419344526629495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +479.4992,-43.8688,-16316,-641.724749718105,0.0391472410065079,-666.846503155161,0.0384004162310712,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0391472410065079,0.0417229394496739,0.0392960971504716,0.0417383572807289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +480.4993,-43.8792,-16416,-645.657850660236,0.0390306446484218,-670.858292793819,0.0382882060502073,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0390306446484218,0.0416224562894564,0.0391680275835011,0.0416410425579553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +481.4993,-43.8976,-16523,-649.866268668316,0.0388630657367563,-675.122064187673,0.038126909145374,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0388630657367563,0.0414690756065693,0.0390212011508189,0.041486323660772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +482.4996,-43.8944,-16620,-653.681376582183,0.0387335552116675,-679.000780272868,0.0380022357376963,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0387335552116675,0.0413033005250651,0.0388851645118546,0.0413388313536313,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +483.4996,-43.9128,-16709,-657.18183642068,0.0385697920420578,-682.529203185243,0.0378445667384474,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0385697920420578,0.0411516904705517,0.0387086748295328,0.0411803683900726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +484.4997,-43.9128,-16811,-661.193599381653,0.0384273291925466,-686.601503485097,0.0377073851812096,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0384273291925466,0.0409952849641926,0.0385823117086756,0.041026277563112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +485.4995,-43.9264,-16911.5,-665.146365828495,0.0382763784368175,-690.60575984282,0.0375620098390841,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0382763784368175,0.0408444864476841,0.0384280069450593,0.0408870524554291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +486.4997,-43.9424,-16996.5,-668.489501629307,0.0381122040150085,-693.967109897295,0.0374038752552799,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0381122040150085,0.0406739896905163,0.0382565455392989,0.0407061436826257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +487.4995,-43.9448,-17113.5,-673.0912297316,0.037911610455133,-698.609202233951,0.0372106274138035,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.037911610455133,0.0404915411918246,0.0380617784310059,0.0405154323105912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +488.4996,-43.9448,-17205.5,-676.709682598361,0.0378000720751276,-702.289357374516,0.0371031574014205,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0378000720751276,0.0403521042073818,0.0379414644221655,0.0403911669506365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +489.4996,-43.9688,-17300.5,-680.446128493385,0.0376560617302271,-706.069049912026,0.0369643827554175,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0376560617302271,0.040209052190009,0.0378025317420291,0.0402359189562129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +490.4999,-43.9656,-17387.5,-683.867926313039,0.0374834757170416,-709.501673122657,0.0367980459761611,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0374834757170416,0.0400457854987011,0.0376183075734097,0.040037870860249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +491.5,-43.9816,-17488.5,-687.840358264591,0.0373403641913805,-713.524567747721,0.0366600954445204,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0373403641913805,0.0398763953842669,0.0374755736692045,0.0399069368166752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +492.5,-43.9896,-17570.5,-691.065501037139,0.037170232972251,-716.752566709775,0.0364960748608284,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.037170232972251,0.0397106940789449,0.0373112273867775,0.0397364550768341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +493.5001,-44,-17652.5,-694.290643809686,0.0370364572954868,-720.0047095898,0.0363670851342238,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0370364572954868,0.039557092067511,0.0371695834077527,0.0395838609616464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +494.5001,-43.9976,-17743.5,-697.869765667026,0.0368977593114705,-723.61959631136,0.0362333316302674,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0368977593114705,0.039421491444545,0.037044953076089,0.0394598253486139,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +495.5001,-44.016,-17838.5,-701.60621156205,0.0367229813664596,-727.371283395835,0.0360647589091364,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0367229813664596,0.0392534293013911,0.0368924102206555,0.0392993529306954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +496.4999,-44.0184,-17922,-704.89035084873,0.0365489199330125,-730.653331843453,0.0358968490139153,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0365489199330125,0.0390663329032182,0.0366953035333698,0.0390858758696055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +497.5,-44.0208,-17989.5,-707.545193984668,0.0364165433616686,-733.311544221751,0.0357691319111774,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0364165433616686,0.0389284452186024,0.0365662620222148,0.0389798787992739,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +498.4991,-44.0312,-18075,-710.90799529019,0.0362583850931676,-736.684371149234,0.035616519201257,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0362583850931676,0.0387748432071686,0.0364095759503314,0.0388116413712211,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +499.4993,-44.0528,-18175.5,-714.860761737032,0.0360971699913084,-740.66521217357,0.0354609328668666,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0360971699913084,0.0386196918959076,0.036263610619589,0.0386596329875503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +500.4991,-44.0528,-18249.5,-717.771256434209,0.0359406524918915,-743.568423730379,0.0353098569569423,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0359406524918915,0.0384476458389126,0.0360811728796421,0.0384800442802078,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +501.4994,-44.0736,-18333,-721.055395720888,0.0357829817904309,-746.85690781586,0.0351576448576489,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0357829817904309,0.0382988392793247,0.0359331914297466,0.038322610099854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +502.4995,-44.0792,-18410.5,-724.10354895104,0.0356275199796493,-749.901562608628,0.035007542489296,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0356275199796493,0.0381305558076241,0.0357852947491879,0.0381744665458019,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +503.4995,-44.0872,-18491,-727.269695209455,0.03547334704174,-753.068385500561,0.0348586623061537,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.03547334704174,0.0379821181289474,0.0356428346126575,0.0380290468383189,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +504.4993,-44.092,-18557,-729.865541831262,0.0353211074131387,-755.645201031433,0.0347116273085004,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0353211074131387,0.0378253437416771,0.0354700049991077,0.0378395458433725,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +505.4993,-44.1024,-18637.5,-733.031688089677,0.0351580098785321,-758.803623420811,0.034554081614287,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0351580098785321,0.0376512319515792,0.0353071731576109,0.0376833019410193,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +506.4994,-44.116,-18721.5,-736.335492881067,0.0349915502512029,-762.101013281959,0.034393262675507,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0349915502512029,0.0374915065170189,0.0351573862253422,0.0375327874655443,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +507.4997,-44.124,-18800.5,-739.442642625351,0.0348145718949398,-765.186021669216,0.0342222530772642,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0348145718949398,0.0372993195622711,0.0349583907544803,0.0373169859519209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +508.4995,-44.1312,-18887.5,-742.864440445005,0.0346376461111229,-768.595516041676,0.0340512650421614,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0346376461111229,0.0371221829487012,0.0348049085106889,0.0371641378005805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +509.4995,-44.1392,-18954.5,-745.499618076233,0.0344937158968054,-771.214670103332,0.0339121436531648,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0344937158968054,0.0369812704406135,0.0346587283979326,0.0370191087987297,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +510.4998,-44.1496,-19032,-748.547771306384,0.0342374557479914,-774.176142501744,0.0336643974465651,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0342374557479914,0.0366967894818772,0.0343897394172883,0.0367095018339367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +511.4996,-44.1608,-19096,-751.064955909348,0.0341607013333898,-776.721861550143,0.0335901811605235,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0341607013333898,0.0366395391644551,0.0343093018936059,0.0366596580754483,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +512.4997,-44.1576,-19183.5,-754.506419233713,0.0340016941894727,-780.160915764492,0.0334364145660099,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0340016941894727,0.0364524427662822,0.0341528155518145,0.0364889065501374,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +513.4997,-44.184,-19252,-757.200593379073,0.033845059673966,-782.82809264715,0.033284919281832,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.033845059673966,0.0363207522809751,0.0339966626166644,0.0363403950511747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +514.5,-44.1896,-19321.5,-759.934098533854,0.0337154652025523,-785.555630189205,0.0331595594966899,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0337154652025523,0.0361760034114106,0.0338623799574502,0.0362038011059065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +515.5,-44.1976,-19397,-762.903589745163,0.0335055985415385,-788.465131149063,0.032956517194717,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0335055985415385,0.0359446413038907,0.0336551488743722,0.0359927765126129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +516.5001,-44.2048,-19464.5,-765.558432881101,0.0333613126152672,-791.098467085701,0.0328168991808751,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0333613126152672,0.0357980480297702,0.033505094495034,0.0358290388324762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +517.4999,-44.216,-19528.5,-768.075617484065,0.0331816717189917,-793.561650478783,0.032643042747121,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0331816717189917,0.0356280677058778,0.0333355445728972,0.0356604540481224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +518.5002,-44.2312,-19607.5,-771.182767228349,0.0330127784961735,-796.641653102925,0.0324795603380218,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0330127784961735,0.035463915700383,0.0331768555221067,0.0355091532483964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +519.5002,-44.2288,-19688,-774.348913486764,0.032827367349967,-799.768749726842,0.0323000584079454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.032827367349967,0.0352772619593034,0.0329778134097379,0.0353118154161518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +520.5,-44.2472,-19734,-776.158139920145,0.0326731265766433,-801.517653069248,0.0321507088686313,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0326731265766433,0.035082787942906,0.0328192460563813,0.0351307602380408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +521.4991,-44.2448,-19808,-779.068634617322,0.0324932100989971,-804.383075443482,0.0319764696561223,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0324932100989971,0.034913766709383,0.0326612173336474,0.0349749248513843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +522.4993,-44.2528,-19875,-781.703812248549,0.0323431454433681,-806.986572341739,0.0318311170663244,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0323431454433681,0.0347420157571169,0.0325087963724387,0.0348202160554544,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +523.4991,-44.2736,-19948,-784.574975936305,0.03216447544146,-809.810418481792,0.0316580297882281,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.03216447544146,0.0346084292239261,0.0323136537321064,0.0346439495826848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +524.4992,-44.276,-19998.5,-786.561191912081,0.0319612066224323,-811.70063668797,0.031461075870692,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0319612066224323,0.0343556351354641,0.0321184863078884,0.0344164231924778,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +525.4992,-44.284,-20057.5,-788.881721467939,0.0318070167256692,-813.973695577244,0.0313116502759903,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0318070167256692,0.0342173711923189,0.0319761788822112,0.0342645888634089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +526.4995,-44.2944,-20133.5,-791.870878183958,0.0316172429143789,-816.907652096323,0.0311277096143073,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0316172429143789,0.0339910479980464,0.0317827140852268,0.0340559746600501,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +527.4993,-44.292,-20189.5,-794.073414711552,0.0315082483624106,-819.093277080271,0.0310220499706932,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0315082483624106,0.0339136567828714,0.0316745715501239,0.03394611603804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +528.4994,-44.316,-20261.5,-796.905247389886,0.0312996035867975,-821.848065729428,0.0308197579577678,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0312996035867975,0.0336801182779753,0.0314650443330466,0.0337418884325033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +529.4994,-44.3208,-20308,-798.734139327977,0.0311472664447882,-823.612524384174,0.0306720332871353,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0311472664447882,0.0335349931498814,0.0313222255742735,0.0336115025801781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +530.4995,-44.3312,-20376.5,-801.428313473337,0.0310551459521336,-826.316786718424,0.0305826914338214,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0310551459521336,0.0334432303344053,0.0312207373841138,0.0334880560748351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +531.4995,-44.3312,-20444.5,-804.102822113986,0.0307636656562016,-828.839972486709,0.0302999504905022,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0307636656562016,0.0331326694952455,0.030925822847102,0.0331807785934511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +532.4995,-44.3448,-20480.5,-805.518738453153,0.0305666588938586,-830.140754964062,0.0301088052280506,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0305666588938586,0.0329191833566834,0.0307218909969784,0.0329589278809362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +533.4996,-44.3528,-20561,-808.684884711568,0.0304173955440612,-833.282972720343,0.0299639585469353,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0304173955440612,0.0327626081651051,0.0305908926243507,0.0328182374373244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +534.4999,-44.3528,-20621.5,-811.064410781558,0.030262217794077,-835.609018625654,0.0298133502240567,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.030262217794077,0.0325977405306425,0.0304298866263455,0.0326570860618245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +535.4997,-44.3736,-20673,-813.089957766755,0.0300331587984652,-837.509617585801,0.0295909947315793,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0300331587984652,0.0324095965106816,0.0301895596838719,0.0324387620963785,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +536.4997,-44.3792,-20760,-816.511755586409,0.0299116655714074,-840.934982154632,0.0294730369826518,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0299116655714074,0.0323003487400133,0.0300808298748493,0.0323407111757161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +537.4998,-44.392,-20794.5,-817.868675411445,0.0297884425412842,-842.231709455255,0.029353385553995,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0297884425412842,0.0321413094239481,0.0299465171248692,0.0321621067500667,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +538.5,-44.3944,-20865.5,-820.661177080358,0.0295145824942233,-844.882649091103,0.029087412022809,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0295145824942233,0.0318404280198988,0.0296896184665378,0.0318882223842179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +539.4999,-44.3976,-20911.5,-822.470403513738,0.0293602908443389,-846.618373771762,0.0289375324432665,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0293602908443389,0.0316792713274031,0.0295253175689962,0.0317319023718806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +540.4999,-44.4048,-20970.5,-824.790933069595,0.0291889385877514,-848.865704962698,0.0287710537848665,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0291889385877514,0.0314895706299968,0.0293449755656577,0.0315596811305482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +541.4999,-44.4288,-21028,-827.052466111321,0.0289867890530599,-851.026061482303,0.0285746181427328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0289867890530599,0.0312960778368232,0.0291593231222592,0.0313649561296644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +542.5002,-44.4128,-21072,-828.783030525858,0.0288232293896932,-852.67123392899,0.0284156533576018,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0288232293896932,0.0311308413214493,0.0290067484041083,0.0312003015454778,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +543.499,-44.4528,-21136.5,-831.319880633533,0.0286323956500539,-855.122560367588,0.0282301487587524,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0286323956500539,0.0309454934187956,0.0288035088814327,0.0309878377943644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +544.4993,-44.4528,-21182.5,-833.129107066913,0.0283521124371992,-856.750077185177,0.0279576302118336,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0283521124371992,0.0306178681486824,0.0285137334556185,0.0306564989064208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +545.4994,-44.4576,-21237,-835.272647080374,0.0282854895809043,-858.89874283658,0.0278928420777911,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0282854895809043,0.0305782724716718,0.0284638704502356,0.0306276906290373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +546.4994,-44.476,-21296,-837.593176636232,0.0281358997731752,-861.159614304764,0.0277473565184913,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0281358997731752,0.0304306168205268,0.0283058586981277,0.0304717927272046,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +547.4992,-44.4712,-21342,-839.402403069612,0.0279153329234944,-862.834600608081,0.0275328026717591,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0279153329234944,0.0301633478451083,0.0280693610920623,0.0302005638210592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +548.4995,-44.4944,-21380,-840.896981427622,0.0276908400992092,-864.182125280242,0.0273143825987667,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0276908400992092,0.0299341473797282,0.0278530409444171,0.0299832969516267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +549.4993,-44.4968,-21442,-843.335504011743,0.027549161596676,-866.568690091977,0.0271765120798582,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.027549161596676,0.029832690373905,0.0277058651315591,0.0298727431227823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +550.4996,-44.5104,-21487,-845.105399435702,0.0273578445297098,-868.225661564682,0.0269903069942279,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0273578445297098,0.0296049764985972,0.0275162832067441,0.0296396447156941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +551.4996,-44.508,-21550.5,-847.602918533955,0.0272301104445339,-870.683239618744,0.0268659666514051,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0272301104445339,0.0294672393173932,0.0274040947618425,0.0295425657729102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +552.4997,-44.5264,-21587,-849.038500377833,0.0269987916816822,-871.961513979262,0.0266407543942999,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0269987916816822,0.0292174774300215,0.0271618465995228,0.0292635440312852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +553.4997,-44.5368,-21641.5,-851.182040391295,0.0268491297988256,-874.03553747619,0.0264950163563894,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0268491297988256,0.0290825540724084,0.0270357213414927,0.0291542336049214,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +554.4995,-44.5416,-21702,-853.561566461284,0.026639687957094,-876.300180243981,0.0262910300082322,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.026639687957094,0.028846103621599,0.0268106308100455,0.0289275996399726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +555.4996,-44.5552,-21744.5,-855.23313436169,0.0264849384181628,-877.883931258432,0.0261402846153455,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0264849384181628,0.0287383144060538,0.026647676349879,0.0287897016758337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +556.4996,-44.5632,-21792.5,-857.121022813913,0.0262847815487672,-879.650261659433,0.0259452730969242,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0262847815487672,0.0285014434310055,0.0264503511294719,0.0285639650155627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +557.4999,-44.568,-21828.5,-858.53693915308,0.026110868505289,-880.954084278239,0.0257757998826443,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.026110868505289,0.0282981015175022,0.0262670136630308,0.0283490827041582,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +558.4997,-44.5784,-21897.5,-861.25077880315,0.0259546350666694,-883.604228467871,0.025623530436421,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0259546350666694,0.0281606712452164,0.0261203663575282,0.0282108704518837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +559.4997,-44.592,-21937.5,-862.824019180003,0.0257607529730989,-885.051015597355,0.0254345353201608,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0257607529730989,0.0279468162257433,0.0259247609067458,0.0280070384655926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +560.5,-44.5944,-21957,-863.590973863718,0.0255383376083776,-885.645651709797,0.0252176821400329,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0255383376083776,0.0277195855844291,0.0257074540291013,0.0277715030055898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +561.4998,-44.6048,-22026,-866.304813513789,0.0254032179424671,-888.311743496088,0.0250859185939286,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0254032179424671,0.0275887066371266,0.0255744091359027,0.0276687224351457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +562.4999,-44.6152,-22069,-867.996046918905,0.0252358764547515,-889.900687922163,0.0249227094865395,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0252358764547515,0.0274334077735011,0.025394385578047,0.0274815703927673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +563.4999,-44.6288,-22116.5,-869.864269866417,0.0249824263879761,-891.595589955885,0.0246754674560541,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0249824263879761,0.0271418959445969,0.025150001877003,0.0271975507373641,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +564.5,-44.6416,-22165.5,-871.791489328061,0.0248369618213808,-893.444141264707,0.0245335383010504,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0248369618213808,0.027004192700437,0.0250105959416196,0.0270634003876473,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +565.5002,-44.6448,-22203.5,-873.286067686071,0.0245664681067559,-894.739622015955,0.0242695651738022,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0245664681067559,0.0267078263987409,0.0247470724970697,0.0267736410984791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +566.499,-44.6496,-22253,-875.232952652426,0.0244840056812159,-896.662161237555,0.0241890767459773,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0244840056812159,0.0266448215391039,0.0246488738533177,0.0266937407981688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +567.4993,-44.6656,-22287,-876.570206972751,0.0242404341466515,-897.818649349791,0.0239512980276911,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0242404341466515,0.0263524465288674,0.0244091280754249,0.0264199947516458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +568.4994,-44.6736,-22340,-878.65475047208,0.0240960719055391,-899.826878519599,0.0238103424367276,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0240960719055391,0.0262271007952335,0.0242547984761275,0.0262797466087853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +569.4994,-44.676,-22378,-880.14932883009,0.0238983740699129,-901.183466727854,0.0236172776199465,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0238983740699129,0.0260066428074493,0.0240552308614658,0.0260588794997942,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +570.4995,-44.6864,-22435,-882.391196367105,0.0237287431369639,-903.329230412018,0.0234515922449957,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0237287431369639,0.0258554163890837,0.0238976229217815,0.0259093126659512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +571.4993,-44.6944,-22463,-883.492464630901,0.0235288406503719,-904.280018047006,0.0232563041788428,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0235288406503719,0.025643745144605,0.0236840246241001,0.0256765985151099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +572.4993,-44.708,-22519.5,-885.714666663205,0.0233250800245903,-906.374032142078,0.0230572077759226,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0233250800245903,0.0254204762842773,0.0234848466206522,0.0254853967212974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +573.4996,-44.7208,-22552,-886.992924469398,0.023120980221737,-907.501070332876,0.0228577402136009,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.023120980221737,0.0252020692743595,0.0232678684812027,0.0252495070625723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +574.4997,-44.7232,-22593,-888.605495855672,0.022890933372904,-908.9465050561,0.0226328667920203,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.022890933372904,0.0249653215055358,0.0230450298473416,0.0250156623245341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +575.4997,-44.7472,-22636,-890.296729260788,0.0227568736353422,-910.557099426534,0.0225017985433273,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0227568736353422,0.024825456619236,0.0229120822500715,0.0248905196360233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +576.4995,-44.7416,-22672.5,-891.732311104666,0.0225744387679393,-911.862667559091,0.0223234070360147,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0225744387679393,0.0246218638667129,0.0227336860442469,0.0246956766645554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +577.4995,-44.7576,-22719.5,-893.580868547468,0.0223524897716914,-913.554625771854,0.0221063342457629,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0223524897716914,0.0243894467597869,0.0224964359865327,0.0244526833064035,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +578.4996,-44.768,-22751,-894.819795344239,0.0221865473893964,-914.672757138614,0.0219440068167989,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0221865473893964,0.0242372169853429,0.0223382592418193,0.0242804995046605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +579.4996,-44.7704,-22779,-895.921063608036,0.0220003815742056,-915.631668867781,0.0217618651417224,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0220003815742056,0.0240529093268587,0.0221705000930636,0.0241281644289057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +580.4997,-44.7736,-22840,-898.320255182735,0.0217610921501705,-917.868685036131,0.0215276994348091,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0217610921501705,0.0237842090935046,0.0219216120593819,0.0238512885650571,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +581.5,-44.792,-22874.5,-899.677175007771,0.0216007037924235,-919.110835173918,0.0213707146478811,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0216007037924235,0.0236173642573578,0.0217494837282079,0.0236670393891454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +582.5,-44.8024,-22919,-901.427404927019,0.0213992326118754,-920.717259647772,0.0211734839210356,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0213992326118754,0.0234251330369006,0.0215605940354025,0.0234800248923617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +583.5,-44.8048,-22955,-902.843321266186,0.0212482988150002,-922.027205939577,0.0210257014036627,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0212482988150002,0.0232605236190758,0.0213997893296919,0.0233053007942815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +584.4999,-44.8152,-22981,-903.86592751114,0.0210557310325822,-922.89748537033,0.0208371224456091,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0210557310325822,0.0230540240849724,0.0212058107194708,0.0231107540873789,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +585.4999,-44.8256,-23012.5,-905.104854307912,0.0208530727322832,-923.979071665137,0.0206386235698602,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0208530727322832,0.022837564766266,0.0210064472625334,0.0229103009875747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +586.4999,-44.8312,-23075,-907.563042396744,0.0206337523583405,-926.28947346314,0.0204237601947054,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0206337523583405,0.0226018498639935,0.0207686630431763,0.0226473391466147,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +587.5003,-44.8448,-23101.5,-908.605314146408,0.0204639942339898,-927.199008056072,0.0202574201700539,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0204639942339898,0.0224483954049242,0.020610318228875,0.0224937512249911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +588.4991,-44.8472,-23127.5,-909.627920391362,0.0202347105335679,-928.033978053732,0.0200327091915533,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0202347105335679,0.0221771203828098,0.0203753190139289,0.0222242279019291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +589.4991,-44.8632,-23172,-911.378150310611,0.0201128187734508,-929.708533881891,0.0199132278203542,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0201128187734508,0.0220691120520033,0.0202535024718266,0.0221077094288913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +590.4994,-44.8632,-23205,-912.676073621514,0.0198343967947767,-930.778453010822,0.0196402580314518,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0198343967947767,0.021829487012072,0.0199866903036137,0.0218642449417283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +591.4991,-44.8784,-23242.5,-914.150986474813,0.0196886778453774,-932.149410749549,0.0194973629090977,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0196886778453774,0.0216426857186279,0.0198573048812539,0.0217139369856812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +592.4992,-44.8888,-23290.5,-916.038874927036,0.0195243465541728,-933.923935378206,0.0193361916242991,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0195243465541728,0.0214712298710907,0.0196692087877191,0.0215191279525954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +593.4995,-44.892,-23323,-917.317132733229,0.0193079091853389,-935.028608626198,0.0191238765904973,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0193079091853389,0.0212418597204915,0.0194629952715306,0.0213004488424468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +594.4993,-44.8968,-23359.5,-918.752714577106,0.0190924469505861,-936.293952040876,0.01891247333509,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0190924469505861,0.0210219329212195,0.0192502870095887,0.0210960584196875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +595.4996,-44.9152,-23399,-920.306289449248,0.0189280308651134,-937.725875301301,0.018751124528619,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0189280308651134,0.0208499606404067,0.0190990724831116,0.0209337383659921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +596.4996,-44.9208,-23428.5,-921.466554227177,0.0186431221249444,-938.645567731686,0.0184714692718121,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0186431221249444,0.0205422401842634,0.0187726449790304,0.0205814378811878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +597.4997,-44.9256,-23455,-922.508825976842,0.0184717105123693,-939.549141955392,0.0183031806606515,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0184717105123693,0.0203873102015491,0.0186221195162094,0.0204344612291688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +598.4995,-44.9392,-23492.5,-923.983738830141,0.0183294257308205,-940.919830147514,0.0181634666952098,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0183294257308205,0.0202009515651984,0.0184591845470492,0.0202282091895832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +599.4995,-44.9552,-23523.5,-925.203000122201,0.0181369003455365,-941.983314734809,0.0179743887974884,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0181369003455365,0.0200040429347871,0.0182907773890966,0.0200793795155002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +600.4996,-44.9624,-23566.5,-926.894233527318,0.0179382273758293,-943.521073041676,0.0177792359098245,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0179382273758293,0.0197889853635431,0.0180805680768056,0.0198492445654099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +601.4996,-44.9656,-23585,-927.621857201612,0.0177058486846288,-944.046189441778,0.0175509261626122,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0177058486846288,0.0195558526276492,0.017852185909004,0.0196076329710825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +602.4999,-44.984,-23607.5,-928.506804913591,0.0175669980709304,-944.817882164354,0.0174144819368315,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0175669980709304,0.0194109562057204,0.0177230398085137,0.0194739522145283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +603.4999,-44.984,-23644,-929.942386757469,0.0173525533673923,-946.079261652278,0.0172037171386063,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0173525533673923,0.0191971528295747,0.0174864382742536,0.0192337327885884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +604.5,-44.9944,-23691.5,-931.810609704982,0.0171389566065334,-947.780871310223,0.0169937415642708,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0171389566065334,0.0189758242828401,0.0172909199458927,0.0190311526021099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +605.5,-45.0072,-23714.5,-932.715222921672,0.0169571576961397,-948.531422042345,0.0168149900199366,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0169571576961397,0.0187830766291072,0.0171033057829411,0.0188304758907574,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +606.5001,-45.0128,-23724,-933.088867511174,0.0168142369575816,-948.778044831988,0.0166744425236261,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0168142369575816,0.0186276154578807,0.0169506967427269,0.0186830390244198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +607.5001,-45.0184,-23767,-934.780100916291,0.0165722765141075,-950.271535228561,0.0164364548680444,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0165722765141075,0.0183643746620128,0.0167169972010709,0.0184300454328276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +608.5001,-45.0336,-23798,-935.999362208351,0.0164161278697558,-951.364847424373,0.0162828399784348,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0164161278697558,0.018248767384435,0.0165599192459305,0.0182878523072283,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +609.5002,-45.044,-23838,-937.572602585204,0.0162106713586161,-952.771283920555,0.0160806813609084,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0162106713586161,0.0180048338154606,0.0163610134746004,0.0180640938763231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +610.5002,-45.0552,-23885.5,-939.440825532716,0.0159984737031776,-954.470444875692,0.0158718468945097,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0159984737031776,0.0177820371226993,0.0161632427786553,0.0178574215382408,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +611.499,-45.0552,-23897,-939.893132141061,0.0157943315031903,-954.738115847669,0.0156708990418044,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0157943315031903,0.0175544154676191,0.0159381383347999,0.0176085578420602,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +612.4993,-45.0624,-23934.5,-941.36804499436,0.0155968456532338,-956.050417095024,0.0154764649487558,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0155968456532338,0.01739971419107,0.0157532657185739,0.0174747786816241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +613.4991,-45.076,-23943,-941.702358574441,0.0154166578339304,-956.220261617988,0.0152990285905368,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0154166578339304,0.0171864936467641,0.0155735274424411,0.0172288999232421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +614.4994,-45.092,-23997.5,-943.845898587903,0.0152202743094566,-958.211492070266,0.0151056079726238,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0152202743094566,0.0169610778995331,0.0153716739236261,0.0170222963115209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +615.4992,-45.0968,-24010,-944.337536205669,0.0150143090327094,-958.516111805448,0.0149027099635528,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0150143090327094,0.0167423462744135,0.0151715076773249,0.0168132908700771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +616.4995,-45.0968,-24053.5,-946.048435115496,0.0148331206410446,-960.081285685836,0.0147241858148927,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0148331206410446,0.0165464852657897,0.0149751791243213,0.0166137185389826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +617.4995,-45.1128,-24071,-946.736727780369,0.0146543276874482,-960.610518023005,0.0145479906339803,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0146543276874482,0.0164193025052178,0.0147926910124855,0.016462434692219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +618.4994,-45.1208,-24107,-948.152644119536,0.0144158862060924,-961.821104743169,0.0143129652703228,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0144158862060924,0.0161027768617234,0.0145602685311247,0.0161428857328173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +619.4994,-45.1368,-24128.5,-948.998260822094,0.0142225934326838,-962.495477254091,0.0141224012285445,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0142225934326838,0.0159237744485045,0.0143708289476291,0.0159673460410779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +620.4995,-45.1416,-24153,-949.961870552916,0.0140597841985882,-963.318129449777,0.013961862206719,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0140597841985882,0.0157558709241425,0.0141988856591522,0.0157965371682953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +621.4997,-45.1472,-24183,-951.141800835556,0.0138256121086214,-964.291918434204,0.0137309102096939,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0138256121086214,0.0154853919470346,0.0139753692217172,0.0155495579175984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +622.4995,-45.1576,-24203,-951.928421023982,0.0136428635024272,-964.915450536093,0.013550637511117,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0136428635024272,0.0153135450857315,0.0137827874072587,0.015364210222284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +623.4996,-45.176,-24235.5,-953.206678830174,0.0134219489962477,-966.000570256315,0.0133326725938711,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0134219489962477,0.0150793942385227,0.0135592485100539,0.0151329419491638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +624.4996,-45.1704,-24263.5,-954.307947093971,0.0132358001399105,-966.938976353635,0.0131489722557749,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0132358001399105,0.0148956694118784,0.0133916496463525,0.0149557720657564,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +625.4999,-45.1808,-24285,-955.153563796529,0.013033972823437,-967.603009389262,0.012949761548658,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.013033972823437,0.0146861007885934,0.0131720083746348,0.0147274049040278,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +626.4999,-45.1888,-24324.5,-956.707138668671,0.0128550230004451,-969.005630940947,0.0127730985391583,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0128550230004451,0.0144970198111182,0.0129934194801741,0.0145353807403367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +627.5,-45.2104,-24342.5,-957.415096838255,0.0126517414622772,-969.528065115534,0.0125723768803447,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0126517414622772,0.014320930819336,0.0127964578852028,0.0143720380010549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +628.5,-45.2024,-24362,-958.18205152197,0.0123875437220442,-970.051573578876,0.0123114459012128,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0123875437220442,0.0140198133315036,0.0125347842459082,0.0140660030272004,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +629.5001,-45.2232,-24391.5,-959.342316299899,0.0122285998346511,-971.073729590378,0.0121544345208329,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0122285998346511,0.0138523413978078,0.0123641420073077,0.0139030422317464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +630.5001,-45.2312,-24410,-960.069939974193,0.0120593712505033,-971.64777980679,0.0119872363879987,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0120593712505033,0.0136847661774566,0.0122038397246932,0.0137469904873926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +631.5002,-45.2416,-24434.5,-961.033549705015,0.011883789879804,-972.454270477152,0.0118137321369785,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.011883789879804,0.0134922177194158,0.0120522601351159,0.0135184378671439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +632.5,-45.244,-24474,-962.587124577157,0.0116605219087189,-973.81139283234,0.011593061929076,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0116605219087189,0.0132774109871917,0.0118146376856269,0.0133456638253782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +633.5003,-45.2496,-24479,-962.783779624264,0.0114492612299407,-973.806942625132,0.0113842144593965,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0114492612299407,0.0130435995104212,0.0116100422063422,0.0130591239385587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +634.4993,-45.26,-24502,-963.688392840954,0.011241307527611,-974.521510425668,0.0111785935836438,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.011241307527611,0.0128442341331409,0.0114266422580425,0.012863019901825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +635.4991,-45.2728,-24541.5,-965.241967713096,0.0110514234837723,-975.909265462603,0.0109908027247983,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0110514234837723,0.0126240196067581,0.0112119885122658,0.0126527434044121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +636.4991,-45.2808,-24556,-965.812267349705,0.0108838233735399,-976.323997479537,0.010825020847385,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0108838233735399,0.012456739491136,0.0110488171429175,0.0124696456425186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +637.4994,-45.2888,-24587.5,-967.051194146476,0.010647891802514,-977.348250629239,0.0105916022269141,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.010647891802514,0.0121907763541433,0.0108130236937785,0.0121931047875135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +638.4995,-45.2992,-24600.5,-967.562497268953,0.010464413965616,-977.687471777981,0.0104100409778155,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.010464413965616,0.0120148939356716,0.0106475318086736,0.0120705336997143,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +639.4995,-45.3152,-24628.5,-968.66376553275,0.0102346384584401,-978.577688960769,0.0101826191775325,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0102346384584401,0.0118081730730214,0.010417687570604,0.0118312333901998,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +640.4993,-45.3288,-24648.5,-969.450385721176,0.0100625993682827,-979.205576560115,0.010012308505071,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0100625993682827,0.0115866969739223,0.0102431848919151,0.0116443605542273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +641.4996,-45.3312,-24673,-970.413995451998,0.00983817013969851,-979.961093445199,0.00979009043090047,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00983817013969851,0.011352826476206,0.0100196915948965,0.0113855654213002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +642.4997,-45.336,-24692.5,-971.180950135713,0.00963026307421609,-980.533678178187,0.0095841876667892,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00963026307421609,0.0111300961820087,0.00981231810705933,0.0111773126045723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +643.4995,-45.3496,-24710.5,-971.888908305297,0.00943977275136192,-981.063318739268,0.00939549651686452,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00943977275136192,0.010935548389429,0.00964391010846328,0.0110116316287217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +644.4995,-45.3472,-24747,-973.324490149175,0.00923576622220319,-982.313887598538,0.00919337732939261,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00923576622220319,0.010727352003134,0.00939091615504925,0.0107368763381134,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +645.4995,-45.3656,-24767,-974.111110337601,0.00900158989252317,-982.87965906261,0.00896131708135345,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00900158989252317,0.0104743734742162,0.00918454597881827,0.0105130432412999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +646.4996,-45.3704,-24791.5,-975.074720068423,0.00885260636380975,-983.706672740491,0.00881365177504885,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00885260636380975,0.0102930316182584,0.00904000075953646,0.0103487620180201,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +647.4996,-45.3864,-24804.5,-975.5860231909,0.00859500137790679,-983.971186404492,0.00855827464771788,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00859500137790679,0.0100394628798828,0.0087626606088336,0.0100655799480066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +648.4997,-45.3808,-24819.5,-976.17598833222,0.00838327009094164,-984.359535298701,0.00834832564555167,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00838327009094164,0.00982204447080706,0.00854750060892281,0.00984609281189264,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +649.4997,-45.3912,-24831,-976.628294940565,0.00821380874652859,-984.650132971655,0.00818025900835356,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00821380874652859,0.00963952219593328,0.00838349688235809,0.00966058713544754,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +650.5,-45.4096,-24857,-977.650901185519,0.00800105992834871,-985.473144634908,0.00796922116484293,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00800105992834871,0.00943582615675508,0.00818377137233065,0.00945961073123752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +651.4998,-45.4152,-24891.5,-979.007821010554,0.00778555529646187,-986.6299405367,0.00775540425477897,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00778555529646187,0.00919811929756215,0.00796891715167171,0.00922593915066419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +652.5001,-45.4232,-24906.5,-979.597786151874,0.00762147838806091,-987.063769508023,0.00759258165267307,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00762147838806091,0.00901559702268824,0.00778283349842799,0.00903150071073207,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +653.5001,-45.4472,-24936,-980.758050929803,0.00739041400801301,-988.006258967866,0.00736323870742041,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00739041400801301,0.0087694059025372,0.00758725183278534,0.00884197238231197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +654.5002,-45.444,-24949,-981.26935405228,0.00717783477836897,-988.312743348744,0.00715219673298128,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00717783477836897,0.00854888889380718,0.00734458884901339,0.00856238726827389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +655.5002,-45.46,-24979,-982.449284334919,0.00695113730311828,-989.278424203681,0.00692708952351245,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00695113730311828,0.00831310021535262,0.00713903517639309,0.00833918588452626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +656.4993,-45.4624,-24990.5,-982.901590943264,0.00675895109490587,-989.544974727555,0.00673621179001606,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00675895109490587,0.00809605068718826,0.00695049436784088,0.00813989605158219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +657.4993,-45.4728,-25000,-983.275235532766,0.0065735484281261,-989.738842911718,0.00655203687867124,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0065735484281261,0.00790703610827681,0.00675376968314021,0.00792825780398795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +658.4994,-45.4808,-25036.5,-984.710817376644,0.00635736544209605,-990.970983897492,0.006337242634744,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00635736544209605,0.00766239428795281,0.00653241348968518,0.00768474685113633,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +659.4994,-45.4888,-25057.5,-985.536768574492,0.00611548979288983,-991.563808623227,0.00609686607538653,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00611548979288983,0.00742535141439997,0.00629319049824032,0.0074482902972899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +660.4992,-45.4968,-25079.5,-986.402050781761,0.00589583024187546,-992.217709823408,0.00587851784871418,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00589583024187546,0.00715732254430429,0.00606020396827752,0.00716379141024819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +661.4992,-45.5048,-25079,-986.38238527705,0.00571331058020465,-992.017894194981,0.00569705152062125,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00571331058020465,0.00698852263932801,0.00588487928811249,0.00700623216232619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +662.4993,-45.528,-25113.5,-987.739305102085,0.00550107052763228,-993.172928682366,0.00548599490193965,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00550107052763228,0.00674786473284526,0.00567078785054143,0.00676837554456622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +663.4996,-45.5256,-25138.5,-988.722580337618,0.00523515570347428,-993.898696993226,0.00522149991523836,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00523515570347428,0.00643357819648219,0.00540506222265366,0.00645489020744041,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +664.4994,-45.5336,-25159.5,-989.548531535466,0.00508163568142781,-994.577056661821,0.00506876774585818,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00508163568142781,0.00628949331255793,0.00524377165911885,0.00630866151268162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +665.4994,-45.5464,-25171,-990.000838143811,0.00480312890848571,-994.755939788925,0.00479163068841953,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00480312890848571,0.00599652809286352,0.00497770644485584,0.00601729842600804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +666.4997,-45.5544,-25192.5,-990.846454846369,0.00462243232357482,-995.426575526951,0.00461178169188621,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00462243232357482,0.00578515933073196,0.00478610003301571,0.00580527249843557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +667.4998,-45.56,-25197.5,-991.043109893475,0.00438208297119115,-995.385943029056,0.00437250960294804,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00438208297119115,0.00555136260919797,0.00454535022431178,0.00555339443465173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +668.4998,-45.5648,-25223.5,-992.065716138429,0.00425743539736704,-996.289371834831,0.00424839816050726,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00425743539736704,0.00540838436800733,0.00444599427612002,0.00545912062958353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +669.4996,-45.576,-25258,-993.422635963465,0.00399016386492263,-997.386555068083,0.00398222427425888,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00399016386492263,0.0051008114642285,0.0041600990619278,0.00512215222256577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +670.4999,-45.5808,-25273,-994.012601104784,0.00379505225446756,-997.784930867576,0.00378786921127428,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00379505225446756,0.00489276263029796,0.00398311962940217,0.00494923751257377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +671.4999,-45.6096,-25271.5,-993.953604590652,0.00357954762258072,-997.51150885292,0.00357315628950258,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00357954762258072,0.00465844947548824,0.00375861762887669,0.00470734894268335,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +672.4997,-45.6128,-25294,-994.838552302632,0.00336993619231333,-998.191094745545,0.00336427068204729,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00336993619231333,0.00445135973192683,0.00355943732899297,0.00448770774739208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +673.5,-45.6208,-25324,-996.018482585271,0.00312170097301413,-999.127754451498,0.00311683858119255,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00312170097301413,0.00416363262117169,0.0033273792441594,0.0042391415925142,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +674.5001,-45.6336,-25342.5,-996.746106259565,0.00291840671570602,-999.655016789927,0.0029141564341856,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00291840671570602,0.00394230407443706,0.00309578544832158,0.00397312865402468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +675.4999,-45.628,-25360,-997.434398924438,0.00269353231721525,-1000.12102071224,0.00268991125987587,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00269353231721525,0.00367966086564541,0.00286849742255084,0.00373186108727216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +676.5002,-45.644,-25377,-998.103026084601,0.0025041867169778,-1000.6024624247,0.00250105646615358,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0025041867169778,0.00350746725628591,0.00267748109786507,0.00354019373990655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +677.5002,-45.6576,-25384.5,-998.39800865526,0.00226667797256893,-1000.66105542934,0.00226411293340044,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00226667797256893,0.00323530691998446,0.00245245983809747,0.00327513786711604,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +678.5002,-45.66,-25414.5,-999.5779389379,0.00205723613083753,-1001.63430678947,0.00205512291834359,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00205723613083753,0.00300859271194592,0.00224079881476798,0.00305102429247022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +679.4991,-45.6704,-25421.5,-999.853256003849,0.00185398427066326,-1001.70696821345,0.00185226776308328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00185398427066326,0.0027905840934123,0.00205320961149997,0.00285978592298383,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +680.4993,-45.6832,-25441,-1000.62021068756,0.00163008500625338,-1002.25130668996,0.00162875785973493,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00163008500625338,0.00255309856276607,0.00181278881003901,0.00258658677985987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +681.4991,-45.6832,-25470,-1001.76080996078,0.0013846903949293,-1003.14793853235,0.0013837325952531,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0013846903949293,0.00227097844186168,0.00156049624611954,0.00230957648521716,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +682.4994,-45.7016,-25479,-1002.11478904557,0.00115667860852605,-1003.27391378535,0.00115601017121937,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00115667860852605,0.00202382823134139,0.00133831290972636,0.00206400738550592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +683.4992,-45.7048,-25503.5,-1003.0783987764,0.000950586140376968,-1004.03191119999,0.00095013461948878,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000950586140376968,0.00181268079775653,0.00112460572752512,0.00183135033150885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +684.4995,-45.7096,-25504.5,-1003.11772978582,0.000743433743878861,-1003.86348135523,0.000743157533900384,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000743433743878861,0.00157224421982049,0.000914227950363778,0.00159328495188063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +685.4993,-45.7256,-25533,-1004.23866355433,0.000514616411930562,-1004.75546125209,0.000514484042315903,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000514616411930562,0.00131697862925318,0.000683727696980385,0.00132964117319854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +686.4996,-45.7336,-25557.5,-1005.20227328515,0.000295465626523562,-1005.49927600461,0.000295421985151405,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000295465626523562,0.00109631406815877,0.000478472027604361,0.00111909220011864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +687.4996,-45.744,-25577.5,-1005.98889347357,7.1820744917666e-05,-1006.06114434528,7.18181659315209e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,7.1820744917666e-05,0.000836695682838999,0.000237715064897438,0.000862916454902244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +688.4997,-45.7544,-25570.5,-1005.71357640762,-0.000162593008712707,-1005.55005441133,-0.000162606228388898,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000162593008712707,0.000607841965515512,3.62933369376483e-05,0.000664553098181938,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +689.4997,-45.76,-25608.5,-1007.20815476563,-0.000350836283467286,-1006.85478959993,-0.00035089784091437,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000350836283467286,0.000372717272701054,-0.000168464095841467,0.000416305290602591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +690.4998,-45.7704,-25562.5,-1005.39892833225,-0.00059309350687903,-1004.80263275603,-0.000593269456406155,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.00059309350687903,0.000119812519965652,-0.000409943495950935,0.00015806260046139,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +691.4996,-45.776,-25343.5,-996.785437268987,-0.000640239119835557,-996.147256237965,-0.000640444160422197,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000640239119835557,5.00202515619411e-05,-0.000434609309371512,0.000125030892802929,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +692.4996,-45.76,-25260,-993.501297982307,-0.000667034108494303,-992.838598729719,-0.000667256674723631,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000667034108494303,2.16901975800113e-05,-0.000476820633043083,7.9939862082616e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +693.4999,-45.768,-25179,-990.315486219181,-0.000691794034723287,-989.63039187332,-0.000692033434633196,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000691794034723287,1.16566367946161e-05,-0.000515162515789623,2.87603829199267e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +694.5,-45.768,-25134.5,-988.565256299933,-0.000734191168677083,-987.839460419097,-0.000734460819004542,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000734191168677083,-4.63314424498369e-05,-0.000561536101911282,-1.67849735298078e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +695.4998,-45.7648,-25021.5,-984.120852235325,-0.000707438577152184,-983.424647179874,-0.000707688929902144,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000707438577152184,1.51241173601513e-05,-0.000505315992017878,6.10204990728204e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +696.5,-45.7576,-24525,-964.593006057644,-0.00062667203697042,-963.98852259369,-0.000626868477965055,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.00062667203697042,7.56943629832083e-05,-0.000440480893769216,0.000108121992903343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +697.5001,-45.7464,-24087.5,-947.38568943582,-0.0005556568375978,-946.859268099643,-0.000555811272069454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.0005556568375978,0.000146298169391529,-0.000364391116016688,0.000197150791003699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +698.5001,-45.736,-23671.5,-931.023989516555,-0.000473067220655959,-930.58355258547,-0.000473179152255789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000473067220655959,0.000219115261267113,-0.000259990477696824,0.000300883345109883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +699.4999,-45.728,-23238,-913.973996932417,-0.000406503720348539,-913.602463102362,-0.000406586365383658,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.000406503720348539,0.000291047038955897,-0.00021517031731763,0.000324488599594096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +700.5,-45.7176,-22829.5,-897.907279583812,-0.00031556186801781,-897.62393428536,-0.000315611668141073,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.00031556186801781,0.000392267960995862,-0.000136983785971563,0.000406555366570861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +701.4993,-45.7072,-22430,-882.194541319998,-0.00023801751001638,-881.984563571923,-0.000238045840679486,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.00023801751001638,0.000451657787702967,-7.10688644374881e-05,0.00046349764368537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +702.4993,-45.7016,-22027.5,-866.363810027921,-0.00016119390329215,-866.224157463712,-0.000161206896425691,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-0.00016119390329215,0.000529491659971379,3.00909641490979e-05,0.000573331174849355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +703.4991,-45.6888,-21630,-850.72973378295,-9.25529434211208e-05,-850.650996242033,-9.25572267090998e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-9.25529434211208e-05,0.000617654197754076,0.000127153660170149,0.0006841494630509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +704.4994,-45.6832,-21217,-834.486026891948,-3.31121616180219e-05,-834.458395255758,-3.31127098377795e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,-3.31121616180219e-05,0.000662952773652471,0.00016272980725597,0.000716984398772125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +705.4992,-45.6784,-20814.5,-818.655295599871,7.96642146990377e-05,-818.720513131104,7.96610416739249e-05,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,7.96642146990377e-05,0.000754582792000573,0.000266519413604848,0.000804560780790757,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +706.4995,-45.668,-20413,-802.863895317215,0.000175184957496808,-803.004544994592,0.000175169614404137,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000175184957496808,0.000860820494433235,0.000361421355128411,0.000898697247304357,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +707.4993,-45.66,-20043,-788.31142183133,0.000235176902041421,-788.49681446936,0.000235149252288789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000235176902041421,0.000929653672467694,0.000425329622925767,0.000966595329636576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +708.4993,-45.6392,-19644,-772.618349072227,0.000322557395119989,-772.867562834326,0.000322505384667357,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000322557395119989,0.00100571691636198,0.000520874714581706,0.00108719690777266,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +709.4996,-45.6416,-19270.5,-757.928217053367,0.000409429122591192,-758.238534938262,0.000409345329358721,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000409429122591192,0.00111136440933673,0.0005953537356022,0.00114844771078262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +710.4994,-45.6256,-18867.5,-742.077820256579,0.000494180993364787,-742.444541010947,0.000494058926151508,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000494180993364787,0.00117444304515621,0.000687840659988605,0.00124818858948679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +711.4995,-45.6176,-18494.5,-727.40735374243,0.000557564708625721,-727.812930411672,0.000557409327177752,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000557564708625721,0.00125006363195709,0.0007468696468222,0.00129237135335266,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +712.4995,-45.6048,-18100,-711.891270525723,0.000646810675598365,-712.351729399364,0.000646601583730362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000646810675598365,0.0013527600776419,0.000830991020278294,0.00138260976118634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +713.4995,-45.6024,-17723.5,-697.083145478599,0.000715112458397717,-697.58163832047,0.000714856887317766,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000715112458397717,0.00141111703779756,0.000919227675681753,0.00146657018112444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +714.4999,-45.5888,-17356.5,-682.648665020978,0.000836834629978874,-683.219929063976,0.000836484679100401,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000836834629978874,0.00154177465655335,0.00101158256899375,0.0015766212378102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +715.4996,-45.5808,-17004.5,-668.804149704677,0.000882920314586672,-669.394650474931,0.000882530769720155,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000882920314586672,0.00158367952806853,0.00107288549254167,0.00163987622705729,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +716.4999,-45.576,-16627,-653.956693648132,0.000978695440188125,-654.596718082286,0.000978216830055952,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.000978695440188125,0.00167523577023431,0.00115150936372895,0.00169809230391177,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +717.5,-45.5648,-16242,-638.814255020928,0.00102520509613545,-639.46917065066,0.00102467993229401,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00102520509613545,0.00168394135973925,0.00121925260334591,0.00175557418226969,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +718.5,-45.5576,-15898,-625.284387779997,0.00115256608653237,-626.00506935979,0.00115190239215925,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00115256608653237,0.00193994471212897,0.00135275311946757,0.00200250827044776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +719.4999,-45.5496,-15515.5,-610.240276676346,0.00119653191444256,-610.970448642867,0.00119581664063976,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00119653191444256,0.00189235907458099,0.00137908791335511,0.00192066354751587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +720.5001,-45.5392,-15154,-596.022116770542,0.00126695355393967,-596.777249109611,0.00126615164553466,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00126695355393967,0.00197019294684941,0.00147573523378252,0.00204765553543526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +721.5002,-45.5256,-14797,-581.980946407134,0.0013668835986688,-582.776446617516,0.00136595026369276,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0013668835986688,0.00204632996692602,0.00154116024468224,0.00208548123645837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +722.5002,-45.5208,-14395.5,-566.189546124478,0.00143365908464575,-567.001268910911,0.00143263237664263,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00143365908464575,0.00213950928510141,0.00163022819675971,0.00220167945666438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +723.5,-45.5072,-14035.5,-552.030382732806,0.00151540075890855,-552.86692999374,0.0015142536978705,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00151540075890855,0.00221011309150973,0.0016903482483727,0.00226065350955703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +724.4993,-45.4968,-13680.5,-538.067874388241,0.00159544654781326,-538.926332920923,0.00159417517506159,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00159544654781326,0.00231856407940966,0.00176675405447,0.00232328442329133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +725.4993,-45.4992,-13327,-524.164362557807,0.00162275030207953,-525.014950435487,0.00162143506548295,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00162275030207953,0.00233250777785399,0.00180209210756459,0.00234464754643138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +726.4991,-45.484,-12965,-509.926537147293,0.00170478875628,-510.79585417435,0.00170333725336464,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00170478875628,0.00240178361298185,0.00187460592751512,0.0024244497904488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +727.4992,-45.4784,-12595.5,-495.393729166118,0.00182744366480805,-496.299033298068,0.00182577592112997,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00182744366480805,0.00252107969967178,0.00199752452355142,0.0025424681848261,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +728.4995,-45.46,-12232,-481.096907241472,0.00187802344561504,-482.000418512884,0.00187626216439077,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00187802344561504,0.00258541253058939,0.00206466231126719,0.00262155859722894,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +729.4993,-45.4624,-11888.5,-467.586705505252,0.00196252093358481,-468.504354203072,0.00196059770521689,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00196252093358481,0.00266457437413813,0.00213611479616227,0.0026904876635021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +730.4993,-45.452,-11525.5,-453.309549085316,0.00205486189133609,-454.24103760271,0.0020527535503788,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00205486189133609,0.00270448728873262,0.00222460256616046,0.00276753988798103,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +731.4994,-45.4336,-11175,-439.524030283147,0.00214995866279434,-440.468988779561,0.00214765080893687,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00214995866279434,0.00287365607462011,0.00234599644916858,0.00294264993198516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +732.4994,-45.4392,-10821.5,-425.620518452713,0.00219400928497222,-426.554333822073,0.00219160596123532,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00219400928497222,0.00289711690057399,0.002389281971567,0.00294598929778081,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +733.4994,-45.4232,-10453,-411.12704148096,0.0022864774341255,-412.067074183865,0.00228386742232878,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0022864774341255,0.00298697629054823,0.00247221592765705,0.00302907908559299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +734.4997,-45.4048,-10118,-397.951153324821,0.00238797617281057,-398.901451196903,0.00238512948868477,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00238797617281057,0.00310000140174745,0.00258077299006572,0.00314515685413799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +735.4998,-45.4072,-9769,-384.224631036784,0.00244262607847694,-385.163148140548,0.00243964771642786,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00244262607847694,0.0031467017251085,0.00263652177329202,0.00319425700737221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +736.4998,-45.4024,-9458,-371.992687106756,0.00252784431772405,-372.933026707094,0.00252465469339517,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00252784431772405,0.00323228209651246,0.00271362821162088,0.00328177821362369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +737.4996,-45.3864,-9123,-358.816798950617,0.00259207597566403,-359.746879354842,0.00258872234073326,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00259207597566403,0.00329602471797203,0.00278537504920734,0.00334794282905255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +738.4997,-45.3784,-8779.5,-345.306597214397,0.00267843893752787,-346.231479849761,0.00267485831218931,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00267843893752787,0.00339731941619431,0.00286792730491796,0.00344868615513849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +739.5,-45.384,-8419.5,-331.147433822725,0.00272761961291416,-332.050678057986,0.0027239064091436,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00272761961291416,0.00343383862640559,0.00290115010470373,0.00344921826252779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +740.4998,-45.352,-8087,-318.069873190139,0.00282424268119481,-318.968179701605,0.00282026200101032,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00282424268119481,0.00352598507802928,0.00301409425167964,0.00357014382528629,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +741.5,-45.3496,-7742,-304.500674939787,0.00289445233502208,-305.382037629382,0.00289027147345562,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00289445233502208,0.00360072035064337,0.00310342386596773,0.00367874935515398,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +742.4998,-45.3336,-7395,-290.852814670592,0.00298242638797601,-291.720261780083,0.00297798777742582,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00298242638797601,0.00368327589857532,0.00317924158567237,0.00375286105723608,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +743.4999,-45.336,-7069.5,-278.050571103956,0.00307485213999529,-278.905535497542,0.00307013445047834,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00307485213999529,0.00378575101571356,0.00327459310810571,0.0038598277000912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +744.5002,-45.3176,-6739.5,-265.071337994923,0.00314179721450823,-265.904138386281,0.00313687208278678,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00314179721450823,0.00385273978919184,0.00333259758922254,0.00390668305324909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +745.5,-45.3232,-6387,-251.207157173911,0.0032328662582408,-252.019276316167,0.00322765178156695,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0032328662582408,0.00393300827547434,0.00340438151668552,0.00394991977739404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +746.499,-45.2992,-6096,-239.76183343231,0.00329964174421806,-240.552961586574,0.00329420987193994,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00329964174421806,0.00401571137577081,0.00348557335655135,0.00407541445383296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +747.4991,-45.3024,-5761,-226.585945276171,0.00339618001823071,-227.35547193593,0.00339042602292814,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00339618001823071,0.0040852085394455,0.00357709659671614,0.00412823685178979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +748.4993,-45.284,-5430.5,-213.587046662428,0.00346418502109253,-214.326951710175,0.00345819855366578,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00346418502109253,0.00415441059839117,0.00365976622850834,0.0042270878938694,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +749.4991,-45.268,-5085,-199.998182907365,0.0035151463761049,-200.701205795239,0.00350898268903387,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0035151463761049,0.00421985007204242,0.00369299516658899,0.00425690606606236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +750.4994,-45.2704,-4758,-187.136942826596,0.00358806944650529,-187.808403173465,0.00358164768190282,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00358806944650529,0.00430159408196963,0.00377235567609769,0.00435097382791944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +751.4995,-45.2704,-4427.5,-174.138044212853,0.00372166281559365,-174.78612729678,0.00371475456335548,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00372166281559365,0.00446124574034758,0.00390506666308181,0.00447830046513932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +752.4993,-45.2472,-4176,-164.246295343393,0.00377342971615122,-164.866067195009,0.00376632818937488,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00377342971615122,0.00449614187454937,0.00394649777670555,0.00454041068879253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +753.4996,-45.244,-3821,-150.283786998828,0.00389693256735845,-150.86943278273,0.00388935919454699,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00389693256735845,0.00459714146804264,0.00407157445429721,0.00463350750352462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +754.4996,-45.236,-3502,-137.73719499343,0.00388980984885413,-138.272966491069,0.00388226409988014,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00388980984885413,0.00458430441233207,0.00406652666550657,0.00461593574377709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +755.4997,-45.2312,-3184.5,-125.249599502164,0.00402658724270227,-125.753927941673,0.00401850223634615,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00402658724270227,0.00472049524475614,0.00420407724180074,0.00477400918000783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +756.4997,-45.2208,-2878.5,-113.214310619243,0.00407187586119161,-113.675305237795,0.00406360821031006,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00407187586119161,0.00476380186373385,0.00424381644987277,0.00480230431411497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +757.4995,-45.2072,-2586,-101.709990363509,0.00419773599304681,-102.13694205091,0.00418895007803249,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00419773599304681,0.00492448638866324,0.0043795371414644,0.00497537770553475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +758.4995,-45.1968,-2287,-89.9500185465375,0.00426953977911085,-90.3340637288537,0.0042604511544611,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00426953977911085,0.00499228670014625,0.00444295918400635,0.0050241064800896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +759.4996,-45.184,-1959.5,-77.0691129610582,0.00434596485277593,-77.4040526172216,0.00433654841999128,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00434596485277593,0.00505130764594215,0.0045213912783934,0.00508918038319322,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +760.4996,-45.184,-1659,-65.2501446299544,0.00440851758421114,-65.5378010399279,0.00439882853635435,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00440851758421114,0.00516344744295431,0.00458189263463672,0.0051821520801626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +761.4999,-45.168,-1376,-54.1194689637235,0.00453386895045883,-54.3648395436734,0.00452362192739479,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00453386895045883,0.00526651276955046,0.00472946677189618,0.00533949594351994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +762.4997,-45.16,-1059,-41.651538977168,0.00458692048417529,-41.8425912744998,0.00457643262350405,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00458692048417529,0.0053236893107903,0.00477813795583285,0.00536317707514047,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +763.5,-45.1472,-768,-30.2062152355666,0.00467159604010763,-30.3473264710477,0.00466071800070766,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00467159604010763,0.0053953702494594,0.00485340904220801,0.00543039421227587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +764.5001,-45.144,-475,-18.6822294751226,0.00484444067581026,-18.7727344275067,0.00483274413333957,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00484444067581026,0.00557972955127106,0.00501640525087519,0.00561017501900503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +765.4999,-45.1416,-180.5,-7.09924720054657,0.00487480126343446,-7.13385461976923,0.0048629578935434,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00487480126343446,0.00558179528437394,0.00503072644746774,0.00560394747481429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +766.5001,-45.1288,103.5,4.07075947510565,0.00495666164967236,4.09093685248095,0.0049444178445827,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00495666164967236,0.00568900683241221,0.00514286789207571,0.00572328651069911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +767.5002,-45.1128,383.5,15.0834421130726,0.00502183876369941,15.159188727366,0.00500927138807724,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00502183876369941,0.00570945759013044,0.00517847570536493,0.0057227221348505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +768.5,-45.1072,674.5,26.528765854674,0.00509985796960125,26.6640587926416,0.00508689773882802,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00509985796960125,0.00583486234471034,0.00529092781008182,0.00588600714775152,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +769.499,-45.092,938.5,36.9121523419001,0.00524782396709979,37.1058608196372,0.00523410212451239,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00524782396709979,0.00600194326464015,0.00544130369874822,0.0060661824790446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +770.4991,-45.092,1216.5,47.8461729610244,0.00531456977508323,48.1004547856965,0.00530049728659792,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00531456977508323,0.00604508757601711,0.00547542604357605,0.00606991039485517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +771.4991,-45.0808,1468.5,57.7575873351947,0.00538867954126297,58.0688244644206,0.00537421255635599,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00538867954126297,0.00611004012686549,0.00556117066424828,0.00614974026166173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +772.4992,-45.0736,1746,68.6719424496084,0.00547685201280395,69.0480485158367,0.00546190859591093,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00547685201280395,0.00618690015352816,0.00562631707619788,0.00619971958268486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +773.4992,-45.068,2007.5,78.9570014132811,0.00560896190617513,79.399868226434,0.00559329025316991,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00560896190617513,0.00630739879198884,0.00576193662275004,0.00632241185167856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +774.4995,-45.0496,2203,86.6462137551474,0.00565591588408615,87.1362774518211,0.00563998124692007,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00565591588408615,0.00637099386108377,0.00583492323475313,0.00643360768551178,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +775.4995,-45.0416,2553.5,100.431732557317,0.00579450957115297,101.013685192868,0.00577778597283547,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00579450957115297,0.00652283999938021,0.00595188228858982,0.00656012884862022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +776.4996,-45.0288,2804.5,110.303815922066,0.00585514595213368,110.949660863367,0.00583807120275374,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00585514595213368,0.00658135926713687,0.00602226912222378,0.00661689199016955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +777.4996,-45.0256,3053,120.077571763261,0.00595484281262574,120.792614828433,0.0059371828098443,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00595484281262574,0.0067032301425871,0.0061115936560082,0.00671030610301366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +778.4994,-45.0208,3298,129.713669071483,0.00604273207131198,130.497494019669,0.00602454798347992,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00604273207131198,0.00678679642421596,0.0062273685513475,0.00683176130374744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +779.4997,-45.0048,3530,138.838463257227,0.00618136221991386,139.696674088676,0.00616233596565802,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00618136221991386,0.00692635145055027,0.00636744704169125,0.00700206303788171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +780.4998,-45.0072,3768.5,148.218909004209,0.0062545269539779,149.145948165665,0.00623504857676776,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0062545269539779,0.00699243572803435,0.00642204528552658,0.00703245275850199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +781.4996,-44.9968,4003.5,157.461696218217,0.00632558879019766,158.4577341587,0.00630566622392949,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00632558879019766,0.00706194912246903,0.00651041988832807,0.00711089416000906,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +782.4996,-44.9704,4258.5,167.491103620651,0.00647377101307948,168.575402672219,0.00645290615862832,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00647377101307948,0.00726972055795444,0.0066665270551191,0.00733754444909122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +783.4997,-44.96,4455.5,175.23931247665,0.00654157674941165,176.38565388873,0.00652027349036093,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00654157674941165,0.00727778724572108,0.00671453540089287,0.00731060061203463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +784.4999,-44.9656,4674.5,183.852803539917,0.00662498463103887,185.070825537742,0.00660313586575994,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00662498463103887,0.00735629690781882,0.00677622231575478,0.00736927706947116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +785.5,-44.96,4927.5,193.803548923508,0.00673028639263975,195.107902311673,0.00670773912501812,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00673028639263975,0.00747404369468158,0.0068984275233911,0.00752023162950043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +786.5,-44.9368,5146.5,202.417039986775,0.00681694189472782,203.796905186868,0.00679381160538939,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00681694189472782,0.00754920686915271,0.00699932950709461,0.00759779826346649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +787.4998,-44.9368,5384.5,211.777820229047,0.0069255294342101,213.244493756556,0.00690165810625379,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0069255294342101,0.00770035213371776,0.00710526593322988,0.00773826847958675,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +788.5001,-44.9288,5606.5,220.509304320578,0.00701608971233531,222.056417382096,0.00699159147604488,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00701608971233531,0.00778347575825309,0.00717919257500423,0.00779690317244805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +789.5002,-44.9184,5818.5,228.847478317896,0.00711720263710171,230.476232194074,0.00709199488552683,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00711720263710171,0.00787639685979049,0.00727347721104834,0.00789712705827724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +790.5002,-44.9104,6040.5,237.578962409427,0.00723086511351821,239.296863840419,0.00720484775177847,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00723086511351821,0.00800176472627923,0.0074110059077957,0.00805391991990804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +791.5,-44.8968,6262.5,246.310446500958,0.00735118817967896,248.121120943807,0.00732429988936424,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00735118817967896,0.00812659402663758,0.00751004286541677,0.00813883086945607,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +792.4993,-44.8944,6478,254.78627903125,0.0075042503126788,256.698259045336,0.00747623350243643,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0075042503126788,0.00826856891174962,0.00767054775313565,0.00830163677762857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +793.4991,-44.8816,6695,263.321108075675,0.00755786996798996,265.311254770338,0.00752945236331832,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00755786996798996,0.00831231081020268,0.00772578126162332,0.00835833321814769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +794.4994,-44.876,6899,271.344633997622,0.00766735208699887,273.4251288434,0.00763810733440403,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00766735208699887,0.0084540496115314,0.00785097598507541,0.00849279955235153,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +795.4992,-44.8576,7104,279.407490928991,0.00780365463294676,281.587890490059,0.00777336360522222,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00780365463294676,0.0085900928915911,0.00797981310743385,0.0086316431521503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +796.4992,-44.8472,7298.5,287.057372261436,0.0078505077056789,289.310918374346,0.00781985280323653,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0078505077056789,0.00862478983010073,0.00804102426608927,0.00866891396988453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +797.4995,-44.8392,7510,295.375880754043,0.00794204311788514,297.721768734975,0.0079106710893064,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00794204311788514,0.00869311395247764,0.00810720641076265,0.00873621746856613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +798.4996,-44.8416,7696,302.691448506407,0.0080020350624296,305.113596090453,0.00797018855827944,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0080020350624296,0.00876748034418065,0.00816633572239571,0.00878989777500935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +799.4996,-44.8336,7895,310.518319381248,0.00818571640557091,313.060134282437,0.00815239514446242,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00818571640557091,0.0089620133815239,0.00835022010334486,0.00897770202776911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +800.4997,-44.8232,8100.5,318.600841817327,0.00831290780743215,321.249341242725,0.00827854588962303,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00831290780743215,0.0090901404772286,0.00848623003874054,0.00913439003167996,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +801.4997,-44.8184,8275,325.464102961346,0.00841808237763119,328.203886591036,0.00838284792177922,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00841808237763119,0.00918304682352952,0.00859386978673855,0.00923821601556186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +802.4997,-44.8048,8474,333.290973836187,0.00850787102791846,336.126570456355,0.0084718830697429,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00850787102791846,0.00930640060024289,0.00867045769751346,0.00931827810486094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +803.4998,-44.7968,8663,340.724534616814,0.00861927373709533,343.661332649621,0.00858233987419298,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00861927373709533,0.00940520904112344,0.00879764096882442,0.00945168195125897,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +804.4998,-44.784,8852,348.158095397442,0.00876562864350363,351.209919970926,0.00872743356106681,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00876562864350363,0.00953484485975512,0.00893290347118866,0.00958996859891218,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +805.4999,-44.7736,9044,355.709649206334,0.0088461068831746,358.85629478259,0.0088072093061189,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0088461068831746,0.00964676332822058,0.00902192459423613,0.0096905539216648,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +806.4997,-44.7656,9235,363.221872005804,0.00896464926970942,366.478028695423,0.00892470534613134,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00896464926970942,0.00974337250110833,0.00913861236399708,0.00980024816501218,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +807.4997,-44.76,9411,370.144129663955,0.00906729273101136,373.500334840284,0.00902643164615075,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00906729273101136,0.00987640423740875,0.00924048115503028,0.00989881778586617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +808.4998,-44.7472,9593.5,377.322038883344,0.00918277828418794,380.786903508148,0.00914087291877718,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00918277828418794,0.00997967244850595,0.00936051041938733,0.0100201406009383,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +809.5001,-44.7416,9763,383.988644980256,0.00931164140504102,387.56420954592,0.00926855533372071,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00931164140504102,0.01010924039305,0.00945609354006853,0.010118879839591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +810.5001,-44.7312,9950.5,391.363209246752,0.00942744705657893,395.052765181819,0.00938328601122822,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00942744705657893,0.0102120622582445,0.00959615693173336,0.0102480819769872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +811.5001,-44.7264,10121,398.069146353085,0.00948329968414125,401.844155362962,0.00943861547803765,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00948329968414125,0.0102774795990412,0.00964221267243341,0.0103047281211389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +812.4999,-44.7152,10297,404.991404011236,0.00964194475653436,408.896308755584,0.00959575785754722,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00964194475653436,0.0104665605765165,0.00983503402534452,0.0105197473951973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +813.5002,-44.7104,10470,411.795668641123,0.00975036016365285,415.810824724206,0.00970313214728625,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00975036016365285,0.0105540665062772,0.00992878971596247,0.010609502543371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +814.499,-44.6968,10641,418.521271252167,0.00987300108112689,422.653332215714,0.00982458144320776,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.00987300108112689,0.0106604886491654,0.0100281758061692,0.0106793725745014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +815.4991,-44.6816,10817,425.443528910317,0.0099942763869161,429.695529125272,0.00994466389346345,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0099942763869161,0.010777342744223,0.0101440887421709,0.0108196702853885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +816.4994,-44.6784,10989.5,432.228128035494,0.0100613232145505,436.576914934079,0.0100110450640335,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0100613232145505,0.0108593228379336,0.0102373741279063,0.0108986958279701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +817.4994,-44.6736,11153.5,438.678413580588,0.0102429694952621,443.171783189124,0.0101908657790184,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0102429694952621,0.0110758411775859,0.0103963863000891,0.0110844189607217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +818.4992,-44.652,11321,445.266357658658,0.0103430352108196,449.871763274115,0.0102899120115531,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0103430352108196,0.011149034527991,0.0105058115274695,0.0111946498247083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +819.4992,-44.6552,11490.5,451.93296375557,0.0104511775803955,456.656195414214,0.0103969415833864,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0104511775803955,0.0112797659229288,0.0106347455591236,0.0113483376136947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +820.4993,-44.6392,11652,458.284921777112,0.0105863523625801,463.136487441502,0.0105307092946571,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0105863523625801,0.0113894858611634,0.0107487505678074,0.0114286690521233,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +821.4996,-44.6232,11814.5,464.676210808075,0.0107089097577003,469.652386416169,0.0106519754921958,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0107089097577003,0.0115229100867534,0.0108704002838395,0.0115605530905836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +822.4994,-44.6208,11970.5,470.811848277799,0.0108353973671379,475.913281739046,0.0107771150789534,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0108353973671379,0.0116618306379205,0.0109977719092501,0.0116924862188473,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +823.4994,-44.6024,12128.5,477.026147766366,0.0109845759226676,482.266077703603,0.0109246836634675,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0109845759226676,0.0118274139013508,0.0111332736759777,0.0118352701317249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +824.4997,-44.5944,12283.5,483.12245422667,0.0111019693468721,488.48606490428,0.0110407948404208,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0111019693468721,0.0119216334636957,0.0112580453712709,0.0119515276047049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +825.4995,-44.592,12436,489.120433163419,0.0112032942573082,494.600193303411,0.0111410021754304,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0112032942573082,0.0120534124804216,0.0113646820113139,0.0120817991025669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +826.4998,-44.5944,12582.5,494.882426043641,0.0112793716744748,500.464388862153,0.0112162338879034,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0112793716744748,0.0121178928637036,0.0114045906001527,0.012123563687342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +827.4996,-44.576,12743.5,501.214718560472,0.0114413160070378,506.949274542901,0.0113763591428587,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0114413160070378,0.0122999503486293,0.0115958594619306,0.012324380820165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +828.4996,-44.5712,12883,506.701394374745,0.011602916922816,512.58060855835,0.0115361192840275,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.011602916922816,0.0124215261193506,0.0117611106350279,0.0124621821690961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +829.4997,-44.5552,13021,512.129073674886,0.0116810336421257,518.111270613593,0.0116133370362138,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0116810336421257,0.0125008945362097,0.0118362421821373,0.0125462770350605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +830.4997,-44.5496,13161.5,517.65508049858,0.0118354100862781,523.781740659526,0.0117659193835728,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0118354100862781,0.0126669499672064,0.0119859967645877,0.0127020975354946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +831.5001,-44.5448,13319,523.849714482437,0.0119428953002775,530.105996775581,0.011872141704283,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0119428953002775,0.0127788758132902,0.0120939162873481,0.0128123986686043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +832.4998,-44.5416,13469,529.749365895633,0.0120944014584613,536.15636739914,0.01202184858835,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0120944014584613,0.0129300432107099,0.0122099386288354,0.0129261254339741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +833.4999,-44.5184,13601.5,534.960724643957,0.0122136052402857,541.494523753815,0.0121396209644586,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0122136052402857,0.0130436290208942,0.0123663898553748,0.0130686612084299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +834.4999,-44.5152,13753,540.919372571286,0.012325656625612,547.586559019741,0.0122503141849373,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.012325656625612,0.0131659499310561,0.0124698927658783,0.0131838940190257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +835.5,-44.4944,13880,545.914410767792,0.0124495495304516,552.710799264033,0.0123726911328744,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0124495495304516,0.0132927711883351,0.0126229395548119,0.0133530313531003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +836.5,-44.4944,14019,551.381421077354,0.0125619231339961,558.307832106441,0.0124836767793035,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0125619231339961,0.0133964267243891,0.0127093926268622,0.0134202866757714,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +837.4993,-44.4864,14152.5,556.632110835099,0.0127084857863608,563.706062103879,0.012628410689378,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0127084857863608,0.0135583654444166,0.0128695955676275,0.0135842377193022,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +838.4991,-44.476,14282,561.725476555159,0.012820439658279,568.927044131852,0.0127389535412975,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.012820439658279,0.0136814241164011,0.0129852729377236,0.0137283343372018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +839.4994,-44.4656,14406,566.602521723401,0.0129840501982066,573.959317307888,0.0129004800272961,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0129840501982066,0.0138750865947939,0.0131556348027692,0.0139150563359532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +840.4994,-44.4576,14537.5,571.774549462304,0.0130844211731286,579.255888483545,0.0129995595761095,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0130844211731286,0.0139538795574314,0.0132394706593858,0.013979991436952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +841.4992,-44.4528,14685,577.575873351947,0.0132488075806074,585.228064961188,0.0131618096991462,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0132488075806074,0.0141228270147721,0.0134240737303452,0.0141787769161795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +842.4993,-44.4392,14803.5,582.236597968372,0.0133566743688126,590.013342613041,0.0132682604013353,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0133566743688126,0.0142259661175506,0.0135327899644739,0.0142893849646201,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +843.4996,-44.4344,14937,587.487287726117,0.013476480189939,595.404548520999,0.0133864801186283,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.013476480189939,0.01434031920003,0.0136188606361211,0.0143685769116809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +844.4994,-44.4232,15053.5,592.0693503237,0.0136157123778431,600.130796305444,0.0135238514613167,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0136157123778431,0.0144878715645198,0.0137753570771279,0.0145500659216096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +845.4994,-44.4184,15181.5,597.103719529628,0.013731414156403,605.302797996818,0.0136379925249474,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.013731414156403,0.014588576053284,0.0138831667520749,0.0146221299310289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +846.4997,-44.4048,15307,602.039761212002,0.0138840438386364,610.398507649272,0.0137885434412169,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0138840438386364,0.0147619500815596,0.0140438211572631,0.0147949417754728,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +847.4998,-44.3976,15446.5,607.526437026275,0.0140403620715238,616.056328170147,0.0139427091810652,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0140403620715238,0.0149309713150826,0.0141999286332509,0.0149656552391803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +848.4995,-44.3864,15540,611.203886407168,0.0141953235961248,619.880123357927,0.0140955134394634,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0141953235961248,0.0151056733146385,0.0143448024192424,0.0151251755592519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +849.4998,-44.3792,15675,616.513572679045,0.0142955504207915,625.326973542381,0.0141943325428985,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0142955504207915,0.0151595299276772,0.0144538713880076,0.0152183754813255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +850.4997,-44.3792,15792,621.115300781338,0.0144543700845822,630.093131204028,0.01435090153399,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0144543700845822,0.0153354123461489,0.0146076699459003,0.0153747403281064,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +851.4999,-44.36,15900,625.363049798839,0.0145342886820851,634.452256895725,0.0144296783149236,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0145342886820851,0.0154189269844501,0.0147108428122165,0.0154797526354068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +852.4997,-44.3416,16025,630.279425976503,0.0147347847285522,639.566457637102,0.0146272825161076,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0147347847285522,0.0156308859560397,0.0148824756831386,0.0156607240256535,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +853.5,-44.3416,16127,634.291188937477,0.0148764759502258,643.727206555146,0.0147669065166726,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0148764759502258,0.0157752659446929,0.0150428340164046,0.0158434989902219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +854.4998,-44.3232,16242,638.814255020928,0.0150250779047335,648.412488969272,0.0149133194838343,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0150250779047335,0.0159478284349637,0.0151735111572681,0.0159825721792642,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +855.4998,-44.3208,16354,643.219328076114,0.0151479447989316,652.962778951417,0.0150343602946166,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0151479447989316,0.016065722774191,0.0153021305899326,0.0161077877277542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +856.5001,-44.316,16469.5,647.762059664276,0.0153157950522544,657.68305061272,0.0151996922337307,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0153157950522544,0.0162307600938727,0.015466986048865,0.0162729643004589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +857.4999,-44.3128,16559.5,651.301850512194,0.0154626163271362,661.372681139818,0.0153442882904102,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0154626163271362,0.0163682788975773,0.0156115890791135,0.0164112119199411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +858.5002,-44.292,16666.5,655.510268520274,0.0155739088037648,665.71912566214,0.0154538800927857,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0155739088037648,0.0164948050501272,0.0157237377190301,0.0165276736787789,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +859.499,-44.292,16791,660.406979193227,0.015735102707057,670.79855083929,0.0156125894794099,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.015735102707057,0.0166525385277667,0.0158871640169361,0.0167018868059222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +860.4993,-44.2736,16880,663.907439031724,0.0158692472388866,674.443150325455,0.015744647212037,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0158692472388866,0.0168048125679202,0.0160290030151046,0.0168228978166001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +861.4993,-44.268,16972,667.525891898484,0.0160107688720241,678.213494669762,0.0158839483836065,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0160107688720241,0.0169404131908862,0.0161858066565831,0.0170099846438485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +862.4994,-44.268,17087,672.048957981935,0.0161544951561273,682.905569618335,0.0160253997575541,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0161544951561273,0.0170980728923435,0.016309145805997,0.0171297446277552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +863.4992,-44.2472,17176,675.549417820432,0.0163189112416,686.573648809158,0.0161871889207617,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0163189112416,0.0172592000743664,0.016456972285277,0.0172723155574068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +864.4995,-44.2368,17291,680.072483903883,0.016464714985267,691.269683520683,0.0163306412213764,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.016464714985267,0.0174206223611181,0.0166222363972967,0.0174710347169066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +865.4996,-44.2392,17368.5,683.120637134034,0.0166438004790875,694.49036072164,0.0165068103662316,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0166438004790875,0.017616719453525,0.0168107484146739,0.0176708435307136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +866.4994,-44.2288,17470.5,687.132400095008,0.0167347423314183,698.631383758167,0.0165962593797595,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0167347423314183,0.0176841508840968,0.0168778720812766,0.0177318156525909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +867.4996,-44.2184,17566,690.888511494743,0.016912810294024,702.573377823974,0.0167713811336059,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.016912810294024,0.0178624679165826,0.0170547339911985,0.0179009121171713,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +868.4997,-44.2128,17664.5,694.762615922742,0.0170726050918956,706.624023697003,0.0169285059556344,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0170726050918956,0.0180389405445124,0.0172264883685353,0.0180949217316254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +869.4995,-44.2024,17744.5,697.909096676447,0.0172362580289572,709.938437947519,0.0170893988666188,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0172362580289572,0.0181977806648856,0.017369511269235,0.0182326490976688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +870.4995,-44.1896,17850,702.058518170395,0.0173693002353041,714.252783355249,0.0172201782267717,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0173693002353041,0.0183517515572308,0.0175360688185579,0.0184110557479122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +871.8329,-44.176,17963.5,706.522587739714,0.0175961672990904,718.954677394168,0.0174431471845702,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0175961672990904,0.0185545622822218,0.0177477439342223,0.0186221872602157,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +872.8327,-44.1712,18054,710.082044092343,0.0177431157653742,722.681112003587,0.0175875442074764,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0177431157653742,0.0187331744194368,0.0178968033630428,0.0187923193766429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +873.8327,-44.1576,18136.5,713.326852369601,0.0179132978610645,726.104888748393,0.0177547454060162,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0179132978610645,0.018890834120894,0.0180530606245074,0.0189428516843851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +874.8327,-44.1496,18226.5,716.866643217519,0.018053208403112,729.808386124764,0.0178921843489823,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.018053208403112,0.019058601159319,0.018195482441924,0.0190966431502264,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +875.833,-44.1448,18304,719.91479644767,0.0182298772602972,733.038754824783,0.0180657052694008,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0182298772602972,0.0192240073599119,0.0183736885599703,0.0192644097041612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +876.8328,-44.1264,18391,723.336594267324,0.0183688974625315,736.623489998317,0.018202227204085,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0183688974625315,0.019375248533514,0.0185126345398584,0.0194179713855496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +877.8331,-44.1264,18478.5,726.778057591689,0.0185413266063215,740.253486927804,0.0183715318127656,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0185413266063215,0.0195644106647898,0.0186924637419028,0.0196198920059231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +878.8329,-44.1128,18560.5,730.003200364236,0.0187088376825726,743.660711747609,0.0185359800278793,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0187088376825726,0.0196710910243157,0.0188505745913188,0.0197102747072957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +879.8332,-44.0976,18634.5,732.913695061413,0.0188486634303519,746.728138623121,0.0186732284225111,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0188486634303519,0.0198667454596292,0.0190072992258476,0.0199328193404532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +880.8332,-44.0944,18720,736.276496366936,0.0190100693193139,750.273163601053,0.0188316357612588,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0190100693193139,0.0200483824203162,0.0191613954321713,0.0201034723578258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +881.8331,-44.0872,18785.5,738.852677484031,0.0191902147414834,753.03141902727,0.0190084048688361,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0191902147414834,0.0202565050304289,0.0193394156454812,0.0203026488899405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +882.8333,-44.0792,18858,741.704175667076,0.0193349161596675,756.044963718874,0.0191503716429844,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0193349161596675,0.0203887119490118,0.0194885188938886,0.0204511592006549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +883.8331,-44.0688,18940.5,744.948983944335,0.0195291798274437,759.497226614055,0.0193409323269913,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0195291798274437,0.0205516835355907,0.0196443890735145,0.0205692321667917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +884.8332,-44.0656,19010.5,747.702154603826,0.0196603989570304,762.402277264368,0.0194696296596305,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0196603989570304,0.0207374519624832,0.0197901868671422,0.0207632474315626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +885.8334,-44.0552,19090,750.82896985282,0.019834142411973,765.721018567916,0.0196400085960178,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.019834142411973,0.0208818319511365,0.0199729763758047,0.0209330140659484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +886.8335,-44.0496,19165.5,753.798461064129,0.0200213257583787,768.890505609259,0.0198235346838725,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0200213257583787,0.0210714367395057,0.0201515794004094,0.0211150007106427,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +887.8335,-44.0312,19224.5,756.118990619987,0.0201588196637907,771.361456996263,0.0199583207280643,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0201588196637907,0.0212536639096508,0.0203205870881277,0.0213257048085202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +888.8336,-44.0288,19290.5,758.714837241793,0.020315180293812,774.12826595195,0.0201115798534739,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.020315180293812,0.0214085201161827,0.0204517293050077,0.0214475196726901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +889.8326,-44.024,19369,761.802321481366,0.0204927394908103,777.413737998978,0.0202855885837665,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0204927394908103,0.0215714917027616,0.0206395257688842,0.0216414399834088,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +890.8324,-44.008,19443,764.712816178543,0.0206675004769677,780.517518671656,0.0204568254941887,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0206675004769677,0.0217377832175416,0.0207917308792953,0.0217716495121446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +891.8327,-44.008,19505.5,767.171004267375,0.0208306446484216,783.151670841841,0.0206166533854762,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0208306446484216,0.0219365362525092,0.0209766509388614,0.0219817986303826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +892.8327,-43.9896,19566.5,769.570195842075,0.0210040489262925,785.734285887759,0.0207865048223564,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0210040489262925,0.0220944910586955,0.021135705193574,0.0221454809070089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +893.8326,-43.9816,19637,772.343032006277,0.0212059864753142,788.721327897305,0.0209842685647524,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0212059864753142,0.0223195821907246,0.0213250869183519,0.0223395117893255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +894.8326,-43.9688,19708,775.13553367519,0.0213225361965531,791.663389149214,0.0210983915452362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0213225361965531,0.0224971614613881,0.0214432510304698,0.0225074299398781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +895.8329,-43.9632,19778.5,777.908369839393,0.0215298157844529,794.656593739219,0.0213013230869214,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0215298157844529,0.0226410987929477,0.0216788253059319,0.0227179736270711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +896.833,-43.9504,19842.5,780.425554442357,0.021714031331482,797.371739383408,0.021481639839411,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.021714031331482,0.0228588123067525,0.0218423852123175,0.0228865482700976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +897.8327,-43.9368,19907,782.962404550031,0.0218775570771414,800.09170924483,0.0216416774388374,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0218775570771414,0.0230327027683036,0.0220209831139173,0.023080161764528,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +898.8328,-43.9344,19964.5,785.223937591757,0.0220739406016152,802.556924149124,0.021833838089715,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0220739406016152,0.0232417106926034,0.0222084450263909,0.0232820006281964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +899.8331,-43.9184,20025.5,787.623129166457,0.0222260191211074,805.128855895537,0.0219826210694821,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0222260191211074,0.0233878613096304,0.0223679231232465,0.0234333008698974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +900.8329,-43.9104,20079.5,789.747003675207,0.02236834629979,807.412338142635,0.0221218439699454,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.02236834629979,0.0235083378152363,0.0224939680615848,0.0235585089436559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +901.8332,-43.908,20161.5,792.972146447755,0.0225721917198397,810.871265765866,0.0223212095915221,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0225721917198397,0.0237458971220648,0.0227184618742116,0.0237933826077979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +902.833,-43.9,20204.5,794.663379852871,0.0227577639751551,812.748141491262,0.0225026690722362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0227577639751551,0.0239380103006305,0.0228919812802376,0.0239772144117821,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +903.833,-43.8872,20265.5,797.062571427571,0.022945837661374,815.351839797505,0.0226865409553364,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.022945837661374,0.0241206063516866,0.0230621568825688,0.0241483048888794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +904.8333,-43.8944,20326,799.44209749756,0.0231297140313314,817.932964597286,0.0228662766159284,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0231297140313314,0.0243167034440934,0.0232647067918845,0.0243729258773102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +905.8333,-43.8688,20387,801.84128907226,0.0233082907595445,820.530838980964,0.0230408010610847,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0233082907595445,0.0245019554377103,0.0234316192515404,0.0245308656148163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +906.8332,-43.8632,20446,804.161818628118,0.0235055222266973,823.064062129743,0.0232335215386502,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0235055222266973,0.0247007822488603,0.0236350482265629,0.0247454980908002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +907.8332,-43.8576,20498.5,806.226696622737,0.0236901193479319,825.326303287219,0.0234138629950173,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0236901193479319,0.0248872884375754,0.0238273950778854,0.024939068541225,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +908.8335,-43.8424,20540,807.858933513721,0.0238443601212557,827.121812851596,0.0235645229962647,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0238443601212557,0.0250703271457249,0.0239582804144994,0.0250926864426416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +909.8333,-43.8368,20594.5,810.002473527182,0.0240130583172577,829.453110161113,0.0237292787989537,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0240130583172577,0.0252521854349585,0.0241584367878333,0.0253028260356373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +910.8335,-43.8392,20668,812.893302719649,0.0241982066012337,832.563862803618,0.0239100690207939,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0241982066012337,0.0254392080569492,0.0243083926126826,0.0254529428164185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +911.8336,-43.816,20712.5,814.643532638897,0.0243654632946813,834.49269973166,0.024073360693176,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0243654632946813,0.0255838831503315,0.0244542957891878,0.0256285848647146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +912.8326,-43.8136,20752,816.197107511039,0.024520552010684,836.210711136733,0.0242247490233617,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.024520552010684,0.0257861774420469,0.0246627648316412,0.0258405790668474,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +913.8325,-43.7976,20811.5,818.537302571607,0.0247687872299833,838.811478858808,0.0244670137106952,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0247687872299833,0.0260182035352072,0.0248965381942354,0.0260697113331359,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +914.8327,-43.784,20860.5,820.464522033251,0.0249422339049879,840.928740052548,0.0246362538363812,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0249422339049879,0.0262124562230579,0.025050077401594,0.026266450186985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +915.8325,-43.784,20904.5,822.195086447789,0.0251100841583108,842.840474263043,0.0248000060023323,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0251100841583108,0.0263764606761882,0.0252210661074622,0.0264373044129642,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +916.8326,-43.7688,20957.5,824.279629947118,0.0252984122273333,845.132595816114,0.024983704099452,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0252984122273333,0.0265747710540625,0.0253929176629921,0.0266131842089989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +917.8326,-43.7632,21002,826.029859866366,0.0255151887732388,847.106167673188,0.0251951095110479,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0255151887732388,0.0268025919048345,0.0256178119102364,0.0268573041596301,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +918.8329,-43.7504,21051,827.957079328011,0.0256660377758463,849.207457002823,0.025342194518386,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0256660377758463,0.0269503655978711,0.0257893418244547,0.026997949733589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +919.8327,-43.7424,21102,829.962960808498,0.0259120259470459,851.468982584055,0.0255819983813033,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0259120259470459,0.0272338874662382,0.0260254730560155,0.0272866579485711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +920.8328,-43.7368,21145,831.654194213614,0.0260263286201852,853.299099570573,0.0256934078425115,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0260263286201852,0.0273361412548295,0.0261397403104214,0.0273776787053192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +921.8331,-43.732,21191,833.463420646994,0.0262530260954359,855.344357578831,0.0259143304724175,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0262530260954359,0.0275625603581391,0.0263429741460041,0.0275798290923722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +922.8328,-43.7208,21237,835.272647080374,0.0263828885167361,857.309552209374,0.0260408628209446,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0263828885167361,0.0277190396406804,0.0265071566675765,0.0277535819244755,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +923.8329,-43.716,21299.5,837.730835169206,0.0266107307146037,860.023464835214,0.0262628237629259,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0266107307146037,0.0279738625741543,0.0267053619539592,0.0279764945976281,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +924.8329,-43.692,21324,838.694444900029,0.0268181374939053,861.186667838733,0.0264648339549691,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0268181374939053,0.0281609589723273,0.0269068140473338,0.0281900404868973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +925.833,-43.6792,21375,840.700326380515,0.0270023530409344,863.40121339507,0.0266442221228952,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0270023530409344,0.028374172139015,0.0271092955119894,0.0284035708766713,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +926.8333,-43.684,21423,842.588214832738,0.0271856358510164,865.494511213539,0.0268226700658871,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0271856358510164,0.0285597930135431,0.0272976124829664,0.0285984200077623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +927.8333,-43.6712,21473.5,844.574430808514,0.0274071184787908,867.72178229784,0.0270382676612408,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0274071184787908,0.0287977949774649,0.027512835977751,0.0288246704635846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +928.8331,-43.6688,21516.5,846.265664213631,0.02756538697984,869.593304735431,0.0271923023268549,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.02756538697984,0.0289614305496841,0.027659914912138,0.0289927936212592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +929.8332,-43.6584,21561,848.015894132879,0.0277777118266804,871.571835264547,0.0273989100194771,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0277777118266804,0.0291819475584142,0.0278788398107557,0.0292245899439854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +930.8332,-43.6504,21589,849.117162396676,0.0279614186081021,872.859682821773,0.0275776357918195,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0279614186081021,0.0293523705393997,0.0280380903700236,0.0293779028803274,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +931.8333,-43.6448,21633,850.847726811214,0.0281343565174993,874.785780099425,0.0277458554943229,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0281343565174993,0.0295157847830721,0.0282145008168415,0.0295657523490061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +932.8335,-43.6264,21671,852.342305169223,0.0283702117736841,876.523436870544,0.0279752303869008,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0283702117736841,0.0297681731025319,0.0284349259985504,0.0297900832506365,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +933.8333,-43.624,21723.5,854.407183163842,0.0286012761537319,878.844318957243,0.0281998950284633,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0286012761537319,0.0300539082563663,0.0286950009833124,0.0300984935813689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +934.8324,-43.6056,21750,855.449454913507,0.0286951434083055,879.996699700807,0.0282911480474704,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0286951434083055,0.0301825739182013,0.0287944118304029,0.0302057914790441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +935.8324,-43.6024,21806,857.6519914411,0.0289258262141479,882.460283897743,0.0285153708856066,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0289258262141479,0.0303783759058792,0.029020364244545,0.0303991307373613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +936.8325,-43.5896,21825.5,858.418946124816,0.0291780043669047,883.46589788348,0.0287604296142012,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0291780043669047,0.0306342317059045,0.0292508476701883,0.0306627812890794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +937.8327,-43.5816,21880,860.562486138277,0.0293490768024082,885.819200637221,0.028926638198448,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0293490768024082,0.0308402885829145,0.0294445064075286,0.0308788454090641,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +938.8326,-43.5768,21923,862.253719543394,0.0295546605049499,887.737335493629,0.0291263403015621,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0295546605049499,0.0310126297446385,0.0296403675527505,0.0310496248082369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +939.8326,-43.5584,21952,863.394318816612,0.029740529540203,889.072123060221,0.0293068574383535,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.029740529540203,0.0312322614391814,0.0298357869597848,0.0312676315456133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +940.8326,-43.5584,21990,864.888897174621,0.0299348780022469,890.779240797041,0.0294955750022076,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0299348780022469,0.0314271781126724,0.0300144058124722,0.0314689028216049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +941.8329,-43.5584,22031,866.501468560895,0.0301323638522035,892.611206090041,0.0296873025793947,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0301323638522035,0.0316413503697293,0.0302234515425145,0.0316796631257444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +942.833,-43.54,22066,867.878053890641,0.0303081847667097,894.181862302931,0.0298579659989734,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0303081847667097,0.0318320618008323,0.0304092255235794,0.0318742342442114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +943.8328,-43.524,22097,869.097315182702,0.0305197888622727,895.621981742846,0.0300633243297166,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0305197888622727,0.0320669651651,0.0306146269170847,0.0320965091123785,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +944.8331,-43.516,22148,871.103196663189,0.0307082017255633,897.853209350105,0.0302461404613388,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0307082017255633,0.0322758993132174,0.0307931368497888,0.0322945800598334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +945.8331,-43.516,22176,872.204464926985,0.0309599559069806,899.207876702996,0.0304903642291034,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0309599559069806,0.0325111715583963,0.0310470215971459,0.0325473444914838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +946.8332,-43.492,22213.5,873.679377780284,0.0311090666270959,900.858727754371,0.0306349866629266,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0311090666270959,0.0326774630731762,0.0311907853199567,0.0326990568376788,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +947.8332,-43.492,22251,875.154290633584,0.0313276238526275,902.570795063566,0.0308469274486569,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0313276238526275,0.0329073496570514,0.0314284607834647,0.0329441429873555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +948.833,-43.4816,22279.5,876.275224402091,0.0315064973607784,903.883587447031,0.0310203524533723,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0315064973607784,0.0330812401186025,0.0316011073648189,0.0331095185889563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +949.833,-43.4792,22335,878.458095424974,0.0317170839251266,906.320224562275,0.0312244859917727,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0317170839251266,0.0333033064271596,0.0318149719521843,0.0333314339221971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +950.8333,-43.4664,22356.5,879.303712127532,0.0319469187882898,907.394756409112,0.0314472304538665,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0319469187882898,0.0335879349382603,0.0320268193524547,0.0335981886447525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +951.8332,-43.4584,22393,880.73929397141,0.0321494498971869,909.054577775428,0.0316434723664241,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0321494498971869,0.0337730393795128,0.032240764914481,0.0337909024392007,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +952.8332,-43.4424,22432,882.273203338841,0.0323360396837172,910.802424653886,0.0318242339052967,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0323360396837172,0.0339402162084796,0.0324224374813867,0.0339710134534952,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +953.8332,-43.4368,22450.5,883.000827013135,0.0325742267822694,911.763896201192,0.0320549336150872,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0325742267822694,0.0342017527745377,0.0326689157170519,0.0342360322527129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +954.8335,-43.432,22491.5,884.613398399409,0.0327756555656838,913.607182454137,0.0322499889766748,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0327756555656838,0.0344340001962446,0.0328828690673042,0.0344550606901308,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +955.8333,-43.432,22534.5,886.304631804525,0.032973311004176,915.529030073457,0.0324413534089402,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.032973311004176,0.0346390979828853,0.0330724063422858,0.0346713065103566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +956.8334,-43.4184,22567,887.582889610718,0.0331276789689016,916.986450636032,0.0325907826631366,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0331276789689016,0.0347864290188283,0.0332335127356644,0.0348269761945889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +957.8324,-43.408,22598.5,888.821816407489,0.0333431836007885,918.45796542035,0.0327993552944488,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0333431836007885,0.035017422245437,0.0334203703406536,0.0350237512478564,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +958.8327,-43.392,22630,890.06074320426,0.0336046043287473,919.97088230819,0.0330523086887041,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0336046043287473,0.0352664906366958,0.0336949144892574,0.0353083888660338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +959.8327,-43.3872,22646,890.690039355001,0.0337676637059335,920.766561070165,0.0332100542288234,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0337676637059335,0.0354342576751206,0.0338483993769593,0.0354708752360759,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +960.8325,-43.3792,22683.5,892.1649522083,0.0339544230809997,922.45789845362,0.0333906968565415,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0339544230809997,0.035659422583332,0.034041424262339,0.0356895314661842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +961.8326,-43.3736,22721.5,893.65953056631,0.0342995781485172,924.311675473136,0.0337244615397154,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0342995781485172,0.035967659472751,0.0344007848132054,0.0360138766570268,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +962.8326,-43.3528,22749.5,894.760798830107,0.0343923854747417,925.53375713116,0.0338141871517627,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0343923854747417,0.0361130723279556,0.0344874824912608,0.0361302572901399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +963.8327,-43.3584,22776,895.803070579772,0.0346129353655693,926.809444362028,0.0340273812788551,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0346129353655693,0.0363523284869759,0.0346847564689268,0.0363474696048329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +964.8329,-43.3448,22800.5,896.766680310594,0.0348250906238738,927.996661220881,0.0342324178698362,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0348250906238738,0.036572033957701,0.0349215644385603,0.0366087326313209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +965.833,-43.324,22835,898.123600135629,0.0350084158310898,929.565484596892,0.0344095579220419,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0350084158310898,0.0367758775492437,0.0350841362572478,0.036783965557535,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +966.8328,-43.324,22876,899.736171521903,0.0352126004282109,931.418221820512,0.0346068166651226,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0352126004282109,0.0369791309313284,0.0352890382219926,0.0369802492756195,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +967.8331,-43.3112,22891,900.326136663222,0.0354324295677612,932.226879088556,0.0348191458062277,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0354324295677612,0.0371993528353293,0.0355095532261135,0.0372017007983249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +968.8331,-43.3032,22920.5,901.486401441151,0.035572764081148,933.55476452198,0.0349546688981368,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.035572764081148,0.0373545779227724,0.0356616549594666,0.03736766535512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +969.8329,-43.2976,22958,902.96131429445,0.0358106967968964,935.296988139975,0.0351844020415055,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0358106967968964,0.0376023183427508,0.0358966891118196,0.0376213184751204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +970.833,-43.2848,22973.5,903.57094494048,0.0360585928391241,936.152441745351,0.0354236990325375,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0360585928391241,0.0378735933648653,0.0361468496627886,0.0378790803866936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +971.8332,-43.2816,23009.5,904.986861279648,0.036221737010578,937.767057366948,0.035581152799232,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.036221737010578,0.0380212195055371,0.0363075887792792,0.0380323292011717,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +972.8333,-43.2792,23045.5,906.402777618815,0.0364400398533059,939.432130958392,0.0357918025501676,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0364400398533059,0.0382695501349735,0.0365199676472133,0.0382793445110009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +973.8333,-43.2584,23068.5,907.307390835505,0.0366519407288068,940.561967547216,0.0359962323373877,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0366519407288068,0.038487853858236,0.0367502314231941,0.038512335699985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +974.8331,-43.2504,23080,907.75969744385,0.036868717274712,941.227633082285,0.0362053226552084,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.036868717274712,0.0387133138711763,0.0369506381250768,0.0387336714383562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +975.8332,-43.2448,23131,909.765578924337,0.0370538231615543,943.475871804268,0.0363838306599431,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0370538231615543,0.0389091158588542,0.03713010133886,0.0389113818659916,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +976.8335,-43.2296,23152,910.591530122184,0.0372843363788608,944.542331035001,0.0366060829645592,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0372843363788608,0.0391440192231219,0.0373706483259544,0.0391786298994616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +977.8335,-43.2264,23165.5,911.122498749372,0.0374794903864497,945.270905682127,0.0367942046251037,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0374794903864497,0.0393548715519778,0.0375672077046575,0.0393807363682087,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +978.8333,-43.2264,23210,912.87272866862,0.0376866851800818,947.275875803437,0.0369938944588724,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0376866851800818,0.0395684535995769,0.037776762305578,0.0396150438643394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +979.8324,-43.2032,23234.5,913.836338399443,0.0379405592181968,948.507800112227,0.0372385183816563,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0379405592181968,0.0398314656892797,0.0380046623393546,0.0398286210668089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +980.8324,-43.2032,23252.5,914.544296569026,0.0381093846056006,949.397016905833,0.0374011593511361,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0381093846056006,0.0399962816804149,0.0381843577668502,0.0400201209808904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +981.8327,-43.1896,23282.5,915.724226851665,0.0383528713458969,950.844880312428,0.0376356800997935,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0383528713458969,0.0402914601855765,0.0384359302195645,0.040301419163947,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +982.8328,-43.1816,23308.5,916.74683309662,0.0384797235706865,952.02299781848,0.0377578394161079,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0384797235706865,0.0403769667807984,0.0385452095836047,0.0403795274719199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +983.8328,-43.1664,23343,918.103752921655,0.0387804040446865,953.7081874149,0.0380473365976141,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0387804040446865,0.0407024672968627,0.0388501083737419,0.0407091261602127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +984.8326,-43.1664,23359.5,918.752714577106,0.0390142666355753,954.597177955776,0.0382724431446435,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0390142666355753,0.0409648891771078,0.0390877400632278,0.0409784620880925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +985.8329,-43.14,23392.5,920.05063788801,0.0392236660801729,956.138396885379,0.0384739594792361,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0392236660801729,0.0411933002373379,0.0392979931521917,0.0411971510663296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +986.8327,-43.148,23407,920.620937524619,0.0394292073855807,956.920291393785,0.0386717234336717,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0394292073855807,0.0414104973178668,0.0395058047122344,0.0414114247276523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +987.8327,-43.132,23437,921.800867807258,0.0396486125537914,958.348993266697,0.0388827835170616,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0396486125537914,0.0416424496348447,0.039726348225733,0.0416587307943616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +988.833,-43.1216,23449.5,922.292505425024,0.0398562313187628,959.051608864805,0.0390824644807996,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0398562313187628,0.041831464213756,0.0399234954674465,0.0418503357372024,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +989.8328,-43.1184,23489,923.846080297166,0.0400690649312105,960.863728875038,0.0392871195360311,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0400690649312105,0.0420734500915192,0.0401379002066404,0.0420671343454327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +990.8331,-43.108,23512.5,924.770359018567,0.0402713416573039,962.012102101151,0.0394815845630913,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0402713416573039,0.0422962541618987,0.0403464434825152,0.0422933596036508,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +991.8329,-43.0896,23537,925.733968749389,0.0405063065736756,963.232032693217,0.0397074279323432,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0405063065736756,0.0425371333969284,0.0405883248013646,0.042541068871619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +992.8329,-43.0928,23555,926.441926918973,0.0406705954677464,964.120871753054,0.0398653086913032,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0406705954677464,0.0427018018356989,0.0407768164615399,0.042736476158224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +993.833,-43.0768,23588,927.739850229876,0.0408910181671718,965.676077300035,0.0400770945916632,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0408910181671718,0.042982298880594,0.0409767171640545,0.0429878777371497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +994.8333,-43.0688,23595,928.015167295825,0.0411330210077797,966.187234667742,0.0403095634173292,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0411330210077797,0.0431775844349961,0.0412192106722168,0.0431926353715315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +995.8333,-43.0632,23611,928.644463446566,0.0413838424522502,967.075339615993,0.0405504464085638,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0413838424522502,0.0434495972189329,0.0414491318427195,0.0434522390922747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +996.8334,-43.0608,23642.5,929.883390243337,0.0415433828673181,968.513891946176,0.040703635068677,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0415433828673181,0.0436092488773109,0.0416098749952895,0.0436201056414822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +997.8334,-43.0424,23660,930.57168290821,0.041746041167617,969.419366692315,0.0408981911381314,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.041746041167617,0.0438241588961902,0.0418546902350769,0.043880944615923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +998.8335,-43.0376,23685.5,931.574623648454,0.0419715091259831,970.674216466449,0.0411146004679029,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0419715091259831,0.044061496874472,0.0420365037971533,0.0440619156225636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +999.8335,-43.0296,23711,932.577564388697,0.0422127064210458,971.944187329091,0.0413460553405963,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0422127064210458,0.0443113030275531,0.0423292307373023,0.0443810536249971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1000.8335,-43.016,23743,933.836156690179,0.0424112098022174,973.441277852462,0.0415365006101019,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0424112098022174,0.0445250326275164,0.0425059812065685,0.0445830502657376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1001.8324,-43.008,23738,933.639501643072,0.0426400695312997,973.4499549103,0.0417560249280597,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0426400695312997,0.0447917335263318,0.0427345153380072,0.044827152064477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1002.8324,-43,23760.5,934.524449355052,0.0428422190659911,974.561550536846,0.0419498885119702,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0428422190659911,0.0449814858670655,0.0429475318263325,0.0450387832778834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1003.8324,-42.9848,23775.5,935.114414496372,0.0430829499925804,975.40190205346,0.0421807030505058,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0430829499925804,0.0452358661434459,0.0432033301424719,0.0453048209906333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1004.8327,-42.9928,23782,935.37006605761,0.043284929938736,975.857493833704,0.0423743217777967,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.043284929938736,0.0454603670660171,0.0433867773964492,0.0455067757792641,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1005.8325,-42.9792,23798.5,936.019027713062,0.0435343522777859,976.768009804233,0.0426133672402985,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0435343522777859,0.0456828760316677,0.0436325323823478,0.0457269774014373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1006.8326,-42.9608,23833,937.375947538097,0.043766179806245,978.401311804099,0.0428354986735531,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.043766179806245,0.0459378465175059,0.043873085344752,0.0459937735421355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1007.8329,-42.948,23826.5,937.120295976858,0.043975155279503,978.330306508014,0.0430356915522818,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.043975155279503,0.0461777666621663,0.044075030992087,0.0462155514887159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1008.8329,-42.9448,23854,938.201898735944,0.0442081699277128,979.678087701765,0.0432588660660941,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0442081699277128,0.0463888403195688,0.044299526663646,0.0464273475186742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1009.8327,-42.94,23874,938.988518924371,0.0444426684756109,980.719674373332,0.0434834115426015,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0444426684756109,0.0466404908772062,0.0445483739006817,0.0467074974016743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1010.8327,-42.932,23886,939.460491037426,0.0446447756131684,981.402493857229,0.0436768999853758,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0446447756131684,0.046853482715347,0.044720860660423,0.0468760007639889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1011.8328,-42.9192,23904,940.16844920701,0.0448627816759586,982.347021082409,0.0438855673939436,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0448627816759586,0.0470770983237312,0.0449523226446958,0.0470969069677592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1012.8328,-42.916,23914,940.561759301223,0.0449864541157016,982.874297729011,0.044003922764053,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0449864541157016,0.0471877625970985,0.045085321875271,0.047212467546452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1013.8329,-42.9008,23928.5,941.132058937832,0.0452930701884552,983.758819339909,0.0442972960391463,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0452930701884552,0.0475546515514023,0.0453933338586715,0.0475768496802318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1014.8329,-42.8824,23946.5,941.840017107416,0.0455028936043923,984.696463198214,0.0444980075578931,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0455028936043923,0.0477539210196458,0.0455899641613162,0.0477644218566104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1015.8332,-42.8768,23972.5,942.86262335237,0.0457850465308544,986.031632434762,0.0447678440761069,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0457850465308544,0.0480907092915936,0.0458613087544119,0.0480906470158921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1016.833,-42.8744,23973,942.88228885708,0.0459924109130222,986.247718528806,0.0449661102751322,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0459924109130222,0.0482859210698136,0.0460839925762172,0.0482949548800141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1017.8333,-42.8608,23994.5,943.727905559639,0.0461971466728849,987.325442032072,0.0451618246259412,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0461971466728849,0.048494265008473,0.046276059310533,0.0485191632927159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1018.8331,-42.8584,24012,944.416198224512,0.0464430500498166,988.27776698651,0.0453968419771787,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0464430500498166,0.0487656875829521,0.0465354240874302,0.0487761917758336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1019.8334,-42.8376,24025,944.927501346989,0.0466408750768446,988.999746893989,0.0455858693021151,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0466408750768446,0.048964809498831,0.046744214848812,0.0490000066907502,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1020.8332,-42.8344,24040,945.517466488308,0.0468747800648675,989.838389777438,0.0458093259439813,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0468747800648675,0.0492183782372066,0.0469719669657636,0.0492334624058104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1021.8332,-42.8296,24060,946.304086676735,0.0470983401522055,990.873438438458,0.0460228531244682,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0470983401522055,0.0494404445457637,0.0471941216314858,0.0494483390682072,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1022.8333,-42.8192,24079.5,947.07104136045,0.0473505183049626,991.915346040488,0.046263659342254,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0473505183049626,0.0497110555822378,0.0474575917596912,0.0497296439779824,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1023.8336,-42.8056,24078,947.012044846318,0.0475566531702455,992.048768211119,0.0464604555237318,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0475566531702455,0.049943081675398,0.0476589654203456,0.049942878120261,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1024.8336,-42.8056,24106,948.113313110115,0.0477655014521017,993.400420944233,0.0466598027048676,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0477655014521017,0.0501501714189594,0.0478716122945912,0.0501424699689272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1025.8326,-42.7872,24114,948.427961185485,0.0480025014309032,993.9548757494,0.0468859727575507,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0480025014309032,0.050418790498513,0.0481216644346188,0.0504251151240037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1026.8327,-42.7848,24139,949.411236421018,0.0482401797638479,995.211005135785,0.0471127388052945,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0482401797638479,0.0506534725342339,0.0483670856469296,0.0506917912620235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1027.8327,-42.7744,24161.5,950.296184132997,0.0484735335891294,996.360398134189,0.0473353288754207,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0484735335891294,0.0509029835825861,0.0485803384958538,0.0508993464838762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1028.8328,-42.7664,24160,950.237187618866,0.0486937867000191,996.507834547205,0.0475453770766955,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0486937867000191,0.0511353785566574,0.0488114807677215,0.051138950607173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1029.8326,-42.756,24168.5,950.571501198947,0.0489251478600047,997.078352446612,0.0477659711580247,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0489251478600047,0.0513764053440515,0.0490748675538989,0.0514184245217318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1030.8329,-42.7424,24186.5,951.27945936853,0.04916583638946,998.049909628497,0.0479954068996755,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.04916583638946,0.0516261377209503,0.0493028360843752,0.0516552784665472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1031.8327,-42.7424,24206.5,952.066079556957,0.0493984694634642,999.096686715151,0.0482171137821458,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0493984694634642,0.0519134959507941,0.0495278654929158,0.0519159576768466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1032.8327,-42.7216,24214.5,952.380727632327,0.0496319080830135,999.649200366208,0.0484395389771394,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0496319080830135,0.0521177084232479,0.0497572530150677,0.0521266301619307,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1033.8328,-42.7192,24240.5,953.403333877281,0.0498692048417525,1000.94880003122,0.0486655895929632,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0498692048417525,0.0523413240316322,0.0500080033966336,0.0523744107074811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1034.8328,-42.7032,24246,953.619654429098,0.0500602463273482,1001.35808923242,0.0488475399780262,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0500602463273482,0.0525798424288299,0.050204383969243,0.0525891393537351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1035.8328,-42.7088,24251,953.816309476205,0.0503122548915693,1001.80495875831,0.0490875055701144,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0503122548915693,0.0528114258648965,0.0504378707338299,0.0528136624317885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1036.8332,-42.6952,24269,954.524267645788,0.050582875797596,1002.80685012191,0.0493451299546638,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.050582875797596,0.0531276305819982,0.0507150248900127,0.0531392406606985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1037.8332,-42.6824,24279,954.917577740002,0.0508336972420663,1003.45956877796,0.0495838464936684,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0508336972420663,0.0534428024325482,0.0509947918418744,0.0534585880658321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1038.833,-42.6744,24288.5,955.291222329504,0.0510197782629895,1004.02996866934,0.0497609102362918,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0510197782629895,0.0536282757547118,0.0511559722427484,0.0536213896546848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1039.833,-42.6664,24305,955.940183984956,0.0512930701884552,1004.97329093806,0.0500209019185065,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0512930701884552,0.0539016165099291,0.051421537434931,0.0539066460169638,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1040.8333,-42.656,24309.5,956.117173527351,0.0515569923473172,1005.41169932604,0.0502719156878185,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0515569923473172,0.0541694240514781,0.0516859480974003,0.0541734369084495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1041.8334,-42.648,24329.5,956.903793715778,0.0517616009157781,1006.43466600089,0.0504664735353665,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0517616009157781,0.0543999746209933,0.0519053676418418,0.0544169698072809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1042.8332,-42.6376,24329.5,956.903793715778,0.0520195450787527,1006.68149374901,0.0507116931151295,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0520195450787527,0.0546742006903974,0.0521525166716894,0.0546665312228182,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1043.8332,-42.6272,24349,957.670748399493,0.0522574353973669,1007.71616566593,0.0509377948325696,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0522574353973669,0.0549011362269827,0.0523796036956476,0.0549052613194955,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1044.8335,-42.6272,24357.5,958.005061979574,0.0524786636423377,1008.27988739486,0.0511480142951298,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0524786636423377,0.0551642958690502,0.0526301841449617,0.0551801421356285,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1045.8333,-42.616,24375.5,958.713020149158,0.0527262629046275,1009.26237489963,0.0513832401017096,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0527262629046275,0.0554261275398372,0.0528789190772936,0.0554398695589242,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1046.8333,-42.6032,24385.5,959.106330243371,0.0529568609162019,1009.89759077792,0.0516022645217542,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0529568609162019,0.0556718022267126,0.0530989951564786,0.0556839671100151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1047.8324,-42.5952,24375.5,958.713020149158,0.0531883916647235,1009.70542375892,0.0518221266126243,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0531883916647235,0.0558915814736201,0.0533441558858309,0.0559371781254899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1048.8327,-42.5848,24402,959.755291898823,0.0534583766137407,1011.06225175018,0.0520784438600724,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0534583766137407,0.056203359619787,0.0536194509848505,0.0562175658285766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1049.8327,-42.5744,24412,960.148601993036,0.0536960973438196,1011.70483479019,0.0523040758524351,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0536960973438196,0.0564730115658921,0.053863867286568,0.0564906336418735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1050.8325,-42.5744,24416.5,960.325591535432,0.053938396964365,1012.12401450671,0.0525340015082043,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.053938396964365,0.0567161778625711,0.0541017525913583,0.056739933034168,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1051.8328,-42.5584,24431.5,960.915556676751,0.054165772793759,1012.96429039369,0.0527497174424902,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.054165772793759,0.0569708532436805,0.0543373007397557,0.0569976774808708,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1052.8328,-42.5504,24435,961.053215209726,0.0544011192843363,1013.33558580895,0.0529729463022801,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0544011192843363,0.0572104782836118,0.0545647799296117,0.0572374239509166,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1053.8326,-42.54,24449.5,961.623514846335,0.0546421893879973,1014.16872906452,0.0532015524230929,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0546421893879973,0.0574714984163942,0.0548160291513124,0.0575016726025648,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1054.8327,-42.5376,24451,961.682511360467,0.0548725330167679,1014.45246671674,0.0534199378434358,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0548725330167679,0.0577213045694753,0.0550406092433388,0.0577565070014561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1055.8327,-42.5136,24454.5,961.820169893442,0.0551095753927034,1014.82567106041,0.0536446244661214,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0551095753927034,0.0579595278619441,0.0553049378776652,0.0580048295730719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1056.833,-42.5088,24471,962.469131548893,0.0553492887880778,1015.7411134606,0.0538717915533115,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0553492887880778,0.0582260074322125,0.0555261711760176,0.0582595621877487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1057.8328,-42.5088,24494,963.373744765583,0.0555593665868188,1016.89817981113,0.0540708317144286,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0555593665868188,0.0584279328430167,0.0557353507402104,0.0584609693539081,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1058.8331,-42.4952,24491,963.255751737319,0.0558134526106034,1017.0183809888,0.0543115149539785,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0558134526106034,0.058723554005272,0.0559930401962618,0.0587391976863702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1059.8332,-42.4872,24490.5,963.236086232609,0.0560468912301527,1017.22247438665,0.054532588872224,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0560468912301527,0.0589760161009139,0.0562388901007148,0.0590042416919599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1060.833,-42.4848,24522,964.47501302938,0.0563100078434698,1018.78460857789,0.0547817102349949,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0563100078434698,0.0592323145580326,0.0564887460534617,0.0592767085529124,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1061.8333,-42.464,24522,964.47501302938,0.0565880058508045,1019.05273070964,0.0550448540376179,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0565880058508045,0.0595149511122127,0.0567675573574703,0.0595548219672858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1062.8331,-42.464,24535,964.986316151857,0.0567718398236279,1019.77036472442,0.0552188272241182,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0567718398236279,0.059743362172443,0.0569467540147559,0.0597714811175176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1063.8333,-42.4504,24545,965.37962624607,0.0570051512517754,1020.41123785561,0.0554395803405349,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0570051512517754,0.0599927994446128,0.0571802119623029,0.0600316533621056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1064.8334,-42.4424,24551.5,965.635277807309,0.057338095944714,1021.00296601383,0.0557545194556783,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.057338095944714,0.0603489908524911,0.0575214245701085,0.0603876411420394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1065.8334,-42.4352,24568,966.28423946276,0.0575102707057002,1021.85550765291,0.0559173441423856,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0575102707057002,0.0605506211585664,0.0576960882201261,0.060587592453343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1066.8333,-42.4272,24573,966.480894509867,0.0578166323956499,1022.35956510516,0.0562070030992518,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0578166323956499,0.0608341430269334,0.0579865296576248,0.0608609268142453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1067.8333,-42.424,24561.5,966.028587901522,0.0580531660059779,1022.10960588149,0.0564305835969668,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0580531660059779,0.0611130907720012,0.0582324900563805,0.0611380377872753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1068.8335,-42.4112,24581,966.795542585237,0.0582735039111356,1023.13410641735,0.0566388103410566,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0582735039111356,0.0613433462367875,0.0584594839417377,0.0613717809611345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1069.8333,-42.3904,24586,966.992197632344,0.0585358149789073,1023.595873999,0.0568866466168833,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0585358149789073,0.0616395576085007,0.0587213236728667,0.0616548814124073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1070.8324,-42.3872,24602.5,967.641159287796,0.0588248786382041,1024.56253304823,0.0571596881085518,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0588248786382041,0.0619161445157368,0.0589937390916016,0.0619360186617102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1071.8327,-42.3792,24607,967.818148830191,0.0590947787929536,1025.01114824712,0.0574145610025858,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0590947787929536,0.0622113967970808,0.0592857694753166,0.0622501737921052,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1072.8325,-42.3664,24622.5,968.427779476222,0.0592806054310727,1025.83676455984,0.0575900035988126,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0592806054310727,0.062431692477264,0.0594778118594994,0.0624677518616175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1073.8325,-42.3608,24625.5,968.545772504486,0.0595213363576622,1026.19491120752,0.0578172366618729,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0595213363576622,0.0626795804496068,0.0597090425075073,0.0626907348549911,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1074.8328,-42.348,24633.5,968.860420579856,0.0597482882157166,1026.74817222946,0.0580314159775111,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0597482882157166,0.062920976117912,0.0599390830140414,0.0629284579635412,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1075.8329,-42.348,24632,968.801424065724,0.0600179763847963,1026.94692505686,0.0582858668337575,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0600179763847963,0.0632020633722651,0.0602228929366989,0.0632296742787025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1076.8329,-42.3272,24643.5,969.253730674069,0.0602679074894537,1027.66862484814,0.0585216191044449,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0602679074894537,0.0634629359526829,0.0604739282068206,0.0634747666120122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1077.8327,-42.3216,24648.5,969.450385721176,0.0605481525448879,1028.14881556052,0.0587858995032465,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0605481525448879,0.0637846001072705,0.0607518555552204,0.0637900127138133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1078.8327,-42.3112,24638.5,969.057075626963,0.0607849405380196,1027.9611523469,0.059009144023296,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0607849405380196,0.0640349226936273,0.0609806186469757,0.0640250840075003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1079.833,-42.3056,24648.5,969.450385721176,0.0610134186928963,1028.59986800717,0.0592245067647797,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0610134186928963,0.0642696785055306,0.0612045166708323,0.0642643266291038,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1080.8331,-42.2984,24660,969.902692329521,0.0612589828927564,1029.31794476657,0.059455923053068,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0612589828927564,0.0645402895420047,0.0614649450970553,0.0645367574404503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1081.8329,-42.2984,24681,970.728643527368,0.061505861403769,1030.43414493683,0.0596885239582403,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.061505861403769,0.0647613229840105,0.0617039870444189,0.0647745231114458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1082.8329,-42.28,24685,970.885967565054,0.0617413774828822,1030.82980458132,0.0599103691355383,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0617413774828822,0.065053993098976,0.0619378997219469,0.065053955059002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1083.833,-42.2688,24678,970.610650499105,0.0620129311258559,1030.80106191853,0.0601660989469887,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0620129311258559,0.0653144230223002,0.0622005758941502,0.0653018620435816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1084.8333,-42.2584,24684.5,970.866302060343,0.0622475568651558,1031.30035740631,0.0603870000479415,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0622475568651558,0.0655707952556012,0.0624328079960246,0.0655636404807065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1085.8331,-42.2536,24696.5,971.338274173399,0.0625114366268841,1032.05802514266,0.0606353856426309,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0625114366268841,0.0658585223663562,0.0627024278367106,0.065837324216217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1086.8331,-42.248,24704.5,971.652922248769,0.0627887986772093,1032.66184196797,0.0608963954023745,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0627887986772093,0.0661627015657518,0.0629919357219369,0.0661567226305202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1087.8332,-42.224,24711,971.908573810008,0.0630413584041719,1033.17901054765,0.0611340058505181,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0630413584041719,0.0664176720515901,0.0632341628484969,0.0664042483582045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1088.8332,-42.224,24716,972.105228857114,0.0632803510482691,1033.62038899505,0.0613588002868834,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0632803510482691,0.0666741180610732,0.0634751483032044,0.0666291544981531,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1089.8332,-42.2192,24715.5,972.085563352404,0.0635455451211498,1033.85727038003,0.0616081804310058,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0635455451211498,0.0669847895645065,0.0637417395824055,0.0669713694296944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1090.8335,-42.1984,24717.5,972.164225371246,0.0638003942933458,1034.18868626782,0.0618477739721346,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0638003942933458,0.0672492771778545,0.0640047623954581,0.0672263200333258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1091.8334,-42.1952,24736,972.891849045541,0.0640606279015537,1035.2159117757,0.0620923704065736,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0640606279015537,0.0675007064069449,0.0642755177720668,0.0675380246725591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1092.8336,-42.1848,24737.5,972.950845559672,0.0642847815487673,1035.49677812416,0.0623030069386394,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0642847815487673,0.0677787688378258,0.0645206269494677,0.0678035186731511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1093.8324,-42.1744,24729,972.616531979591,0.0645689695376593,1035.41737920481,0.0625699937999351,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0645689695376593,0.0680842760085019,0.0648037601046474,0.0680929854655594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1094.8325,-42.18,24745.5,973.265493635043,0.0648379369554618,1036.37002035228,0.0628226157092686,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0648379369554618,0.0683469929934759,0.0650613160657632,0.0683732193040771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1095.8325,-42.1616,24748.5,973.383486663307,0.0651208106332011,1036.77100837179,0.0630882299421475,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0651208106332011,0.0686232110198007,0.0653444152904933,0.0686661911331107,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1096.8326,-42.1584,24753.5,973.580141710413,0.0653119793101986,1037.16658778262,0.0632676945827717,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0653119793101986,0.0688674101830312,0.0655498489102284,0.0688948503029893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1097.8326,-42.1456,24760.5,973.855458776363,0.0655989231127976,1037.73932813961,0.0635370102111324,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0655989231127976,0.0691546208605105,0.0658329128953074,0.0691915016260556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1098.8326,-42.14,24752,973.521145196282,0.0658732325694782,1037.6501300051,0.0637943998818947,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0658732325694782,0.0694618248833782,0.0661083998321379,0.0694887778831265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1099.8327,-42.1216,24773.5,974.36676189884,0.0661198143005531,1038.79171125622,0.0640257155820432,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0661198143005531,0.0697309603962076,0.0663438514083463,0.0697554343096495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1100.833,-42.1192,24778.5,974.563416945946,0.066396837173807,1039.27134545646,0.064285523986935,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.066396837173807,0.0700150724740326,0.0666212231403965,0.0700264853586432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1101.8328,-42.1112,24768.5,974.170106851733,0.0666136561168464,1039.06313934887,0.0644888225121585,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0666136561168464,0.0702684198838615,0.0668402386926094,0.0702614659075574,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1102.8328,-42.0952,24775,974.425758412972,0.0668959786318443,1039.61092312608,0.0647534780000434,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0668959786318443,0.0705692791550561,0.0671199067221817,0.0705689648833826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1103.8329,-42.0984,24771.5,974.288099879997,0.0671281453373751,1039.69025304922,0.0649710638312803,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0671281453373751,0.0708233643267076,0.0673742696458082,0.0708303194695345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1104.8329,-42.0848,24786.5,974.878065021317,0.0674119517520615,1040.59649810468,0.065236981924593,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0674119517520615,0.0711322652017667,0.0676468405606254,0.0711218091427017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1105.833,-42.0616,24791.5,975.074720068423,0.0676538274012677,1041.04225688327,0.0654635563492338,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0676538274012677,0.07137491506517,0.067899036460364,0.0713881583587044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1106.833,-42.0616,24785,974.819068507185,0.0679202933881669,1041.02906564057,0.0657131060939025,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0679202933881669,0.071654748124425,0.0681513903058292,0.0716768778016293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1107.833,-42.0584,24788,974.937061535449,0.0681637377313292,1041.3924157025,0.0659410412693634,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0681637377313292,0.0719377535595163,0.0684012989403171,0.0719323368127452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1108.8331,-42.0504,24803,975.527026676768,0.068431602823649,1042.28390471005,0.0661917813965544,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.068431602823649,0.0722075530579859,0.0686700991148525,0.0722253771260828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1109.8334,-42.04,24811,975.841674752139,0.068697517647807,1042.87957542489,0.0664406337686299,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.068697517647807,0.0725019200251429,0.0689424019393341,0.0725220618201893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1110.8332,-42.0272,24806,975.645019705032,0.0689760244207491,1042.94113441019,0.0667012037471948,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0689760244207491,0.072760136663,0.0692232230654999,0.0728096114595723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1111.8335,-42.0192,24824.5,976.372643379327,0.0692284145591757,1043.96537349943,0.0669372804618416,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0692284145591757,0.0731096882144762,0.0694894202667713,0.0731303048488311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1112.8333,-42.0112,24831,976.628294940565,0.069541602187692,1044.54459131257,0.0672301475100072,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.069541602187692,0.0734270733504936,0.0697942626848841,0.0734518771278262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1113.8333,-41.9928,24814.5,975.979333285113,0.0697294214911071,1044.03380758236,0.067405739383892,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0697294214911071,0.07362545750455,0.0699869176559935,0.0736545639577803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1114.8336,-41.9984,24838,976.903612006514,0.0700523604604328,1045.33801596989,0.0677075822862866,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0700523604604328,0.0739367929936235,0.0703177425240836,0.0740035723370971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1115.8324,-41.9928,24831,976.628294940565,0.0703044962160558,1045.28965520671,0.0679431838926287,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0703044962160558,0.0742446610021312,0.0705651252571554,0.0742837397709794,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1116.8327,-41.972,24834.5,976.76595347354,0.0705494668560405,1045.67627073423,0.0681720370935284,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0705494668560405,0.0745272237801293,0.0708117690579157,0.0745469416887234,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1117.8327,-41.9664,24836,976.824949987672,0.0708861000996331,1046.06826117232,0.0684864366968226,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0708861000996331,0.0748771442125167,0.0711474009686162,0.0749176702262731,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1118.8325,-41.9536,24840.5,977.001939530067,0.071112670383482,1046.47915641989,0.0686979870373886,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.071112670383482,0.075087848989008,0.0713714359576758,0.0751183622661253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1119.8328,-41.9584,24841,977.021605034778,0.0712530472940028,1046.63737166558,0.0688290355409783,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0712530472940028,0.075206259761511,0.0715196693054496,0.075248767526609,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1120.8326,-41.9352,24849,977.336253110149,0.0716294490492441,1047.34231045628,0.0691803396929837,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0716294490492441,0.0756729678903921,0.0718759388647286,0.0756817567782681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1121.8327,-41.9272,24845.5,977.198594577174,0.0719228796133379,1047.48153145327,0.0694541194015573,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0719228796133379,0.0759886561742179,0.072164794315475,0.0759897180417018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1122.8327,-41.9216,24855.5,977.591904671387,0.0721694189472791,1048.14414439908,0.0696840902243554,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0721694189472791,0.0762498238593647,0.0724122413043122,0.0762528137561356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1123.8327,-41.9088,24857.5,977.67056669023,0.0724812922646429,1048.53339277304,0.0699749285580122,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0724812922646429,0.0766015886963085,0.0727509114764919,0.076657436895256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1124.8328,-41.8984,24855.5,977.591904671387,0.0727565344582705,1048.71810376974,0.0702315361860423,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0727565344582705,0.0768899797927037,0.0730214940987492,0.0769253447876975,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1125.8331,-41.888,24865.5,977.9852147656,0.0730151145782543,1049.39291727755,0.0704725498291776,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0730151145782543,0.0771636156526499,0.073245784853323,0.077160438994478,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1126.8331,-41.888,24878.5,978.496517888077,0.0732799694740635,1050.20071284939,0.0707193517709252,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0732799694740635,0.0774874193165227,0.0735691640431339,0.0775271684170761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1127.8332,-41.8768,24870.5,978.181869812707,0.0735630551374728,1050.13991663622,0.0709830745133937,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0735630551374728,0.0777913771873714,0.0738345360880148,0.0778293437544469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1128.8332,-41.8616,24862.5,977.867221737336,0.0738483878489813,1050.081139593,0.0712488202456515,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0738483878489813,0.0780841210785192,0.0741126888435112,0.0781164532295844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1129.833,-41.8664,24880,978.555514402209,0.0740981493651028,1051.06466707043,0.0714813786570644,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0740981493651028,0.0783597488953859,0.0743752533446146,0.0784045044092882,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1130.8331,-41.848,24857,977.650901185519,0.0743714836877026,1050.36024923531,0.0717358242585934,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0743714836877026,0.0786617885854966,0.0746542474217611,0.0787129551341716,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1131.8331,-41.8536,24880.5,978.57517990692,0.0746386704258791,1051.61473024694,0.0719844845443922,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0746386704258791,0.0789774030931401,0.0749312726604973,0.0790228307672285,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1132.8334,-41.8328,24883.5,978.693172935184,0.0749268861424968,1052.02360487214,0.0722526463759439,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0749268861424968,0.0792632120231568,0.0752179769026508,0.0793351045380689,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1133.8332,-41.8112,24880.5,978.57517990692,0.0751757149216712,1052.14026866103,0.0724841039632815,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0751757149216712,0.0795491685055379,0.0754685503082105,0.0796155064424189,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1134.8335,-41.8248,24861,977.808225223204,0.0753988086405358,1051.53380048395,0.0726915775636804,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0753988086405358,0.0798088606670399,0.0756951836009297,0.0798519807133341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1135.8333,-41.8008,24900,979.342134590635,0.0756448392088694,1053.42431289221,0.0729203321681278,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0756448392088694,0.0800515843066255,0.0759626748701702,0.0801367353586917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1136.8333,-41.7928,24893.5,979.086483029397,0.075973374599877,1053.47098717027,0.0732257166377818,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.075973374599877,0.080427105074252,0.0762701923696283,0.0804760411023453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1137.8324,-41.7768,24895,979.145479543529,0.0762758357535029,1053.83061931998,0.0735067818175594,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0762758357535029,0.0807450804197273,0.076601997684829,0.0808449053331621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1138.8326,-41.7744,24892,979.027486515265,0.0765680791978461,1053.98974063963,0.0737782770654114,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0765680791978461,0.0810593669560905,0.0768581378907582,0.0811040940166837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1139.8325,-41.7696,24903.5,979.47979312361,0.0767863820405739,1054.69050271942,0.0739810331349813,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0767863820405739,0.0813234856885271,0.0770945582993981,0.081383370100414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1140.8327,-41.7536,24903.5,979.47979312361,0.0770972378267229,1054.99497968053,0.0742696799174166,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0770972378267229,0.0816547407468067,0.07742201254205,0.0817485750307849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1141.8326,-41.74,24893.5,979.086483029397,0.077377652470693,1054.845896652,0.0745299889577459,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.077377652470693,0.0819557475703658,0.0777134529590424,0.0820575866574388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1142.8326,-41.7432,24895,979.145479543529,0.0776740084370295,1055.19963378267,0.0748050227061989,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0776740084370295,0.0822678208212616,0.077966850509098,0.0823144629610049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1143.8329,-41.7296,24903,979.460127618899,0.0779342844423717,1055.79365180471,0.075046510000033,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0779342844423717,0.0825931737849615,0.078265691711406,0.0826667494027402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1144.8327,-41.7296,24901.5,979.401131104767,0.0782169037373072,1056.0068550966,0.0753086616507183,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0782169037373072,0.0828986071794552,0.0785453376711453,0.0829563942044485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1145.8327,-41.7112,24903.5,979.47979312361,0.078485743963708,1056.35499338434,0.0755579683672283,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.078485743963708,0.0831819077192756,0.0788167415932715,0.0832523550455306,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1146.833,-41.7032,24906.5,979.597786151874,0.0787843893752781,1056.77479956722,0.075834841818413,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0787843893752781,0.0835153760630225,0.0791082463270593,0.083556619548177,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1147.8328,-41.7064,24901.5,979.401131104767,0.0790496682424267,1056.82246559486,0.076080716951905,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0790496682424267,0.0838001521264878,0.0793660130798547,0.0838668001885068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1148.8331,-41.6824,24911.5,979.794441198981,0.0793250376274563,1057.51667211426,0.0763358806042355,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0793250376274563,0.0841225540428978,0.0796445664008584,0.0841719135075682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1149.8331,-41.6776,24920,980.128754779062,0.0795779365314904,1058.12537861956,0.0765701652462207,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0795779365314904,0.0843962636790263,0.0798973606929692,0.084440963755726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1150.8332,-41.6616,24902,979.420796609478,0.0798935407966421,1057.67019198048,0.0768624629410152,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0798935407966421,0.0847651445902507,0.0802251287306265,0.084816060986597,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1151.833,-41.6536,24916.5,979.991096246087,0.0801816293218578,1058.56837906401,0.0771292022942647,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0801816293218578,0.0850646758901648,0.0805030093938583,0.085104554081329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1152.833,-41.648,24923,980.246747807326,0.0804528861848939,1059.11042784178,0.0773802922981635,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0804528861848939,0.085373798093771,0.0807912432955164,0.0854249270031379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1153.8331,-41.648,24924.5,980.305744321457,0.0807397451932249,1059.45538032943,0.0776457559184356,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0807397451932249,0.085688084630134,0.0810806106563777,0.0857431491199936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1154.8331,-41.6352,24934.5,980.699054415671,0.0810061687829902,1060.14172754299,0.0778922451930462,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0810061687829902,0.0859713851699544,0.0813423661984708,0.0860243652654814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1155.8334,-41.6192,24910,979.735444684849,0.0813333050685772,1059.4205664939,0.0781948214462561,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0813333050685772,0.0863410038430013,0.0816670847998114,0.0863887130963501,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1156.8333,-41.6144,24930,980.522064873275,0.0816060034341677,1060.5385518666,0.0784469768035177,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0816060034341677,0.0866523393320746,0.0819425376528995,0.0866972562264723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1157.8333,-41.6032,24931,980.561395882696,0.081888113963496,1060.85771921694,0.0787077683893682,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.081888113963496,0.086965150344793,0.082229890875413,0.0870089399462899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1158.8333,-41.5984,24913,979.853437713112,0.0821751425603628,1060.37303364545,0.0789730366043195,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0821751425603628,0.087272797024754,0.0825290935484393,0.0873397764107555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1159.8333,-41.5848,24930,980.522064873275,0.0824516566680092,1061.36773352161,0.0792285209300694,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0824516566680092,0.0875656884682661,0.082801320851954,0.0876354525163219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1160.8326,-41.5824,24938,980.836712948645,0.0827522099506073,1062.00311854583,0.0795061421639515,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0827522099506073,0.0879198141430417,0.0830982713643097,0.0879624600008241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1161.8325,-41.572,24908.5,979.676448170717,0.083047505988595,1061.03613386706,0.0797788322355629,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.083047505988595,0.0882281985848252,0.083410304730367,0.0883113069157083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1162.8327,-41.5592,24930,980.522064873275,0.083287770546711,1062.18756162843,0.0800006488321936,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.083287770546711,0.0885004326973089,0.0836458318189737,0.0885734906264992,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1163.8325,-41.5512,24939.5,980.895709462777,0.0835814978907426,1062.88044213428,0.0802717564159404,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0835814978907426,0.0888523450866169,0.083942369017661,0.0889026771267635,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1164.8326,-41.5328,24944.5,981.092364509884,0.0838703071672354,1063.37688248076,0.0805382530250258,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0838703071672354,0.0891740092412046,0.0842342000608511,0.0892280742948405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1165.8326,-41.5408,24920,980.128754779062,0.0841598371950057,1062.61623121141,0.0808053434344875,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0841598371950057,0.0894809181593432,0.0845298852496977,0.0895596863292848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1166.8329,-41.5192,24934.5,980.699054415671,0.0844289742013438,1063.49846958021,0.081053557394004,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0844289742013438,0.0897966802193514,0.0848229313912876,0.0898850404226428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1167.8327,-41.5144,24941,980.954705976909,0.0847274076272442,1064.06845521408,0.0813287182171548,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0847274076272442,0.0901198198975839,0.0850957271517438,0.0901743954458829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1168.8327,-41.5008,24938,980.836712948645,0.0850155809467279,1064.22311591385,0.0815943472088794,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0850155809467279,0.0904296798630123,0.0853922242166876,0.0905093349316213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1169.833,-41.496,24949.5,981.28901955699,0.0853073156254636,1065.00015166814,0.0818631870952884,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0853073156254636,0.0907771656813856,0.0856830621314671,0.0908455092653676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1170.8331,-41.4776,24947.5,981.210357538148,0.0856026540605855,1065.20456833515,0.0821352743223664,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0856026540605855,0.0910907144559265,0.085991812646296,0.0911738724816198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1171.8329,-41.4776,24951,981.348016071122,0.0858884531405676,1065.63447916404,0.0823985027377946,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0858884531405676,0.0914300848942528,0.0862771443971735,0.091496531052577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1172.8329,-41.472,24952.5,981.407012585254,0.0861903207343183,1065.99479777089,0.0826764554523322,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0861903207343183,0.0917554378579528,0.086577003753309,0.0918228069148914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1173.833,-41.4616,24943,981.033367995752,0.0864754414601573,1065.86866158033,0.0829389171088255,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0864754414601573,0.0920866929162323,0.0868932240755261,0.0921803525465197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1174.833,-41.4512,24954.5,981.485674604097,0.0867750620058084,1066.65415487568,0.0832146520478686,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0867750620058084,0.0924319654491382,0.0871836963141607,0.0925057916633099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1175.8331,-41.4432,24948,981.230023042858,0.0870758272740762,1066.67143904548,0.0834913640078932,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0870758272740762,0.0927698603638198,0.0874880500291289,0.0928370638924215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1176.8334,-41.4376,24951,981.348016071122,0.0873694274267059,1067.08783034159,0.0837614100380512,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0873694274267059,0.0930974266129869,0.0877897012755467,0.0931833591945196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1177.8331,-41.4168,24956,981.544671118229,0.087668963178089,1067.59567474814,0.0840368403518981,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.087668963178089,0.0934316327185563,0.0880765027905773,0.0934965279756389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1178.8334,-41.4144,24953,981.426678089965,0.0879677781781951,1067.76060240635,0.0843115323501578,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0879677781781951,0.0937591989677236,0.0883948530812415,0.0938466092881888,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1179.8335,-41.4144,24951,981.348016071122,0.0882651516757466,1067.96684755633,0.0845848243266948,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0882651516757466,0.0940978316442276,0.0886743890811028,0.0941623882432899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1180.8333,-41.404,24951,981.348016071122,0.088563669895915,1068.25979781946,0.0848590932256375,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.088563669895915,0.0944312999879744,0.0889885079683918,0.0945154452610857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1181.8336,-41.388,24943,981.033367995752,0.0888719394568926,1068.21970608146,0.0851422424142639,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0888719394568926,0.0947935410427968,0.0893032697378772,0.0948707973816749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1182.8336,-41.38,24946,981.151361024016,0.0891569753884637,1068.62784877119,0.0854039799249605,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0891569753884637,0.0950960233900007,0.089577768107769,0.0951726734211547,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1183.8326,-41.3696,24956,981.544671118229,0.0894586309965446,1069.35231365842,0.0856809040497345,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0894586309965446,0.0954368693519721,0.0898875011721624,0.0955113197217812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1184.8327,-41.3536,24934.5,980.699054415671,0.0897616009157781,1068.72817155661,0.085958957563325,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0897616009157781,0.0957895195031025,0.0901914656173106,0.0958498741645977,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1185.8325,-41.3536,24939.5,980.895709462777,0.0901023466813641,1069.27671473505,0.0862715878710441,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0901023466813641,0.096187910887225,0.0905116974770449,0.0962242279336362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1186.8326,-41.3408,24944.5,981.092364509884,0.0903317575731879,1069.7161621377,0.0864820146775434,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0903317575731879,0.0964483408105493,0.0907471170125154,0.0964969879047479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1187.8326,-41.3224,24962.5,981.800322679467,0.0906181502130456,1070.76925179925,0.0867446457819823,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0906181502130456,0.0967818091542961,0.0910286302352961,0.0968077654366697,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1188.8329,-41.3272,24948,981.230023042858,0.0909111568057998,1070.43477953027,0.0870132707264865,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0909111568057998,0.0971027355470614,0.0913409592659741,0.0971723651574463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1189.8329,-41.3144,24925,980.325409826168,0.0911744854047866,1069.70607459631,0.0872546256899868,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0911744854047866,0.0973808717541245,0.0915836122304719,0.097446716975993,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1190.833,-41.3112,24947.5,981.210357538148,0.0914756746443939,1070.96723696202,0.0875306105885581,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0914756746443939,0.0977468016180592,0.0919109424416133,0.0978327264520336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1191.833,-41.2904,24958,981.623333137071,0.0917600746189557,1071.69716343344,0.0877911412951174,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0917600746189557,0.0980559238216652,0.0921973351818933,0.0981519458522053,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1192.8328,-41.2928,24956,981.544671118229,0.0920647404235472,1071.91032647884,0.0880701616675113,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0920647404235472,0.0984048851636835,0.09251956179786,0.0985246048707064,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1193.8329,-41.28,24948,981.230023042858,0.0923504123121277,1071.8470202439,0.0883317162441231,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0923504123121277,0.0987383535074303,0.0928022341328223,0.0988256364441142,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1194.8329,-41.2672,24957.5,981.603667632361,0.0926507112119219,1072.54994556673,0.0886065892393375,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0926507112119219,0.099071821851177,0.0930927691516622,0.0991698418675194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1195.8329,-41.2672,24954.5,981.485674604097,0.0929557585907193,1072.72042003284,0.0888857313310112,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0929557585907193,0.0994097167658588,0.0934007690763112,0.0995035414100395,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1196.8333,-41.2488,24954.5,981.485674604097,0.0932578381701396,1073.01690681264,0.0891620808897098,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0932578381701396,0.0997365452532034,0.0937077152695674,0.0998506812276055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1197.833,-41.2488,24960.5,981.721660660625,0.0935918427914273,1073.60279999011,0.0894675473575631,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0935918427914273,0.100144527541018,0.0940168920251419,0.100233967858553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1198.8331,-41.2328,24952.5,981.407012585254,0.0938986708498504,1073.55982662973,0.0897480770865123,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0938986708498504,0.100488324550279,0.0943422547142963,0.100595078940145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1199.8334,-41.2272,24956,981.544671118229,0.0941812901447862,1073.98781457888,0.0900064033831244,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0941812901447862,0.100808513181222,0.0946309994378394,0.100900955775973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1200.8332,-41.2088,24972.5,982.19363277368,0.0945063913679434,1075.01720863169,0.0903034774958853,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0945063913679434,0.101184771710671,0.0949520444761936,0.101264697258218,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1201.8335,-41.1984,24964,981.859319193599,0.0948105484069277,1074.9499397048,0.0905813331461252,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0948105484069277,0.101536684099978,0.0952714553746594,0.101649410951735,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1202.8335,-41.1984,24964.5,981.87898469831,0.0950901999024864,1075.24605363332,0.0908367342160548,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0950901999024864,0.10187457901466,0.0955498351115035,0.101963097544497,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1203.8333,-41.1904,24969,982.055974240706,0.0954267483518113,1075.77038256197,0.0911440118677899,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0954267483518113,0.102242722164062,0.0958960572991322,0.102368940967936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1204.8333,-41.1824,24958,981.623333137071,0.0957404871430691,1075.60442924262,0.0914303786848176,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0957404871430691,0.102627096073558,0.096195036075944,0.102723059160799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1205.8324,-41.1776,24962.5,981.800322679467,0.0960416339855424,1076.09402991714,0.0917051750174139,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0960416339855424,0.102970893082819,0.0965037257104303,0.103059534122584,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1206.8325,-41.164,24961,981.741326165335,0.0963759777839018,1076.35760640538,0.0920101751224637,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0963759777839018,0.103323543233949,0.0968404209497471,0.103411867193223,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1207.8327,-41.1536,24953,981.426678089965,0.0966701290992728,1076.30132176239,0.0922784333375663,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0966701290992728,0.1036702912905,0.097146001066036,0.103779152878278,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1208.8325,-41.1456,24959,981.662664146493,0.0969922201259194,1076.87630535679,0.0925720893134506,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0969922201259194,0.104034007868968,0.0974653582411986,0.104143912055301,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1209.8326,-41.1376,24957.5,981.603667632361,0.0973235113306339,1077.13678330137,0.0928740433144017,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0973235113306339,0.104445678965894,0.0978114531215094,0.104568960082112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1210.8326,-41.1248,24949.5,981.28901955699,0.0976277107667521,1077.09002013689,0.0931512243606165,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0976277107667521,0.104782098356931,0.0981107635002986,0.104878785362941,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1211.8327,-41.1192,24957.5,981.603667632361,0.0979001547495389,1077.70281859628,0.093399405209026,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0979001547495389,0.105084580704135,0.0983988288762859,0.105210316861113,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1212.8327,-41.104,24975.5,982.311625801944,0.0982855870943124,1078.85870065346,0.0937504068036426,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0982855870943124,0.105531664368539,0.0987885794088209,0.10564613645769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1213.8327,-41.112,24944.5,981.092364509884,0.0986106459203357,1077.83851628171,0.0940463323221178,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0986106459203357,0.105907185136165,0.0991045802817666,0.10602538233915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1214.833,-41.0856,24934.5,980.699054415671,0.0988914421385112,1077.68179821071,0.0943018917786749,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0988914421385112,0.106279754856502,0.0993990027311108,0.106400677243377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1215.8328,-41.088,24948,981.230023042858,0.0992100989973077,1078.57795076807,0.0945918300322681,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0992100989973077,0.106612485438426,0.09970442170331,0.106715168450436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1216.8331,-41.0856,24939.5,980.895709462777,0.0996063426112394,1078.59914356542,0.0949522454000295,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0996063426112394,0.106999072633389,0.100096385301773,0.107116922366274,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1217.8331,-41.0616,24944.5,981.092364509884,0.0998073474233141,1079.01259098888,0.0951350257596726,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.0998073474233141,0.107333278738958,0.100330692250756,0.107457869286649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1218.833,-41.0488,24951,981.348016071122,0.100108960634261,1079.5897459805,0.0954092300207458,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.100108960634261,0.107645351989854,0.100636264241215,0.107777042889999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1219.8332,-41.0408,24954.5,981.485674604097,0.100380471880101,1080.00766976442,0.0956560035277718,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.100380471880101,0.107970704953554,0.100905738616073,0.108111704605253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1220.833,-41.0328,24941.5,980.97437148162,0.100733979183007,1079.79182339751,0.095977211092217,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.100733979183007,0.108401557857864,0.101260391937457,0.108512975777429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1221.8331,-41.0384,24956,981.544671118229,0.101064168062239,1080.74366672072,0.0962771376609811,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.101064168062239,0.108745354867125,0.10159909377103,0.108889965551822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1222.8334,-41.0088,24957.5,981.603667632361,0.101358276980476,1081.09732406129,0.096544215324167,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.101358276980476,0.109091365161854,0.101893348896178,0.10922268197773,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1223.8332,-41.0088,24941.5,980.97437148162,0.101705382316155,1080.74474497551,0.0968593268163716,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.101705382316155,0.109498609687846,0.102228521326561,0.109640189643709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1224.8332,-41.004,24948,981.230023042858,0.102031501070528,1081.34639518939,0.0971552956856245,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.102031501070528,0.109890361215566,0.102559640569364,0.110013384857454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1225.8335,-40.9904,24951,981.348016071122,0.102350666694931,1081.78963977575,0.0974448694549105,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.102350666694931,0.110239322557584,0.102878476913837,0.110376078285566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1226.8336,-40.9856,24946,981.151361024016,0.102682466665253,1081.89840294593,0.0977458172890328,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.102682466665253,0.110631811847127,0.103236257586642,0.11077696690459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1227.8333,-40.9824,24946,981.151361024016,0.102986750895639,1082.19695183271,0.0980217283185685,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.102986750895639,0.1110154479948,0.103556035038374,0.111176763009536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1228.8326,-40.9592,24935,980.718719920381,0.103287855340979,1082.01505319371,0.0982946811471587,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.103287855340979,0.111360720527706,0.103828821485025,0.111504394330306,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1229.8327,-40.9568,24948,981.230023042858,0.103610455133233,1082.89571232072,0.0985870369779831,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.103610455133233,0.111722961582529,0.104179292068587,0.111886433656634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1230.8325,-40.9432,24947.5,981.210357538148,0.103968244546669,1083.2250759424,0.0989111834436294,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.103968244546669,0.11213020610852,0.104498418201557,0.112271378191963,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1231.8326,-40.9408,24931.5,980.581061387407,0.10428223772073,1082.83824873545,0.0991955652913397,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.10428223772073,0.112509415685259,0.104830851177456,0.1126735626649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1232.8328,-40.9384,24944,981.072699005173,0.104588217836474,1083.68134416214,0.0994726119754776,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.104588217836474,0.112901904974802,0.105162721991348,0.113064727561765,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1233.8326,-40.92,24941.5,980.97437148162,0.104900727110847,1083.87929632715,0.0997554912151965,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.104900727110847,0.113239799889483,0.105472757810264,0.113392655413222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1234.8329,-40.9064,24935,980.718719920381,0.10526288342908,1083.95200021208,0.100083210230881,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.10526288342908,0.113635977988138,0.105824970346378,0.113793014430205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1235.833,-40.9016,24939.5,980.895709462777,0.105607911305196,1084.48605654737,0.10039532967245,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.105607911305196,0.114060191036046,0.106189609356175,0.114225753821056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1236.8328,-40.8832,24935,980.718719920381,0.105923176393276,1084.5995618827,0.100680439922059,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.105923176393276,0.114446778231009,0.106507283896357,0.114604551895666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1237.8328,-40.88,24928,980.443402854432,0.106245648994128,1084.61124849271,0.100971984219615,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.106245648994128,0.114825250045926,0.106837152069006,0.114987360761332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1238.8331,-40.8696,24939.5,980.895709462777,0.106564433044326,1085.42430461729,0.101260110213789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.106564433044326,0.115178637958879,0.107147389343316,0.115346246463337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1239.8329,-40.8672,24936,980.758050929803,0.106899539991097,1085.60063541676,0.101562899826282,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.106899539991097,0.11559178457945,0.107489746815681,0.115765694534632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1240.8329,-40.8488,24931,980.561395882696,0.107216076993195,1085.69334200021,0.101848826181551,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.107216076993195,0.115965829823431,0.107822658502927,0.116145018154021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1241.8332,-40.8408,24918,980.050092760219,0.107527653530621,1085.43257957719,0.1021301919533,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.107527653530621,0.11633913730559,0.108136481046747,0.116516827771323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1242.833,-40.8352,24928,980.443402854432,0.107852669959511,1086.18684159647,0.102423610133262,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.107852669959511,0.116716133596862,0.108475902513422,0.11690539333513,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1243.8331,-40.8304,24916.5,979.991096246087,0.108197994615564,1086.02416760102,0.102735267862364,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.108197994615564,0.117118951551919,0.108807548381657,0.117316273240791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1244.8334,-40.8168,24924.5,980.305744321457,0.108489432514362,1086.65855821346,0.102998216888835,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.108489432514362,0.117436926897394,0.109135641195691,0.117727977018219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1245.8334,-40.8168,24921.5,980.187751293194,0.108876263964556,1086.90693163782,0.103347127720037,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.108876263964556,0.117908356701939,0.109528616585337,0.118191618440658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1246.8333,-40.8088,24915,979.932099731955,0.109191189875564,1086.93205169895,0.103631091954379,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.109191189875564,0.118306748086061,0.109837436133181,0.118529709945815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1247.8335,-40.7984,24911.5,979.794441198981,0.109467237614737,1087.04983210731,0.103879933990789,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.109467237614737,0.118632101049761,0.11013012168436,0.118915205236504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1248.8333,-40.7856,24915,979.932099731955,0.109809594471414,1087.53804621304,0.104188464097933,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.109809594471414,0.119020901530192,0.110478560147963,0.119310659083511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1249.8336,-40.7648,24921.5,980.187751293194,0.110121679774447,1088.12767295994,0.104469630734675,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.110121679774447,0.119400848868753,0.110798123334694,0.11969299483516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1250.8336,-40.7648,24905,979.538789637742,0.110505967396604,1087.78367118916,0.104815737950338,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.110505967396604,0.119825061916661,0.111200556555765,0.120133975079414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1251.8327,-40.7488,24919.5,980.109089274351,0.110810082038454,1088.71505786348,0.105089552785311,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.110810082038454,0.120238946299055,0.111506823638649,0.120539295373953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1252.8324,-40.7384,24918.5,980.06975826493,0.111162105441672,1089.01637607337,0.105406409502193,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.111162105441672,0.120646190825046,0.111850891656051,0.12095175558749,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1253.8325,-40.7384,24910,979.735444684849,0.111529646195917,1089.00499219615,0.105737126307457,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.111529646195917,0.121063764016552,0.112243476164012,0.12140188985158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1254.8325,-40.7248,24908.5,979.676448170717,0.111842070676022,1089.24549072666,0.10601816296884,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.111842070676022,0.121479861684413,0.112544604224525,0.121800290931972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1255.8328,-40.728,24901.5,979.401131104767,0.112229707671761,1089.31903374205,0.106366746142673,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.112229707671761,0.121946127156201,0.112937072016662,0.122245909002882,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1256.8327,-40.6984,24910,979.735444684849,0.112532423208191,1089.98744837819,0.106638879090368,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.112532423208191,0.122281071023593,0.113230463245252,0.12261411010286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1257.8327,-40.704,24898.5,979.283138076504,0.112869734805927,1089.81456617112,0.106942025736563,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.112869734805927,0.122687577787762,0.113581521578311,0.123010705838055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1258.8327,-40.6936,24902,979.420796609478,0.113140652491891,1090.233104602,0.107185436718693,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.113140652491891,0.12300629089506,0.113867367425848,0.123346164440296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1259.8327,-40.6832,24900,979.342134590635,0.113542874101711,1090.53945528096,0.107546710882166,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.113542874101711,0.12350944445797,0.114268234861421,0.123844448915354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1260.833,-40.6856,24892,979.027486515265,0.113917283191656,1090.55563794904,0.107882886676149,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.113917283191656,0.12394029736228,0.114652067839963,0.124298800319478,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1261.8329,-40.672,24891.5,979.007821010554,0.114293896932567,1090.90244000131,0.108220928014292,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.114293896932567,0.124400660739488,0.115048618285642,0.12477124157892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1262.8331,-40.6536,24892,979.027486515265,0.114509698344392,1091.135628667,0.108414575774872,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.114509698344392,0.124678059184729,0.115255005136222,0.125010131211313,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1263.8332,-40.6592,24892,979.027486515265,0.114927394908104,1091.54456508389,0.108789286117553,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.114927394908104,0.125173835129415,0.115698341139217,0.125530921265982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1264.833,-40.6304,24883.5,978.693172935184,0.115263476988955,1091.50075095305,0.109090679229354,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.115263476988955,0.125592883844565,0.116025747604778,0.125939978137038,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1265.833,-40.6328,24890.5,978.968490001133,0.115643906471922,1092.18023049778,0.109431732819902,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.115643906471922,0.126054722745418,0.116424368825568,0.126423975996863,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1266.8331,-40.6248,24883.5,978.693172935184,0.116030525936447,1092.25145652126,0.109778216574681,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.116030525936447,0.126518037169916,0.116810257397466,0.126878707104784,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1267.8331,-40.6144,24877,978.437521373945,0.116333241472876,1092.26232981406,0.110049422856295,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.116333241472876,0.126861834179177,0.117111495520205,0.127230937627355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1268.8332,-40.6016,24867.5,978.063876784443,0.116677421406313,1092.18184789831,0.110357688232618,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.116677421406313,0.127309655605404,0.117465038497532,0.127684921884485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1269.8335,-40.588,24865.5,977.9852147656,0.117032243020372,1092.44101809038,0.110675385400423,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.117032243020372,0.127716162369573,0.117820998110278,0.128101919653289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1270.8332,-40.5832,24869,978.122873298575,0.117357429037797,1092.91285899196,0.110966459087154,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.117357429037797,0.128130046751967,0.118166294026446,0.128501184727109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1271.8333,-40.5856,24864,977.926218251468,0.117707798952791,1093.03576094008,0.111279980064955,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.117707798952791,0.128539504563426,0.118503693989009,0.128924122840764,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1272.8336,-40.572,24857,977.650901185519,0.117999745617196,1093.01345882783,0.111541147199068,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.117999745617196,0.128898056809136,0.11883339422929,0.129312500018917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1273.8324,-40.5592,24867,978.044211279732,0.118376825726581,1093.82198043128,0.111878371365865,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.118376825726581,0.129368011090036,0.119211957307485,0.129776974757701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1274.8324,-40.5488,24847.5,977.277256596017,0.118681957899646,1093.26243481963,0.112151169002826,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.118681957899646,0.129761975903223,0.119511570824118,0.130150201080382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1275.8327,-40.5384,24867,978.044211279732,0.119005660017383,1094.43700816926,0.112440487420109,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.119005660017383,0.130130119052625,0.119850529481677,0.130548100268503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1276.8327,-40.5304,24857,977.650901185519,0.11940635533038,1094.38863208154,0.112798504902618,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.11940635533038,0.130628108282778,0.120257322191491,0.131055802513973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1277.8328,-40.5168,24859,977.729563204362,0.119740614334471,1094.80350175543,0.113097064140669,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.119740614334471,0.131050845807041,0.120633914889739,0.131486515869565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1278.8326,-40.512,24852.5,977.473911643123,0.120117864032391,1094.88599005708,0.113433915513317,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.120117864032391,0.131500142756913,0.120990162246727,0.131945461016482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1279.8326,-40.5016,24860.5,977.788559718494,0.120461026434613,1095.57397325821,0.1137402313555,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.120461026434613,0.1319302578994,0.121337446667198,0.132358144995708,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1280.8327,-40.4936,24852.5,977.473911643123,0.120808386153096,1095.56095741548,0.114050198304866,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.120808386153096,0.132386194705673,0.121697660624527,0.132813590005032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1281.833,-40.4856,24845.5,977.198594577174,0.121158968053759,1095.59496787973,0.114362943183031,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.121158968053759,0.132755075616898,0.122038460774421,0.133194638159854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1282.8328,-40.48,24845.5,977.198594577174,0.121550251203019,1095.97732922327,0.114711881110312,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.121550251203019,0.133248638276116,0.122439839661696,0.133709630029495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1283.8328,-40.4648,24824.5,976.372643379327,0.121894770313527,1095.38736248446,0.115019015102821,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.121894770313527,0.133663260420332,0.122784425873545,0.134130320139354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1284.8331,-40.4568,24839,976.942943015935,0.122261929493566,1096.38587223419,0.11534622860208,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.122261929493566,0.134215106263524,0.123168788218684,0.134683812251144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1285.8331,-40.4512,24834,976.746287968829,0.122591228032985,1096.48681488759,0.115639609521609,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.122591228032985,0.134572182985589,0.123504808399706,0.135051097686449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1286.8332,-40.4408,24834.5,976.76595347354,0.122932864138384,1096.8425897269,0.115943891367638,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.122932864138384,0.134980165273403,0.123856253423353,0.135468845940085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1287.833,-40.4304,24811.5,975.861340256849,0.123328005426833,1096.21237292388,0.116295712741441,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.123328005426833,0.135427248937807,0.124269736383815,0.135935074705145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1288.833,-40.4248,24809.5,975.782678238007,0.123672142963136,1096.45981312201,0.116602021167135,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.123672142963136,0.135898678742352,0.124618711872085,0.13640233359995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1289.8331,-40.4096,24821,976.234984846352,0.124061687829903,1097.34834478499,0.116948632376461,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.124061687829903,0.136381912736056,0.125020180248744,0.13687647291495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1290.8331,-40.404,24819.5,976.17598833222,0.12439365738876,1097.60608977595,0.1172439191492,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.12439365738876,0.136792108309338,0.125357612228787,0.137316869242999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1291.8332,-40.404,24806.5,975.664685209743,0.124773408517584,1097.4016935536,0.117581600718692,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.124773408517584,0.137267964684817,0.125754356626064,0.137801802374802,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1292.8332,-40.38,24801.5,975.468030162636,0.125105802047782,1097.5047404481,0.117877077499006,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.125105802047782,0.137695128780015,0.126101222245826,0.13822737105115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1293.8333,-40.388,24798,975.330371629662,0.125496152460094,1097.73058064666,0.118223962842675,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.125496152460094,0.138181313821009,0.126493577135262,0.138721699110978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1294.8335,-40.3672,24803,975.527026676768,0.125854535433405,1098.3015274219,0.118542334368058,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.125854535433405,0.138637988389104,0.126861189644736,0.139179121306012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1295.8333,-40.3512,24796,975.251709610819,0.126241366883599,1098.36881848766,0.118885864546857,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.126241366883599,0.139128600001033,0.127250193709416,0.139684102994698,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1296.8324,-40.3544,24780,974.622413460078,0.126625993682827,1098.03494503002,0.119227319893672,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.126625993682827,0.139578634712727,0.127648688382201,0.140139878777393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1297.8327,-40.3464,24783.5,974.760071993053,0.126962584529286,1098.51813002924,0.119526035331101,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.126962584529286,0.140044900184514,0.127999413366733,0.140598956408603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1298.8327,-40.3304,24773.5,974.36676189884,0.12731596464079,1098.41920610391,0.119839554806791,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.12731596464079,0.140486081754338,0.128382465399812,0.141065906505421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1299.8325,-40.3248,24788,974.937061535449,0.127686430797278,1099.4232951749,0.120168127548506,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.127686430797278,0.140925787800518,0.128762289057111,0.141516775145605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1300.8326,-40.3144,24775,974.425758412972,0.128027854917008,1099.17939803846,0.120470846846335,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.128027854917008,0.141352214133893,0.129116309611129,0.141958596709678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1301.8326,-40.2992,24767,974.111110337601,0.128370847730693,1099.15857935553,0.12077486476296,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.128370847730693,0.141811101987457,0.129473104754363,0.142401534103417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1302.8327,-40.2992,24768.5,974.170106851733,0.128745595997711,1099.59021786151,0.121106924078289,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.128745595997711,0.142286958362936,0.129852277669105,0.142884988749402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1303.8327,-40.2912,24762,973.914455290495,0.129055858223984,1099.60382115475,0.121381759784189,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.129055858223984,0.142695678412573,0.130210167257322,0.143327932228421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1304.8327,-40.2856,24766.5,974.09144483289,0.129439637080533,1100.17748793531,0.121721613338062,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.129439637080533,0.143173010311697,0.130572722273537,0.143781961280779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1305.8328,-40.2592,24763.5,973.973451804627,0.129829266741568,1100.42371087818,0.122066529929653,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.129829266741568,0.143665835209093,0.13096771626481,0.144299644911122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1306.8331,-40.2752,24744,973.206497120911,0.130191804634007,1099.91000726262,0.122387356934446,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.130191804634007,0.144100376922515,0.131369649681638,0.144744952269129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1307.8331,-40.2568,24750.5,973.46214868215,0.130594026243826,1100.59049007452,0.122743181540713,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.130594026243826,0.144648533956594,0.131758396595684,0.145300920671122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1308.8329,-40.2432,24742.5,973.147500606779,0.130925783817014,1100.55759989329,0.123036575013626,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.130925783817014,0.145090453288241,0.132109368654975,0.145726219487581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1309.833,-40.2464,24729,972.616531979591,0.131302058380853,1100.32308464376,0.123369233431395,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.131302058380853,0.145575900567413,0.132497385085035,0.14623126757102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1310.833,-40.2248,24727,972.537869960749,0.131680495198525,1100.6021382765,0.123703691883672,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.131680495198525,0.146060610084761,0.132886590635816,0.146725539538227,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1311.8333,-40.212,24727.5,972.557535465459,0.132086998918873,1101.01974160103,0.124062830996477,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.132086998918873,0.146567452456784,0.133295601807454,0.147245350965485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1312.8334,-40.2064,24725.5,972.478873446617,0.132451105505268,1101.28477531514,0.124384403496247,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.132451105505268,0.147027078072169,0.133674811380054,0.14772651970165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1313.8334,-40.2016,24717.5,972.164225371246,0.132829627117207,1101.296436924,0.124718597497027,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.132829627117207,0.147536871491481,0.134041281786823,0.148237960723994,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1314.8332,-40.1912,24704.5,971.652922248769,0.133210565365781,1101.08735736084,0.125054812409212,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.133210565365781,0.148020105485185,0.134494935808197,0.148734606315381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1315.8335,-40.1832,24690,971.08262261216,0.133535030631929,1100.75617036881,0.125341095324187,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.133535030631929,0.148471615720524,0.134835071774948,0.149180738050047,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1316.8335,-40.1672,24704.5,971.652922248769,0.133959510737074,1101.81507231946,0.125715499850733,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.133959510737074,0.148979195854369,0.135244780226692,0.149703629007618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1317.8336,-40.1648,24699.5,971.456267201663,0.134295974392131,1101.91893318485,0.12601217159669,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.134295974392131,0.149421852947838,0.135593044931677,0.150153497815899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1318.8324,-40.1512,24689.5,971.06295710745,0.134646259512857,1101.81295203346,0.126320936728102,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.134646259512857,0.149896971561495,0.135967234986378,0.150627416613801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1319.8326,-40.1408,24686.5,970.944964079186,0.13502461153626,1102.04643067707,0.126654334871184,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.13502461153626,0.150412667075387,0.136372415841963,0.151162882908854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1320.8327,-40.1304,24675,970.49265747084,0.135441587348695,1101.93772350894,0.127021639011037,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.135441587348695,0.150971890536803,0.136796212339101,0.151717064089326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1321.8327,-40.1256,24679.5,970.669647013236,0.135777415046743,1102.46466254903,0.127317363641855,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.135777415046743,0.151425614057609,0.137146299368242,0.152200129069477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1322.8325,-40.1144,24671.5,970.354998937866,0.13617404023488,1102.49215960535,0.127666512996472,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.13617404023488,0.151904421480378,0.137544881359884,0.152693753069251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1323.8328,-40.112,24661.5,969.961688843653,0.136574311576537,1102.43353875309,0.128018748513859,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.136574311576537,0.152449627467168,0.137940135606297,0.153184465216285,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1324.8329,-40.12,24650,969.509382235308,0.136921544103619,1102.25610387391,0.128324209840225,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.136921544103619,0.152909253082553,0.138313998118151,0.15366625236709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1325.8327,-40.0856,24645,969.312727188201,0.137276196129142,1102.37629123616,0.12863610182932,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.137276196129142,0.153392487076257,0.138672730717442,0.154150818389031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1326.8327,-40.0832,24643.5,969.253730674069,0.137641744218091,1102.66350475394,0.128957474381368,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.137641744218091,0.153895640639167,0.139053855138634,0.15464018292415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1327.833,-40.0696,24632,968.801424065724,0.138031628261929,1102.52666209199,0.12930012816672,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.138031628261929,0.15439067882203,0.13945312982756,0.155161628152607,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1328.833,-40.0624,24637,968.998079112831,0.138378097640599,1103.08618991786,0.129604528009511,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.138378097640599,0.154859157579285,0.139779562099532,0.155637224335961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1329.8329,-40.0624,24620.5,968.349117457379,0.138772136603565,1102.72899346512,0.12995060879151,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.138772136603565,0.155399199233318,0.140109307280446,0.156219850445631,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1330.8329,-40.0512,24622,968.408113971511,0.139119241939245,1103.13231667504,0.130255369011103,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.139119241939245,0.155867677990573,0.140539936353316,0.15666840065352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1331.833,-40.0304,24615.5,968.152462410273,0.139488690564518,1103.1987816587,0.130579644743878,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.139488690564518,0.15637009379166,0.140909281882291,0.157177216226345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1332.8333,-40.0224,24614,968.093465896141,0.139881923981939,1103.51224250004,0.130924681587657,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.139881923981939,0.156891691400132,0.141323789262708,0.157729303168523,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1333.8333,-40.02,24602.5,967.641159287796,0.140254340406589,1103.35703183397,0.131251343141861,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.140254340406589,0.157422879912295,0.14173414836975,0.158282073380081,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1334.8334,-40.0096,24597.5,967.444504240689,0.140626587242702,1103.49292321876,0.131577749342997,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.140626587242702,0.157896523002307,0.14209832304188,0.158771902570215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1335.8331,-40.004,24591,967.18885267945,0.14098954910648,1103.55237291954,0.13189591142211,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.14098954910648,0.158404103136152,0.14254700037771,0.159286056202063,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1336.8334,-39.996,24588,967.070859651187,0.141377991647765,1103.79339556975,0.132236297041954,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.141377991647765,0.158938242695605,0.142946644480138,0.159828940904013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1337.8334,-39.9808,24574.5,966.539891023999,0.141849659763,1103.64324571312,0.132649456125458,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.141849659763,0.159562389197396,0.143428460111566,0.160475228570049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1338.8335,-39.9728,24572.5,966.461229005156,0.142139868144913,1103.83390066312,0.132903580218348,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.142139868144913,0.159993242101706,0.14377472250725,0.160946717361455,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1339.8335,-39.9648,24571,966.402232491024,0.142545863099654,1104.15887282289,0.133258985737333,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.142545863099654,0.160542136897608,0.144173374303784,0.161498074065503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1340.8336,-39.9544,24548,965.497619274334,0.142955377016514,1103.52069544624,0.133617343820062,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.142955377016514,0.161110951262716,0.144548514808684,0.162106460488298,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1341.8326,-39.9488,24542,965.261633217806,0.143318466071694,1103.60144984844,0.133934968989357,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.143318466071694,0.161625171252963,0.144933008083566,0.162633723138681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1342.8324,-39.9408,24527,964.671668076487,0.143714455302821,1103.30893140016,0.134281259793817,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.143714455302821,0.16217554157251,0.145325324967801,0.163136721209276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1343.8327,-39.9304,24545,965.37962624607,0.144077501960867,1104.46911123952,0.134598637132207,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.144077501960867,0.162682383944532,0.145688448936687,0.163664004877349,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1344.8328,-39.9224,24518.5,964.337354496405,0.144515633943145,1103.69917861651,0.134981520381097,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.144515633943145,0.163270380117024,0.146115787118073,0.164299379719538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1345.8328,-39.9072,24515,964.199695963431,0.144864011192843,1103.87753151161,0.135285862435615,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.144864011192843,0.163808946247411,0.146471655015207,0.164876238782089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1346.8328,-39.8992,24504,963.767054859796,0.145258219744345,1103.76214149698,0.135630131007895,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.145258219744345,0.164347512377799,0.146871883658887,0.165461529182074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1347.8326,-39.8888,24486,963.059096690213,0.145702584105314,1103.37929572411,0.136018059396539,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.145702584105314,0.165010022494358,0.147319477995811,0.166114023796477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1348.8329,-39.8832,24495.5,963.432741279715,0.146070379242363,1104.16172717295,0.136339029358301,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.146070379242363,0.165516127104558,0.147633064074728,0.166593805418425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1349.833,-39.8776,24471,962.469131548893,0.14641756937231,1103.39152238616,0.136641923105517,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.14641756937231,0.165997885574617,0.147885348926357,0.167034318268418,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1350.833,-39.8624,24471,962.469131548893,0.146764208339516,1103.72515169189,0.136944244511709,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.146764208339516,0.166522434230378,0.14827183057091,0.167632987583699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1351.8331,-39.8544,24443,961.367863285097,0.147211498102728,1102.89226666711,0.137334213566415,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.147211498102728,0.167156909397684,0.148683913501576,0.168281813353589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1352.8329,-39.8544,24449.5,961.623514846335,0.147551480719903,1103.51248835699,0.137630525318697,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.147551480719903,0.167653423104192,0.149069439137875,0.168798355803766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1353.8332,-39.8488,24436.5,961.112211723858,0.14793233417421,1103.29178460751,0.137962353803246,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.14793233417421,0.168201580138271,0.149476084731945,0.169415381559573,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1354.8332,-39.8336,24434.5,961.033549705015,0.148321285481101,1103.57528118773,0.138301124144014,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.148321285481101,0.168752688219641,0.149865405037628,0.169977156752195,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1355.833,-39.82,24408.5,960.010943460061,0.148717995463507,1102.78184659447,0.13864653398497,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.148717995463507,0.169328880202973,0.150287552470769,0.170592755727194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1356.8333,-39.8096,24403.5,959.814288412955,0.149077565556568,1102.90106591597,0.138959503599931,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.149077565556568,0.16987334842794,0.150695040473213,0.171247732067039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1357.8331,-39.8072,24405,959.873284927087,0.149423738155301,1103.3011393163,0.139260719527711,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.149423738155301,0.170377977514495,0.15105778238227,0.171760733070066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1358.8331,-39.7912,24392,959.36198180461,0.149767833294469,1103.04354716457,0.139560037902056,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.149767833294469,0.17091875693035,0.151323515954678,0.172296870247841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1359.8332,-39.7912,24377,958.77201666329,0.150219786742416,1102.79854454105,0.139953043020716,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.150219786742416,0.171562823001348,0.151882520781075,0.172996714747676,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1360.8332,-39.7808,24377.5,958.791682168001,0.150565535369809,1103.15266510175,0.140253591382767,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.150565535369809,0.172094011513511,0.152268942651469,0.173595530408152,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1361.8333,-39.7728,24357.5,958.005061979574,0.150969156085049,1102.63427771184,0.140604331887245,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.150969156085049,0.172707829349788,0.152670807682867,0.174213764055747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1362.8333,-39.7568,24344.5,957.493758857097,0.151331736374621,1102.3929519528,0.140919304003841,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.151331736374621,0.173228689196437,0.153069460206363,0.174791223534756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1363.8324,-39.752,24329.5,956.903793715778,0.151751722383567,1102.11559256752,0.141284020281928,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.151751722383567,0.173883821694772,0.15350309103558,0.175459719189456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1364.8324,-39.744,24321.5,956.589145640407,0.152150467428402,1102.13463128653,0.141630167831577,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.152150467428402,0.174462226963572,0.154002696731714,0.176089400014339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1365.8327,-39.7304,24313,956.254832060326,0.152521357556229,1102.10411721587,0.141952027219111,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.152521357556229,0.175042845517839,0.154384442854465,0.176687599692463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1366.8328,-39.712,24306.5,955.999180499088,0.152925190257138,1102.19553706258,0.142302356490829,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.152925190257138,0.175652974545004,0.154742327630441,0.177234155622595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1367.8328,-39.7072,24283.5,955.094567282397,0.153345091471816,1101.55363106655,0.142666495267315,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.153345091471816,0.176297778377824,0.15523228532979,0.17799364215654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1368.8326,-39.7072,24275,954.760253702316,0.153725139380578,1101.53090677774,0.142995958936966,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.153725139380578,0.176902743072232,0.155638794152672,0.178643482543618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1369.8326,-39.6968,24252.5,953.875305990337,0.154100566001738,1100.86803053853,0.143321309871048,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.154100566001738,0.177506232242995,0.155915398139306,0.179128092482303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1370.8327,-39.6808,24235.5,953.206678830174,0.154466156487821,1100.44485084759,0.14363803495036,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.154466156487821,0.178078735417215,0.15632146998449,0.179756552675135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1371.8328,-39.6784,24222.5,952.695375707698,0.154889407076082,1100.25779757519,0.144004587940015,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.154889407076082,0.178739032248307,0.156761250991278,0.180448602725165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1372.833,-39.6648,24204.5,951.987417538114,0.155243847115935,1099.77760664269,0.144311444734523,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.155243847115935,0.179291615853321,0.157155392412559,0.181049170629746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1373.8328,-39.6624,24195,951.613772948611,0.155718440633413,1099.79758575745,0.144722177117882,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.155718440633413,0.180011671392031,0.157655030124287,0.18182056232068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1374.8331,-39.652,24178.5,950.96481129316,0.156088864392767,1099.39982876539,0.145042639607743,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.156088864392767,0.180641719988402,0.158066803654188,0.182507684281029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1375.8329,-39.6384,24153.5,949.981536057627,0.156460432874738,1098.61605841221,0.145363989285008,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.156460432874738,0.181239307064586,0.158467394089655,0.183164168088165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1376.8332,-39.628,24152,949.922539543495,0.156872490619634,1098.93925421741,0.145720235240849,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.156872490619634,0.181860502519088,0.158844988246597,0.183992509350946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1377.833,-39.6224,24125.5,948.88026779383,0.157228711339113,1098.07148951417,0.146028104855187,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.157228711339113,0.182458827357094,0.159218499929584,0.184757214002472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1378.833,-39.62,24091,947.523347968795,0.157630127403387,1096.8815740268,0.146374921742316,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.157630127403387,0.18312059971183,0.159675907995833,0.185517585656974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1379.8333,-39.5968,24066.5,946.559738237973,0.158019587475887,1096.13471759562,0.146711293926476,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.158019587475887,0.18373515530993,0.160099944204392,0.18620207248062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1380.8334,-39.5968,24065,946.500741723841,0.158382040574057,1096.40946060292,0.147024238881046,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.158382040574057,0.184336431195226,0.160412339092334,0.18686148768915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1381.8332,-39.5856,24056.5,946.16642814376,0.15877154304369,1096.39073191628,0.147360429348571,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.15877154304369,0.185005581168187,0.160793584576125,0.187673996505826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1382.8332,-39.5784,24033.5,945.26181492707,0.159169567337248,1095.71872902943,0.147703858519991,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.159169567337248,0.185629727669978,0.161170828155058,0.188509460903588,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1383.8333,-39.5728,23994,943.708240054928,0.159586203972611,1094.31105574297,0.148063220765038,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.159586203972611,0.18629297554836,0.161614122535653,0.189216560322318,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1384.8335,-39.5648,23984.5,943.334595465426,0.159954253492464,1094.22497647671,0.148380567696201,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.159954253492464,0.186965076568611,0.161898500654914,0.189904607584878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1385.8333,-39.5464,23973,942.88228885708,0.160300765268268,1094.02704131877,0.148679251914598,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.160300765268268,0.187514709126335,0.16229275077342,0.190539036792196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1386.8324,-39.5384,23933.5,941.328713984939,0.160745129629237,1092.64272013817,0.149062152026461,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.160745129629237,0.188259110805186,0.162799793528306,0.191381347906362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1387.8324,-39.536,23907,940.286442235274,0.161143620291268,1091.80760364786,0.149405399019632,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.161143620291268,0.188938589443661,0.16328363549803,0.192303515372008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1388.8325,-39.512,23888.5,939.55881856098,0.161568397176351,1091.36183092878,0.14977115843072,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.161568397176351,0.18963724988952,0.163784697453584,0.19310205971154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1389.8325,-39.512,23856,938.280560754787,0.161981472452462,1090.26462755937,0.150126713769439,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.161981472452462,0.190348452286361,0.164254159635048,0.193924207028348,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1390.8326,-39.5096,23826.5,937.120295976858,0.162297288703283,1089.21237920272,0.150398467965229,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.162297288703283,0.190929070840628,0.164590586028987,0.194577577529931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1391.8327,-39.4968,23795.5,935.901034684798,0.162792614419265,1088.25881095883,0.150824538133793,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.162792614419265,0.191710360610601,0.165082102926967,0.195465478185404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1392.8326,-39.4856,23764,934.662107888027,0.163173213490768,1087.17392756017,0.151151799239982,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.163173213490768,0.192381723869029,0.165526452741823,0.196297732846121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1393.8327,-39.4752,23742.5,933.816491185469,0.163568905941958,1086.55983299923,0.151491924990661,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.163568905941958,0.193061202507505,0.166007247455757,0.197080590024669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1394.8327,-39.4624,23695,931.948268237956,0.164034214487101,1084.81967036098,0.151891742766516,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.164034214487101,0.193808555233645,0.166534497273416,0.197963030579862,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1395.8328,-39.4568,23676.5,931.220644563662,0.164410573845208,1084.32316511288,0.152215013786959,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.164410573845208,0.194500575823102,0.166959943939492,0.198762993210892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1396.8328,-39.4624,23642,929.863724738627,0.164836919424247,1083.1395966089,0.152581093892257,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.164836919424247,0.19522284464728,0.167445801569203,0.199613602784976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1397.8329,-39.4464,23603,928.329815371196,0.165243126364658,1081.72993636066,0.152929757402989,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.165243126364658,0.195908963142157,0.167893033205242,0.200419420274221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1398.8331,-39.4304,23562,926.717243984922,0.165670235092108,1080.24670765981,0.153296230682771,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.165670235092108,0.196678448722971,0.168342092885337,0.20133634949643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1399.833,-39.42,23525.5,925.281662141044,0.166094672800119,1078.96601706231,0.153660279143456,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.166094672800119,0.197390388881634,0.168821207881521,0.202328219843622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1400.8332,-39.42,23489.5,923.865745801877,0.166486295126449,1077.67673101467,0.153996063697471,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.166486295126449,0.198072080805577,0.169260435858172,0.203135943700071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1401.8333,-39.4072,23446.5,922.17451239676,0.166932482564179,1076.11539310856,0.154378496073034,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.166932482564179,0.19885632162284,0.169654341684669,0.203995958487529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1402.8331,-39.3992,23406,920.581606515197,0.16729591079643,1074.5911448396,0.154689886540412,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.16729591079643,0.199496698884725,0.170044198986826,0.204828385211066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1403.8331,-39.3888,23379.5,919.539334765533,0.167713861742946,1073.7588276236,0.15504787300873,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.167713861742946,0.200218967708903,0.170330139702876,0.205383303032702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1404.8332,-39.3784,23320,917.199139704965,0.16813511966591,1071.41252681673,0.155408562360554,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.16813511966591,0.200966320435043,0.170983845736693,0.206573107956381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1405.8335,-39.3784,23282.5,915.724226851665,0.168577745744387,1070.09495273784,0.15578740743846,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.168577745744387,0.201707033304782,0.171280354961135,0.207148794382448,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1406.8335,-39.3544,23226.5,913.521690324072,0.168976914760562,1067.88576712189,0.156128934442555,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.168976914760562,0.202430039890782,0.171727297822109,0.20796892245228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1407.8335,-39.3544,23164,911.06350223524,0.169377694867827,1065.37733812205,0.156471722580453,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.169377694867827,0.203117633909304,0.172400467673681,0.209151373101135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1408.8334,-39.3464,23145.5,910.335878560946,0.169765289466432,1064.87931249652,0.156803121391682,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.169765289466432,0.203795637024134,0.172634900148477,0.209611766476404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1409.8326,-39.3336,23093.5,908.290666071038,0.170177728785534,1062.86150870011,0.157155642218178,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.170177728785534,0.204528234513826,0.173104614483065,0.21049910508838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1410.8325,-39.32,23024,905.557160916257,0.170599241091302,1060.04452533336,0.157515789567326,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.170599241091302,0.205254192147116,0.173571766705641,0.211375547510162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1411.8327,-39.3096,22981.5,903.885593015851,0.170985818158692,1058.43721065952,0.157845973661536,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.170985818158692,0.206016300109705,0.173934351747384,0.212136278667062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1412.8325,-39.3096,22940,902.253356124867,0.171419752824709,1056.91740341706,0.15821647711009,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.171419752824709,0.206689138891778,0.173911178055163,0.212109598194669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1413.8326,-39.2992,22882.5,899.991823083141,0.171857672821317,1054.66232335642,0.158590244208184,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.171857672821317,0.207446820283433,0.174399570295309,0.212995014035343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1414.8329,-39.2888,22812,897.218986918939,0.17229724630615,1051.80734769867,0.158965282126027,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.17229724630615,0.208256882764482,0.174862961076886,0.213868998494424,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1415.8329,-39.2832,22754.5,894.957453877213,0.172709897610921,1049.52546410248,0.15931722246881,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.172709897610921,0.208972511732257,0.17538030695873,0.214844813223614,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1416.8327,-39.2728,22700,892.813913863752,0.173166090772264,1047.41900911462,0.159706154508997,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.173166090772264,0.209756014787698,0.175799427578309,0.215678059061354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1417.8328,-39.26,22627.5,889.962415680707,0.173587433489496,1044.44870732083,0.160065240128687,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.173587433489496,0.210521073797577,0.176144518288543,0.216558527420313,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1418.833,-39.2464,22560.5,887.327238049479,0.174029508405232,1041.7483610818,0.160441856017823,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.174029508405232,0.211282443998344,0.176759849861024,0.217462118676852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1419.8328,-39.244,22493,884.672394913541,0.17444309244695,1038.99738328471,0.160794071364805,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.17444309244695,0.212050454055514,0.176845742040498,0.217981892026355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1420.8331,-39.236,22414,881.565245169257,0.174878214232718,1035.73180097408,0.161164494762836,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.174878214232718,0.212802233352589,0.176999355902059,0.218167951977847,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1421.8332,-39.236,22358,879.362708641664,0.175308036376741,1033.52205835657,0.161530271857059,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.175308036376741,0.213561390267889,0.177058061978303,0.218526227705288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1422.833,-39.2312,22286,876.530875963329,0.175772369787802,1030.60078522358,0.161925267635069,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.175772369787802,0.214336777943282,0.175715395060948,0.216356798892818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1423.833,-39.2096,22208.5,873.482722733178,0.176214995866279,1027.40347710887,0.162301652381149,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.176214995866279,0.215152004757088,0.176150529202925,0.217283095240416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1424.8333,-39.1968,22116.5,869.864269866417,0.176631717295911,1023.50988966728,0.162655879821176,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.176631717295911,0.215899357483229,0.175469842763817,0.216347528189438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1425.8333,-39.1832,22059,867.602736824692,0.177105717253514,1021.26014182114,0.163058643491458,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.177105717253514,0.216698353536941,0.175166845637826,0.216300667369693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1426.8334,-39.1784,21945.5,863.138667255373,0.177544527589935,1016.38421417783,0.163431361556455,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.177544527589935,0.217547517394579,0.174062828686877,0.214477828748516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1427.8332,-39.1704,21868.5,860.110179529932,0.177958238823056,1013.17387227286,0.163782633686783,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.177958238823056,0.21825576874413,0.17252702745035,0.212129216955982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1428.8332,-39.1624,21774.5,856.413064644329,0.178504780276853,1009.28689057489,0.164246499624136,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.178504780276853,0.219174282213079,0.171808572515505,0.210818729246476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1429.8335,-39.1496,21678,852.617622235172,0.178923028003307,1005.17054893447,0.164601333591372,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.178923028003307,0.219937865699313,0.170582402836562,0.208794902619361,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1430.8333,-39.1384,21569,848.33054220825,0.179424416509444,1000.54175475111,0.165026536853816,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.179424416509444,0.220802522555223,0.170887030306192,0.209665826234975,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1431.8324,-39.1416,21478.5,844.771085855621,0.179808152968859,996.667814484818,0.165351843029869,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.179808152968859,0.221526266903045,0.17090606401698,0.209929861168933,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1432.8324,-39.1384,21360.5,840.130026743906,0.180334259004091,991.634252583856,0.165797668706555,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.180334259004091,0.222459535608443,0.170371484285639,0.209151356196196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1433.8327,-39.1128,21247,835.665957174588,0.180836877027113,986.785179107914,0.166223404921049,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.180836877027113,0.223309437227904,0.170612455494399,0.209593928361375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1434.8325,-39.1128,21125.5,830.887239529898,0.181277552837428,981.508444995724,0.166596524707166,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.181277552837428,0.224106219996149,0.170700689634979,0.209984326005076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1435.8325,-39.0968,21033,827.249121158427,0.181723952260827,977.580100959632,0.166974348781968,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.181723952260827,0.224891936337057,0.170412864775937,0.209704625823773,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1436.8329,-39.0888,20910,822.411406999606,0.182177516799864,972.236274914677,0.167358091125327,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.182177516799864,0.22570347434175,0.170488171037498,0.209955713102005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1437.8329,-39.0864,20765,816.708410633516,0.182680558794226,965.905159459991,0.167783522154056,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.182680558794226,0.226637480808971,0.169717615715714,0.209139476709388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1438.8329,-39.0704,20617.5,810.907086743873,0.183174697390456,959.444746969958,0.168201247289288,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.183174697390456,0.227496235570301,0.168959228447914,0.207588675376083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1439.8327,-39.06,20482.5,805.597400471996,0.18364216818943,953.539053782442,0.168596267970315,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.18364216818943,0.228323266573266,0.168744794433769,0.207375286362725,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1440.8328,-39.0384,20165,793.109804980729,0.184227587815064,939.222511224805,0.169090737428423,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.184227587815064,0.229362772981096,0.167847978341479,0.205949690224536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1441.8331,-39.0416,19874,781.664481239128,0.184840141606427,926.147454640083,0.169607863889104,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.184840141606427,0.230455398240143,0.168764083252069,0.207618060159466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1442.8329,-39.0384,19650.5,772.874000633465,0.185324952833188,916.106838346859,0.170016958795327,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.185324952833188,0.231377600518204,0.167669079907335,0.206030071254795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +1443.8329,-39.0312,19358,761.369680377732,0.185964301613211,902.957261258651,0.170556200302298,"S191107-ERR-175","DP980","A36R19W18","E191121-WEL-001",NA,0.00025,0.185964301613211,0.232472439062718,0.166904114646728,0.204932418667964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R02T1.417W17.94-S","0.00025 mm/mm/s" +0,-44.96,-1.5,-0.0594341677045193,0,-0.0594341677045193,0,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0,0,-3.43115283548614e-18,-3.24049867593637e-18,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +0.350300000000061,-44.9576,-3.5,-0.138679724643878,-8.48438851488217e-06,-0.138678548031215,-8.48442450749004e-06,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-8.48438851488217e-06,-7.68220636583137e-06,1.21082438888954e-06,2.22289100686542e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +0.600300000000061,-44.9624,1.5,0.0594341677045193,-1.14209758661244e-05,0.0594334889083243,-1.14210410859913e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-1.14209758661244e-05,3.70521196673791e-06,-5.7160894275623e-06,-6.27628809458759e-07,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +0.850300000000061,-44.96,8.5,0.336793616992276,-1.17502331971218e-05,0.336789659588737,-1.17503022316362e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-1.17502331971218e-05,2.47437100413663e-07,-3.48156996933729e-06,-7.22085850124905e-07,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1.1001,-44.952,0,0,7.24783762692918e-06,0,7.24781136150758e-06,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,7.24783762692918e-06,-1.05951990998318e-06,1.44993778264316e-06,1.86048782708333e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1.35040000000004,-44.9624,0,0,-3.05243966556137e-05,0,-3.05248625345051e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-3.05243966556137e-05,4.46921274583688e-06,-3.00845507969382e-05,-2.67686957502912e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1.60040000000004,-44.9576,-5,-0.198113892348398,6.7917549988978e-05,-0.198127347758585,6.79152436965425e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,6.7917549988978e-05,0.00010192542065781,6.51992580736516e-05,8.75948116566462e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1.8501,-44.9552,3.5,0.138679724643878,1.51669691162211e-05,0.138681827994979,1.5166854098874e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,1.51669691162211e-05,-2.71745545551515e-06,1.30470665300454e-05,1.1187967540294e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +2.1001,-44.9576,-3,-0.118868335409039,-1.29370961450609e-05,-0.118866797597955,-1.29371798299771e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-1.29370961450609e-05,-7.17493817761919e-06,-7.53849161598315e-06,-6.05703191724925e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +2.35040000000004,-44.9552,-6.5,-0.257548060052917,-1.49813442328255e-05,-0.257544201636773,-1.49814564542923e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-1.49813442328255e-05,-1.92950034525229e-05,-8.68280720031111e-06,-3.12028065724335e-06,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +2.60040000000004,-44.96,6.5,0.257548060052917,-9.93542560594398e-06,0.257545501203326,-9.93547496256823e-06,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-9.93542560594398e-06,1.446186488204e-06,-8.02905706100839e-06,-1.42952912357113e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +2.85040000000004,-44.952,2,0.0792455569393591,1.11383833929954e-05,0.0792464396067545,1.11383213616185e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,1.11383833929954e-05,2.68444908726963e-05,2.18767125963896e-05,3.00356949721702e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +3.10040000000004,-44.9624,-3.5,-0.138679724643878,1.77150034767664e-05,-0.138682181355682,1.77148465679827e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,1.77150034767664e-05,1.46302165406759e-05,2.81945278945937e-05,1.58137952195756e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +3.35040000000004,-44.9552,1.5,0.0594341677045193,-8.11129013100887e-06,0.0594336856167414,-8.11132302769933e-06,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-8.11129013100887e-06,-3.37293507328875e-06,-8.65143412669415e-06,-2.0322530625162e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +3.60019999999997,-44.952,36,1.42642002490846,-2.48813662806893e-05,1.42638453362935,-2.48816758269777e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-2.48813662806893e-05,-4.11030353465124e-05,-1.56587534540239e-05,-2.33281741340425e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +3.85050000000001,-44.9576,128,5.07171564411898,-5.78837576098935e-06,5.07168628712308,-5.78839251375159e-06,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-5.78837576098935e-06,2.95338385358368e-05,-1.26245123921306e-06,1.57968342034016e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +4.10019999999997,-44.9472,256.5,10.1632426774728,1.93659583127511e-05,10.1634394984068,1.93657707950062e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,1.93659583127511e-05,5.96158159079477e-05,2.84510373795221e-05,5.38017438984335e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +4.35050000000001,-44.9472,339,13.4321219012214,2.59675559248356e-05,13.4324707005981,2.59672187737336e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,2.59675559248356e-05,-2.41948334779228e-05,2.56020450386087e-05,-2.19888762428348e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +4.60019999999997,-44.944,442.5,17.5330794728332,9.30447908010107e-05,17.5347108345448,9.30404624029071e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,9.30447908010107e-05,9.24746365905807e-05,9.11153344709767e-05,9.41694951462077e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +4.85050000000001,-44.9472,526,20.8415814750514,0.000112766480674442,20.843931706846,0.000112760123012743,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000112766480674442,9.76727338184503e-05,0.000123217074072661,0.000112123726694389,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +5.10030000000006,-44.944,646.5,25.6161262806478,0.000109182029408262,25.6189231013007,0.000109176069484384,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000109182029408262,0.000131514958362091,0.000104711498363228,0.000114031950277923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +5.35030000000006,-44.944,723.5,28.6670802228131,0.000123044536404242,28.6706075504092,0.000123036967046152,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000123044536404242,0.000137125450757536,0.000120474951300716,0.000132853529507974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +5.60050000000001,-44.9416,835.5,33.1048314114173,0.000123565201906336,33.1089220165947,0.000123557568355522,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000123565201906336,0.000103081823922756,0.000115131255372087,0.000108705554792276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +5.85030000000006,-44.9496,915.5,36.2746536889916,0.000137003714193636,36.2796234512781,0.000136994330041921,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000137003714193636,0.000141371866829464,0.000144788407864519,0.000146069474283402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +6.10030000000006,-44.9312,1046,41.4454262792848,0.000157082407611527,41.4519366266292,0.00015707007146204,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000157082407611527,0.000161348318253963,0.000162626333213238,0.000156855898129611,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +6.35030000000006,-44.9312,1136.5,45.0312877307908,0.0002273429947594,45.0415252786014,0.000227317156256888,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0002273429947594,0.000269814886949214,0.000232080197980221,0.00026193707776301,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +6.60030000000006,-44.9312,1261,49.9643236502659,0.0002643225412547,49.9775303472652,0.000264287614206263,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0002643225412547,0.000297514710482301,0.000261890760128107,0.000280652302009373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +6.85059999999999,-44.9232,1356,53.7284876048855,0.000311436833268203,53.7452206349215,0.00031138834688432,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000311436833268203,0.000348322680406323,0.000316416900235625,0.000318973723916656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +7.10030000000006,-44.9288,1506,59.6719043753374,0.000294841680375794,59.6894981398947,0.000294798223109413,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000294841680375794,0.000298414750025056,0.000291724649178032,0.000285412092884206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +7.35040000000004,-44.9208,1583.5,62.7426697067376,0.000324004036429652,62.762998584979,0.000323951558456892,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000324004036429652,0.000297927843387267,0.000318511364982518,0.000273920784309271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +7.60040000000004,-44.9232,1692,67.0417411706978,0.000271000457914311,67.0599095132544,0.000270963743923044,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000271000457914311,0.000276791668879824,0.000277307695535808,0.000278454466092833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +7.85040000000004,-44.9104,1766,69.9738267774541,0.00032437291182618,69.9965243913975,0.000324320314306946,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00032437291182618,0.000324737217963028,0.000329173823597966,0.000336251292606709,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +8.10059999999999,-44.9128,1882.5,74.5898804691717,0.000311614911045915,74.613123788139,0.000311566369203396,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000311614911045915,0.000307680730891138,0.000315187870819874,0.00030665697554049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +8.35040000000004,-44.9184,1970,78.0568735852687,0.00038177331546901,78.0866736166925,0.000381700458579377,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00038177331546901,0.000391915579241793,0.000383943627431568,0.000384197082915988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +8.60040000000004,-44.9104,2075,82.217265324585,0.000428573851398288,82.2525014946366,0.000428482039856302,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000428573851398288,0.0004186069158448,0.000422914880770413,0.00041608064417958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +8.85040000000004,-44.9024,2142.5,84.8918028712884,0.000414505706968669,84.9269910080534,0.000414419823210157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000414505706968669,0.000409547501431201,0.000413951067012872,0.000394541059439084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +9.10040000000004,-44.9104,2257.5,89.4484223953016,0.000470744365110364,89.4905297361122,0.000470633599741853,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000470744365110364,0.00047961779304407,0.000467740266271832,0.00046537120431847,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +9.35070000000007,-44.9048,2329.5,92.3012624451185,0.000475717823041585,92.3451718007529,0.00047560470519146,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000475717823041585,0.000466154086769682,0.000472060766635404,0.000461731919554417,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +9.60050000000001,-44.9072,2458,97.3927894784723,0.00045521343893634,97.4371239850984,0.000455109860731171,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00045521343893634,0.000450108299840044,0.000443795790144949,0.000452098062263108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +9.85050000000001,-44.8968,2538.5,100.582423145282,0.000499037532011638,100.632617549492,0.000498913054193583,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000499037532011638,0.000511126554412571,0.00049639534427687,0.000494745243423395,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +10.1005,-44.8968,2667,105.673950178635,0.00049869409629777,105.726649153722,0.000498569789722626,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00049869409629777,0.000499005530078928,0.000510215855518701,0.000492663287139518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +10.3505,-44.8944,2737.5,108.467356060748,0.000512406085172114,108.522935394036,0.000512274850002715,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000512406085172114,0.00052469354391307,0.000518054369883503,0.000538155696901275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +10.6005,-44.9,2848,112.845673081647,0.000546965893865573,112.907395816093,0.00054681636254417,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000546965893865573,0.000531281538270917,0.000535498003501013,0.000511659269051504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +10.8505,-44.8944,2925,115.896627023813,0.000526923663992621,115.957695699169,0.000526784888466079,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000526923663992621,0.000531738935415551,0.000524841409204499,0.000528784758493743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +11.1005,-44.8944,3046.5,120.710794607879,0.000583942472397969,120.781282767727,0.000583772044335929,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000583942472397969,0.000593590833171003,0.000575399158771568,0.000573682401732795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +11.3505,-44.8816,3120.5,123.642880214635,0.00060369214592207,123.71752245032,0.000603509997122697,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00060369214592207,0.000613111362925519,0.00059778509450602,0.000605138405153728,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +11.6005,-44.8864,3236,128.219311127883,0.000619481708868166,128.29874064585,0.000619289909281266,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000619481708868166,0.000628234978192371,0.000622890974396009,0.000633965055115903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +11.8506,-44.8784,3306.5,131.012717009995,0.000640384647999583,131.096615542661,0.000640179689247908,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000640384647999583,0.000639780567408627,0.00064143923054111,0.000644494826233098,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +12.1006,-44.876,3418,135.430656809365,0.000664132591625301,135.520600722457,0.000663912153170445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000664132591625301,0.000660356061544933,0.000664856335451744,0.000658068203163353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +12.3506,-44.876,3487.5,138.184439913007,0.000688380849007076,138.279563435074,0.000688144023588203,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000688380849007076,0.000694786262740693,0.000680433799130838,0.000679320742956936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +12.6008,-44.868,3596,142.483511376968,0.000686036158268831,142.58126021773,0.000685800943034851,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000686036158268831,0.000695546132190664,0.000690882361784921,0.000686834904291312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +12.8509,-44.8736,3673.5,145.554276708368,0.000723805606906134,145.659629709959,0.000723543785958504,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000723805606906134,0.000719367670579598,0.000719090951626588,0.000718306608410782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +13.1009,-44.8656,3785,149.972216507737,0.00073314621033535,150.082168069925,0.000732877589936403,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00073314621033535,0.000741403884629796,0.000733440312496396,0.000742279693184714,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +13.3506,-44.8704,3870.5,153.359964066895,0.000751157505554433,153.475161554955,0.000750875527952807,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000751157505554433,0.00076090228226415,0.000749755243869192,0.00074844504019409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +13.6009,-44.8632,3982.5,157.797715255499,0.000765603005274548,157.918525660524,0.000765310080793371,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000765603005274548,0.000780083452846787,0.000768081870974948,0.000771631999613384,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +13.8507000000001,-44.8632,4074.5,161.443010874709,0.000779811067957814,161.568905921434,0.000779507173283606,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000779811067957814,0.000795221822860413,0.000785514733775508,0.000793171886650213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +14.1007000000001,-44.8576,4184.5,165.801516506374,0.000817661075589778,165.937085952695,0.000817326972881852,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000817661075589778,0.000818246604932702,0.000818072941245125,0.000825550218437185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +14.3507000000001,-44.8576,4252,168.476054053077,0.000816702847548413,168.613648926166,0.000816369527247795,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000816702847548413,0.000809696229277054,0.000814072806262674,0.000812203149514067,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +14.6009,-44.8552,4358.5,172.695879960098,0.000836215084035665,172.840290859871,0.000835865650989588,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000836215084035665,0.00082868558815372,0.000843874685687782,0.000834683978215669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +14.8507000000001,-44.868,4436,175.766645291498,0.000858746162847795,175.917584223699,0.000858377651318471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000858746162847795,0.000853938336962997,0.000854237885988055,0.000860468858824772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +15.1007000000001,-44.852,4549,180.244019258572,0.000875052999338639,180.401742328237,0.000874670363664222,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000875052999338639,0.000875797494053737,0.000877442668481533,0.000860223079551106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +15.3507000000001,-44.852,4623,183.176104865329,0.00089956413343962,183.340883519369,0.000899159768108167,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00089956413343962,0.000897605009531553,0.000899943939992058,0.000893487746970727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +15.6008,-44.8472,4741.5,187.871404113986,0.000922514967013296,188.044718296155,0.00092208971159739,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000922514967013296,0.000936948541345792,0.000925350637014763,0.000936273375689644,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +15.8507000000001,-44.8472,4817.5,190.882735277681,0.000938419008530833,191.061863264866,0.000937978968686066,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000938419008530833,0.000918578881826312,0.000932848079970734,0.000917792893795887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +16.1007000000001,-44.8392,4924,195.102561184702,0.000956298865390086,195.289137542598,0.000955841902935444,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000956298865390086,0.000959574945259889,0.000965460254388503,0.000965852668000831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +16.3508,-44.8448,5005,198.312006240746,0.0009500746230688,198.500417445325,0.000949623587829625,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0009500746230688,0.000965373560674479,0.000955202071132073,0.000964464612821426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +16.6008,-44.8416,5118,202.78938020782,0.00100076319047539,202.992324354951,0.00100026276084021,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00100076319047539,0.00101569462396058,0.00100830658009672,0.00101293789430848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +16.8511,-44.8312,5184,205.404483586819,0.000999605684920939,205.609807076321,0.000999106411847961,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000999605684920939,0.001012935486346,0.000989849466947358,0.000983762299173808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +17.1011,-44.8312,5273,208.93091087062,0.00100639808015199,209.141178538205,0.00100589200112033,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00100639808015199,0.00100141202924978,0.000996057542512284,0.000997026840744524,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +17.3508,-44.8288,5330,211.189409243392,0.00102304835235655,211.405466220554,0.00102252539503429,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00102304835235655,0.00102810336585279,0.00101935962384009,0.00101684839442186,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +17.6008,-44.8208,5448.5,215.884708492049,0.000974704475688055,216.095132283649,0.000974229759727379,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000974704475688055,0.000992677219261417,0.000973707274669525,0.00098148679799002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +17.8508,-44.8288,5519.5,218.697925763396,0.00105761240099714,218.929223401756,0.00105705352301788,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00105761240099714,0.0011053961059272,0.00105798666488898,0.00108656652162651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +18.1011,-44.8232,5626,222.917751670417,0.00110440869697944,223.163943974073,0.00110379928634538,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00110440869697944,0.0011047837839434,0.00110040620595082,0.00109117032392236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +18.3509,-44.8256,5703.5,225.988517001817,0.00112823295965268,226.243484695201,0.00112759698315522,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00112823295965268,0.0011364696022711,0.0011244211853515,0.00112489315183661,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +18.6001,-44.8232,5814,230.366834022717,0.00113738700541022,230.628850266212,0.00113674067085222,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00113738700541022,0.00115326788127745,0.00113755456722569,0.00114248500494658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +18.8499,-44.8184,5902.5,233.873449917283,0.001157963468616,234.144266828566,0.00115729354603279,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.001157963468616,0.00117064159540119,0.00116983064491394,0.00117219258970854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +19.1001,-44.8184,6006,237.974407488895,0.00115670844427865,238.24967449556,0.00115603997250117,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00115670844427865,0.00117407207398614,0.00115251189000858,0.00114491039018131,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +19.3501,-44.8184,6085,241.104606988,0.00127284059494934,241.411494719404,0.00127203122008994,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00127284059494934,0.00127322397115143,0.00127093616084668,0.00125645826513803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +19.5999,-44.8208,6201.5,245.720660679718,0.00120886403337678,246.017703548671,0.00120813394557648,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00120886403337678,0.00120153803478576,0.00121932221202231,0.00119594834569403,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +19.8502,-44.8128,6266,248.276329891012,0.00120803300374811,248.57625589157,0.00120730391899221,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00120803300374811,0.00121683132963882,0.00121272024827539,0.00121589586991495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +20.1002,-44.8,6363,252.119739402571,0.00126857096823425,252.439571184496,0.00126776701192883,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00126857096823425,0.00129965709968903,0.00126662172263867,0.00128379464625319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +20.3499,-44.8128,6433.5,254.913145284683,0.00127761477536763,255.238826085534,0.00127679932009515,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00127761477536763,0.00129635203645009,0.00128039524706678,0.00130078043703684,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +20.6002,-44.8,6527,258.617875071598,0.00128360158065221,258.949837384825,0.00128277846843332,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00128360158065221,0.00128822954844566,0.00128088135288807,0.00127816923990205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +20.8502,-44.8,6598,261.431092342946,0.00129615182402512,261.769946730143,0.0012953125443939,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00129615182402512,0.00138159758494299,0.00130610659044915,0.00137901060153012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +21.1002,-44.792,6711.5,265.928277699254,0.00133303088377462,266.282768306296,0.00133214318690345,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00133303088377462,0.00136028435347649,0.00133278286043321,0.00133533749844325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +21.3502,-44.8048,6792,269.117911366063,0.0012921408340824,269.465649608522,0.0012913067385502,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0012921408340824,0.00131322408918953,0.00129548079583509,0.00129817385688652,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +21.6002,-44.7944,6910,273.793399225486,0.00134328307582717,274.161181264939,0.00134238167824731,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00134328307582717,0.00136219509316136,0.00135663740993077,0.00137055722993332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +21.85,-44.792,6977.5,276.467936772189,0.00135125841629503,276.841516398588,0.00135034628822935,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00135125841629503,0.00135995974905125,0.00135636199024534,0.00136682994261176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +22.1003000000001,-44.792,7085,280.72738545768,0.00140581805539069,281.122037084799,0.00140483081833035,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00140581805539069,0.00143715658327281,0.00140536401288171,0.00142061533401032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +22.3503000000001,-44.792,7153.5,283.441545782853,0.00139595593846989,283.837217691898,0.00139498249779379,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00139595593846989,0.0013993401677319,0.00139449931544976,0.0013907160796158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +22.6,-44.7888,7272,288.13684503151,0.00140404999745603,288.541403568044,0.00140306524091563,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00140404999745603,0.0013947883284052,0.00140869978671963,0.00141166577339469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +22.85,-44.7816,7342.5,290.930250913622,0.00144750097518781,291.351372735531,0.0014464543555181,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00144750097518781,0.00146676935970308,0.0014507159363072,0.00144896913126895,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +23.1,-44.7968,7456,295.427436269931,0.00146338381696983,295.859759999257,0.00146231411433505,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00146338381696983,0.00144372244551076,0.00145529445789371,0.0014337365643823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +23.3501,-44.7784,7528.5,298.300087708982,0.00148407475874705,298.742787339683,0.00148297460813823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00148407475874705,0.00149411728252982,0.0014852231353236,0.00147951374105317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +23.6001,-44.7784,7628.5,302.26236555595,0.00150082254973451,302.716007730112,0.00149969744115658,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00150082254973451,0.00150436445404486,0.00149369655642453,0.0014896081503696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +23.8501,-44.7704,7694.5,304.877468934949,0.00151183793226263,305.338394257177,0.00151069625583764,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00151183793226263,0.00154389979756494,0.00151835067765179,0.00152712917501592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +24.1003000000001,-44.776,7811,309.493522626667,0.00153254583382794,309.967835635365,0.00153137268391267,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00153254583382794,0.00155520193346204,0.0015364461684032,0.00154982677662815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +24.3504,-44.7704,7873.5,311.969946281022,0.00152108525685593,312.444479166892,0.00151992957845175,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00152108525685593,0.00152199637623414,0.00152160225972792,0.00151983809071336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +24.6004,-44.7704,7970.5,315.813355792581,0.00156990400759797,316.309152445493,0.00156867299651259,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00156990400759797,0.00157836688562711,0.00156665145589331,0.0015683630533586,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +24.8501,-44.76,8048,318.884121123981,0.00159098926445408,319.391462337294,0.00158972498183006,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00159098926445408,0.00160465246669854,0.00159833765956089,0.00159889501803314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +25.1001,-44.76,8149.5,322.905833138653,0.00161386377897993,323.426959166777,0.00161256290027071,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00161386377897993,0.00164330990279563,0.00161342951346548,0.00160781288949418,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +25.3502,-44.7632,8229,326.055844026993,0.00163044621203124,326.587460542797,0.00162911847760997,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00163044621203124,0.00163956957453209,0.00163171443989178,0.00163251680163536,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +25.6002,-44.7656,8353.5,330.988879946468,0.00161225683903474,331.522519031806,0.00161095854824196,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00161225683903474,0.0016044163907529,0.00161861530543478,0.00161070056717196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +25.8504,-44.7576,8414.5,333.405869433118,0.0017285077082237,333.9821640484,0.00172701555798962,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0017285077082237,0.00174351676434297,0.00171715821360953,0.00172515251489781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +26.1004,-44.7552,8518,337.50682700473,0.00169578379661831,338.079165613213,0.00169434757872329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00169578379661831,0.00171781399576245,0.00169018167887521,0.00169737808302672,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +26.3502,-44.7496,8584,340.121930383729,0.00168923731831823,340.696477041312,0.00168781216168548,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00168923731831823,0.00169919350555069,0.0016886743925529,0.00168367805630649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +26.6002,-44.7496,8695.5,344.539870183098,0.00170902939131323,345.12869894772,0.00170757066235356,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00170902939131323,0.00172063952973672,0.00170517818249026,0.0017027711169164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +26.8505,-44.7448,8763.5,347.234219119037,0.00173790343096522,347.837678659793,0.00173639502418824,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00173790343096522,0.00177173521721931,0.00174672792937497,0.00176091121900639,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +27.1005,-44.7392,8868.5,351.394610858353,0.00177681766531542,352.018975010423,0.00177524099217175,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00177681766531542,0.0018010086344777,0.00176718599919513,0.00177592956771599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +27.3503000000001,-44.7368,8936,354.069148405056,0.001760464189407,354.692474461397,0.00175891638862479,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.001760464189407,0.00178452020514994,0.00175498317903973,0.00176947099012949,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +27.6005,-44.7368,9028,357.714444024267,0.00177817444838296,358.350522708448,0.00177659536784179,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00177817444838296,0.00177103436675578,0.00177911573279287,0.00177160765926031,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +27.8503000000001,-44.7392,9097,360.448415738675,0.00179861947322907,361.096725278317,0.00179700389414231,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00179861947322907,0.00179836015746262,0.00179831978762364,0.00180623767659678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +28.1003000000001,-44.7368,9212,365.005035262688,0.00183452334514866,365.674645520974,0.00183284266238396,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00183452334514866,0.00183200097971512,0.00183017811803073,0.00182606832232935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +28.3503000000001,-44.7448,9283,367.818252534035,0.00180691280972813,368.482868046191,0.00180528230659977,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00180691280972813,0.0018054940774447,0.00181366982222319,0.00181971230468982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +28.6003000000001,-44.7392,9365,371.067320368549,0.0018494776385191,371.753601079956,0.00184776946058512,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0018494776385191,0.0018817244757638,0.00184606382696517,0.00185199940127447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +28.8503000000001,-44.7336,9432,373.722046526017,0.00188752268371686,374.42745536624,0.00188574355119305,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00188752268371686,0.00189864079274304,0.0018706726634519,0.00189840430076404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +29.1003000000001,-44.7416,9531,377.644701594516,0.00187994165832804,378.35465160109,0.00187817677957514,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00187994165832804,0.00191819083199058,0.00186820788463209,0.00189198570370339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +29.3503000000001,-44.7312,9618,381.091883321378,0.00190442735274666,381.817645127885,0.00190261623004556,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00190442735274666,0.0019186334743887,0.0018993589149399,0.00190266452904722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +29.6004,-44.7264,9712,384.816424497528,0.00193490833234399,385.561009003711,0.00193303880839979,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00193490833234399,0.00193169142513138,0.00193116673324461,0.00193555230451664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +29.8504,-44.7232,9779.5,387.490962044231,0.00193298339636729,388.239975640105,0.0019311175879595,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00193298339636729,0.00195404486623356,0.00194097114159024,0.00194385343769344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +30.1004,-44.7184,9891,391.9089018436,0.00197696436748478,392.683691777845,0.00197501274519808,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00197696436748478,0.00199314494472864,0.00197281359350469,0.00198173041946443,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +30.3504,-44.7264,9962,394.722119114948,0.00197917761986335,395.503344299165,0.00197722162824929,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00197917761986335,0.00197337358428211,0.00197809758564337,0.00197064957700774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +30.6007000000001,-44.7184,10060.5,398.624962794211,0.001995035021963,399.420233555614,0.00199304758249555,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.001995035021963,0.00202125273700548,0.00199797970728167,0.0020133028008117,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +30.8506,-44.7184,10128,401.299500340914,0.00202500720791,402.112134721635,0.00202295964456834,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00202500720791,0.00206485301321434,0.00202697614096216,0.00204671727877351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +31.1006,-44.7128,10246,405.974988200337,0.00204992537693128,406.807206631048,0.00204782714689314,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00204992537693128,0.00208322267273382,0.00204665381449769,0.00205978042067934,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +31.3507000000001,-44.708,10308.5,408.451411854692,0.00205701032851118,409.291600627572,0.00205489757956683,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00205701032851118,0.0020858047533892,0.00205934606363621,0.00207684832302964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +31.6007000000001,-44.7128,10415.5,412.691049150947,0.0020767260824585,413.548095416716,0.0020745726677008,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0020767260824585,0.00208978853497163,0.00207806581555896,0.00207450079781271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +31.8504,-44.7,10473,414.969358912954,0.00211391041839795,415.846566964076,0.00211167925353801,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00211391041839795,0.00213700372409802,0.00211048492502936,0.00211929863794649,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +32.1007000000001,-44.7024,10579.5,419.189184819975,0.00209033631260281,420.065431194855,0.00208815459946668,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00209033631260281,0.00209318212669017,0.00209921472144236,0.00210502626463578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +32.3508,-44.6944,10640.5,421.606174306625,0.00209707782846869,422.490315267109,0.00209488203006369,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00209707782846869,0.00210092836865631,0.00210258408545844,0.00209392803588851,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +32.6007000000001,-44.692,10739.5,425.528829375123,0.00216228821464308,426.448945347872,0.00215995383394504,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00216228821464308,0.00215448809882139,0.00216201598263897,0.00215536572856045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +32.8505,-44.692,10813.5,428.46091498188,0.00215940505062501,429.386135645687,0.00215707688656911,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00215940505062501,0.00216216056705445,0.00215480268479248,0.00215879594089537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +33.1005,-44.6896,10915,432.482626996552,0.00216423859030228,433.418622587533,0.00216189999953544,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00216423859030228,0.00219941630222435,0.00216554276787597,0.00218500738084144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +33.3508,-44.684,10986,435.295844267899,0.00218938147651915,436.248872926145,0.00218698827334763,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00218938147651915,0.00218643212521463,0.0021885073735176,0.00219355026673724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +33.6008,-44.6944,11094.5,439.59491573186,0.00222643861404621,440.573646826784,0.00222396377230327,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00222643861404621,0.00224323789963233,0.0022233664902897,0.00223123412467547,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +33.8508,-44.6816,11166.5,442.447755781677,0.00229436256635521,443.46289135011,0.00229173453556492,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00229436256635521,0.00229724027219567,0.00229718914786758,0.00229243643666521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +34.1005,-44.6704,11260.5,446.172296957826,0.00226871088648817,447.184532905184,0.00226614124772278,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00226871088648817,0.0022902317675596,0.00225815900280902,0.00227007585398049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +34.3508,-44.692,11327.5,448.827023115295,0.00229156420127879,449.855539054033,0.00228894257235799,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00229156420127879,0.00229613366620043,0.00228248360214972,0.00228846795183428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +34.6006,-44.6816,11425,452.690244016089,0.00232578057425838,453.743102191778,0.00232308013289753,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00232578057425838,0.00233213524790932,0.00231374936745624,0.00231646071570674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +34.8509,-44.6736,11492.5,455.364781562792,0.002315986296491,456.419400156796,0.00231330853387229,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.002315986296491,0.00232328239994807,0.00230948277124494,0.00230675440764037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +35.1006,-44.6784,11580,458.831774678889,0.00229923850550353,459.886738362779,0.00229659930131678,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00229923850550353,0.00230299462337033,0.00229709801183638,0.00229885917045834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +35.3509,-44.6704,11645,461.407255279418,0.00238679341281821,462.508539076945,0.00238394954567039,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00238679341281821,0.00240996653623471,0.00237077888902241,0.00238425432343836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +35.6009,-44.6552,11734.5,464.953493952455,0.00241583705035365,466.076745829837,0.00241292360735242,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00241583705035365,0.00244227943129311,0.00241389837937731,0.00242007927818262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +35.8506,-44.6632,11816,468.182750397733,0.00240379560063091,469.30816603343,0.00240091110555234,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00240379560063091,0.00241217974822505,0.00240628675671748,0.00241202079694515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +36.101,-44.652,11898.5,471.451629621482,0.00237695673557993,472.572249748011,0.00237413624249445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00237695673557993,0.00236452191670067,0.00237071275975984,0.0023506187369858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +36.3508,-44.6576,11959.5,473.868619108132,0.00242944728049796,475.019857936138,0.00242650094446748,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00242944728049796,0.00245880474748728,0.00242346882106973,0.00244701126265768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +36.6007000000001,-44.66,12063,477.969576679744,0.00241630344453308,479.124496214257,0.00241338887740656,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00241630344453308,0.00249842124211357,0.00241184201380231,0.00246982227555892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +36.8509,-44.66,12145,481.218644514258,0.00248749215609793,482.415672117855,0.00248440346848181,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00248749215609793,0.00251273334631739,0.00248360672333451,0.00250494766939898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +37.1009,-44.6632,12243.5,485.121488193521,0.00248715296033119,486.328059539002,0.00248406511431096,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00248715296033119,0.00250616748407958,0.00248949980888267,0.00249471058211601,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +37.3507000000001,-44.6496,12298,487.280929620119,0.00253230839679122,488.514875209792,0.00252910750650507,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00253230839679122,0.00256076004650694,0.00255019923228742,0.00256394183848471,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +37.6007000000001,-44.652,12390,490.92622523933,0.00255104896290894,492.178602077092,0.00254780056088567,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00255104896290894,0.00255891570318176,0.00254741783594776,0.00256281393225244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +37.851,-44.6448,12456,493.541328618328,0.00254744500788636,494.798598012102,0.00254420576987318,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00254744500788636,0.0025636372220944,0.0025444367912027,0.00255273388221798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +38.101,-44.6416,12536.5,496.730962285138,0.00256550718247031,498.005329136636,0.00256222188668571,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00256550718247031,0.00258510537840034,0.00257062435202278,0.00257515298001991,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +38.351,-44.6368,12597.5,499.147951771788,0.00264178383053782,500.466592759825,0.00263830045317226,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00264178383053782,0.00266441214138587,0.00263420756670463,0.00264575969151686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +38.601,-44.6448,12696,503.050795451051,0.00263126876176576,504.374457294703,0.00262781303475446,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00263126876176576,0.00263224679379364,0.00262700361300566,0.00262226004891562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +38.851,-44.6448,12760,505.586653273111,0.00261982090463515,506.91119975646,0.00261639515577679,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00261982090463515,0.00261181146974986,0.00261390718807671,0.00260262433066181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +39.101,-44.6368,12853.5,509.291383060026,0.00267833217441455,510.655434557428,0.002674751834265,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00267833217441455,0.00268698690368691,0.00267728494948677,0.00268198765021632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +39.351,-44.6312,12911.5,511.589504211267,0.00268990722995785,512.965632517415,0.0026862959041429,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00268990722995785,0.00271893093008015,0.00269473379221864,0.00270297785845948,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +39.601,-44.6392,13008.5,515.432913722826,0.00270343266116037,516.826351896421,0.00269978495981466,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00270343266116037,0.00273029208496369,0.00270374238802656,0.00270969264274496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +39.8511,-44.6288,13069,517.830091820242,0.00272946593626504,519.243491416638,0.00272574770843061,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00272946593626504,0.00275382590579393,0.0027241680938784,0.00273538273666809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +40.1011,-44.6288,13159.5,521.415953271748,0.00274701931719897,522.848292967681,0.0027432531552044,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00274701931719897,0.00276946593719199,0.0027381915855311,0.00274621431697045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +40.3511,-44.6232,13219,523.773508590694,0.00276724386479662,525.222917618884,0.00276342209438326,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00276724386479662,0.0027870978593814,0.00276583696558855,0.00277540974183181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +40.6011,-44.6232,13314,527.537672545313,0.00278034530129075,529.004409434428,0.00277648729070679,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00278034530129075,0.00279949184652709,0.00278411728428335,0.0027925674290003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +40.8511,-44.6208,13368,529.677302582676,0.00280319861608122,531.162093264245,0.00279927698187759,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00280319861608122,0.00282937020839615,0.00280885735189957,0.0028117649008943,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +41.0999,-44.6208,13458.5,533.263164034182,0.00283211505520411,534.773426669429,0.00282811217332825,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00283211505520411,0.00285592875227963,0.00282821895569425,0.00284006927191607,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +41.3499,-44.6104,13521.5,535.759399077772,0.00282567033563422,537.273278518783,0.00282168563374909,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00282567033563422,0.00285755177440581,0.00282838466365148,0.00283409148900622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +41.5998000000001,-44.6048,13618.5,539.602808589331,0.00286832420331396,541.150564385384,0.00286421841073545,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00286832420331396,0.00288470050815345,0.00287765277298781,0.00287613847036949,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +41.8499,-44.6104,13672.5,541.742438626693,0.00287341213981662,543.299087926497,0.00286929178225719,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00287341213981662,0.00290056186075064,0.00287253504056439,0.00288377142488981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +42.1,-44.6128,13758,545.130186185851,0.00292297712124554,546.723589248173,0.00291871352985271,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00292297712124554,0.00294025212911001,0.00292072218852668,0.00292668805191068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +42.3499,-44.6024,13815.5,547.408495947858,0.00295278394925639,549.024874968379,0.00294843304547933,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00295278394925639,0.00297721276934797,0.00294937467271479,0.00295981751334459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +42.6002,-44.5968,13894.5,550.538695446962,0.00294205688313014,552.158411605331,0.00293773750361143,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00294205688313014,0.00296496632966832,0.00293799796221598,0.00296365811895844,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +42.8499,-44.592,13948.5,552.678325484325,0.00297186371114099,554.320810143766,0.00296745645386833,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00297186371114099,0.00301122246026551,0.00297731441787995,0.00299445297489094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +43.1002,-44.6024,14037.5,556.204752768127,0.00302621983277643,557.887950622038,0.00302165004666856,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00302621983277643,0.00302531324327034,0.00302157328363646,0.00302724706167681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +43.3502,-44.6048,14088.5,558.22551447008,0.00304907314756721,559.927584896538,0.00304443415140456,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00304907314756721,0.00305364235674617,0.00304959183289646,0.00305814278120383,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +43.6002,-44.592,14167.5,561.355713969185,0.00303546291742275,563.059688422422,0.00303086520164199,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00303546291742275,0.00305629821113464,0.0030294539033251,0.00304708599051158,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +43.8502,-44.5944,14220,563.435909838843,0.00305187151264348,565.155443841281,0.00304722400610632,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00305187151264348,0.00306153614617822,0.00304449161707619,0.00304854905683094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +44.1002,-44.584,14305,566.803846008766,0.00311046758136452,568.566870996769,0.00310564008500058,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00311046758136452,0.00314327744235323,0.00310808585329484,0.00312059230287429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +44.35,-44.592,14366.5,569.240646884651,0.00313251530620898,571.023801923933,0.00312761920221961,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00313251530620898,0.00313907233957166,0.00311784897896527,0.0031209421431068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +44.6003000000001,-44.5864,14443.5,572.291600826816,0.00313857843054125,574.087782901151,0.00313366337476571,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00313857843054125,0.00315249915897938,0.00314104379052257,0.00314437331620222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +44.85,-44.5736,14478,573.65858668402,0.00315681020300864,575.469517963508,0.00315183793926013,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00315681020300864,0.0031348672367901,0.00315785788372876,0.00311112561594697,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +45.1003000000001,-44.584,14558.5,576.84822035083,0.003178900327324,578.68196334732,0.00317385830624086,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.003178900327324,0.0031896073466835,0.00317377550467448,0.00318862458819593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +45.3503000000001,-44.5784,14615,579.086907334367,0.00322893170293235,580.956739408212,0.00322372989746983,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00322893170293235,0.00325010180775157,0.00322016520315083,0.00323996616921732,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +45.6003000000001,-44.5784,14701.5,582.514277671994,0.00322227498600811,584.391298857929,0.00321709458343659,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00322227498600811,0.00324051122246025,0.00322308085066862,0.00323985218211275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +45.8503000000001,-44.576,14746.5,584.297302703129,0.00326327527432463,586.204025643895,0.00325796234679232,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00326327527432463,0.00329407095262546,0.00327025781601146,0.00329116639871682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +46.1003000000001,-44.5632,14834.5,587.784107208461,0.00326505605210055,589.703255265031,0.00325973733072662,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00326505605210055,0.0032889067913147,0.00326277474471478,0.00327513655492968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +46.3501,-44.5736,14899,590.339776419755,0.00328799416583282,592.280810160482,0.00328260053260481,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00328799416583282,0.00334733558785859,0.00329570417061715,0.00335146341842013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +46.6004,-44.568,14961.5,592.81620007411,0.00332148974780789,594.785233004991,0.00331598578493898,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00332148974780789,0.00338798491474716,0.00332533006144202,0.00335962511845237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +46.8504,-44.584,15007.5,594.638847883716,0.00336159964723646,596.637785624995,0.00335596210172343,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00336159964723646,0.00345120900393651,0.00336296524592677,0.00342821519849871,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +47.1004,-44.568,15093,598.026595442873,0.00337262350965854,600.043513998065,0.00336694897013373,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00337262350965854,0.00342184705819866,0.00337348534824401,0.00339852630736699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +47.3504,-44.5784,15153.5,600.423773540289,0.00339017689059246,602.459316341908,0.00338444319608893,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00339017689059246,0.00343276557068408,0.00338944360277736,0.00341953192433428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +47.6004,-44.56,15223,603.177556643932,0.00340900225565182,605.23379029509,0.00340320477946574,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00340900225565182,0.00343283934441717,0.00341514855300866,0.00341895744147658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +47.8505,-44.56,15272.5,605.138884178181,0.00343914827942956,607.220046530518,0.00343324793322597,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00343914827942956,0.00346389808601429,0.00342842651265166,0.0034477239465859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +48.1004,-44.5528,15328,607.337948383248,0.00347031189050764,609.445600487079,0.003464304253104,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00347031189050764,0.0034897188925677,0.00347148329532901,0.00349050162823392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +48.3505,-44.5448,15384,609.55682397755,0.003498804334922,611.689544035664,0.00349269775869991,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.003498804334922,0.0035220317876261,0.00349145240839644,0.00351683541536255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +48.6005,-44.5528,15461,612.607777919715,0.00352144565235829,614.765042915871,0.00351525988027027,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00352144565235829,0.0035668862172961,0.00352287173205754,0.00354839967314792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +48.8502,-44.5528,15512,614.628539621669,0.0035435357766735,616.806497841183,0.00353727224610855,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0035435357766735,0.00358621493534465,0.0035417816479994,0.0035655127537795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +49.1005,-44.5528,15579.5,617.303077168372,0.00356880586130276,619.506112008371,0.00356245278444352,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00356880586130276,0.00361137177830107,0.00357294567909385,0.00359403776104116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +49.3505,-44.5472,15630.5,619.323838870326,0.00359098078455976,621.547818875129,0.00358454860701369,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00359098078455976,0.00363202842354385,0.00359339989330088,0.00361301405576379,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +49.6002,-44.5392,15696.5,621.938942249325,0.00362015162050789,624.190455518966,0.00361361464344526,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00362015162050789,0.00365659507663611,0.00361254178780931,0.00363053749199203,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +49.8505,-44.5368,15755.5,624.276686179036,0.00364287773688582,626.550849820774,0.00363625852822415,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00364287773688582,0.00366471018726729,0.00364020737485916,0.00365641721662152,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +50.1002,-44.5416,15821.5,626.891789558035,0.00366284788765823,629.187998825208,0.00365615599627608,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00366284788765823,0.00371649934784014,0.00366104653673587,0.00368420598797218,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +50.3503000000001,-44.5344,15869,628.773871535345,0.00368201244848463,631.08902475762,0.00367525043411362,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00368201244848463,0.00372048312942271,0.00368431702683604,0.00371130041972515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +50.6006,-44.5312,15940,631.587088806692,0.00371385445109648,633.932711327712,0.00370697512094741,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00371385445109648,0.0037580339595247,0.00372034799513353,0.00374685550249165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +50.8506,-44.5344,15982.5,633.271056891653,0.00373166222885535,635.634210575283,0.00372471685053515,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00373166222885535,0.00376400963189861,0.003737995270319,0.00376682719837758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +51.1006,-44.5344,16053,636.064462773766,0.00376736258331487,638.460748231396,0.00376028384610709,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00376736258331487,0.00381388067541321,0.00375979341323338,0.00378866368788646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +51.3506,-44.5264,16065,636.539936115402,0.00377384970235566,638.942142163849,0.00376674659666101,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00377384970235566,0.00382752881602018,0.00377197683186268,0.00379371050746625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +51.6006,-44.5264,16127,638.996548380522,0.00380208774994478,641.426069329377,0.00379487808306128,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00380208774994478,0.00385976793734536,0.00381292850450366,0.0038450254759613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +51.8504,-44.5184,16173,640.819196190127,0.00382053151976666,643.267466127643,0.00381325182486449,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00382053151976666,0.00386744040557842,0.0038190060295214,0.00384569457441108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +52.1006,-44.5208,16249,643.830527353823,0.0038421128504317,646.304196896469,0.00383475078608345,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0038421128504317,0.0038979827310446,0.00385009886763858,0.00388323638289926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +52.3507000000001,-44.5104,16296.5,645.712609331133,0.00388120516255946,648.218752443999,0.00387369271775485,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00388120516255946,0.00392136900440879,0.00388528528165749,0.00391198131628871,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +52.6006,-44.5048,16360.5,648.248467153192,0.00390215050116177,650.778030234171,0.00389455685983879,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00390215050116177,0.00395471473172922,0.00389811553167036,0.00392813179601686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +52.8507000000001,-44.5048,16406.5,650.071114962797,0.0039324661228228,652.627497599814,0.00392475418925259,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0039324661228228,0.00395648530132144,0.00392725995822056,0.00395065031186565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +53.1007000000001,-44.5104,16481,653.023011958789,0.00395209707782848,655.603822296106,0.00394430805740415,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00395209707782848,0.00399669198581176,0.00394827047325755,0.00398508042945621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +53.3507000000001,-44.4968,16523,654.687168654515,0.00398258229737294,657.294514182716,0.00397467280966427,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00398258229737294,0.00402981639193319,0.00398395277342257,0.00401529970574766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +53.6007000000001,-44.5104,16587.5,657.242837865809,0.004001534860845,659.87281799357,0.00399355001423057,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.004001534860845,0.00404457113853527,0.00400706973621301,0.00404660729115984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +53.8507000000001,-44.5024,16643.5,659.461713460111,0.00403418245340286,662.122102333243,0.00402606695830602,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00403418245340286,0.00407135100361787,0.0040307447758344,0.0040592741899789,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +54.1007000000001,-44.5,16711,662.136251006815,0.00405843495073192,664.823487910048,0.00405022171802183,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00405843495073192,0.0041090493811859,0.00406255573593075,0.00409512738374061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +54.3507000000001,-44.4968,16762,664.157012708768,0.00411618303003576,666.890804533759,0.00410773472391551,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00411618303003576,0.00417116686438027,0.00410713387629173,0.00414577707210811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +54.6008,-44.4864,16826,666.692870530828,0.00410897511999044,669.432294948514,0.00410055633555995,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00410897511999044,0.00414814945968111,0.00410335320157338,0.00413410926502087,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +54.8508,-44.4944,16863.5,668.178724723441,0.00411821820463676,670.930430511548,0.00410976155365193,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00411821820463676,0.00415936306709874,0.00411510012311845,0.00415151681454526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +55.1008,-44.4968,16936,671.051376162493,0.00416485762257687,673.846209601644,0.00415620860935806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00416485762257687,0.00421388185579302,0.0041652434942423,0.00420034215058831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +55.3508,-44.492,16967,672.279682295053,0.00417304072045178,675.085132784803,0.00416435773394699,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00417304072045178,0.00423114490931739,0.00417511224587405,0.00421735274850777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +55.6005,-44.492,17018.5,674.320255386241,0.00419254447704491,677.14737304872,0.00418378025018354,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00419254447704491,0.00424449795499202,0.00419586889614512,0.00423168658780407,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +55.8508,-44.484,17059.5,675.944789303498,0.00417651747706182,678.767884529553,0.00416782003620982,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00417651747706182,0.00423601397569594,0.00418037242168778,0.00421131697288393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +56.1008,-44.4816,17118.5,678.282533233209,0.00426343639231378,681.174347669666,0.00425437369706358,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00426343639231378,0.00431347639535643,0.0042583642045024,0.00429469511112249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +56.3505,-44.4896,17166.5,680.184426599754,0.00427102589759672,683.089511900904,0.00426193095378527,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00427102589759672,0.00436888046884682,0.00426778211122072,0.00436558235381635,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +56.6008,-44.4784,17232,682.779718589518,0.00428883367535573,685.708047239455,0.00427966284031546,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00428883367535573,0.00436511800846324,0.00429121984749984,0.00434561266658971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +56.8508,-44.476,17284.5,684.859914459176,0.00440382104031337,687.875914960139,0.0043941525954439,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00440382104031337,0.00446139273004133,0.00439981355463171,0.0044458907753967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +57.1008,-44.468,17345.5,687.276903945826,0.00437057985516339,690.280702537131,0.00436105660901731,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00437057985516339,0.00441284961372071,0.00436346434319575,0.0043888498844979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +57.3508,-44.4712,17375,688.445775910682,0.00442328239743561,691.490965992857,0.00441352843629089,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00442328239743561,0.00449791072788116,0.00442041156483683,0.00447568988518706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +57.6008,-44.4736,17447.5,691.318427349734,0.00441895765140851,694.373334203831,0.00440922272632436,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00441895765140851,0.00447430313331797,0.0044184919842231,0.00446741637049245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +57.8508,-44.4816,17490,693.002395434695,0.00447530654817421,696.103793592884,0.00446532214159447,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00447530654817421,0.00455029007831818,0.00448305617118565,0.00453090958385849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +58.1006,-44.4656,17544,695.142025472058,0.0045010854264538,698.270919112226,0.0044909858361844,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0045010854264538,0.00457507805260957,0.0045056933235362,0.00457370070482505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +58.3509,-44.468,17578.5,696.509011329262,0.00456693180469105,699.689920485356,0.00455653501390868,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00456693180469105,0.0046148420947019,0.00456484908541034,0.00460463369145179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +58.6006,-44.4528,17641.5,699.005246372852,0.00453449620948723,702.174883012941,0.00452424635515382,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00453449620948723,0.00456659407331336,0.00452463827838359,0.00456361201667132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +58.8509,-44.46,17691,700.966573907101,0.00456031748723771,704.163204032059,0.0045499507445891,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00456031748723771,0.00458857864575037,0.00456257644871797,0.00459238167053669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +59.1009,-44.4552,17750,703.304317836812,0.00460288655597581,706.541547826143,0.00459232566829735,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00460288655597581,0.00466036048796889,0.00459428576021848,0.00464563158487858,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +59.3507000000001,-44.4576,17791,704.928851754069,0.00462451028611174,708.188802479983,0.00461385009123808,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00462451028611174,0.00468750922171666,0.00462726823208161,0.00466924718439415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +59.6009,-44.4472,17853.5,707.405275408424,0.00466669775961191,710.70652202231,0.00465584248471239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00466669775961191,0.00472528137301777,0.00467064722467298,0.00472041317116898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +59.8507000000001,-44.4448,17899.5,709.227923218029,0.00468632871461773,712.551598399814,0.00467538206262405,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00468632871461773,0.0047370851702993,0.00469507565861502,0.00472994609570486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +60.1007000000001,-44.4472,17954,711.387364644626,0.00469612299238512,714.728127204226,0.00468513060776461,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00469612299238512,0.00475656143581389,0.00469653129373192,0.00475370219152896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +60.3507000000001,-44.4496,17985,712.615670777187,0.00472605701880852,715.983533069777,0.00471492427354909,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00472605701880852,0.00479440736084809,0.00473945609567121,0.00478835723937056,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +60.6007000000001,-44.4392,18033,714.517564143731,0.00478503468276719,717.936555469605,0.00477362279401913,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00478503468276719,0.00484767199608122,0.00479262436888241,0.00483248370855917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +60.8507000000001,-44.4448,18075.5,716.201532228692,0.00478524668012138,719.628733233087,0.00477383378176741,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00478524668012138,0.004839409337984,0.00478331953429679,0.00482726678248442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +61.101,-44.4368,18130,718.36097365529,0.00482603497108356,721.827808836012,0.00481442699632598,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00482603497108356,0.0049023383322414,0.00482824444571872,0.00488296779127984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +61.351,-44.4392,18170.5,719.965696183312,0.00486597527262853,723.469031458081,0.00485417468039563,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00486597527262853,0.00491930629083383,0.00486121381932174,0.00491235122024077,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +61.601,-44.4288,18225,722.12513760991,0.00485321303190128,725.629764738422,0.00484147415904741,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00485321303190128,0.00490137927371234,0.00485653250375243,0.00489020568520358,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +61.851,-44.4416,18264.5,723.690237359462,0.00492215457151094,727.252352569639,0.00491008037320262,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00492215457151094,0.00498769454133394,0.00492776023138808,0.00497785164043109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +62.951,-44.4232,18476.5,732.090266395034,0.00503811712429833,735.778622902691,0.00502546827867417,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00503811712429833,0.00512388085247027,0.00504063792745135,0.00510786082773786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +64.0501,-44.4104,18675.5,739.9751993105,0.00513996065329094,743.778642719367,0.00512679614629503,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00513996065329094,0.0052071713970385,0.00514817290139338,0.00520381660405142,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +65.0499,-44.408,18866,747.523338608974,0.00523616505266012,751.437494190646,0.00522250400733915,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00523616505266012,0.00528625683882517,0.00523590546631569,0.00527441381010515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +66.0499,-44.3976,19047,754.695061511986,0.00540618693078712,758.775084090262,0.00539162595820664,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00540618693078712,0.00549061007926248,0.00540854343302118,0.0054696884381981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +67.0502,-44.392,19210,761.153574402544,0.00553300374811315,765.365039982603,0.00551775291230053,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00553300374811315,0.00560274615343749,0.0055293638779001,0.00558893115737215,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +68.0503,-44.376,19374.5,767.671521460806,0.00565240065803984,772.01070847387,0.00563648578477004,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00565240065803984,0.00573288301846708,0.00564984459177055,0.00571559011955499,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +69.0501,-44.3632,19538.5,774.169657129834,0.0057817190441463,778.645688579862,0.00576506905281537,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0057817190441463,0.0058757089655743,0.00578647542778994,0.00584665718346428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +70.0501,-44.3528,19698.5,780.509301684982,0.00593083798314189,785.138375897611,0.00591331979445133,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00593083798314189,0.00600835413752605,0.00592906988139879,0.00599782560257776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +71.0502,-44.3576,19851,786.551775401609,0.00601487373437578,791.282785016199,0.00599685659248039,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00601487373437578,0.00612506418314779,0.00601865703245401,0.006106718198411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +72.0502,-44.3552,20002,792.53481495053,0.00610832216813929,797.375872929714,0.00608974199236153,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00610832216813929,0.00621322379409457,0.00612652926749489,0.00620666994428433,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +73.0505000000001,-44.3288,20140.5,798.022569768581,0.00633617692451192,803.078981960388,0.00631618774770926,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00633617692451192,0.00643122517513886,0.0063373381067485,0.00644306206830414,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +74.0503,-44.3288,20280,803.549947365101,0.0064311093397555,808.717664936561,0.00641051799240467,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0064311093397555,0.00652742612298373,0.00643481543396897,0.00649983239268887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +75.0506,-44.3104,20413,808.819776901568,0.00646269694554211,814.046934003244,0.00644190326041091,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00646269694554211,0.00654874673182362,0.00646457615584101,0.00654181162229092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +76.0506,-44.3104,20538,813.772624210278,0.00670500992147612,819.228977729433,0.0066826313192582,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00670500992147612,0.00682702125273711,0.00670358146587822,0.00680426044337939,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +77.0504,-44.2944,20663.5,818.745282908223,0.00683894984990596,824.344640837879,0.00681567031051288,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00683894984990596,0.00697530645608692,0.00684034441910604,0.0069552725797149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +78.0507,-44.2864,20786.5,823.618884659994,0.00693562064345442,829.331192798781,0.00691167985898874,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00693562064345442,0.00707298287859206,0.00694959283751737,0.00706556238917235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +79.0508,-44.276,20897,827.997201680893,0.00711831996336687,833.89115069123,0.00709310431513676,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00711831996336687,0.00727977065221884,0.00712177703696868,0.00725479489700023,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +80.0508,-44.2712,21008.5,832.415141480263,0.00730466563777281,838.495655760596,0.00727811578121863,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00730466563777281,0.0074490813694766,0.00729513628276385,0.00741934919651893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +81.0506,-44.2712,21107,836.317985159526,0.00741464986516958,842.518990195428,0.00738729647617654,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00741464986516958,0.00758755466633622,0.00742478882976626,0.00756779071422345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +82.0506,-44.2528,21220.5,840.815170515835,0.00758908128826547,847.196185193287,0.00756042908217116,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00758908128826547,0.00776077539144346,0.00759853424771783,0.00776364473303321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +83.0507,-44.2288,21308,844.282163631932,0.00782198158166987,850.886123165593,0.00779154847883593,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00782198158166987,0.00802222950123056,0.0078150661418119,0.00799356839381454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +84.051,-44.2312,21391.5,847.59066563415,0.00790885809745093,854.294139933374,0.00787774700705681,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00790885809745093,0.00808478962682306,0.00791598202392533,0.00808075079317096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +85.0508,-44.2184,21493.5,851.632189038057,0.00814667672947439,858.570161174565,0.00811367169168814,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00814667672947439,0.00843550995355205,0.00815933970073269,0.00840896626738953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +86.0508,-44.2128,21567.5,854.564274644814,0.00822545494632234,861.593454584641,0.00819181026110239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00822545494632234,0.00843078843463941,0.00823297126461245,0.00842500300936393,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +87.0499,-44.2024,21656,858.07089053938,0.00843643471329466,865.309949586794,0.00840104689003239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00843643471329466,0.00865852794844105,0.00843649666982781,0.00864200421342377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +88.0499,-44.1896,21742,861.478449487773,0.00861116293268669,868.89678077931,0.00857429834927707,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00861116293268669,0.00883964246298034,0.00862343134752827,0.00884960520941248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +89.0499,-44.192,21801,863.816193417484,0.00875591472618428,871.379694346145,0.00871780400607999,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00875591472618428,0.00900305128159726,0.00877624679200093,0.00899751050114192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +90.0502,-44.1864,21876.5,866.807713191944,0.00892644539796146,874.545224914284,0.00888684019884598,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00892644539796146,0.00917575559057355,0.00893522364987461,0.0091609438337921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +91.0500000000001,-44.1576,21947.5,869.620930463292,0.00915128979190333,877.579083607066,0.0091096704604871,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00915128979190333,0.00939220772322461,0.00915706932144669,0.00939022326606763,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +92.0501,-44.1528,21999.5,871.681314943715,0.00933708427318819,879.820276840708,0.0092937631549973,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00933708427318819,0.00962865253752133,0.00934537792865584,0.00962258773505187,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +93.0504,-44.1528,22046,873.523774142555,0.00951473805606903,881.83512403927,0.00946975802631421,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00951473805606903,0.00983994050886175,0.00952721743647103,0.00982220709414266,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +94.0504,-44.1448,22116.5,876.317180024668,0.00967008971728033,884.791245776301,0.00962363364917062,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00967008971728033,0.00996402792778434,0.00968380975276716,0.00996112572456205,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +95.0502,-44.1312,22174,878.595489786674,0.00987852551600162,887.274717750776,0.00983005185360423,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00987852551600162,0.0102097682324404,0.00989379580014592,0.0101895616457677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +96.0505000000001,-44.1184,22216.5,880.279457871635,0.0100551617115818,889.130810171918,0.0100049449178145,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0100551617115818,0.010378119891169,0.0100668976179368,0.010366823460809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +97.0503,-44.1104,22279,882.755881525991,0.0102281091531978,891.784805037866,0.0101761559994806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0102281091531978,0.0105551768503927,0.0102380085366638,0.0105513718481686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +98.0506,-44.108,22330.5,884.796454617179,0.0104404881027084,894.034161474928,0.0103863626118674,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0104404881027084,0.0107910314748254,0.0104625382522878,0.0107841971941686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +99.0504,-44.0944,22373,886.48042270214,0.010617633091939,895.892746573578,0.0105616618650917,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.010617633091939,0.0109633669151367,0.010630268161002,0.0109598010380468,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +100.0504,-44.0872,22429,888.699298296442,0.0108068195308921,898.303311230362,0.0107488431760332,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0108068195308921,0.0111728105431517,0.0108284782150939,0.0111600229862903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +101.0505,-44.0816,22462,890.006849985942,0.0109735342502926,899.773370637258,0.0109137619017162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0109735342502926,0.0113255221704822,0.0109867218573053,0.0113311869550626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +102.0505,-44.0736,22517.5,892.205914191009,0.0112211471600836,902.217488051243,0.0111586571269928,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0112211471600836,0.0116195104965267,0.0112304223029889,0.0115873931787816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +103.0506,-44.0656,22567,894.167241725258,0.0114245374217729,904.382688839672,0.0113597702175606,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0114245374217729,0.0118159699475321,0.0114311369570874,0.0117969218947121,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +104.0506,-44.0552,22600,895.474793414758,0.0115478774824891,905.815626617769,0.0114817096567346,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0115478774824891,0.0119317209346247,0.0115673625097742,0.0119398597338301,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +105.0506,-44.0472,22657.5,897.753103176764,0.0117877312891136,908.33557552098,0.0117187971737123,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0117877312891136,0.0122009212863778,0.0118056909370459,0.0121897023145248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +106.0509,-44.0368,22703.5,899.575750986369,0.0119816240693317,910.354129456575,0.0119104126661576,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0119816240693317,0.0123955363940581,0.0119973648369801,0.0123794609103458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +107.0507,-44.0208,22715,900.031412938771,0.012211598799247,911.022235460299,0.0121376387316404,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.012211598799247,0.012610955694447,0.0122207223731366,0.0125992541958392,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +108.0508,-44.0104,22762.5,901.91349491608,0.012373437579499,913.073265247532,0.0122975122639334,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.012373437579499,0.0127942096472435,0.01239002254543,0.0127878527951572,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +109.0508,-44.0024,22797.5,903.300292162519,0.0125956532062481,914.677949383701,0.0125169878387975,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0125956532062481,0.0130474748726665,0.0126103638809304,0.0130375377705293,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +110.0501,-44.0024,22853,905.499356367587,0.0127650390923121,917.058091049683,0.0126842527483053,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0127650390923121,0.0132167118161913,0.0127846030200652,0.0131960164110319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +111.0502,-43.992,22891,907.005021949434,0.0129672845682886,918.766414173919,0.0128839291559789,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0129672845682886,0.0134165648589151,0.0129921580397019,0.0134199215309017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +112.0502,-43.9792,22922.5,908.253139471229,0.0131784763326154,920.222531973774,0.0130923956633419,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0131784763326154,0.013632205480503,0.0131936515772192,0.013625969968915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +113.05,-43.976,22968.5,910.075787280834,0.0133880993165205,922.25997230651,0.0132992706677671,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0133880993165205,0.0138663633090765,0.0133932439891863,0.0138327103803326,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +114.0503,-43.9576,23011,911.759755365796,0.0135735122025677,924.135537531064,0.0134822172864999,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0135735122025677,0.0140468876337518,0.0135915905996149,0.014039754320617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +115.0503,-43.9576,23031,912.552210935189,0.013758882689144,925.107909753165,0.013665088617871,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.013758882689144,0.0142575854152281,0.0137753311263126,0.0142364215850438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +116.0504,-43.9448,23075,914.295613187855,0.0139660041042688,927.064669474152,0.0138693780825752,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0139660041042688,0.0144575122316849,0.0139817451512876,0.0144536711279434,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +117.0504,-43.932,23108,915.603164877355,0.0141236453369062,928.534819247432,0.0140248359372103,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0141236453369062,0.0145502458140785,0.0141473223439865,0.0145640284934323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +118.0503,-43.924,23134,916.633357117566,0.0143871580482675,929.82110609873,0.0142846449679572,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0143871580482675,0.0148944002785696,0.0144104370601252,0.01489543722059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +119.0505,-43.916,23175.5,918.277702424058,0.0145755388972745,931.66209479424,0.0144703367500999,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0145755388972745,0.015061055141439,0.0145838529859602,0.0150587924968622,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +120.0506,-43.9,23210,919.644688281262,0.0148388820107525,933.291187302483,0.0147298629584908,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0148388820107525,0.0153504694960368,0.0148495477232903,0.0153369738836386,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +121.0506,-43.9,23231.5,920.49657801836,0.014965868425962,934.272608691531,0.0148549847618048,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.014965868425962,0.0154913035523528,0.0149885904143916,0.0154950568677532,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +122.0506,-43.892,23267.5,921.922998043269,0.015218696470668,935.953464319818,0.0151040537877295,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.015218696470668,0.0157520936985428,0.015235675808941,0.0157390031705292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +123.0507,-43.8816,23293.5,922.95319028348,0.0154259450842054,937.190615512085,0.0153081747944442,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0154259450842054,0.0159440529518346,0.0154411241643036,0.0159433013721692,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +124.0505,-43.8736,23336.5,924.656969757677,0.0156101283855978,939.090983768232,0.0154895436084237,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0156101283855978,0.0161388156069807,0.0156362473609266,0.0161514408467806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +125.0505,-43.8528,23366,925.825841722532,0.0158256448959517,940.477632729128,0.0157017250753418,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0158256448959517,0.0163731947567532,0.0158502765738748,0.0163723549048168,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +126.0508,-43.8472,23394,926.935279519683,0.0160395502264131,941.802904492173,0.0159122757868408,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0160395502264131,0.0165761462962635,0.0160530247737463,0.0165789579738352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +127.0506,-43.8472,23425.5,928.183397041478,0.0162323830198599,943.25002545493,0.0161020464478148,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0162323830198599,0.0168079433653807,0.0162636723057061,0.0168047507926108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +128.0509,-43.8344,23443.5,928.896607053932,0.0164507402947611,944.177643897261,0.0163168927986667,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0164507402947611,0.0170108949048909,0.0164797982753718,0.0170260823542927,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +129.0507,-43.8288,23484,930.501329581954,0.016645311466513,945.98981403285,0.0165082966156948,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.016645311466513,0.0172285274172702,0.0166806703891802,0.0172392206527312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +130.051,-43.8184,23505.5,931.353219319052,0.0168464969557181,947.043258493009,0.0167061685609155,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0168464969557181,0.0174353889646299,0.0168793573552017,0.0174465602529438,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +131.0508,-43.8024,23532,932.403222948499,0.0170578583179282,948.308025020734,0.0169140066162527,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0170578583179282,0.0176551609152664,0.017077019549392,0.0176385504753167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +132.0501,-43.8024,23557,933.393792410241,0.0172600613944338,949.504226572425,0.0171127986292535,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0172600613944338,0.0178508088552088,0.0172874535594019,0.0178564697934032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +133.0502,-43.792,23585,934.503230207392,0.0174634940555942,950.822921813052,0.0173127596129393,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0174634940555942,0.0180438747144956,0.017485417374597,0.0180668159115857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +134.0502,-43.7768,23596,934.939080770558,0.0176689618913556,951.458483759432,0.0175146804617363,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0176689618913556,0.018269696111239,0.0176844063265347,0.0182684112394712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +135.0502,-43.7712,23632.5,936.385312184702,0.0178480996557164,953.098010552724,0.0176906925111633,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0178480996557164,0.0184471957128609,0.0178804611836447,0.018459055750051,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +136.05,-43.7632,23663.5,937.613618317262,0.0180197327137357,954.509165108098,0.0178593017457088,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0180197327137357,0.018611416042541,0.01804355108778,0.0186240313396479,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +137.0503,-43.7552,23692,938.742867503648,0.0182950748774655,955.917238555314,0.018129733571261,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0182950748774655,0.0189287168682165,0.0183210214831656,0.0189384511758659,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +138.0504,-43.7424,23701.5,939.11928389911,0.0184833285280599,956.477334150454,0.0183145878988753,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0184833285280599,0.0191267255676151,0.0185064653456757,0.0191292526626506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +139.0505,-43.732,23734.5,940.426835588609,0.0186890507606464,958.002520455599,0.0185165563089885,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0186890507606464,0.0193264310628728,0.0187018837427719,0.0193142018756987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +140.0505,-43.724,23761,941.476839218055,0.0188884130726049,959.259842655496,0.0187122419367826,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0188884130726049,0.0195141114396502,0.0189074769464096,0.0195169400008299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +141.0502,-43.7208,23784,942.388163122858,0.0191039719824297,960.391520187731,0.0189237823843422,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0191039719824297,0.0197461298299662,0.0191244269781139,0.0197533028699951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +142.0505,-43.7104,23801.5,943.081561746078,0.0192469853976222,961.233038793772,0.0190641050455693,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0192469853976222,0.0199102763859134,0.0192745053378168,0.0198980692468859,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +143.0504,-43.6976,23829.5,944.190999543229,0.0195242779370114,962.625647043936,0.0193361243211849,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0195242779370114,0.0201955594114626,0.0195507275282242,0.0201936541831988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +144.0506,-43.684,23843,944.725907052569,0.0196848871326086,963.32272990415,0.0194936453824671,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0196848871326086,0.0203526974627737,0.0197106293717054,0.0203502197184153,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +145.0507,-43.6768,23876,946.033458742069,0.0199150314604074,964.873744835515,0.0197193213365378,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0199150314604074,0.0206318572684832,0.0199341827065706,0.0206059214195001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +146.0507,-43.6712,23893.5,946.726857365288,0.0201470413649238,965.800602521911,0.0199467751072905,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0201470413649238,0.0208214557623188,0.0201750076293745,0.0208264973213719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +147.0508,-43.6688,23920,947.776860994735,0.0203666706239506,967.079920147617,0.0201620437022375,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0203666706239506,0.0210383505373678,0.0203868575082078,0.0210416289909043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +148.0506,-43.6656,23938,948.490071007189,0.0205394484676831,967.97153394275,0.0203313585399254,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0205394484676831,0.0212556141810821,0.0205688943061135,0.0212458367844931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +149.0508,-43.6448,23969.5,949.738188528984,0.0207397859674712,969.435555284209,0.0205276447677494,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0207397859674712,0.021441007572136,0.0207591712562897,0.0214388331393775,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +150.0509,-43.6264,23981,950.193850481385,0.0209637399725251,970.113467286369,0.0207470243232106,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0209637399725251,0.0216695585970007,0.0209821593545296,0.0216720161451521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +151.0509,-43.6264,24005.5,951.164608553892,0.0211683598188694,971.299203234735,0.0209474225707579,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0211683598188694,0.0218874124305789,0.0212040426489667,0.0219010100179606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +152.0507,-43.6264,24030,952.135366626399,0.0213462255991046,972.459862963292,0.0211215861061907,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0213462255991046,0.0220834292391863,0.0213754630136789,0.0220832487890143,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +153.0508,-43.608,24051.5,952.987256363497,0.0216154198395605,973.586476011545,0.0213851194354776,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0216154198395605,0.0223567609199879,0.0216412872947526,0.0223540479417235,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +154.0508,-43.6024,24073,953.839146100596,0.0217997727388363,974.632622714995,0.0215655555019662,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0217997727388363,0.0225514498014011,0.0218209362053707,0.0225381676968199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +155.0499,-43.6056,24089.5,954.492921945345,0.022010964503163,975.502231768804,0.0217722202006391,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.022010964503163,0.0227429664122948,0.0220390148100571,0.0227537866475905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +156.0502,-43.584,24101,954.948583897747,0.0222132099791395,976.16105731115,0.0219700903551563,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0222132099791395,0.0229915101188053,0.0222402453660442,0.0229790008327127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +157.0502,-43.5768,24125.5,955.919341970254,0.0224117243016807,977.343142717135,0.0221642720066041,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0224117243016807,0.0231483530751843,0.0224373510927701,0.0231530228513646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +158.0503,-43.5632,24150,956.890100042761,0.0226357207062057,978.549997093862,0.0223833343134153,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0226357207062057,0.0234168894633403,0.0226633425504217,0.023414737228857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +159.05,-43.5632,24166.5,957.543875887511,0.0228397893594288,979.413976315193,0.022582866063266,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0228397893594288,0.023607594563171,0.0228638881797474,0.0236009390636931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +160.0503,-43.5472,24186.5,958.336331456904,0.0230808303512372,980.455529742688,0.0228184968991854,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0230808303512372,0.0238584252554046,0.0231025078376349,0.0238551133035833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +161.0504,-43.5424,24188.5,958.415577013844,0.0232347828299104,980.684154806564,0.0229689648699834,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0232347828299104,0.0240130549997934,0.0232740269980684,0.0240247724800852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +162.0504,-43.5288,24222.5,959.762751481813,0.0234581008429014,982.276962891334,0.0231871881468205,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0234581008429014,0.0242532622744737,0.0234789946185879,0.0242385751256954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +163.0505,-43.5184,24245.5,960.674075386615,0.0236580567474518,983.401757177917,0.02338254189306,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0236580567474518,0.0244358522636732,0.0236871534527703,0.0244372273307976,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +164.0503,-43.5136,24247,960.73350955432,0.0238645421705138,983.660974907705,0.0235842348305358,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0238645421705138,0.024703208272101,0.023904858267521,0.0246945479299544,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +165.0503,-43.5056,24259,961.208982895956,0.0240877329850924,984.362328218826,0.0238021996905278,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0240877329850924,0.0249097747245288,0.0241138450650362,0.0249057337703279,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +166.0503,-43.492,24288.5,962.377854860811,0.0243285619795465,985.791124150535,0.0240373364604859,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0243285619795465,0.0251745486523015,0.0243499512667001,0.02515686215469,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +167.0504,-43.4896,24308,963.15049904097,0.0245263979105541,986.773111428198,0.0242304549930276,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0245263979105541,0.0253620077078798,0.0245610493325608,0.0253426604831093,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +168.0505,-43.4816,24323,963.744840718015,0.0247276681987009,987.5760033675,0.0244268877264038,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0247276681987009,0.0255829600382443,0.0247597526506247,0.0255763918004795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +169.0505,-43.4664,24336,964.259936838121,0.0249087563387208,988.278452652012,0.0246035904218897,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0249087563387208,0.0257334584535846,0.0249351060853576,0.0257261138865127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +170.0505,-43.4584,24342.5,964.517484898174,0.0251252056374335,988.751185047141,0.0248147569718414,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0251252056374335,0.0259935108624444,0.0251589708915705,0.0259863266590115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +171.0508,-43.4448,24367,965.488242970681,0.0253018842324848,989.91691472215,0.0249870904299403,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0253018842324848,0.0261672480036827,0.0253216446208532,0.0261570748929135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +172.0509,-43.4344,24387,966.280698540075,0.0255218950867494,990.942013152566,0.0252016489476708,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0255218950867494,0.0263746997409067,0.0255525711302355,0.0263752943556711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +173.0509,-43.432,24392,966.478812432423,0.0257181198378644,991.334830351317,0.0253929720013222,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0257181198378644,0.0264535638614941,0.0257492662619684,0.0264665878358284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +174.051,-43.4184,24411.5,967.251456612582,0.025971075080983,992.372016814458,0.0256395544223114,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.025971075080983,0.0268652212916896,0.0259935968101488,0.0268606404165077,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +175.0507,-43.4184,24413.5,967.330702169521,0.0262160592235808,992.690301146385,0.0258783086174492,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0262160592235808,0.0271086746106222,0.0262423891200911,0.0270881937944161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +176.0511,-43.4056,24431.5,968.043912181976,0.0263931194138697,993.593610754065,0.0260508306860154,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0263931194138697,0.0272759934370888,0.0264293753273204,0.0272759077015339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +177.0498,-43.3848,24453,968.895801919074,0.0266167342231569,994.684643968686,0.0262686716377042,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0266167342231569,0.0275092659808661,0.0266487227276794,0.0275048857856051,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +178.0499,-43.3896,24456,969.014670254483,0.0268325899292777,995.015843536876,0.0264789088267859,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0268325899292777,0.0277169390392888,0.0268673016412443,0.0277253084144803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +179.0502,-43.3736,24471,969.609011931528,0.027013593270356,995.801635411118,0.0266551667598556,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.027013593270356,0.0278963567579691,0.0270505781507949,0.0278958173190807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +180.0502,-43.3736,24487.5,970.262787776278,0.027209012431525,996.662680030729,0.0268454276996545,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.027209012431525,0.0281181943731298,0.0272383427945537,0.0281058151943669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +181.0503,-43.3584,24497,970.63920417174,0.0274690059868053,997.301698282161,0.027098502443568,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0274690059868053,0.0283898292580723,0.0275119782056139,0.0283700416405291,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +182.0503,-43.3504,24503.5,970.896752231793,0.0276628987670233,997.754570802013,0.0272871937682901,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0276628987670233,0.0285888707897332,0.0276940762795802,0.0285585411277861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +183.0504,-43.3424,24512,971.233545848785,0.0278857503858352,998.317122074674,0.0275040230997456,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0278857503858352,0.0288434639423502,0.0279191441195478,0.028820221186427,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +184.0501,-43.324,24505.5,970.975997788732,0.0280811271475332,998.24209823984,0.0276940813778444,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0280811271475332,0.029005839928705,0.0281213346664535,0.0289991638617862,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +185.0502,-43.3424,24520.5,971.570339465777,0.0282666248325221,999.033353749862,0.0278744960818393,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0282666248325221,0.029191085772293,0.0283114506423437,0.0291935328536179,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +186.0502,-43.3136,24540,972.342983645936,0.0284553872767668,1000.01137981143,0.0280580526769099,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0284553872767668,0.0293837089891818,0.0284877367344089,0.0293786403255352,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +187.0503,-43.308,24546.5,972.600531705989,0.0286740413479639,1000.48891956718,0.0282706344123884,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0286740413479639,0.0295946280918572,0.0287138748103046,0.0295942750423705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +188.0503,-43.292,24556.5,972.996759490686,0.0288762444244696,1001.09325174196,0.0284671818100923,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0288762444244696,0.0298180149554112,0.0289222613509308,0.0298127469197983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +189.0506,-43.2848,24579.5,973.908083395488,0.0290768787205535,1002.22629062135,0.0286621661316136,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0290768787205535,0.0299633492094407,0.0291209260648236,0.0299767612547587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +190.0504,-43.2712,24584.5,974.106197287837,0.0292803113817139,1002.62833006328,0.028859831204324,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0292803113817139,0.0302311478602666,0.0293250773235313,0.0302075651677896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +191.0505,-43.2712,24599,974.680727575647,0.0294963790851891,1003.43027980325,0.0290697303208907,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0294963790851891,0.0304565266146119,0.0295441064640321,0.0304627239468212,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +192.0505,-43.2608,24592.5,974.423179515594,0.0297428472092669,1003.40529926109,0.029309108166949,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0297428472092669,0.0307137018478845,0.0297859136512322,0.0306920717427804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +193.0508,-43.2528,24607.5,975.017521192639,0.0298681376456421,1004.13947872253,0.0294307723428065,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0298681376456421,0.0308080584524042,0.0299126616484884,0.0308090864422832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +194.0506,-43.24,24624,975.671297037389,0.0300768278411886,1005.01639466797,0.0296333895969149,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0300768278411886,0.031023182657861,0.0301145904839644,0.0310117719237835,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +195.0509,-43.2184,24635.5,976.12695898979,0.0303325814493836,1005.73540947829,0.0298816447333505,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0303325814493836,0.0312868499796384,0.0303708219502356,0.0312757365996708,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +196.0509,-43.2216,24640.5,976.325072882139,0.0305392364703288,1006.1412951548,0.030082195800953,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0305392364703288,0.0315163600630323,0.0305888546198624,0.0315024161217974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +197.051,-43.216,24661.5,977.157151230002,0.0307652680494548,1007.21965291403,0.0303015050583057,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0307652680494548,0.0317396731528533,0.0308070682143898,0.0317281862217811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +198.0508,-43.208,24657,976.978848726888,0.030971668673575,1007.23751393075,0.0305017251941857,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.030971668673575,0.0319345095817325,0.031003247608854,0.0319125169978986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +199.051,-43.1976,24683,978.0090409671,0.0311257483506607,1008.45030426091,0.0306511649598343,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0311257483506607,0.0320963691519562,0.0311699821523583,0.0320954329132791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +200.0501,-43.1816,24684.5,978.068475134805,0.0313635669826841,1008.74419126835,0.0308817781623459,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0313635669826841,0.0323268382938791,0.0314153592896469,0.0323174512327311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +201.0499,-43.1848,24694.5,978.464702919501,0.0316599816834286,1009.44287749181,0.0311691376575643,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0316599816834286,0.0326794029639334,0.0317081552206019,0.0326706588717738,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +202.0502,-43.1608,24699.5,978.66281681185,0.0318181741091872,1009.80208071136,0.0313224636577688,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0318181741091872,0.0328305653428709,0.0318644555955021,0.0327992181218118,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +203.05,-43.1664,24712.5,979.177912931956,0.0319817088682733,1010.49369587359,0.0314809429374481,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0319817088682733,0.0329700714719926,0.0320334571604531,0.0329646697816967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +204.0503,-43.1528,24720.5,979.494895159713,0.0322671845055375,1011.10043766406,0.0317575332652915,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0322671845055375,0.0332944545760371,0.0323112824379943,0.033257720127658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +205.0501,-43.1504,24722,979.554329327418,0.0324843545952546,1011.37451950661,0.0319678928038659,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0324843545952546,0.0334976274367463,0.0325317034554501,0.0334811269578654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +206.0501,-43.132,24732.5,979.970368501349,0.0326581076268169,1011.97434626696,0.0321361650031457,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0326581076268169,0.033673135147577,0.0327214115566523,0.0336551322872334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +207.0502,-43.1136,24734,980.029802669054,0.0329069077217917,1012.27955295009,0.0323770677046625,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0329069077217917,0.0339152605393154,0.0329539329822938,0.0338936741704876,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +208.0505,-43.1296,24740.5,980.287350729107,0.0331172938961722,1012.7518150259,0.0325807305416641,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0331172938961722,0.0341370981544762,0.0331697432141405,0.03411930851014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +209.0503,-43.116,24753.5,980.802446849213,0.0333255600970099,1013.48823773498,0.0327823003079322,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0333255600970099,0.0343185077639477,0.0333778221139337,0.0343183931630273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +210.0503,-43.1,24760,981.059994909265,0.0335630819327375,1013.98739189934,0.0330121354639665,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0335630819327375,0.0345872654733029,0.0336069611720553,0.0345629668261073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +211.0506,-43.0896,24757,980.941126573856,0.0337801248240423,1014.07744027456,0.0332221082361631,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0337801248240423,0.0348034962847548,0.0338266694936043,0.0347815825318973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +212.0504,-43.0848,24775,981.654336586311,0.0339830486915522,1015.0139437048,0.033418382036529,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0339830486915522,0.0349889634495417,0.0340408989914541,0.0349883304304664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +213.0507,-43.0744,24790,982.248678263356,0.0342087834743822,1015.85021061607,0.0336366739572451,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0342087834743822,0.0352378022509841,0.0342650947261543,0.0352262458148269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +214.0507,-43.0688,24788.5,982.189244095651,0.0344262079609246,1016.00229526987,0.033846884543688,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0344262079609246,0.0354661319546499,0.0344892136937113,0.0354474071864411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +215.0508,-43.056,24786.5,982.109998538712,0.0346615674236385,1016.15147047049,0.0340743852486162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0346615674236385,0.0356656899024416,0.0347099215062271,0.035639521191997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +216.0508,-43.0424,24795,982.446792155704,0.0348332428811287,1016.66859988465,0.0342402957471872,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0348332428811287,0.0358790435383062,0.0348775891971794,0.0358460775484915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +217.0509,-43.0296,24804.5,982.823208551166,0.035016620592575,1017.23835595458,0.0344174851319461,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.035016620592575,0.0360432638679863,0.0350698983113895,0.0360467389822275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +218.0509,-43.0264,24816,983.278870503567,0.0352994250631752,1017.98804930911,0.0346906844562258,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0352994250631752,0.0363658026287056,0.0353728910158673,0.0363562195641883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +219.0509,-43.016,24826,983.675098288264,0.0355189271237896,1018.61418241785,0.0349026799325114,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0355189271237896,0.0365595324515897,0.0355866640443687,0.0365498809175568,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +220.051,-43.024,24816,983.278870503567,0.0357490714515883,1018.43017710204,0.035124905476385,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0357490714515883,0.0368102893700904,0.0358195727208461,0.0367962806609664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +221.051,-42.9976,24826,983.675098288264,0.0359808693587504,1019.06858349123,0.035348677796863,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0359808693587504,0.0370347828396394,0.0360487929354291,0.0370358859568562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +222.0498,-42.9896,24845.5,984.447742468423,0.0362190271865407,1020.10348201662,0.0355785376952599,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0362190271865407,0.0373191805803927,0.0362886904015566,0.0373092721585637,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +223.0502,-42.9896,24851,984.665667750006,0.0364420484032359,1020.54890167516,0.0357937404799143,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0364420484032359,0.0375138694618059,0.0365152492958823,0.0375043136841837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +224.0502,-42.9688,24857.5,984.923215810059,0.0366838949849907,1021.05403562711,0.0360270563415225,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0366838949849907,0.0377833649084911,0.036753515775676,0.0377453306678503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +225.0502,-42.9664,24857.5,984.923215810059,0.0368964011329138,1021.26333786571,0.0362320217813126,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0368964011329138,0.0379437490040546,0.0369658226496462,0.037936206418595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +226.05,-42.948,24854,984.784536085415,0.037115648796703,1021.33545306719,0.0364434454947027,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.037115648796703,0.0382005553686621,0.0371951932542865,0.0381922727684623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +227.0503,-42.9424,24878.5,985.755294157922,0.0373743703678577,1022.59727761386,0.0366928769888106,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0373743703678577,0.038459943813925,0.0374783158088204,0.0384708708950712,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +228.0504,-42.9344,24877,985.695859990218,0.0376062954734325,1022.76422974795,0.0369164213430868,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0376062954734325,0.0387063480821781,0.037702688606666,0.0386962100874397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +229.0501,-42.9216,24873.5,985.557180265574,0.0378410189440836,1022.85166819448,0.0371426120731732,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0378410189440836,0.0389599821762661,0.0379439319352071,0.038939156728768,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +230.0502,-42.9192,24879,985.775105547157,0.0380617505893527,1023.29543175169,0.0373552729447135,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0380617505893527,0.0391629337157765,0.0381669007617788,0.0391765419821369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +231.0502,-42.9056,24890.5,986.230767499559,0.0382916405203262,1023.99516151874,0.0375767091731485,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0382916405203262,0.0394199614015829,0.0384071236094283,0.039404021099552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +232.0505,-42.9008,24890,986.210956110324,0.0385412886047182,1024.22079719491,0.037817121468325,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0385412886047182,0.0396759562551273,0.0386381811024618,0.0396474670017505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +233.0504,-42.8896,24909.5,986.983600290483,0.0387663873954853,1025.24538889233,0.0380338431357494,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0387663873954853,0.0398955068845648,0.0388826368228181,0.0398966166443827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +234.0506,-42.8744,24903.5,986.745863619664,0.0390040364296253,1025.23293523107,0.038262597027374,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0390040364296253,0.040157551184216,0.0391041505291703,0.0401358224856733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +235.0506,-42.8608,24910,987.003411679717,0.0392278632362668,1025.72144652682,0.0384779982129134,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0392278632362668,0.0403894958007991,0.0393492027100978,0.040373614634967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +236.0505,-42.856,24914.5,987.181714182831,0.0394740769635196,1026.14980114546,0.0387148900189417,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0394740769635196,0.0406445315958144,0.0395864095532713,0.0406303682702609,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +237.0507,-42.856,24924.5,987.577941967528,0.039740769635195,1026.82504945606,0.0389714221166941,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.039740769635195,0.0409342410453443,0.0398573767423883,0.0409145591483559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +238.0508,-42.8504,24933,987.91473558452,0.0400103030714176,1027.44150356398,0.0392306199036493,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0400103030714176,0.0412207044506218,0.0401325168371075,0.0411924360180577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +239.0508,-42.832,24938,988.112849476868,0.0401988111188373,1027.83381127708,0.0394118594210131,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0401988111188373,0.0414210739094766,0.0403248621168867,0.0414044351721002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +240.0506,-42.8376,24932.5,987.894924195285,0.0405044265047573,1027.90904154678,0.0397056210517844,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0405044265047573,0.0417426536116669,0.0406303200012276,0.0417270209442514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +241.0509,-42.824,24951,988.627945596974,0.0407387259806997,1028.90338856951,0.0399307744430663,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0407387259806997,0.041981754280352,0.0408719102355568,0.0419839265160262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +242.0507,-42.8192,24939.5,988.172283644573,0.0408663483879722,1028.55527645533,0.0400533936747387,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0408663483879722,0.0421212604094737,0.0409970898326656,0.0421195451910147,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +243.0508,-42.8008,24934.5,987.974169752224,0.0411459304987875,1028.62528627545,0.0403219628040673,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0411459304987875,0.0423865507533774,0.0412855980023007,0.0423977278919297,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +244.0508,-42.7896,24949.5,988.56851142927,0.041384300323932,1029.47972759704,0.0405508860846588,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.041384300323932,0.042658997149383,0.0415263360971488,0.0426647610039722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +245.0498,-42.7896,24955.5,988.806248100088,0.0416609144717874,1030.00082063135,0.0408164723979242,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0416609144717874,0.04295010829984,0.0417913925951378,0.0429386667769538,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +246.0499,-42.7688,24964.5,989.162853106315,0.0418860980614963,1030.59502537032,0.0410326264748239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0418860980614963,0.0431589617379911,0.0420260324142309,0.043177121830513,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +247.0499,-42.7608,24952.5,988.687379764679,0.042144226040059,1030.35484418044,0.041280346459411,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042144226040059,0.0434316294551958,0.0422857708862023,0.0434419711030249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +248.0503,-42.748,24974,989.539269501777,0.042386835812289,1031.48270804796,0.0415131180191783,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042386835812289,0.0437038545300023,0.0425400594999674,0.0437269158113476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +249.05,-42.7504,24969,989.341155609428,0.0426387310686362,1031.52540707859,0.0417547412026768,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0426387310686362,0.0439789567803963,0.0427828081277726,0.0439806242628621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +250.0501,-42.74,24969,989.341155609428,0.0428579787324254,1031.74231781565,0.0419650006229545,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0428579787324254,0.0441959253291784,0.0429991528354065,0.0442027292140647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +251.0501,-42.7296,24977.5,989.677949226421,0.0431275969675898,1032.36038094837,0.0422235050343047,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0431275969675898,0.0445220052290822,0.0432843403208139,0.0445133040856692,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +252.0502,-42.7192,24980.5,989.79681756183,0.0433668571816223,1032.72119478786,0.0424528468517302,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0433668571816223,0.0447657536429469,0.0435256592851951,0.0447690835466316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +253.0505,-42.7032,24990.5,990.193045346527,0.0436514000305277,1033.41635807639,0.0427255256840165,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0436514000305277,0.0450671931160255,0.0438164655135499,0.0450635208430325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +254.0503,-42.7056,24990.5,990.193045346527,0.0439085952207316,1033.67103096503,0.0429719331569422,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0439085952207316,0.0453456151844049,0.0440760406875361,0.0453552780969831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +255.0503,-42.6928,24995.5,990.391159238875,0.0441798246357885,1034.14646697488,0.0432317204475598,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0441798246357885,0.0456312670786193,0.0443442785000468,0.045645786367165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +256.0503,-42.6872,25010.5,990.98550091592,0.0444291759238845,1035.01417007413,0.0434704930366023,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0444291759238845,0.0459079923511394,0.0445996479439779,0.0459122594248127,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +257.0504,-42.6744,25002,990.648707298928,0.0447204602886556,1034.9509734737,0.0437493475155823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0447204602886556,0.0462403430183491,0.0448824545644201,0.0462329354716518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +258.0504,-42.6608,25000,990.569461741988,0.0449295744789105,1035.07532614986,0.0439494903026267,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0449295744789105,0.0464541392966117,0.045091967158679,0.0464455088610425,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +259.0507,-42.6584,25010.5,990.98550091592,0.0452276851584893,1035.80548114797,0.0442347422186975,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0452276851584893,0.0467736533342776,0.0453895437694446,0.0467670823474494,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +260.0505,-42.6528,25015.5,991.183614808269,0.045475043671455,1036.25773297811,0.0444713693687068,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.045475043671455,0.0470320089472784,0.0456518723571686,0.0470452309307486,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +261.0506,-42.6424,25013.5,991.104369251329,0.0457274901209233,1036.42508450507,0.0447128060030022,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0457274901209233,0.0473169231041625,0.0459083849174322,0.0473308396642525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +262.0506,-42.64,25026.5,991.619465371435,0.0459922748164103,1037.2263003361,0.044965980162696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0459922748164103,0.0476075178384886,0.0461741987433537,0.0476195288964151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +263.0507,-42.616,25022,991.441162868321,0.0462467564404796,1037.29210085256,0.0452092426403789,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0462467564404796,0.0478874891552614,0.0464357858799248,0.0479008591660461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +264.0509,-42.6088,25023.5,991.500597036026,0.0464969981174634,1037.60239842987,0.0454483944023961,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0464969981174634,0.0481579436604756,0.0466779836721501,0.0481580008951842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +265.051,-42.6056,25038,992.075127323836,0.0467838305377949,1038.48820196132,0.0457224449915003,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0467838305377949,0.0484648423897968,0.0469737862934376,0.0484759265450232,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +266.0508,-42.5928,25023.5,991.500597036026,0.0470276274952088,1038.12851777471,0.0459553188327244,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0470276274952088,0.0487437808743072,0.047224521092434,0.0487547713698727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +267.0508,-42.5872,25041,992.193995659245,0.0472668453097706,1039.09187576935,0.046183765995918,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0472668453097706,0.0489904802374925,0.0474536024317778,0.048993503998974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +268.0501,-42.5744,25041,992.193995659245,0.0475606312433221,1039.38336840863,0.0464642529942659,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0475606312433221,0.0493141256042068,0.0477369498782579,0.0493154669749673,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +269.0499,-42.5768,25038.5,992.094938713071,0.047836524600173,1039.55331265453,0.0467275857545265,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.047836524600173,0.0496438204170281,0.0480331770339361,0.04966169667653,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +270.0502,-42.5584,25026.5,991.619465371435,0.0480790919729322,1039.29562884918,0.0469590524909963,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0480790919729322,0.0498921428023395,0.0482647396540945,0.0499002210466894,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +271.05,-42.548,25051,992.590223443942,0.0483257720943642,1040.55791236519,0.0471943888296956,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0483257720943642,0.0501834752739956,0.0485223863844718,0.0501865077168028,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +272.0503,-42.548,25050,992.550600665472,0.0485957719247664,1040.7843632792,0.0474519090336961,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0485957719247664,0.0504640367806323,0.0487829633677392,0.0504602527726435,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +273.0504,-42.5376,25069.5,993.323244845631,0.0488410952631311,1041.83824007422,0.0476858358262696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0488410952631311,0.0507474016891234,0.0490495919581104,0.0507583525375042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +274.0501,-42.532,25051.5,992.610034833177,0.0491284364771128,1041.37541387602,0.0479597589804729,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0491284364771128,0.0510464066290125,0.0493353542740836,0.0510627369169926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +275.0504,-42.5112,25058,992.86758289323,0.0493774909689127,1041.89289300087,0.0481971226111512,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0493774909689127,0.0513159020756977,0.0495682689293393,0.0513235440769452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +276.0502,-42.5008,25076,993.580792905684,0.0496399436935028,1042.90208752047,0.0484471945939979,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0496399436935028,0.0516078247372179,0.0498412791555702,0.0516158748905276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +277.0505,-42.4952,25063,993.065696785578,0.0498931533334465,1042.61287586549,0.0486884002616103,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0498931533334465,0.0518825581189469,0.0500941540296976,0.0519017084122045,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +278.0506,-42.4824,25064.5,993.125130953283,0.0501423774231298,1042.92278609794,0.0489257525227536,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0501423774231298,0.0521629720781176,0.050358058559588,0.0521913478884433,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +279.0506,-42.4688,25068,993.263810677927,0.0504439224598476,1043.36793332594,0.0492128581168499,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0504439224598476,0.0525112578716573,0.0506584589061731,0.0525268914707226,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +280.0506,-42.4664,25087.5,994.036454858085,0.0506763563590725,1044.41060047838,0.0494341057079717,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0506763563590725,0.0527719742441144,0.0508507180338734,0.0527845583992509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +281.0504,-42.464,25082.5,993.838340965737,0.0509278700201821,1044.45241081551,0.0496734596825721,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0509278700201821,0.0530411008221345,0.051102004462864,0.0530465576506856,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +282.0507,-42.448,25092.5,994.234568750434,0.0511707341892373,1045.11028158971,0.0499045279775127,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0511707341892373,0.0533176785471886,0.0513579915520494,0.0533244548620265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +283.0508,-42.4424,25090.5,994.155323193494,0.0514676152841613,1045.32212690032,0.0501869170978017,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0514676152841613,0.0536290037004904,0.0516438859308205,0.0536383259164342,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +284.0508,-42.432,25089,994.09588902579,0.0517351559452538,1045.52559486908,0.0504413297166851,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0517351559452538,0.0539189344712194,0.0519228682142769,0.0539398604931729,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +285.0509,-42.424,25101,994.571362367426,0.0520026118074047,1046.29167083938,0.0506955970190946,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0520026118074047,0.0542317350991814,0.0521844233134083,0.054247284030761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +286.0509,-42.4168,25096,994.373248475078,0.05229707613249,1046.37606195469,0.0509754662113916,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.05229707613249,0.0545448308220754,0.0524935943658034,0.0545691025561141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +287.0509,-42.4032,25104,994.690230702835,0.0525540593253397,1046.96524009753,0.0512196480347972,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0525540593253397,0.0548362370674645,0.0527416338489005,0.0548426606373556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +288.051,-42.3952,25113.5,995.066647098297,0.0527818716822414,1047.58812718072,0.0514360622938574,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0527818716822414,0.0551167985741013,0.0529742297329126,0.055132333001842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +289.0508,-42.3872,25102.5,994.630796535131,0.0530665417295592,1047.41241320497,0.0517064236809722,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0530665417295592,0.0554248776831507,0.0532698694301389,0.0554486778489961,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +290.0501,-42.3768,25115,995.126081266002,0.0533651188033174,1048.23110281704,0.051989914554521,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0533651188033174,0.0557242514917049,0.0535588912458671,0.0557356018393044,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +291.0501,-42.3792,25113.5,995.066647098297,0.053596747112596,1048.398982543,0.0522097840395448,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.053596747112596,0.0559830497471037,0.0537773458366345,0.0559840442037485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +292.0499,-42.3584,25123.5,995.462874882994,0.0538508471414277,1049.06939399328,0.0524509288544914,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0538508471414277,0.0563032277483666,0.0540564476069576,0.0563040990152892,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +293.0503,-42.356,25120,995.32419515835,0.0541330580194359,1049.20413756301,0.0527186831566029,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0541330580194359,0.0565876254891198,0.054339383296652,0.0565911716894521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +294.0503,-42.3424,25109,994.888344595184,0.0543337771144615,1048.94438616419,0.0529090765669114,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0543337771144615,0.0568290131435283,0.0545318711606114,0.0568182610082932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +295.0501,-42.3216,25122,995.403440715289,0.0546839119447789,1049.83599481689,0.053241112505112,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0546839119447789,0.0571628392853981,0.0548784407333807,0.0571787694824946,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +296.0501,-42.3136,25128.5,995.660988775342,0.0549542509709478,1050.37679263448,0.0534974019792037,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0549542509709478,0.057437130024729,0.0551469309755701,0.0574417092966519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +297.0504,-42.3168,25127,995.601554607638,0.0552238268066414,1050.58248242771,0.0537529025362411,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0552238268066414,0.0578565336968903,0.0554613226796146,0.057878189193542,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +298.0505,-42.2952,25109,994.888344595184,0.0554125468514153,1050.01764160199,0.0539317301615319,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0554125468514153,0.0579968513370751,0.0556564020616795,0.0580182785869916,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +299.0502,-42.3032,25142,996.195896284683,0.0556747027797094,1051.6588067207,0.0541800912178429,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0556747027797094,0.0582745356681244,0.0559133857844345,0.0582891373868753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +300.0505,-42.2928,25141.5,996.176084895448,0.0559505113376184,1051.91264622765,0.0544413199222869,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0559505113376184,0.0585725077757515,0.0561962338999008,0.0585945863450674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +301.0506,-42.2824,25137,995.997782392335,0.0562108864881365,1051.98370068083,0.054687868459823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0562108864881365,0.0588606679768881,0.0564446652499146,0.0588865118396151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +302.0506,-42.2768,25140,996.116650727744,0.0564834726862608,1052.38077836145,0.0549459144932714,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0564834726862608,0.0591475740245637,0.0567284674871917,0.0591689854426702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +303.0507,-42.2536,25137,995.997782392335,0.0567072994929023,1052.47812693272,0.0551577522605239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0567072994929023,0.0594265125090742,0.056956676090996,0.0594513387076362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +304.0505,-42.2536,25003.5,990.708141466632,0.0569098841646455,1047.08922703847,0.0553494470233504,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0569098841646455,0.0596369151956185,0.0571569335810894,0.0596533609867253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +305.0508,-42.2584,24867,985.299632205521,0.0569300239133015,1041.39276382875,0.0553685021548005,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0569300239133015,0.0596924668165749,0.0571690021656454,0.0596947418418487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +306.0508,-42.256,24798.5,982.585471880348,0.0569937927174669,1038.58674459189,0.0554288343235221,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0569937927174669,0.0597214598936477,0.0572355998879409,0.0597504465848354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +307.0508,-42.2616,24730.5,979.89112294441,0.0570289418788053,1035.77327684236,0.0554620876663234,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0570289418788053,0.0597782656680653,0.0572674581674271,0.0597784224332109,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +308.0509,-42.2536,24683,978.0090409671,0.0570230059528856,1033.77805633214,0.0554564719803647,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0570230059528856,0.0598043815695509,0.0572727618471765,0.0598230609108315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +309.0509,-42.2664,24445,968.578819691316,0.0570787188575886,1023.86405783189,0.0555091779633001,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0570787188575886,0.0598001026930364,0.0573197266094942,0.0598111487712092,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +310.051,-42.272,24045,952.729708303445,0.0569124705323678,1006.95190975258,0.05535189412371,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0569124705323678,0.0596526290007495,0.057157893814474,0.0596736071438879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +311.051,-42.2848,23675,938.069280269663,0.0568389074504349,991.388113273006,0.0552822898336987,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0568389074504349,0.0595904377438222,0.057084631835497,0.0596061091636617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +312.0508,-42.2904,23318,923.923948355987,0.0567696691145294,976.374805191146,0.0552167731276273,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0567696691145294,0.0595358451813948,0.0570291719383203,0.0595607987359229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +313.0502,-42.2904,22945.5,909.164463376032,0.0566860573580042,960.701412294825,0.0551376498646968,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0566860573580042,0.059432488181448,0.0569268522605516,0.0594512825988783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +314.0502,-42.3112,22580,894.682337845364,0.0565905737496395,945.312924667702,0.0550472844037589,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0565905737496395,0.0593188028588797,0.0568321525826199,0.0593437814918628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +315.0502,-42.3216,22261.5,882.062482902771,0.0565533046147584,931.946031187621,0.0550120107669123,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0565533046147584,0.0592815471237097,0.0567929844981797,0.0593123750031442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +316.05,-42.324,21919.5,868.511492666141,0.0564382324508591,917.528746175475,0.0549030920495445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0564382324508591,0.0591952318560881,0.0566844600064057,0.059225335109767,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +317.05,-42.3352,21552.5,853.969932967768,0.0563632701863881,902.102471030682,0.0548321319859429,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0563632701863881,0.0591162201880345,0.0566019145750408,0.0591170152462604,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +318.0501,-42.3504,21199,839.963280778737,0.0562829231891186,887.238869592487,0.0547560690866651,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0562829231891186,0.059030200015345,0.0565195572216236,0.0590385940860881,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +319.0504,-42.356,20882,827.402860003848,0.0561965554669877,873.900050719598,0.0546743000346561,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0561965554669877,0.0589441798426555,0.056445726138068,0.0589665104878737,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +320.0502,-42.356,20523.5,813.198093922468,0.0560908535861473,858.811069145207,0.0545742171761629,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0560908535861473,0.0588454705878882,0.0563334285202589,0.0588574134600655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +321.0502,-42.3744,20171.5,799.250875901141,0.0560229296338381,844.027251481534,0.0545098987167388,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0560229296338381,0.0587768610161889,0.0562667560893317,0.058793166351099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +322.0503,-42.3824,19826.5,785.581017329101,0.0559280396180656,829.517023589483,0.0544200386610672,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0559280396180656,0.0586754221333002,0.0561681085465033,0.058686496237271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +323.0503,-42.3904,19481,771.891347367827,0.0558453182504282,814.997865316335,0.0543416956254648,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0558453182504282,0.0586084355837273,0.0560905848897264,0.0586163850925018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +324.0506,-42.3952,19141,758.419602688136,0.055767218425114,800.714554329133,0.0542677238868116,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.055767218425114,0.0585238908856979,0.0560145435475295,0.0585301898734165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +325.0506,-42.4032,18794,744.670498559157,0.0556758475654224,786.130659723404,0.0541811756286841,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0556758475654224,0.0584313786245035,0.0559179181218392,0.0584295829794307,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +326.0507,-42.4088,18447,730.921394430178,0.0555919814120719,771.554763003026,0.0541017293810375,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0555919814120719,0.05833104634761,0.0558299418023596,0.0583397846945679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +327.0505,-42.4376,18100,717.1722903012,0.0555268558248394,756.994612666325,0.0540400316820691,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0555268558248394,0.0582977006202895,0.055772145715429,0.0583131066613171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +328.0506,-42.4272,17764.5,703.878848124622,0.0554419720841883,742.903279572998,0.0539596100864732,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0554419720841883,0.0581703671571145,0.0556659724348846,0.0581823324383462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +329.0506,-42.4424,17412.5,689.931630103295,0.0553441565049268,728.115314217431,0.0538669284281975,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0553441565049268,0.0580947490807792,0.0555730088332679,0.0580901435237316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +330.0507,-42.448,17079,676.717433483657,0.0552728829944203,714.121557004884,0.0537993903488587,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0552728829944203,0.058010647025148,0.0555179219352734,0.0580386604656874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +331.051,-42.4608,16750.5,663.701350756367,0.0551746434204501,700.320836122021,0.0537062920151532,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0551746434204501,0.0579212332607401,0.0554135053189265,0.0579332166105442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +332.051,-42.472,16398.5,649.75413273504,0.0550839933517628,685.545185062897,0.0536203783103936,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0550839933517628,0.0578255487290261,0.0553251078101904,0.0578434527245501,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +333.051,-42.4824,16074.5,636.916352510864,0.0549976256296323,671.945239623647,0.053538516337471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0549976256296323,0.0577331840152977,0.0552302869585281,0.0577496746803868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +334.0508,-42.4952,15745.5,623.880458394339,0.05491019792073,658.137857843648,0.053455642850794,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.05491019792073,0.0576328517384043,0.0551361474967175,0.0576364461953573,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +335.0498,-42.4976,15410,610.587016217762,0.0548300205213439,644.065514847048,0.0533796359578848,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0548300205213439,0.0575814314464963,0.0550645629545319,0.0575816438626597,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +336.0501,-42.5088,15083,597.630367658177,0.0547531078812137,630.352487651655,0.0533067185751766,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0547531078812137,0.0575057395964281,0.0549875944864739,0.0575003678206446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +337.0499,-42.5112,14756,584.673719098591,0.0546719128945271,616.638949740868,0.0532297355244143,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0546719128945271,0.0574082107213891,0.0549135308313638,0.0574340632739199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +338.0503,-42.524,14434,571.915184431354,0.0545735461221444,603.126624126873,0.0531364635232506,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0545735461221444,0.0573151082703306,0.0548215504885607,0.0573425081865558,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +339.0503,-42.5376,14116.5,559.334952267231,0.054493495921171,589.815069207174,0.053060552990853,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.054493495921171,0.0572127103289128,0.0547343492222887,0.0572172778021282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +340.05,-42.5456,13787.5,546.299058150707,0.054421713617014,576.029589042629,0.052992477893419,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.054421713617014,0.057169478921369,0.0546609868851198,0.0571613890087324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +341.0501,-42.548,13463.5,533.46127792653,0.0543107118023167,562.433939649693,0.0528871996575824,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0543107118023167,0.057065457957825,0.0545581131462262,0.057074875462302,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +342.0502,-42.5608,13144.5,520.821611594703,0.0542411342706444,549.071566560265,0.0528212040959108,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0542411342706444,0.0569436575246257,0.0544708453545993,0.0569564123738826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +343.0504,-42.5768,12848.5,509.093269167678,0.0541543849532758,536.662902043306,0.0527389146804509,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0541543849532758,0.0569053689571935,0.0543996077399318,0.0569251743496112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +344.0505,-42.5768,12523.5,496.215866165032,0.0540695012126249,523.046010542366,0.0526583883746314,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0540695012126249,0.0567926426931544,0.0543082907850892,0.0568085723829404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +345.0503,-42.5848,12199.5,483.378085940856,0.0540317656835642,509.495857416982,0.052622587884724,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0540317656835642,0.056789617970101,0.054264630809632,0.056788870348043,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +346.0506,-42.5976,11869,470.282757656626,0.0538372793107541,495.601501835617,0.0524380542450996,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0538372793107541,0.0565459433299693,0.0540700850796148,0.0565542486539529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +347.0506,-42.6088,11568,458.356301337253,0.0538101860488782,483.020539188886,0.052412344763488,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0538101860488782,0.0565784037724935,0.0540503907558018,0.0565661026928406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +348.0504,-42.6112,11234.5,445.142104717615,0.0537447636653495,469.066161933159,0.0523502610834789,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0537447636653495,0.0564850800002361,0.0539796595240086,0.0564903521911451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +349.0505,-42.6272,10899,431.848662541037,0.0536619574987704,455.022507116215,0.0522716752407083,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0536619574987704,0.0564000926598087,0.05390550098672,0.0564328038613478,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +350.0505,-42.6344,10588,419.525978436967,0.0535733426046842,442.001387411336,0.0521875698784508,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0535733426046842,0.0562926781045462,0.0538126278111003,0.0563223379654071,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +351.0505,-42.6376,10244.5,405.915554032632,0.0535154673269678,427.638314601973,0.0521326360024241,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0535154673269678,0.0562023052816091,0.0537535367247298,0.056218770205997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +352.0506,-42.6504,9925.5,393.275887700804,0.0533779658429863,414.268154601368,0.0520021106687627,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0533779658429863,0.0561127439697351,0.0536216809331272,0.0561351810607872,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +353.0506,-42.6584,9605,380.576787201272,0.0533139850414667,400.86685234125,0.0519413701304868,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0533139850414667,0.0560663402916719,0.053555303223616,0.0560664146984819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +354.0509,-42.6584,9290.5,368.115423372558,0.0532254549463223,387.70853425432,0.0518573174956145,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0532254549463223,0.0559643112189192,0.0534576764090777,0.0559713588815865,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +355.0507,-42.6768,8972,355.495568429965,0.0531247138035718,374.381168761245,0.0517616627993329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0531247138035718,0.0558563802475256,0.0533744194821592,0.0558695136722781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +356.0508,-42.6872,8669.5,343.509677942887,0.0530486915523295,361.732416893319,0.0516894728732025,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0530486915523295,0.0557618023218069,0.053279912176479,0.0557741089166175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +357.0508,-42.6896,8344,330.612463551006,0.0529661821820463,348.123743527104,0.0516111169495531,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0529661821820463,0.0557130378842873,0.0532052288928199,0.0557197172954583,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +358.0501,-42.7136,8033,318.289779446936,0.0528710377694487,335.118090397704,0.0515207543975373,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0528710377694487,0.0555999427515832,0.0531246812482565,0.0556303046786889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +359.0502,-42.7008,7722.5,305.9869067321,0.0527508352695759,322.127971643772,0.051406581476423,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0527508352695759,0.055486995166345,0.0529974596548794,0.0555018421818774,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +360.0499,-42.7216,7412,293.684034017265,0.0526931295897428,309.159164880175,0.0513517657883205,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0526931295897428,0.0554439113062673,0.0529274190735432,0.0554404976053303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +361.05,-42.732,7104,281.480218248603,0.0525764462459509,296.279447812649,0.0512409169495298,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0525764462459509,0.0553416609123155,0.052814939072969,0.055355435950258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +362.05,-42.7376,6793.5,269.177345533768,0.0525423570713837,283.32055773833,0.0512085300129669,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0525423570713837,0.0552657477410484,0.0527810721207016,0.055287530835042,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +363.0503,-42.7456,6481,256.795227261993,0.0524517918016384,270.264597057993,0.0511224820115038,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0524517918016384,0.0551800226632908,0.052686972800116,0.0551928451522456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +364.0504,-42.764,6180,244.86877094262,0.0523517714498923,257.688084874224,0.0510274419293148,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0523517714498923,0.0550662635669895,0.052584734818368,0.0550934880833405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +365.0504,-42.764,5868,232.50646406008,0.0522531078812136,244.655649409691,0.0509336822219989,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0522531078812136,0.0549840058546834,0.0524910280887133,0.0549943634363249,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +366.0502,-42.7712,5587,221.3724633101,0.0522199938944761,232.932531992559,0.0509022121246027,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0522199938944761,0.0549249868682755,0.0524453600528242,0.0549393203406289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +367.0505,-42.7848,5292.5,209.703555050779,0.0520784644607636,220.624594189787,0.0507676975234406,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0520784644607636,0.0548142524950277,0.0523262969453254,0.0548259759858136,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +368.0503,-42.7952,4991.5,197.777098731405,0.0519934111222292,208.060204736309,0.0506868511041068,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0519934111222292,0.0547116332324109,0.0522247778712508,0.0547275866106803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +369.0503,-42.8032,4697,186.108190472085,0.0518900412122857,195.765352145625,0.0505885852900839,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0518900412122857,0.0546207439933427,0.0521363207872344,0.0546344899952447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +370.0506,-42.816,4421,175.172303614453,0.0517889184742974,184.244287765297,0.0504924463449273,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0517889184742974,0.0545103784887598,0.0520334690398568,0.054515509908686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +371.0507,-42.8216,4145,164.236416756822,0.0517115818394586,172.729341662962,0.0504189149767512,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0517115818394586,0.0544382277778761,0.0519555650523409,0.0544656446411198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +372.0505,-42.832,3857.5,152.844867946789,0.0516544697522175,160.739988554928,0.0503646095578612,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0516544697522175,0.054369765753643,0.0518884790179571,0.0543826577902164,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +373.0508,-42.8448,3558,140.97784579512,0.0515250241676984,148.241732706824,0.0502415144201835,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0515250241676984,0.0542827865224243,0.0517647425577469,0.0542874629430935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +374.0506,-42.848,3296.5,130.616489225299,0.0514643929243762,137.338587549192,0.0501838524625471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0514643929243762,0.0541643059072103,0.0516895867638733,0.0541724211158151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +375.0506,-42.8528,3002.5,118.967392355213,0.0513681461255364,125.07852674989,0.0500923123164636,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0513681461255364,0.0541032950300112,0.0516067460500389,0.0541161112810836,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +376.0509,-42.8664,2728,108.090939665286,0.0512377677526584,113.629278128023,0.0499682963302204,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0512377677526584,0.0539575919073165,0.0514763644789886,0.053972073329899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +377.0509,-42.8768,2455,97.2739211430633,0.0511547495887251,102.24994422065,0.0498893213878234,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0511547495887251,0.0538607269958745,0.0513864797188246,0.0538822293664913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +378.051,-42.8792,2159,85.5455787160381,0.0510762257687023,89.9149240080528,0.0498146161618233,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0510762257687023,0.053811372368491,0.0513213228940089,0.0538241150147384,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +379.051,-42.8928,1910.5,75.6993182663228,0.0509677679222563,79.5575435515938,0.0497114234152701,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0509677679222563,0.0537030725284325,0.0511999843239356,0.0537016618919756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +380.0508,-42.9056,1641,65.0209794687441,0.0508852161525024,68.3295860634586,0.0496328719938132,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0508852161525024,0.0535943300459758,0.05111891740504,0.0536060569704084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +381.0501,-42.9112,1365,54.0850926111126,0.0507860437901735,56.8318604928562,0.0495384972318866,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0507860437901735,0.0535094902530144,0.0510231771386105,0.053522595762084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +382.0502,-42.9216,1103.5,43.7237360412914,0.0506954361209572,45.9403299087423,0.04945226504746,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0506954361209572,0.0534007477705577,0.0509265368891089,0.0534292230227656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +383.0502,-42.9296,840,33.2831339145308,0.0506030052744943,34.9673605155595,0.0493642900652284,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0506030052744943,0.0532901609447759,0.0508201577226334,0.0532970845305837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +384.0502,-42.94,606.5,24.0312151418606,0.050505401692587,25.2449213157612,0.0492713833102472,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.050505401692587,0.0533165719411935,0.0507254334838807,0.0533049292016223,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +385.05,-42.9448,322.5,12.7783460564717,0.0503864287773688,13.4222012799387,0.0491581238709749,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0503864287773688,0.0531279325058871,0.050637978850886,0.0531442644427307,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +386.0504,-42.9664,49.5,1.96132753424914,0.0502989162695249,2.05998018367145,0.0490748058166067,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0502989162695249,0.0529982382832557,0.0505371977221116,0.0530093027659552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +387.0504,-42.956,-204,-8.08304680781463,0.0502287875447313,-8.48904844863847,0.049008033333966,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0502287875447313,0.0529313255074158,0.0504574770046164,0.052923156600878,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +388.0504,-42.9744,-457,-18.1076097606435,0.0501025643199974,-19.0148474433576,0.0488878397037812,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0501025643199974,0.0528307719093233,0.0503323366569437,0.0528344611050146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +389.0505,-42.9848,-710,-28.1321727134725,0.0500191221613553,-29.539319297092,0.0488083755858463,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0500191221613553,0.0527519077887356,0.0502483636947747,0.0527451846384968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +390.0503,-42.9848,-953.5,-37.7803192708394,0.0499115971032682,-39.6659953447184,0.04870596739,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0499115971032682,0.0526244267780945,0.0501389857064606,0.0526342178426355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +391.0506,-43.0032,-1210,-47.9435619483122,0.0498179790716213,-50.3320133140722,0.0486167958768955,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0498179790716213,0.0525482922856284,0.050052639241918,0.0525545025546603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +392.0506,-42.9928,-1451.5,-57.5124629487399,0.049710411614063,-60.3714311548603,0.0485143276672445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.049710411614063,0.0524076795505114,0.0499346761411862,0.0524261922258594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +393.0505,-43.0264,-1681.5,-66.6257019967661,0.0495908875057239,-69.9297296894776,0.0484004572966422,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0495908875057239,0.0523024044335062,0.0498230373714967,0.0523066839268589,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +394.0507,-43.04,-1930,-76.4719624464815,0.0495079117412614,-80.257929613963,0.0483213988316138,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0495079117412614,0.0522422788411032,0.0497484594975367,0.0522381945733459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +395.0505,-43.032,-2170.5,-86.0012406684394,0.0494049234265556,-90.2501253782524,0.0482232639180884,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0494049234265556,0.052122027656297,0.049639321823045,0.0521307429909284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +396.0508,-43.0504,-2400.5,-95.1144797164657,0.0493092278208368,-99.8045012658653,0.0481320694066984,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0493092278208368,0.0520217691531366,0.0495416948549062,0.0520311124469491,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +397.0508,-43.056,-2630.5,-104.227718764492,0.0492046707257094,-109.356209346791,0.0480324207026452,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0492046707257094,0.05189782928168,0.0494239552719877,0.0519025943417162,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +398.0509,-43.0584,-2839.5,-112.508879464655,0.0491221189559554,-118.035554025319,0.047953737277163,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0491221189559554,0.0518412448284614,0.0493498427243711,0.0518182406242436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +399.0509,-43.0712,-3079.5,-122.018346297378,0.049025448162407,-128.000350408643,0.0478615885692915,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.049025448162407,0.0517521261589853,0.0492612798660036,0.0517740211511552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +400.051,-43.0816,-3306.5,-131.012717009995,0.0488992673371435,-137.419142883632,0.0477412974792601,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0488992673371435,0.0515884960191694,0.0491113369507021,0.0516110501243685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +401.051,-43.0848,-3523,-139.591048548681,0.0487748248901854,-146.39957749788,0.0476226494513655,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0487748248901854,0.0514832946758972,0.0490053033836192,0.0515068146336693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +402.0508,-43.0976,-3740.5,-148.209002865836,0.0487018978003153,-155.427062576495,0.0475531115259997,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0487018978003153,0.0514109226438145,0.0489278492962172,0.0514037864636402,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +403.0501,-43.1112,-3969,-157.262807746158,0.048555068432746,-164.898714138198,0.0474130911372985,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.048555068432746,0.0512554813883626,0.0487901946069824,0.0512643598836862,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +404.0499,-43.1264,-4192.5,-166.118498734131,0.0484296507979581,-174.163559618906,0.0472934740186925,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0484296507979581,0.0511526408045468,0.0486782936456937,0.0511615665074216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +405.0502,-43.1216,-4404.5,-174.518527769704,0.0483657971948511,-182.959255490557,0.0472325681223278,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0483657971948511,0.0510765800858137,0.0485933939540662,0.0510769946437746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +406.05,-43.1368,-4621.5,-183.116670697624,0.0482245645574343,-191.947392405224,0.047097842102208,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0482245645574343,0.0509656243913667,0.0484581157836323,0.0509947439132271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +407.05,-43.14,-4841.5,-191.833681960953,0.0481379424384783,-201.068160700951,0.0470152017013075,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0481379424384783,0.0508431599945702,0.0483717437014841,0.0508509756806838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +408.0501,-43.156,-5047.5,-199.995974325707,0.0480232942692876,-209.600439853423,0.0469058130080168,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0480232942692876,0.0506976044193417,0.0482584753420439,0.0507129417584654,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +409.0501,-43.1608,-5259.5,-208.39600336128,0.0479287434492818,-218.384161942238,0.0468155906953224,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0479287434492818,0.0506318720232299,0.048159610142525,0.0506364401720191,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +410.0501,-43.1768,-5458,-216.261124887511,0.0478252463409256,-226.603866459222,0.0467168223198885,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0478252463409256,0.0505237197306373,0.048054374521829,0.0505234277580776,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +411.0502,-43.1896,-5680,-225.05738170778,0.0476985143225412,-235.792284452562,0.0465958673386872,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0476985143225412,0.0504213955629526,0.0479392660360898,0.0504330458644413,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +412.0505,-43.1896,-5879,-232.942314623246,0.0475796262062649,-244.025622880642,0.0464823853965008,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0475796262062649,0.0502917013403212,0.0478234016828658,0.0503110614775741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +413.0505,-43.1952,-6086.5,-241.164041155705,0.0474843545952547,-252.615560001567,0.0463914367553626,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0474843545952547,0.0502232393160881,0.0477201541585342,0.0502096238243777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +414.0506,-43.2112,-6290.5,-249.247087963519,0.0473141207197734,-261.039994772477,0.0462289066811218,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0473141207197734,0.0500275913761457,0.0475458120902016,0.0500196624884303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +415.0504,-43.216,-6487.5,-257.052775322046,0.0472191035055883,-269.190576926376,0.0461381779085711,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0472191035055883,0.0498925854447376,0.0474475539974017,0.0499100826882265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +416.0504,-43.232,-6676.5,-264.541480452815,0.0471058969184064,-277.002944161668,0.0460300699623172,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0471058969184064,0.0497957943070286,0.0473418452316801,0.0498038377264985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +417.0507,-43.2344,-6887,-272.882075320683,0.0469863304105964,-285.70380267483,0.0459158758438543,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0469863304105964,0.0496757644434215,0.0472082487551763,0.0496798039259695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +418.0505,-43.2448,-7071.5,-280.192477948339,0.0468645167308311,-293.323563019002,0.0457995221120982,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0468645167308311,0.0495741780130667,0.0471105827994895,0.0495886597590668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +419.0505,-43.2608,-7265.5,-287.879296971457,0.0467917592388447,-301.349675725193,0.0457300193070287,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0467917592388447,0.0494765753642947,0.0470230973771086,0.0494874113748138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +420.0508,-43.2632,-7446,-295.031208485234,0.0466185574004036,-308.785137812913,0.0455645459285327,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0466185574004036,0.0493064531359738,0.0468576215661386,0.0493250501784669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +421.0507,-43.2664,-7635,-302.519913616003,0.0465000932788358,-316.587117817852,0.0454513520380135,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0465000932788358,0.0491562498155657,0.0467276221528967,0.0491702362339017,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +422.0507,-43.2768,-7813,-309.572768183606,0.0464541322524295,-323.953702498558,0.0454074322753612,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0464541322524295,0.0491825870382502,0.046682478381566,0.0491655835629874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +423.051,-43.2848,-8006.5,-317.239775817489,0.0462999677764021,-331.927967215232,0.045260100607198,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0462999677764021,0.0489628888613468,0.0465315860005898,0.0489834165763978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +424.0511,-43.2952,-8169.5,-323.698288708047,0.0461666638400353,-338.642358788426,0.0451326874054458,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0461666638400353,0.0488593105402008,0.0463935898241581,0.0488389453723476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +425.0511,-43.3056,-8344,-330.612463551006,0.0461006478639146,-345.853912312592,0.0450695826809458,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0461006478639146,0.0487903320998365,0.0463281701789351,0.0488009358180957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +426.0499,-43.3112,-8508,-337.110599220034,0.0459637823719961,-352.605477437877,0.0449387401599071,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0459637823719961,0.0486371040563749,0.0461922260437975,0.0486553780258707,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +427.0499,-43.3216,-8697,-344.599304350803,0.0458581228906263,-360.401981597746,0.0448377186712289,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0458581228906263,0.0485274762891222,0.0460726299040453,0.0485284098712546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +428.0499,-43.3296,-8866.5,-351.315365301414,0.0457597137187728,-367.391455842613,0.0447436200551207,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0457597137187728,0.0484635144626025,0.0460042957306275,0.0484647471213533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +429.05,-43.3448,-9034.5,-357.97199208432,0.0456286993538321,-374.305788488228,0.0446183306882168,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0456286993538321,0.0483075567910197,0.0458645432036333,0.0483285775571175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +430.05,-43.3552,-9203.5,-364.668241645696,0.0455090480470804,-381.263946175994,0.0445038941265593,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0455090480470804,0.0481815512550387,0.0457360429236697,0.048186966844917,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +431.0503,-43.3584,-9376.5,-371.52298232095,0.0452420161796381,-388.331431098222,0.0442484530331998,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0452420161796381,0.0479110967498244,0.0454571824692795,0.0479118676621321,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +432.0501,-43.3632,-9560.5,-378.813573559371,0.0453196496107729,-395.981271980886,0.0443227234385563,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0453196496107729,0.0480114290267178,0.0455509083230889,0.0480324134080381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +433.0502,-43.3816,-9711.5,-384.796613108293,0.0451559028543323,-402.172451588487,0.0441660636234416,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0451559028543323,0.0478311260232418,0.0453928926843572,0.0478486550609989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +434.0502,-43.3848,-9886,-391.710787951252,0.0450357003544596,-409.351757623034,0.0440510478518534,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0450357003544596,0.0476829883673579,0.0452664901606148,0.0476982909611632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +435.0503,-43.3952,-10050.5,-398.228735009514,0.0449021420212675,-416.110058225861,0.0439232370331142,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0449021420212675,0.0475480562096827,0.045134021133426,0.0475718033786561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +436.0506,-43.408,-10211.5,-404.608002343133,0.0447995353017995,-422.734252827495,0.0438250347675336,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0447995353017995,0.0474792253167845,0.0450351430202152,0.0474755343703455,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +437.0503,-43.4032,-10390.5,-411.700479689205,0.0446914166511202,-430.099957362461,0.0437215467379014,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0446914166511202,0.0473694500020656,0.0449112210320805,0.0473576683312373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +438.0504,-43.424,-10542,-417.703330627362,0.0444947679052965,-436.288943376896,0.0435332928160078,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0444947679052965,0.0471434072841233,0.0447205391654082,0.0471494894973082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +439.0507,-43.4344,-10708,-424.280711853329,0.0443885148313349,-443.11390252408,0.0434315608763333,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0443885148313349,0.0470574608851668,0.0446276048616654,0.0470485897323436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +440.0505,-43.4368,-10864,-430.461865294599,0.0442764106303953,-449.521171603109,0.0433242155576268,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0442764106303953,0.0469561695497441,0.0444952712469524,0.0469537856942563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +441.0505,-43.4528,-11030.5,-437.0590579098,0.0441994131913233,-456.376811799366,0.0432504800245375,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0441994131913233,0.0468252211736516,0.044433101783365,0.0468387404491399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +442.0506,-43.4608,-11181.5,-443.042097458722,0.0440202330274919,-462.544913829844,0.043078869567184,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0440202330274919,0.0466971499731463,0.0442650627624144,0.0466962209053208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +443.0506,-43.4664,-11342.5,-449.42136479234,0.04390702644031,-469.154120539118,0.0429704303610005,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.04390702644031,0.0466101707419276,0.0441391434287291,0.046604105003149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +444.0507,-43.4792,-11489,-455.226101838148,0.0437821599986433,-475.156883864384,0.042850808682997,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0437821599986433,0.0464473521131749,0.0440075084518314,0.0464556929421297,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +445.0507,-43.4896,-11645,-461.407255279418,0.0436595407289317,-481.552084133914,0.0427333258619824,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0436595407289317,0.0463089525900483,0.0438865816037403,0.0463158716679875,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +446.0508,-43.5,-11788,-467.073312600582,0.0434981683428592,-487.390146180539,0.0425786922320534,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0434981683428592,0.0461631019198877,0.0437293072053116,0.0461698744127527,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +447.0508,-43.5,-11941,-473.135597706443,0.0433660939911471,-493.653640507138,0.0424521153824975,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0433660939911471,0.0460294239156737,0.0436003893579594,0.0460283182582008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +448.0499,-43.5184,-12077.5,-478.544106967555,0.0432562793616336,-499.244144545407,0.0423468595096407,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0432562793616336,0.0458912457137461,0.0434876554596099,0.0459146713000665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +449.0499,-43.532,-12220.5,-484.210164288719,0.0431333632956261,-505.095777216419,0.0422290329410683,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0431333632956261,0.0458050042198575,0.0433596974804532,0.0457987373842085,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +450.0502,-43.532,-12373.5,-490.27244939458,0.0429742380815088,-511.341534359667,0.0420764758876154,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0429742380815088,0.045607216841658,0.0432062643110904,0.0456250689822124,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +451.0502,-43.5504,-12503.5,-495.423410595638,0.0428711649678612,-516.662789360224,0.0419776448682304,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0428711649678612,0.045533664429847,0.04310446361763,0.0455372027979194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +452.05,-43.5528,-12633.5,-500.574371796696,0.042736207452131,-521.96702199502,0.0418482269176579,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042736207452131,0.0453882564020845,0.0429703611336454,0.0454007166586803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +453.0504,-43.5608,-12791,-506.814959405671,0.0426107898173431,-528.410745117191,0.0417279422503069,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0426107898173431,0.0452670461587493,0.0428323153306607,0.0452570909681521,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +454.0501,-43.5688,-12904.5,-511.31214476198,0.042484227396842,-533.034846190815,0.0416065449810106,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042484227396842,0.0451298270153508,0.0427111522250516,0.0451331201679989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +455.0504,-43.5792,-13049,-517.037636250848,0.042338203619219,-538.928080973236,0.041466462280739,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042338203619219,0.0449848616299864,0.042572318142526,0.0449842965857488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +456.0504,-43.5872,-13191,-522.664070793543,0.0422112596034801,-544.726379571221,0.0413446671224704,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0422112596034801,0.0448509623045734,0.0424474371430535,0.0448681523320375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +457.0505,-43.5896,-13307.5,-527.28012448526,0.0420896579210691,-549.473164553423,0.0412279836997203,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0420896579210691,0.0447023082325584,0.0423189072829821,0.0447105472129054,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +458.0505,-43.608,-13445.5,-532.748067914076,0.0419586435561285,-555.101454200899,0.0411022530580455,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0419586435561285,0.0445952625459611,0.0421873010480447,0.0446017582967967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +459.0506,-43.608,-13591.5,-538.532993570649,0.041817368519241,-561.053026222563,0.0409666578344846,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.041817368519241,0.0444437312983587,0.0420358591819077,0.0444551378290163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +460.0506,-43.6184,-13702,-542.911310591549,0.0416838101860489,-565.541922610106,0.0408384521634343,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0416838101860489,0.0443183159522418,0.0419051642792141,0.0443229750416827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +461.0507,-43.6288,-13850,-548.775481805062,0.0415395671862015,-571.571377801644,0.0406999715745118,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0415395671862015,0.0441574892142803,0.0417717172531159,0.0441905613619621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +462.0505,-43.6264,-13976.5,-553.787763281476,0.0413992673371437,-576.714170941605,0.0405652582099668,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0413992673371437,0.044036352744678,0.0416304328062961,0.0440405187723891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +463.0505,-43.6504,-14100,-558.681176422481,0.0412767328663739,-581.741710099143,0.0404475879905959,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0412767328663739,0.0439138883478815,0.0414979071167779,0.0439026172938915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +464.0508,-43.6528,-14228,-563.7528920666,0.0410967047131251,-586.921278203031,0.0402746812962938,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0410967047131251,0.0436860012866139,0.0413323234487034,0.0436901168518964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +465.0508,-43.6584,-14346.5,-568.448191315258,0.0409931228058273,-591.750657830595,0.0401751832765501,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0409931228058273,0.0436233673872885,0.0412093875317526,0.0436177116063021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +466.0509,-43.6712,-14466,-573.183113342384,0.0408442158641859,-596.594328153446,0.0400321298889205,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0408442158641859,0.0434058086486423,0.0410663949601763,0.0434329025385083,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +467.0507,-43.692,-14591.5,-578.155772040329,0.0407431694452454,-601.711670626315,0.0399350439633109,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0407431694452454,0.0433789550098266,0.0409671047267633,0.0433903479250841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +468.0508,-43.6872,-14714.5,-583.0293737921,0.0405760773705543,-606.686418772394,0.0397744803445334,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0405760773705543,0.0431976191740883,0.0408053006555119,0.0432062979908827,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +469.051,-43.708,-14825,-587.407690812999,0.0404155868934757,-611.148117382948,0.0396202361155412,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0404155868934757,0.0430447599992918,0.0406505898452092,0.043040793113701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +470.0511,-43.7056,-14946.5,-592.221858397065,0.0402706273425709,-616.071004160698,0.0394808979009198,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0402706273425709,0.0429000897088592,0.0405066207882654,0.042895373663843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +471.0499,-43.724,-15039,-595.886965405511,0.0401371326085851,-619.804159555719,0.0393525627382284,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0401371326085851,0.0427465665704656,0.0403736606844404,0.0427631609859236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +472.0502,-43.732,-15170,-601.077549385039,0.039979610094466,-625.10839544599,0.0392011072826894,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.039979610094466,0.0425911990887469,0.0402210368736717,0.0425967910679356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +473.0502,-43.7392,-15288.5,-605.772848633696,0.0398773595305531,-629.929470312509,0.039102782671441,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0398773595305531,0.0424951456883679,0.0401182885533385,0.0424896404679529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +474.0502,-43.7472,-15397,-610.071920097656,0.0397304877635128,-634.310375053959,0.0389615331878178,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0397304877635128,0.0423138098526296,0.0399541187953198,0.0423260974560696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +475.05,-43.7552,-15482.5,-613.459667656814,0.0395881103403828,-637.745376669386,0.038824586956026,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0395881103403828,0.0421720905115177,0.0397991172263961,0.0421697504088563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +476.0501,-43.7608,-15617.5,-618.80874275022,0.0394624171090345,-643.228431467346,0.0387036728850673,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0394624171090345,0.0420618725544008,0.0396949501579739,0.0420647746064407,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +477.0501,-43.7792,-15730.5,-623.286116717294,0.0393187761816733,-647.792964037646,0.0385654756298166,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0393187761816733,0.0418944061804683,0.0395414039938537,0.0419071897567658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +478.0502,-43.784,-15828,-627.149337618088,0.0391597993657039,-651.708379851546,0.0384125014128582,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0391597993657039,0.0417557115624097,0.0393880879549237,0.0417620881665076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +479.0505,-43.7952,-15911.5,-630.457839620306,0.0390183971304038,-655.057293980588,0.038276418534348,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0390183971304038,0.0416077214539917,0.039256181922825,0.0416312136452198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +480.0505,-43.808,-16030,-635.153138868963,0.0388897698556722,-659.854098262685,0.0381526139534339,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0388897698556722,0.0414723466539186,0.0391109483526757,0.0414753030883277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +481.0503,-43.8208,-16130,-639.115416715931,0.03872762579923,-663.866839417024,0.0379965274120807,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.03872762579923,0.0413130691643502,0.0389630506235107,0.0413316066303737,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +482.0506,-43.824,-16228.5,-643.018260395194,0.0386249088411377,-667.854782086145,0.0378976352342118,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0386249088411377,0.0412103761280004,0.0388501149459449,0.0412100677432729,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +483.0507,-43.8288,-16335.5,-647.25789769145,0.0384380374132932,-672.137220978963,0.0377176970877192,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0384380374132932,0.041014137998194,0.0386770283588832,0.041027695005567,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +484.0507,-43.8368,-16436,-651.239986927653,0.0382810194528771,-676.170117535722,0.0375664797526674,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0382810194528771,0.0408629018455236,0.0385230826670268,0.0408784673234983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +485.0505,-43.8472,-16526.5,-654.825848379159,0.0381587987381918,-679.813216136025,0.0374487583395489,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0381587987381918,0.0407408800911254,0.0383967418737881,0.040755609973446,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +486.0508,-43.8528,-16631.5,-658.986240118475,0.0379855545002799,-684.01819785743,0.0372818679804621,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0379855545002799,0.0405637493581685,0.0382189358104232,0.0405655664746887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +487.0506,-43.8552,-16740,-663.285311582435,0.0378505969845497,-688.391056596913,0.0371518408433745,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0378505969845497,0.0404232103967847,0.038083752062433,0.040428755975108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +488.0509,-43.8792,-16830.5,-666.871173033941,0.0376918406458287,-692.006775019233,0.0369988626761712,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0376918406458287,0.0402451206052988,0.0379133932776035,0.0402412518197323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +489.0509,-43.8816,-16929,-670.774016713205,0.0375425393891084,-695.956576656851,0.0368549741029921,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0375425393891084,0.0400846627360023,0.0377794048392149,0.0401148768107972,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +490.051,-43.8944,-17020,-674.379689553946,0.0373637493004087,-699.577043207727,0.0366826385231956,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0373637493004087,0.0399207375012541,0.037598351094548,0.0399297839547565,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +491.0507,-43.9,-17118.5,-678.282533233209,0.0372206129267507,-703.528624857658,0.036544648112691,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0372206129267507,0.0397832970366567,0.0374564230313888,0.0397904071074371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +492.0508,-43.9128,-17199,-681.472166900018,0.0370837389549379,-706.743702842394,0.0364126771491366,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0370837389549379,0.0396381103300932,0.0373169306676263,0.0396516389141727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +493.0508,-43.9208,-17307.5,-685.771238363979,0.0369296889574817,-711.096556892748,0.0362641245933371,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0369296889574817,0.0394777262345296,0.0371555958683817,0.039490067060514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +494.0499,-43.932,-17394.5,-689.218420090841,0.0367814222478505,-714.568853821199,0.0361211280987118,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0367814222478505,0.0393227276214758,0.0369977517784628,0.0393224260851217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +495.0499,-43.932,-17482,-692.685413206938,0.0366194520292387,-718.051173467223,0.035964891819514,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0366194520292387,0.0391572531383346,0.036848242319441,0.0391584977452197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +496.05,-43.932,-17575.5,-696.390142993853,0.0364289257670064,-721.758887817851,0.0357810791648654,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0364289257670064,0.0389782780620526,0.0366687157262171,0.0389931277530455,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +497.05,-43.9552,-17664,-699.896758888419,0.0362986364330174,-725.302056879957,0.0356553614038469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0362986364330174,0.0388271894568483,0.0365259348995726,0.0388479449398791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +498.0501,-43.9608,-17743,-703.026958387524,0.0361441709207469,-728.437284933376,0.0355062952756928,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0361441709207469,0.038683330677479,0.0363738733349422,0.0386898046214509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +499.0503,-43.9712,-17840.5,-706.890179288318,0.0360000737750794,-732.338277893577,0.0353672150487554,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0360000737750794,0.038549652673265,0.0362250794890731,0.0385483871226791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +500.0501,-43.984,-17917.5,-709.941133230483,0.0358322435256008,-735.379916805239,0.0352052036268424,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0358322435256008,0.0383762844006917,0.0360649591244854,0.038364928184197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +501.0502,-44.0024,-18003,-713.328880789641,0.0356608462086394,-738.766792303661,0.035039721716039,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0356608462086394,0.0381586518883125,0.0358730073864572,0.0381718376418811,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +502.0505,-44.008,-18072,-716.062852504049,0.0355129932415244,-741.492387745532,0.0348969495695875,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0355129932415244,0.0380237935043702,0.0357259265962817,0.0380200099103445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +503.0503,-44.0056,-18172,-720.025130351017,0.0353542772586198,-745.481098442621,0.0347436650153562,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0353542772586198,0.0378710081033068,0.0355874316871419,0.0378878536213001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +504.0503,-44.016,-18244.5,-722.897781790068,0.0352146206095348,-748.354352915279,0.0346087681283794,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0352146206095348,0.0377340102811074,0.0354349965597776,0.0377258040032739,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +505.0504,-44.0264,-18325,-726.087415456878,0.0350510442989672,-751.53753762098,0.034450743664485,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0350510442989672,0.0375535597301653,0.0352641476650997,0.0375485701516509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +506.0506,-44.0368,-18387.5,-728.563839111232,0.0348635512948799,-753.964161887681,0.0342695835287005,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0348635512948799,0.0373646989736598,0.0350785781857917,0.0373661171560082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +507.0504,-44.0344,-18483,-732.347814455087,0.0347289062632498,-757.781453055394,0.0341394660929433,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0347289062632498,0.0372240124648099,0.0349452132672815,0.0372270106040778,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +508.0505,-44.0552,-18557,-735.279900061843,0.0345568152909452,-760.688831755425,0.0339731372279549,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0345568152909452,0.0370603085512609,0.0347918237207051,0.0370628123934059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +509.0505,-44.0496,-18618,-737.696889548494,0.0343918855892678,-763.067676573405,0.0338137038868028,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0343918855892678,0.0368589062601438,0.0346217655974674,0.0368859400966618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +510.0508,-44.0736,-18701.5,-741.005391550712,0.034231094075946,-766.370816819668,0.0336582463527561,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.034231094075946,0.0367206542844832,0.0344566688708526,0.0367242588727343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +511.0506,-44.0872,-18785.5,-744.333704942165,0.0340829800044095,-769.702815724317,0.0335150243212032,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0340829800044095,0.0365673524672888,0.0343066752831692,0.0365673949744018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +512.0509,-44.0816,-18844.5,-746.671448871876,0.0338656615165443,-771.957971423439,0.0333048464818682,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0338656615165443,0.0363149430171687,0.034098169191136,0.0363248037116269,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +513.0508,-44.1,-18930,-750.059196431034,0.0336949824466191,-775.332427888703,0.0331397446060792,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0336949824466191,0.0361500218370249,0.0339329955260188,0.0361558751966367,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +514.0508,-44.108,-19002.5,-752.931847870085,0.0336286781540967,-778.251950654077,0.0330755995534116,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0336286781540967,0.0360863477280641,0.033858437759761,0.0360933123269956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +515.0508,-44.1184,-19068,-755.52713985985,0.0334405432220206,-780.792377835743,0.0328935689463569,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0334405432220206,0.0359185346175865,0.0336674748830121,0.0359096888037993,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +516.0501,-44.124,-19142,-758.459225466606,0.0332743839356884,-783.696488934347,0.0327327733915305,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0332743839356884,0.035746877895619,0.033492254428176,0.0357394468006563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +517.0499,-44.1496,-19206.5,-761.0148946779,0.0330740294761121,-786.184723736237,0.0325388521158116,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0330740294761121,0.035510108476897,0.0333068015527713,0.0355316527292371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +518.0502,-44.1424,-19288.5,-764.263962512414,0.0329398690704339,-789.438717372824,0.0324089784436538,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0329398690704339,0.0353849365840991,0.0331681971430406,0.0353815119109471,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +519.05,-44.1496,-19361,-767.136613951466,0.0327513186235436,-792.261349622777,0.0322264241020007,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0327513186235436,0.0351914428371607,0.0329784552089021,0.0352093441940248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +520.0503,-44.1608,-19426.5,-769.73190594123,0.0325958397639197,-794.821963808467,0.032075864561164,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0325958397639197,0.0350441609565797,0.0328151756728504,0.0350470887944864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +521.0503,-44.1712,-19487.5,-772.14889542788,0.032451880840527,-797.20657937345,0.0319364402542199,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.032451880840527,0.0348577789975034,0.0326601452100158,0.0348588897930943,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +522.0501,-44.1712,-19569.5,-775.397963262394,0.032250847989417,-800.405205106873,0.0317417072798908,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.032250847989417,0.0346936619510497,0.0324760697976314,0.0346955060062557,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +523.0505,-44.1816,-19625.5,-777.616838856696,0.0320945804996354,-802.574125089254,0.0315903106309351,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0320945804996354,0.034499009956503,0.0323036023789877,0.0345042392120985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +524.0502,-44.1976,-19694.5,-780.350810571104,0.0319355909638248,-805.271774865792,0.0314362532549111,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0319355909638248,0.0343669623517885,0.0321625506644196,0.0343751034479013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +525.0505,-44.2048,-19767,-783.223462010155,0.0317793616335668,-808.11380364927,0.0312848473348641,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0317793616335668,0.034201259170075,0.0319989933275967,0.0342241481311129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +526.0503,-44.2024,-19832.5,-785.81875399992,0.0315025142886217,-810.574020526069,0.0310164910333452,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0315025142886217,0.0339100890006315,0.0317240209886875,0.0339175066889621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +527.0506,-44.224,-19893.5,-788.23574348657,0.0314221969709818,-813.003842277973,0.0309386236082841,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0314221969709818,0.0338417302596246,0.0316523734175259,0.0338450299673462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +528.0504,-44.2392,-19961,-790.910281033273,0.0311835303495413,-815.573655785638,0.0307072011707874,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0311835303495413,0.033592839816569,0.0314131585936256,0.0336031155697245,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +529.0504,-44.2448,-20015.5,-793.069722459871,0.0310582526330072,-817.701082255619,0.030585704537636,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0310582526330072,0.0334560928250618,0.0312757833917533,0.0334600013822194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +530.0505,-44.2472,-20066,-795.07067277259,0.0308828121025049,-819.624690968038,0.0304155342704773,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0308828121025049,0.0332839344417099,0.0311186408280852,0.0333051806600781,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +531.0505,-44.2552,-20150,-798.398986164043,0.030687829655886,-822.900118248877,0.0302263751475728,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.030687829655886,0.0330780835944924,0.0309238878166064,0.0330964482810229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +532.0508,-44.2576,-20196,-800.221633973648,0.0305520368705799,-824.670034839447,0.0300946167940617,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0305520368705799,0.0329409456022002,0.0307663888767747,0.0329428537320089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +533.0506,-44.2792,-20265,-802.955605688056,0.0303571985821618,-827.331088462588,0.0299055368621105,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0303571985821618,0.0327112215749806,0.0305820291986147,0.0327282991132883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +534.0509,-44.2864,-20327.5,-805.432029342411,0.0301841409019215,-829.743303203003,0.0297375638374192,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0301841409019215,0.0325279307353175,0.0304105126780178,0.0325574583395621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +535.0509,-44.3048,-20377,-807.39335687666,0.0300299849057883,-831.6393671967,0.029587913376829,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0300299849057883,0.0323877753973453,0.0302623752303812,0.0324135488406668,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +536.051,-44.3184,-20446,-810.127328591068,0.0298550658887777,-834.313733364454,0.0294180796112375,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0298550658887777,0.0322494422705785,0.0300804760435465,0.0322623449720311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +537.051,-44.3232,-20488.5,-811.811296676029,0.0296590361752284,-835.888837291602,0.0292277145984951,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0296590361752284,0.0320115514911147,0.029883596390798,0.0320222933616487,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +538.0511,-44.3232,-20554.5,-814.426400055028,0.0294566041415804,-838.416636123901,0.0290310942335806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0294566041415804,0.0317820782945873,0.0296764815208491,0.0317977183179001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +539.0501,-44.3368,-20615,-816.823578152444,0.0293119413869714,-840.766262998745,0.0288905609471542,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0293119413869714,0.0316536382254171,0.0295434398141414,0.0316713830427104,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +540.0502,-44.3472,-20651.5,-818.269809566587,0.0291490510998422,-842.121598059102,0.0287322967992654,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0291490510998422,0.0314768616063788,0.0293678730346542,0.0314990369324368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +541.05,-44.3472,-20728.5,-821.320763508752,0.0289665425775486,-845.111586374753,0.0285549418214082,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0289665425775486,0.0312822892874638,0.0291864106645911,0.0312879911449436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +542.05,-44.3576,-20793,-823.876432720047,0.0287726582772247,-847.58154778136,0.0283664978234351,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0287726582772247,0.0310870565460909,0.0289984428671382,0.0311054358844697,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +543.0503,-44.368,-20841,-825.778326086591,0.0285979766972509,-849.39391541311,0.0281966873114893,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0285979766972509,0.0309012162337623,0.0288163228127201,0.0309108595927508,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +544.0503,-44.3792,-20893.5,-827.858521956249,0.028405483099571,-851.374243210513,0.0280095280752469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.028405483099571,0.0307505171538684,0.0286233669288401,0.0307299563541699,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +545.0504,-44.3816,-20944.5,-829.879283658203,0.0282469090785748,-853.320808329889,0.0278553221220061,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0282469090785748,0.0305369473609661,0.0284652188962695,0.0305795365989722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +546.0504,-44.3896,-20998,-831.999102306331,0.028049369943863,-855.336152919883,0.0276631911170195,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.028049369943863,0.0303484628504991,0.028251840356428,0.0303610121227323,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +547.0505,-44.4184,-21056,-834.297223457572,0.027832751047267,-857.518010377493,0.0274524602631577,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.027832751047267,0.030100833938278,0.0280694999224728,0.0301486695387598,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +548.0503,-44.416,-21111.5,-836.49628766264,0.0277047046452861,-859.671170249212,0.0273278734775539,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0277047046452861,0.0299643672869561,0.0279226454366158,0.0299931685611066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +549.0506,-44.4184,-21164.5,-838.596294921533,0.0275164085952208,-861.671453219032,0.0271446366964806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0275164085952208,0.0297726293548633,0.0277356933175236,0.0298014723729172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +550.0506,-44.4288,-21209,-840.359508563433,0.027332055695945,-863.328261456106,0.0269652045846008,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.027332055695945,0.0295736984838022,0.0275383330826108,0.029597522859841,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +551.0507,-44.4344,-21273,-842.895366385493,0.0271444804368842,-865.775323168684,0.026782603073916,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0271444804368842,0.0294013704208645,0.0273714852576588,0.0294172312897066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +552.0507,-44.4496,-21306,-844.202918074992,0.0269754337465868,-866.975657960199,0.0266180102577793,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0269754337465868,0.029239422322161,0.0271939998058183,0.0292507476977997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +553.0505,-44.4576,-21365,-846.540662004703,0.0268044790801009,-869.231743469863,0.026451532179176,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0268044790801009,0.0290487024675838,0.0270239368794386,0.0290733759959027,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +554.0508,-44.4736,-21411,-848.363309814309,0.026644081881858,-870.967171306566,0.0262953099083888,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.026644081881858,0.028910568529896,0.0268667575742707,0.0289282683276133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +555.0508,-44.4784,-21462,-850.384071516262,0.0264378932550921,-872.86643482484,0.0260944522417627,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0264378932550921,0.0286545220347386,0.0266508545938046,0.0286862031321248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +556.0509,-44.484,-21511.5,-852.345399050511,0.0262217831521462,-874.695415275143,0.0258838863050628,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0262217831521462,0.0284520721566128,0.02643844972947,0.0284478679099112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +557.0509,-44.4968,-21529.5,-853.058609062966,0.0260724098163255,-875.2999027158,0.0257383191280017,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0260724098163255,0.0283155833731712,0.0262783157815373,0.0283219315658783,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +558.051,-44.5024,-21603,-855.970883280487,0.0258666875837389,-878.11201469908,0.0255378041774982,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0258666875837389,0.0280782532740783,0.0260898301846525,0.0281013014207718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +559.051,-44.5128,-21657.5,-858.130324707085,0.02568763461832,-880.173662943061,0.0253632507046157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.02568763461832,0.0278880867224986,0.0258972663583509,0.027900487416642,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +560.051,-44.5232,-21702,-859.893538348985,0.0255239726608211,-881.841437513021,0.0252036748156482,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0255239726608211,0.0277313544267192,0.0257295251480404,0.0277276643216154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +561.0501,-44.5288,-21723.5,-860.745428086084,0.0253309702694911,-882.548944934533,0.0250154582939823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0253309702694911,0.0275146293312559,0.0255537774535945,0.0275403414629782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +562.0501,-44.5392,-21781,-863.02373784809,0.0251743042246833,-884.749759977801,0.0248626510351457,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0251743042246833,0.0273818882534511,0.0253842830436963,0.0273941862817889,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +563.0502,-44.5528,-21825.5,-864.786951489991,0.0249614588809931,-886.373295420428,0.0246550107917186,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0249614588809931,0.0271195119720014,0.0251776654794825,0.0271421535938427,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +564.0502,-44.56,-21871.5,-866.609599299596,0.024792666587521,-888.095162156576,0.0244903156297417,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.024792666587521,0.026962609996636,0.0249997226897681,0.0269694741026465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +565.0503,-44.5656,-21919,-868.491681276906,0.0246124688363888,-889.867405716997,0.0243144619164062,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0246124688363888,0.0267661800551238,0.0248360387857822,0.0267963414426032,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +566.0503,-44.5784,-21960,-870.116215194163,0.0244134033207265,-891.358713291602,0.0241201593270699,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0244134033207265,0.026591867478768,0.0246358846445499,0.0265925655145779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +567.0504,-44.5864,-22016,-872.335090788465,0.0242429150484201,-893.483036288206,0.0239537202116639,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0242429150484201,0.0263864076323353,0.024459143535681,0.0264153502257968,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +568.0504,-44.5816,-22049,-873.642642477964,0.0240786594983295,-894.678786189412,0.0237933395834621,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0240786594983295,0.0262260973105048,0.0242871380758088,0.0262357108866505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +569.0504,-44.6128,-22100,-875.663404179918,0.0238520343266116,-896.549757754975,0.0235720184485951,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0238520343266116,0.0259455062943749,0.0240685999631784,0.0259662100769477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +570.0502,-44.6152,-22144,-877.406806432584,0.0236812916574802,-898.184932917972,0.0234052395567839,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0236812916574802,0.0257929127050173,0.0238746689908787,0.0257813277709008,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +571.0503,-44.6312,-22192,-879.308699799128,0.0233988263826468,-899.883491402479,0.0231292706055574,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0233988263826468,0.025478806281981,0.0236139496999726,0.025504029616039,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +572.0506,-44.6288,-22228.5,-880.754931213272,0.0233122890626324,-901.287344763055,0.0230447082856356,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0233122890626324,0.0254387176354633,0.0235336092737528,0.0254639398750791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +573.0507,-44.6576,-22275.5,-882.617201801347,0.0230930837983141,-902.999554804379,0.0228304738352536,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0230930837983141,0.0251894509463694,0.0233115167787299,0.0252144162038704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +574.0504,-44.6416,-22322,-884.459661000187,0.0229008445974594,-904.714534249474,0.0226425561696611,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0229008445974594,0.0249642935132232,0.0231142540009641,0.0249829400451506,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +575.0507,-44.6472,-22350,-885.569098797338,0.0226819361294371,-905.655520534462,0.0224285257516104,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0226819361294371,0.0247558089437372,0.0228903278973851,0.0247755201788884,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +576.0508,-44.6632,-22399,-887.510614942352,0.0225394739073656,-907.514637290355,0.022289213478032,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0225394739073656,0.0245981544762949,0.0227525524961656,0.0246194442626696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +577.0506,-44.6704,-22447,-889.412508308897,0.0223715720027814,-909.310064278704,0.0221249990929639,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0223715720027814,0.0244302454599645,0.0225867700098359,0.024463359158553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +578.0509,-44.692,-22473,-890.442700549108,0.0221072961009447,-910.127980991072,0.0218664726709679,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0221072961009447,0.0241469543252064,0.0223134268577497,0.0241698593565977,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +579.0506,-44.692,-22521,-892.344593915653,0.0219425317572037,-911.924893506016,0.021705259043147,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0219425317572037,0.0239858324923128,0.022156258098933,0.024015686394885,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +580.0509,-44.7104,-22565,-894.087996168319,0.0217802265827723,-913.561435309802,0.0215464261739524,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0217802265827723,0.0238302436893948,0.0219943596896941,0.0238515324730567,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +581.051,-44.7128,-22594.5,-895.256868133174,0.0215438919322286,-914.54418535182,0.0213151024701347,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0215438919322286,0.023606783052108,0.0217626082931776,0.023624473755703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +582.051,-44.7208,-22644,-897.218195667424,0.0213397384800637,-916.364597322521,0.0211152345483351,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0213397384800637,0.0233561736810732,0.0215551967535461,0.0233786713778382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +583.0508,-44.7264,-22680.5,-898.664427081567,0.021192993911436,-917.709816813131,0.0209715457187235,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.021192993911436,0.0232097328210486,0.0213945125372936,0.0232227305082566,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +584.0501,-44.7368,-22698.5,-899.377637094021,0.0209788765836202,-918.245569544684,0.0207618500200473,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0209788765836202,0.022974615933946,0.0211938651847905,0.0230034189961948,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +585.0502,-44.7472,-22759,-901.774815191437,0.0207568729542257,-920.492840463686,0.020544384434386,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0207568729542257,0.0227414171639016,0.0209771168418276,0.0227726488014999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +586.0502,-44.7496,-22790.5,-903.022932713232,0.0205412716449299,-921.572172075696,0.0203331450221834,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0205412716449299,0.0225080708463913,0.0207556265367929,0.0225219357930472,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +587.0502,-44.768,-22840,-904.984260247481,0.020371800959924,-923.420419469107,0.0201670716233012,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.020371800959924,0.0223473916558957,0.0205885132578256,0.0223849996119986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +588.0503,-44.7736,-22861,-905.816338595344,0.0202262011770092,-924.137562089195,0.0200243685695792,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0202262011770092,0.0221476861606378,0.0204325732702536,0.0221650268648488,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +589.0501,-44.784,-22900.5,-907.381438344896,0.0200398555026034,-925.565231255072,0.0198417005549701,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0200398555026034,0.0220117949444336,0.0202670014498327,0.0220371399187257,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +590.0501,-44.7944,-22945,-909.144651986797,0.0198463443176229,-927.187849784652,0.0196519731225497,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0198463443176229,0.0218235243777924,0.0200559190208552,0.0218350488679855,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +591.0504,-44.7944,-22983,-910.650317568645,0.0196103488628461,-928.508487988228,0.0194205433926424,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0196103488628461,0.021568414809044,0.0198389438954326,0.0216047108369849,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +592.0505,-44.8104,-23001,-911.363527581099,0.0194117073418922,-929.054649660578,0.0192257033996391,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0194117073418922,0.0213303469726211,0.0196199114430885,0.0213610649667466,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +593.0503,-44.8128,-23047,-913.186175390704,0.0192442718314876,-930.759778382679,0.0190614427176098,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0192442718314876,0.0211967427421402,0.0194532800669553,0.0212250767860765,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +594.0505,-44.8288,-23083,-914.612595415613,0.0190752675406611,-932.059075369224,0.0188956156351045,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0190752675406611,0.0210429982825475,0.0192893093203152,0.0210656350392818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +595.0506,-44.8312,-23103,-915.405050985006,0.0188512287366653,-932.661560987823,0.0186757462675806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0188512287366653,0.0207331486039058,0.0190637798846406,0.0207753397000126,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +596.0504,-44.8416,-23144,-917.029584902263,0.0186960466733376,-934.174412822427,0.018523423849838,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0186960466733376,0.0206168812006822,0.0189130604617914,0.0206557976081718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +597.0504,-44.8472,-23185,-918.65411881952,0.0184748910333599,-935.626153562058,0.0183063034926277,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0184748910333599,0.0203630257853952,0.0187085604312239,0.0204077958537426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +598.0505,-44.8656,-23216.5,-919.902236341315,0.0183063955361837,-936.742330534399,0.0181408507769419,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0183063955361837,0.0201601553969912,0.0185206102259186,0.0201778601517196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +599.0505,-44.8704,-23256,-921.467336090867,0.018008284856605,-938.061382365248,0.0178480564612314,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.018008284856605,0.0198596307182022,0.0182303922996313,0.0198987949534726,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +600.0506,-44.884,-23285.5,-922.636208055723,0.0177976442853994,-939.056959091528,0.0176411206537046,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0177976442853994,0.0196250966435903,0.0180105457031279,0.0196681503973879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +601.0506,-44.8888,-23311.5,-923.666400295935,0.0177038990553397,-940.018897007583,0.0175490104507598,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0177038990553397,0.019575505940261,0.0179160217662907,0.0195968885090937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +602.0507,-44.8944,-23344.5,-924.973951985434,0.0174875345555688,-941.14946593378,0.0173363872085302,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0174875345555688,0.019340625129104,0.0176973363524025,0.0193499800581149,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +603.0507,-44.9208,-23397,-927.054147855092,0.0173284941403931,-943.118600224026,0.0171800680000546,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0173284941403931,0.0191829927937818,0.0175379666527236,0.0192036132728771,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +604.0507,-44.9152,-23416.5,-927.826792035251,0.0170725709343148,-943.66718075703,0.0169284723714228,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0170725709343148,0.0189058470109835,0.0172800042818914,0.018921675951579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +605.0508,-44.9184,-23448.5,-929.094720946281,0.0168675270932619,-944.766251324049,0.0167268500700126,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0168675270932619,0.0186748614529295,0.0170751853493509,0.0187015158706756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +606.0498,-44.9416,-23486,-930.580575138894,0.0166955124400048,-946.117094707552,0.0165576744405157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0166955124400048,0.0184875056805775,0.0169146465677052,0.0185238315110289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +607.0501,-44.944,-23519,-931.888126828393,0.0164799959296507,-947.245639365415,0.0163456745317285,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0164799959296507,0.0182550446478632,0.0166937192527901,0.0182891113346432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +608.0502,-44.9656,-23543.5,-932.8588849009,0.0162748248901854,-948.040999899916,0.0161438095177479,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0162748248901854,0.0180723882623039,0.016499690157812,0.0180988060570263,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +609.0502,-44.968,-23576.5,-934.166436590399,0.0160978918983091,-949.20454690166,0.01596969480851,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0160978918983091,0.0178687211175835,0.0163190261547889,0.0178935386901995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +610.0503,-44.9736,-23610.5,-935.513611058369,0.0158705035361159,-950.360683130755,0.0157458838834452,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0158705035361159,0.0176355002154194,0.0160819507698444,0.0176629012055046,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +611.0503,-44.9888,-23642,-936.761728580164,0.0157112935230568,-951.479467059053,0.0155891488569594,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0157112935230568,0.0174472075166581,0.0159275535722073,0.0174846604230756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +612.0504,-44.992,-23652,-937.15795636486,0.0155044689042281,-951.688092757669,0.0153855027220984,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0155044689042281,0.0172460294976893,0.0157214484460225,0.0172775241124864,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +613.0502,-45.0104,-23702.5,-939.158906677579,0.0153033936536472,-953.531225129795,0.0151874778326492,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0153033936536472,0.0170247997780886,0.0155175686418164,0.017068401087628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +614.0504,-45.0072,-23724.5,-940.030607803912,0.0150604404457033,-954.187882789881,0.0149481579580304,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0150604404457033,0.016775325784805,0.015292213572726,0.0168234596914951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +615.0502,-45.0152,-23764,-941.595707553465,0.0149115589437444,-955.636367447825,0.0148014746517871,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0149115589437444,0.0166084525516859,0.0151185573311819,0.0166275404370527,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +616.0503,-45.0256,-23786.5,-942.487220069032,0.0147178188016214,-956.358576196852,0.0146105628086342,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0147178188016214,0.0164341466149661,0.0149376741953261,0.0164635298789494,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +617.0506,-45.044,-23816,-943.656092033888,0.0144791860997575,-957.319464204617,0.0143753636610033,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0144791860997575,0.016170855539227,0.0147000587022079,0.0162069318730021,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +618.0504,-45.0472,-23854,-945.161757615736,0.0143095542967624,-958.686601105562,0.0142081389519808,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0143095542967624,0.0159798110802245,0.0145254991734761,0.0160228934170786,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +619.0507,-45.0656,-23877,-946.073081520538,0.0140896494411751,-959.402919584895,0.0139913129385968,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0140896494411751,0.0157490247112496,0.0143004979112464,0.0157732559316172,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +620.0507,-45.0496,-23902,-947.06365098228,0.0139064625273477,-960.233956155678,0.0138106548858082,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0139064625273477,0.0155467445127098,0.0141193851484213,0.0155915815348831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +621.0505,-45.0656,-23942.5,-948.668373510302,0.0137046876854976,-961.66957728637,0.0136116277276719,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0137046876854976,0.0153603994405,0.0139097608744191,0.0153875031998595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +622.0508,-45.0704,-23969.5,-949.738188528984,0.013503023082272,-962.562525210806,0.0134126697197482,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.013503023082272,0.0151353084037134,0.0137134690569622,0.0151497850510147,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +623.0509,-45.0864,-23981,-950.193850481385,0.0133228550107695,-962.853145383473,0.0132348862466594,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0133228550107695,0.0149265951356551,0.0135305716993092,0.0149784425186073,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +624.0509,-45.0888,-24017,-951.620270506294,0.0131228355070128,-964.108226781287,0.0130374770534673,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0131228355070128,0.0147159785052851,0.0133479266839863,0.0147704626665316,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +625.0509,-45.1072,-24051.5,-952.987256363497,0.0128939589233925,-965.275034901564,0.0128115395536172,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0128939589233925,0.0144880840666441,0.0131105115792409,0.0145206560874515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +626.051,-45.1152,-24068,-953.641032208247,0.0126999393687566,-965.75221549685,0.0126199714852173,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0126999393687566,0.0142807503673933,0.0129049415716428,0.014311806664228,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +627.051,-45.1232,-24101,-954.948583897747,0.0124829774604413,-966.869185546423,0.0124057074724782,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0124829774604413,0.0140438629106984,0.0126996444358519,0.0140917656009921,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +628.0511,-45.1336,-24137,-956.375003922655,0.0122823287485373,-968.121516127717,0.0122075129341329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0122823287485373,0.0138368685706192,0.012500392121759,0.0138941020434216,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +629.0501,-45.1416,-24150,-956.890100042761,0.0120767981615589,-968.446268643771,0.012004455497384,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0120767981615589,0.0136349646181176,0.0122916816977597,0.0136679760468503,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +630.0502,-45.1392,-24194.5,-958.653313684662,0.0118617395654902,-970.024609625184,0.0117919405490601,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0118617395654902,0.0133694234435218,0.0120619350092974,0.0134200409848852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +631.0502,-45.1736,-24209,-959.227843972472,0.0116702974746875,-970.422318257634,0.0116027247739997,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0116702974746875,0.0131756198469047,0.0118784519960974,0.0132233540223286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +632.05,-45.1784,-24232.5,-960.158979266509,0.011456290385496,-971.158839349228,0.0113911640231562,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.011456290385496,0.0129587988455886,0.0116796248250724,0.0130065463495115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +633.0503,-45.176,-24268.5,-961.585399291418,0.0112234282516154,-972.377684028166,0.0111609129035511,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0112234282516154,0.0127199932718355,0.0114354314909735,0.0127606601833415,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +634.0503,-45.192,-24283.5,-962.179740968463,0.0110939572274137,-972.854121859851,0.0110328706631904,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0110939572274137,0.0126049800220731,0.0113015221845439,0.0126506345834403,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +635.0501,-45.1944,-24306.5,-963.091064873266,0.0108079643166053,-973.500118736058,0.0107499757218795,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0108079643166053,0.0122805969180285,0.0110283166095436,0.0123280059151684,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +636.0504,-45.2072,-24346,-964.656164622818,0.0106462908942896,-974.926174764362,0.010590018184138,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0106462908942896,0.0121107697846397,0.0108593009391862,0.0121703252780959,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +637.0505,-45.2232,-24367.5,-965.508054359916,0.0104863600902261,-975.632719487948,0.0104317595915419,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0104863600902261,0.0119596074057024,0.010712161496981,0.012009850517723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +638.0503,-45.2176,-24387,-966.280698540075,0.0102372207994844,-976.17272740531,0.0101851753537369,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0102372207994844,0.0116826608119832,0.0104656879748034,0.0117369061607146,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +639.0505,-45.2336,-24395.5,-966.617492157067,0.010011121381205,-976.294417200247,0.00996134206106439,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.010011121381205,0.0114403140990456,0.0102318703452957,0.0115008463505231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +640.0506,-45.2472,-24433,-968.10334634968,0.00981637213167588,-977.606609059369,0.00976850455315038,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00981637213167588,0.0112461416337637,0.0100437928803786,0.0113001594107115,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +641.0504,-45.2656,-24467.5,-969.470332206884,0.00961892203585305,-978.795591748455,0.00957295474076242,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00961892203585305,0.0110201726895543,0.00983128879835297,0.0110719580145119,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +642.0507,-45.26,-24484,-970.124108051634,0.00940072587894115,-979.24397885998,0.00935681404298697,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00940072587894115,0.0107939086504128,0.00962286843170421,0.0108562978083333,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +643.0508,-45.268,-24500,-970.758072507149,0.00922362328918138,-979.711979272887,0.00918134544697278,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00922362328918138,0.0106133105520047,0.00945034591585623,0.0106730863162995,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +644.0505,-45.2784,-24521.5,-971.609962244247,0.009023370588335,-980.377159000895,0.00898290323240629,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.009023370588335,0.0103919893529748,0.00924890879184731,0.0104754947015705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +645.0508,-45.2864,-24564.5,-973.313741718443,0.00880649729491385,-981.885226551989,0.00876794626531202,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00880649729491385,0.0101885951710664,0.00903492438055594,0.0102457319608138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +646.0509,-45.2968,-24577.5,-973.828837838549,0.00861243491681213,-982.215875324548,0.00857555947285994,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00861243491681213,0.00998232381357086,0.00883888929812974,0.01003430970011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +647.0509,-45.3048,-24604,-974.878841467995,0.0083771178535691,-983.045516415923,0.00834222453665521,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0083771178535691,0.00973156689507019,0.00860855947255933,0.00980456410576593,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +648.051,-45.3024,-24620,-975.51280592351,0.00818657463154846,-983.498914313234,0.00815324640192237,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00818657463154846,0.00953060724635115,0.00841175649212467,0.0095905350752713,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +649.0507,-45.3208,-24656.5,-976.959037337654,0.00796211183284438,-984.737694449044,0.00793058147533399,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00796211183284438,0.00928250618223881,0.00819771811024466,0.0093559327651561,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +650.051,-45.3312,-24664.5,-977.276019565411,0.00775202245475986,-984.85188521358,0.00772212991439922,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00775202245475986,0.00909261259347136,0.00798617817614676,0.0091512745399803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +651.0498,-45.3416,-24682.5,-977.989229577865,0.00758102538880325,-985.403390757271,0.00755243382714477,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00758102538880325,0.00887431611749499,0.0077988117471964,0.00893822428092132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +652.0501,-45.3472,-24717.5,-979.376026824304,0.00735130505571291,-986.575718761742,0.00732441591248364,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00735130505571291,0.0086554294516546,0.00757823340354695,0.00871784625706202,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +653.0502,-45.3656,-24742,-980.346784896811,0.00712841103743025,-987.335099738779,0.00710312401521445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00712841103743025,0.00840659065021218,0.00735704960114195,0.00847873827164359,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +654.05,-45.368,-24748.5,-980.604332956864,0.0069423197598494,-987.412001794145,0.00691833281074992,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0069423197598494,0.00821544290798346,0.00717141195784513,0.00827953143162661,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +655.05,-45.3808,-24776.5,-981.713770754015,0.00671730576802394,-988.308242328849,0.0066948451965478,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00671730576802394,0.00796881731853139,0.00693375622909079,0.00803485149179196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +656.0503,-45.384,-24804.5,-982.823208551166,0.00651959703542889,-989.230819827987,0.00649843638548803,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00651959703542889,0.00776616087395308,0.00675434925465177,0.00785550702367951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +657.0503,-45.3864,-24813,-983.160002168158,0.00630331733459971,-989.35717165251,0.00628353451794921,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00630331733459971,0.00753192927164671,0.00651911785810228,0.00759843851280964,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +658.0504,-45.4024,-24796,-982.486414934174,0.00611938843003242,-988.498630934386,0.00610074100786549,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00611938843003242,0.00733576491557326,0.00633814482282105,0.00741058188221816,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +659.0504,-45.4208,-24850.5,-984.645856360771,0.00590637348845879,-990.461542542301,0.00588899924351918,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00590637348845879,0.00710064802847078,0.00612934593095376,0.0071901154130656,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +660.0505,-45.4312,-24875,-985.616614433279,0.00569530892254467,-991.230005531669,0.00567915196755579,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00569530892254467,0.00689754894149448,0.00591896052240453,0.00697134567266632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +661.0505,-45.4336,-24895,-986.409070002672,0.00549641300476567,-991.830781643054,0.00548136284953296,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00549641300476567,0.00669400721212006,0.0057271689861561,0.00677329942576258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +662.0506,-45.4472,-24916,-987.241148350535,0.00528055729864488,-992.45433180198,0.00526666404390928,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00528055729864488,0.00645874277755154,0.00550668235893584,0.00654683513158014,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +663.0507,-45.4544,-24934,-987.95435836299,0.00507131590997742,-992.964587018888,0.00505850009787406,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00507131590997742,0.00624988933940045,0.00529438574846087,0.00632274283342696,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +664.0506,-45.46,-24954.5,-988.766625321618,0.00483926360599024,-993.551527666355,0.00482759200934199,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00483926360599024,0.00601337075137077,0.00507675776809035,0.00608761702960163,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +665.0504,-45.4624,-24972,-989.460023944837,0.00463642453742178,-994.047580678653,0.00462570942827453,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00463642453742178,0.00581005034319535,0.00487557664656665,0.0058812859052266,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +666.0505,-45.476,-24985.5,-989.994931454178,0.00441582009056521,-994.366570962051,0.00440609896435259,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00441582009056521,0.00554926019700537,0.00466155828437167,0.00564560806902539,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +667.0505,-45.484,-25013.5,-991.104369251329,0.00420280514899173,-995.269787797607,0.00419399803120833,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00420280514899173,0.00532137313573781,0.00443208109998444,0.00540316355301607,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +668.0509,-45.4968,-25041,-992.193995659245,0.00397664637145322,-996.139600311861,0.00396876041280386,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00397664637145322,0.00509739608231974,0.00421061893919949,0.00517823908861432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +669.0506,-45.5024,-25059.5,-992.927017060934,0.0037527347658702,-996.65320879783,0.00374571082393488,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0037527347658702,0.00485305747859097,0.00399012158602402,0.00492699136699702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +670.0509,-45.5072,-25059.5,-992.927017060934,0.00354654613910425,-996.448478539704,0.00354027197437963,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00354654613910425,0.00463852346299805,0.00378387166445004,0.00472392710710328,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +671.0507,-45.5256,-25089,-994.09588902579,0.00334230788799751,-997.418463557107,0.00333673479153867,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00334230788799751,0.00441240697132272,0.00357997169963511,0.00449905225395985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +672.0508,-45.536,-25108.5,-994.868533205949,0.00312119464749076,-997.973711546748,0.00311633383121974,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00312119464749076,0.00416674044039972,0.00335684710334831,0.00425812495500452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +673.0508,-45.5392,-25128.5,-995.660988775342,0.00291360683818653,-998.561953440753,0.00290937051244638,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00291360683818653,0.00393789432060297,0.00314392577160017,0.00404530721208769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +674.0501,-45.5496,-25141.5,-996.176084895448,0.00262372165595372,-998.789773662531,0.00262028570696006,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00262372165595372,0.00366456263980125,0.00285625018408871,0.00375388932441594,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +675.0499,-45.5464,-25160,-996.909106297137,0.00246247646829375,-999.363971512421,0.00245944954125459,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00246247646829375,0.00346087336296092,0.00269879745456593,0.0035577942418951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +676.0499,-45.5648,-25179.5,-997.681750477296,0.00223686888387632,-999.91343374095,0.00223437081721263,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00223686888387632,0.00323099441090189,0.00248405000051232,0.00333619245669626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +677.05,-45.5728,-25192.5,-998.196846597402,0.00204929362481554,-1000.24244503145,0.00204719668697405,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00204929362481554,0.00303896138387718,0.00229062361682053,0.00313403338988272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +678.0501,-45.5728,-25218.5,-999.227038837613,0.00185561284195175,-1001.08121736291,0.00185389331929246,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00185561284195175,0.0028332802162455,0.00208624531090848,0.0029233964682314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +679.0501,-45.5968,-25223.5,-999.425152729962,0.00161321506707596,-1001.03744044476,0.00161191523340277,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00161321506707596,0.00255500569533228,0.00185962092449164,0.0026811243290991,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +680.0501,-45.6128,-25253.5,-1000.61383608405,0.00139261062021954,-1002.00730153892,0.00139164183737034,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00139261062021954,0.00234283243919574,0.00162098456611581,0.00243758682898669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +681.0504,-45.6128,-25281.5,-1001.7232738812,0.0011458033003747,-1002.87105171448,0.00114514736877096,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0011458033003747,0.00207422227730653,0.00138509812652273,0.00216219530140573,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +682.0504,-45.6208,-25291.5,-1002.1195016659,0.000948688160371769,-1003.07020057241,0.000948238440165947,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000948688160371769,0.00184272030312144,0.00117972833720058,0.00194429000928732,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +683.0505,-45.6312,-25299.5,-1002.43648389366,0.000730458083883086,-1003.1687217269,0.000730191429222479,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000730458083883086,0.00162774364513066,0.000973239689520538,0.00172893499753866,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +684.0505,-45.6336,-25329,-1003.60535585851,0.000491706663500918,-1004.09883529951,0.000491585815392304,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000491706663500918,0.00133936212279491,0.000732563876246053,0.00144308055552625,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +685.0506,-45.6416,-25343.5,-1004.17988614632,0.000254481624069278,-1004.4354314746,0.000254449249113213,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000254481624069278,0.00110129428637188,0.000499908520843716,0.0012120294356096,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +686.0504,-45.6576,-25360,-1004.83366199107,0.00010459949459843,-1004.93876708427,0.000104594024452823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00010459949459843,0.000962378347114265,0.000359053112163071,0.00108164511085082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +687.0507,-45.6648,-25381.5,-1005.68555172817,-0.000185412886047228,-1005.49908466757,-0.000185430077141387,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000185412886047228,0.000637552600671639,6.22332152032445e-05,0.000746824349328248,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +688.0508,-45.668,-25391.5,-1006.08177951287,-0.000375320116004843,-1005.70417678267,-0.00037539056622771,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000375320116004843,0.000441830886996447,-0.000126350415843254,0.000545263777180421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +689.0508,-45.6888,-25414.5,-1006.99310341767,-0.000584179909434818,-1006.40483827771,-0.000584350609000859,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000584179909434818,0.000209074759350083,-0.000336075047003596,0.000322487139056184,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +690.0505,-45.6888,-25439.5,-1007.98367287941,-0.000851381374760447,-1007.12549435426,-0.00085174400572257,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000851381374760447,-6.95686302284366e-05,-0.000587295796067776,4.21151207242144e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +691.0506,-45.6992,-25450.5,-1008.41952344258,-0.00101945287722809,-1007.39148725795,-0.00101997287274982,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00101945287722809,-0.000285135478083251,-0.000762475089906947,-0.000161165147670876,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +692.0506,-45.7072,-25390,-1006.02234534516,-0.00125137798280273,-1004.76343113199,-0.00125216161004145,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00125137798280273,-0.000520473686384863,-0.000992280498965804,-0.000399217781128052,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +693.0507,-45.6968,-25191,-998.137412429697,-0.00130047657005252,-996.839358111139,-0.00130132292356198,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00130047657005252,-0.000597419689914143,-0.00105943562046516,-0.000476229026705407,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +694.051,-45.7152,-25082,-993.818529576502,-0.00133778810440436,-992.489010969698,-0.0013386837417816,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00133778810440436,-0.000632167118161884,-0.00109535896187913,-0.000508827403512399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +695.051,-45.7096,-25021.5,-991.421351479087,-0.00137942438478361,-990.053760691262,-0.00138037666643465,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00137942438478361,-0.000679308533555187,-0.00112270470694963,-0.00054822970885062,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +696.0508,-45.7048,-24975.5,-989.598703669481,-0.00140159930804061,-988.21168281118,-0.00140258246712155,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00140159930804061,-0.000690005724841612,-0.00114941592957516,-0.000570483367182682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +697.0499,-45.6968,-24850.5,-984.645856360771,-0.00134851517053061,-983.318046485868,-0.00134942523536266,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00134851517053061,-0.00062478974486091,-0.0010981614290933,-0.000504716127537009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +698.0499,-45.6808,-24369,-965.567488527621,-0.00132048912029583,-964.292467164109,-0.0013213617343237,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00132048912029583,-0.000592550623535594,-0.00105734434879728,-0.000479705288303424,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +699.0499,-45.6864,-23941.5,-948.628750731833,-0.00123208622356394,-947.45995831678,-0.0012328458658224,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00123208622356394,-0.000516784999734508,-0.000986888802724799,-0.000410501180742059,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +700.0502,-45.6728,-23496,-930.97680292359,-0.00114304733476918,-929.912652370276,-0.00114370111162006,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00114304733476918,-0.00045724959719538,-0.000886843682051865,-0.00032005047851428,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +701.0501,-45.6648,-23080,-914.493727080204,-0.00105231246714044,-913.531393930076,-0.00105286653664162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.00105231246714044,-0.000335891806394086,-0.000796385425923777,-0.000222544809488314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +702.0501,-45.66,-22691.5,-899.100277644733,-0.000944066618048687,-898.25146708633,-0.000944512529607247,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000944066618048687,-0.000228034608733594,-0.000696103887054421,-0.000104523126860579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +703.0504,-45.6544,-22266,-882.240785405885,-0.000917482149822787,-881.43134523343,-0.000917903294185073,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000917482149822787,-0.000208115700820886,-0.000660095914663093,-9.23059370896523e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +704.0504,-45.6392,-21874.5,-866.728467635005,-0.000790241337788224,-866.043542971242,-0.000790553743068796,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000790241337788224,-8.07822376459376e-05,-0.00054890883856421,3.29268320114487e-05,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +705.0505,-45.644,-21482,-851.176527085656,-0.000742499533605819,-850.544528911279,-0.000742775322908606,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000742499533605819,-2.3238725898028e-05,-0.000486092737944253,0.00010228527899272,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +706.0505,-45.628,-21084,-835.406661254723,-0.000663806115699671,-834.852113203886,-0.000664026532527427,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000663806115699671,3.74032826360758e-05,-0.00042453079991289,0.000157225688375504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +707.0503,-45.6072,-20707.5,-820.488685160889,-0.000550175533809418,-820.037272360546,-0.000550326935902794,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000550175533809418,0.000199336626592855,-0.000295426504322417,0.000304783886222592,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +708.0504,-45.6072,-20293,-804.065043485207,-0.000491197869850592,-803.670088448626,-0.000491318547043512,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000491197869850592,0.000218739118374487,-0.000244564905017048,0.000335197561285292,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +709.0504,-45.5944,-19923,-789.404615451425,-0.000415175618608168,-789.076873901873,-0.000415261827867445,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000415175618608168,0.000295537574437726,-0.000152383712049321,0.00042952000881339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +710.0507,-45.5784,-19530.5,-773.852674902076,-0.000321684785373917,-773.603738270439,-0.000321736537023213,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000321684785373917,0.000387680966967074,-8.10750251735991e-05,0.00048704569259066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +711.0505,-45.5808,-19167,-759.449794928348,-0.000254142428302544,-759.256786513291,-0.000254174727962096,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000254142428302544,0.000442421076860477,-1.04309030183751e-05,0.000567102948433371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +712.0508,-45.5784,-18779,-744.076156882112,-0.000180918542136539,-743.94153970857,-0.000180934909870157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-0.000180918542136539,0.000499153077545099,6.18968253320682e-05,0.000635413752451116,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +713.0506,-45.56,-18412,-729.53459718374,-9.00140766242149e-05,-729.468928800609,-9.00181281343598e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-9.00140766242149e-05,0.000606493859074516,0.000162853411561358,0.000717863089122647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +714.0509,-45.544,-18062,-715.666624719352,-2.21325237861088e-05,-715.650785210757,-2.21327687140521e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,-2.21325237861088e-05,0.00069369441149223,0.000225377312238822,0.000812254166076626,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +715.0509,-45.5496,-17677.5,-700.43166639776,6.23272221561674e-05,-700.475322357837,6.2325279895659e-05,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,6.23272221561674e-05,0.000757582464278699,0.00031519621734659,0.000885298634435345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +716.0507,-45.5416,-17305.5,-685.691992807039,0.000104557095127381,-685.763686769959,0.000104551629415378,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000104557095127381,0.000788493658409913,0.000358517041235373,0.000922073206903003,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +717.0507,-45.528,-16922.5,-670.516468653152,0.000171887454844564,-670.63172202238,0.000171872683888681,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000171887454844564,0.000871562881779019,0.000427964502399635,0.00101079446730928,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +718.0511,-45.5208,-16547.5,-655.657926727022,0.000271102216644346,-655.835677044318,0.000271065475078787,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000271102216644346,0.000952050024492875,0.00052614808903711,0.00108736245019329,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +719.0498,-45.5072,-16184,-641.255046753294,0.000357469938775233,-641.484276155596,0.000357406061618926,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000357469938775233,0.00107001422357576,0.000616857594041068,0.00119844621794619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +720.0501,-45.4912,-15821,-626.8719781688,0.000424164306429546,-627.13787488664,0.00042407437417993,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000424164306429546,0.00110527806795445,0.000671998517773427,0.00124215582861288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +721.0502,-45.4864,-15452.5,-612.270984302723,0.000549581941217445,-612.607477378827,0.000549430976371461,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000549581941217445,0.00127075255109567,0.000799841978513658,0.00138570337121704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +722.05,-45.4808,-15082.5,-597.610556268942,0.000592490205722126,-597.964634670368,0.000592314752699602,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000592490205722126,0.00129753241617828,0.000835851678902055,0.00141918927425983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +723.0503,-45.468,-14719.5,-583.227487684448,0.000699379271746648,-583.635384900047,0.000699134820033473,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000699379271746648,0.00140465187650857,0.000945015953202463,0.00150875287232397,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +724.0503,-45.46,-14373,-569.498194944704,0.000754032189678227,-569.927614915656,0.000753748050231197,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000754032189678227,0.00147340899567398,0.00099670806089963,0.001589709975753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +725.0501,-45.4544,-14003,-554.837766910923,0.000828952054678352,-555.297700817817,0.000828608663680457,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000828952054678352,0.00155382236465462,0.00108223555847113,0.00166535576392803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +726.0501,-45.4496,-13641,-540.494321104899,0.000873937893255086,-540.966679573202,0.000873556231883919,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.000873937893255086,0.00158893866156753,0.00111174063951532,0.00168459988659406,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +727.0504,-45.436,-13284,-526.348989191223,0.00100300188253661,-526.876918218253,0.0010024992122399,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00100300188253661,0.00170845210904351,0.00124858165817905,0.00183300518636074,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +728.0505,-45.4256,-12926,-512.164034499078,0.00109433034275732,-512.724511142499,0.00109373199979122,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00109433034275732,0.00180502192555342,0.00133112871194658,0.00191201678490359,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +729.0505,-45.4152,-12564,-497.820588693054,0.00113868018927133,-498.38744713521,0.00113803238469957,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00113868018927133,0.0018813777392188,0.00138494235671912,0.00199463957337988,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +730.0506,-45.4096,-12209,-483.754502336318,0.0012105048928989,-484.340089528358,0.00120977282257469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0012105048928989,0.00194069182055867,0.00146062651480375,0.00204249759906915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +731.0504,-45.3968,-11883.5,-470.857287944437,0.00131641877109367,-471.477133316793,0.00131555305158622,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00131641877109367,0.00201335894757343,0.00155637085926763,0.00212832627061989,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +732.0504,-45.3888,-11548,-457.563845767859,0.00136479656733894,-458.188327333901,0.00136386607902574,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00136479656733894,0.00205791828231135,0.00160497941259797,0.00218353619792791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +733.0507,-45.384,-11188,-443.299645518775,0.00149284296931982,-443.96142227789,0.00149172978698744,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00149284296931982,0.00220996594604487,0.00173869714235713,0.00232064859365154,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +734.0507,-45.368,-10839.5,-429.491107222091,0.00154181435815677,-430.153302777907,0.00154062698271751,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00154181435815677,0.00227798532787994,0.00179287510914671,0.00238819055881549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +735.0508,-45.3624,-10496,-415.880682817756,0.00167846785272109,-416.578725174433,0.00167706079979681,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00167846785272109,0.00244441886955037,0.00191862874603062,0.00255769385392251,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +736.0508,-45.352,-10152,-402.250447024187,0.00171984973627524,-402.942257349418,0.00171837248823803,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00171984973627524,0.00244559924927856,0.00195608039145232,0.00254930479059079,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +737.0509,-45.3472,-9793.5,-388.045680942807,0.00177585943727421,-388.734795527403,0.00177428446324982,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00177585943727421,0.00248433045910874,0.00200902832824625,0.00259633977195219,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +738.051,-45.336,-9427.5,-373.543744022904,0.00184412258535009,-374.232604477873,0.00184242427889812,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00184412258535009,0.00255220229347777,0.00207655265928127,0.00265515971340741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +739.051,-45.3256,-9111.5,-361.022946026485,0.00193269507996543,-361.720693298025,0.00193082982775186,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00193269507996543,0.00262841055967711,0.00216960704148448,0.00273336175732954,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +740.051,-45.3128,-8763,-347.214407729802,0.00199981344232812,-347.90877176975,0.00199781647735435,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00199981344232812,0.0027072009065317,0.00223690328900516,0.00282011534818462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +741.051,-45.3048,-8426,-333.86153138552,0.00208117802689814,-334.556356668666,0.00207901537596288,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00208117802689814,0.00280598393503182,0.00232917416100218,0.00291662344802655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +742.0501,-45.3048,-8103.5,-321.083185329048,0.00216016824110028,-321.776779028747,0.00215783843226814,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00216016824110028,0.00287850351458067,0.00240632141535798,0.00299278562046518,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +743.0502,-45.2968,-7758.5,-307.413326757009,0.00222648101351696,-308.097776692336,0.00222400607758287,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00222648101351696,0.00294585893281877,0.00246942302943792,0.0030530180793119,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +744.0502,-45.2704,-7411.5,-293.66422262803,0.00232768855044684,-294.347781476717,0.00232498368003699,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00232768855044684,0.00302538701700342,0.00256253050252792,0.00313843757098905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +745.0502,-45.276,-7079.5,-280.509460176096,0.00241278428845199,-281.186268994371,0.00240987819801496,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00241278428845199,0.00309082431818312,0.00264903485543742,0.00321387846886368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +746.0503,-45.276,-6744,-267.216017999519,0.00245539575666084,-267.872139076227,0.00245238619793173,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00245539575666084,0.00319882906330966,0.00269662839489327,0.00329385431404509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +747.0503,-45.244,-6433,-254.893333895448,0.00252785645235143,-255.537667654197,0.00252466679742529,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00252785645235143,0.00325054445014969,0.00276423052842312,0.00334986261004693,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +748.0502,-45.244,-6104.5,-241.877251168159,0.00260201312687614,-242.506618950791,0.00259863375156995,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00260201312687614,0.0032886854701157,0.00284004686509483,0.00339953336995837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +749.0504,-45.2336,-5767.5,-228.524374823877,0.00275295524311854,-229.153492199729,0.00274917280217002,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00275295524311854,0.00348654662204829,0.00299357987489505,0.00358739082557883,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +750.0505,-45.2232,-5445.5,-215.76584015664,0.0027953123145023,-216.368973066679,0.00279141269444823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0027953123145023,0.0034993832515921,0.00303974249114652,0.00361538175410996,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +751.0503,-45.2104,-5151,-204.096931897319,0.00288702236996093,-204.686164305347,0.0028828629245634,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00288702236996093,0.00359956798101954,0.00311484267120702,0.00369383737623643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +752.0503,-45.2208,-4820.5,-191.00160361309,0.00294824720587495,-191.56472355726,0.00294390964845131,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00294824720587495,0.00366161169048083,0.00318489349491002,0.00376771058117997,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +753.0504,-45.1968,-4500,-178.302503113558,0.00303681970049013,-178.84397566766,0.0030322178777935,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00303681970049013,0.00375604206873348,0.00326847190978342,0.00386883254409682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +754.0504,-45.1888,-4172.5,-165.326043164738,0.00311330834591184,-165.840754114719,0.00310847203683114,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00311330834591184,0.00382900429068032,0.00334362611563644,0.00394103574342243,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +755.0504,-45.1784,-3855.5,-152.765622389849,0.00319590251513655,-153.253846426671,0.00319080647344157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00319590251513655,0.00391480314217072,0.00342895494511836,0.00402002586871945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +756.0505,-45.176,-3528,-139.789162441029,0.00327353594627145,-140.246767289179,0.00326818959195371,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00327353594627145,0.00398075685948175,0.00349763088580603,0.00408067086288401,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +757.0505,-45.16,-3222.5,-127.684403618542,0.00335155097264398,-128.112344405681,0.00334594704342832,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00335155097264398,0.00407703158105958,0.0035860782153623,0.00416926573161667,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +758.0506,-45.1576,-2905,-115.104171454419,0.00345148652544813,-115.501451951217,0.00344554381602556,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00345148652544813,0.00417647857315694,0.00367922293828172,0.00427715981160475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +759.0509,-45.144,-2606,-103.256960691985,0.00352186964706682,-103.620618247694,0.0035156823870547,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00352186964706682,0.00425733458453584,0.0037558486308612,0.00436340867656432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +760.0507,-45.1392,-2296.5,-90.9937107556191,0.00363554262842797,-91.32452226999,0.00362895001697494,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00363554262842797,0.00434984684573022,0.00387043416066349,0.00446323430307795,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +761.0507,-45.1336,-1992.5,-78.9483861008365,0.00369456269185754,-79.240065862707,0.00368775455867956,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00369456269185754,0.00441189055519164,0.00392028439808539,0.00451167477472206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +762.051,-45.1176,-1688.5,-66.9030614460539,0.00368243644319316,-67.149427717684,0.00367567287330615,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00368243644319316,0.00439285693207505,0.00391321648296166,0.00450099533891659,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +763.0508,-45.1152,-1394,-55.2341531867333,0.0038061284195173,-55.4443814669053,0.00379890343974188,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0038061284195173,0.00455442140736679,0.00405035640102546,0.00466579873214185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +764.0498,-45.1024,-1091.5,-43.2482626996552,0.00397268626087552,-43.4200744786889,0.00396481598003025,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00397268626087552,0.00469444395261964,0.00419872889337498,0.00478977766765102,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +765.0499,-45.0944,-791,-31.3416177695165,0.00405322829571099,-31.4686525014933,0.00404503609501469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00405322829571099,0.00477596392759552,0.00429167393190814,0.0048848765886238,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +766.0499,-45.084,-509.5,-20.1878056303017,0.00415554669877729,-20.2716969993443,0.00414693626040462,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00415554669877729,0.0048755584671588,0.00438547928046554,0.00498619836959578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +767.05,-45.0704,-253,-10.0245629528289,0.00417585604531659,-10.0664240846371,0.00416716135523941,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00417585604531659,0.00490012512025119,0.00439925849555148,0.00499280035060222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +768.05,-45.068,42.5,1.68396808496138,0.00428859623831904,1.69118994415599,0.00427942641722999,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00428859623831904,0.00502081894745537,0.00451589506513773,0.00512327360828145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +769.0501,-45.0656,329,13.0358941165246,0.00440648796703011,13.0933366270885,0.00439680782546201,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00440648796703011,0.00515936601804795,0.00463483638390063,0.00524414623036588,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +770.0503,-45.0552,585,23.1793254047625,0.00445872411512306,23.282675621917,0.00444881345310753,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00445872411512306,0.0051993513813394,0.00470899977133139,0.00531382846767903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +771.0502,-45.0392,870,34.4718172686212,0.00455517443142305,34.6288424092479,0.00454483102316395,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00455517443142305,0.00529245383239782,0.00478741444467594,0.00539971840348168,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +772.0502,-45.0336,1133,44.8926080061469,0.00466213557654796,45.1019034310564,0.00465130148277352,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00466213557654796,0.00540503254897108,0.00488963568465105,0.00550646604210371,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +773.0503,-45.0184,1406,55.7096265283694,0.00473415955768862,55.9733647892539,0.00472298866697501,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00473415955768862,0.00546892797913094,0.00497414540216366,0.00558596472045362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +774.0503,-45.0128,1652.5,65.4766414211454,0.00482998660176715,65.7928927219382,0.00481835964016269,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00482998660176715,0.00559062512910411,0.00506195142995882,0.00567593126416057,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +775.0503,-45,1913.5,75.8181866017318,0.00493086766277155,76.1920360462963,0.00491875074975668,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00493086766277155,0.0056753616388392,0.0051572378251165,0.00576742327990091,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +776.0504,-45,2200,87.170112633295,0.00498259925716131,87.6044463717483,0.00497022718916823,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00498259925716131,0.00575623978233799,0.00521232212252749,0.00583121479902377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +777.0504,-44.984,2502.5,99.156003120373,0.00517195529399785,99.6688335356431,0.00515862667016142,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00517195529399785,0.00587483843552471,0.00538895705897686,0.00596448367843366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +778.0505,-44.9704,2734,108.328676336104,0.0051995573495244,108.891937501312,0.00518608632660271,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0051995573495244,0.00594038639730403,0.00542372404844881,0.0060312239704574,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +779.0505,-44.968,2991,118.511730402812,0.00532624484846432,119.142952896353,0.00531211057256764,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00532624484846432,0.00606652472600441,0.00555338068596787,0.00616270402907508,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +780.0505,-44.96,3226,127.823083343186,0.0054192883672811,128.515793491818,0.00540465686183805,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0054192883672811,0.00615446301575219,0.00564140438205192,0.00625444665116623,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +781.0506,-44.9576,3454.5,136.876888223508,0.00551354620694331,137.631565271391,0.0054984022501581,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00551354620694331,0.00625911105602673,0.00572914130230374,0.00635003122852473,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +782.0509,-44.9392,3701,146.643903116284,0.00557802901819773,147.461887063208,0.00556252942573861,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00557802901819773,0.00632414260167498,0.00581638207903129,0.00643354274268704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +783.0507,-44.9288,3936,155.955256056659,0.00573516866509498,156.849685754352,0.00571878519674242,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00573516866509498,0.00650032903084927,0.00595707503806179,0.00659728782126286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +784.051,-44.9072,4177.5,165.524157057086,0.00578733697403466,166.482101131318,0.0057706546725301,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00578733697403466,0.00653156482940559,0.00602169429114758,0.0066378620489852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +785.0508,-44.9072,4418,175.053435279044,0.0058865771755168,176.083900835653,0.00586931897479558,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0058865771755168,0.00663494396147247,0.0061124036191863,0.00673619561675013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +786.0508,-44.9024,4631.5,183.512898482321,0.00603653562403533,184.62068063148,0.00601838873580402,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00603653562403533,0.00685341749440804,0.00625796905184381,0.00693364477882657,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +787.0499,-44.9,4876.5,193.220479207392,0.00613634821837422,194.40614735073,0.00611759750183238,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00613634821837422,0.00693314476767179,0.00636422035107625,0.00701845544393935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +788.0499,-44.8816,5095,201.878056303017,0.00620209283788128,203.130122750139,0.00618293901515736,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00620209283788128,0.00696621015480691,0.00642329592238606,0.00705281326739869,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +789.0499,-44.8736,5322,210.872427015635,0.00632860013907023,212.206954286572,0.00630865863950616,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00632860013907023,0.0071056425101956,0.00655482634943368,0.00717884728257931,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +790.0502,-44.8704,5540.5,219.53000411126,0.00639044824720586,220.932899241242,0.00637011590867112,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00639044824720586,0.00719303561205641,0.00662505727074937,0.00726126866046983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +791.05,-44.8552,5769,228.583808991581,0.00650892508861479,230.071643880777,0.00648783350858207,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00650892508861479,0.00728419412524997,0.0067388366913769,0.00738095803066296,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +792.0503,-44.8496,5985,237.142329141032,0.00663285874192291,238.715260711955,0.00661095812350994,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00663285874192291,0.00740585217514482,0.00685876104412159,0.00749244968695658,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +793.0501,-44.8472,6210,246.05745429671,0.00671359581432419,247.70938459196,0.00669115999066696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00671359581432419,0.00748851490524496,0.00693477519733985,0.00756636400586122,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +794.0504,-44.8336,6387,253.070686085843,0.00680791767718741,254.793570483225,0.00678484844872421,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00680791767718741,0.00756922927105654,0.00703110755079289,0.00766656109577792,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +795.0502,-44.8208,6611,261.946188463051,0.00691834709902824,263.758423116106,0.00689452514498935,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00691834709902824,0.00770550411067247,0.00714405831215027,0.00779064035520903,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +796.0505,-44.8184,6815,270.029235270866,0.00703933822905886,271.930062389672,0.00701467774904614,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00703933822905886,0.00780908243181831,0.00725478597572681,0.00789261954805306,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +797.0505,-44.8,7017,278.033036521741,0.00713088292658119,280.015657554899,0.00710557840542958,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00713088292658119,0.00794281945501879,0.007360660932275,0.00802331692630655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +798.0506,-44.8,7219.5,286.056649161851,0.00721087800824257,288.119368762404,0.00718500393614604,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00721087800824257,0.0079541363456624,0.00743276518822065,0.00804928864616159,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +799.0506,-44.8,7415,293.802902352674,0.0073588394416837,295.964950738588,0.00733189528711357,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0073588394416837,0.00812074694429202,0.00759345328688175,0.0082285765683925,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +800.0504,-44.7784,7625.5,302.143497220541,0.00744879415904893,304.394101937832,0.0074211888910535,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00744879415904893,0.00823829801046994,0.00767848248183506,0.00833296977515599,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +801.0507,-44.768,7811,309.493522626667,0.00755412292454584,311.83147474094,0.00752573342019537,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00755412292454584,0.00835804015651831,0.00777521812878017,0.00843069180533299,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +802.0508,-44.76,8017,317.655814991421,0.00768403914319157,320.096694707877,0.00765466728148385,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00768403914319157,0.00847339276545266,0.00789385370201493,0.00856079906226982,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +803.0506,-44.7472,8199.5,324.886972062137,0.00778039194070851,327.41472004121,0.00775028077493403,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00778039194070851,0.00857710387931803,0.00799863467268435,0.00866500912395899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +804.0509,-44.7392,8400,332.831339145308,0.00789154639350114,335.457893099384,0.00786057099705944,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00789154639350114,0.00869928793592899,0.00810663171504686,0.0087815794744897,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +805.0509,-44.7288,8582,340.04268482679,0.00801103234231645,342.766777772705,0.00797911437332718,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00801103234231645,0.00881177074664927,0.00822911321399131,0.00888848402928662,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +806.0509,-44.7336,8764.5,347.273841897506,0.00811742957447889,350.092812852168,0.00808466045758815,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00811742957447889,0.00890041726423384,0.00833053406406515,0.00898615704651983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +807.051,-44.7152,8959,354.980472309859,0.0082180731984466,357.897727815321,0.00818448870929831,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0082180731984466,0.00898657760701614,0.00843168551603851,0.00906932611074065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +808.0508,-44.7128,9140,362.152195212871,0.00834292268032504,365.173602976042,0.0083083128656646,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00834292268032504,0.009155644870955,0.00856497878588196,0.00924040877556587,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +809.0508,-44.692,9327.5,369.581466175936,0.00847504367145505,372.713685241937,0.00843933211829256,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00847504367145505,0.00929236973034231,0.00869081945343159,0.00936580712015209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +810.0501,-44.6816,9516,377.05035991747,0.00856085172057045,380.278232139911,0.00852441543224159,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00856085172057045,0.0093532109279555,0.00877965137643762,0.00944040061322496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +811.0502,-44.6816,9684,383.706986700377,0.00867669131489243,387.036293779344,0.0086392651631017,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00867669131489243,0.00949062188305982,0.0088930863663206,0.00957411819186814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +812.0502,-44.6656,9856.5,390.541915986396,0.008803932126927,393.98022050746,0.00876540348703403,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.008803932126927,0.00959534369706732,0.00902311787815892,0.00967923157943161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +813.0503,-44.6656,10045.5,398.030621117166,0.00893603615826878,401.587437139567,0.00889634606001861,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00893603615826878,0.00975457692239596,0.0091372641022321,0.00981305914792819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +814.0503,-44.6496,10226.5,405.202344020178,0.00903793480657354,408.864536388903,0.00899733710336933,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00903793480657354,0.0098572478266258,0.00925169247940146,0.00992809955588826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +815.0501,-44.6312,10389,411.641045521501,0.00916754574902901,415.414783638497,0.00912577887392489,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00916754574902901,0.00999881740705997,0.00938798279707673,0.0100771393530113,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +816.0501,-44.6336,10570,418.812768424513,0.00926695978834187,422.693889508347,0.00922428495784345,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00926695978834187,0.0100866774966507,0.0094921326148214,0.0101748344254679,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +817.0502,-44.6232,10738,425.469395207419,0.00939321566066848,429.465920993616,0.00934937374101426,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00939321566066848,0.0102176000519367,0.00960781906840169,0.0102994749611736,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +818.0505,-44.6208,10910.5,432.304324493439,0.00953146040737414,436.424816046285,0.00948632263124335,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00953146040737414,0.0103401633055353,0.00973819025089285,0.0104251994325273,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +819.0505,-44.6152,11076.5,438.881705719405,0.00963763512711349,443.111487463094,0.00959148937539762,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00963763512711349,0.0104610917332106,0.00985333383488013,0.010546807734559,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +820.0506,-44.6,11237.5,445.260973053024,0.0097584222308905,449.606017631012,0.00971111633364673,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0097584222308905,0.0105884856908468,0.0099804611695496,0.0106724213903271,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +821.0506,-44.592,11413.5,452.234582063687,0.00987069178976638,456.698450239911,0.00982229472596861,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.00987069178976638,0.0107106107284713,0.0100868280157772,0.0107787671920213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +822.0507,-44.5736,11563.5,458.177998834139,0.0100302842460525,462.773654397733,0.00998031480567702,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0100302842460525,0.0108820313744931,0.0102332454138877,0.0109305180283549,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +823.0507,-44.568,11725.5,464.596888946227,0.0100510150433323,469.266559266111,0.0100008395214773,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0100510150433323,0.010886981591978,0.0102728503237341,0.0109649367623577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +824.0507,-44.5656,11875.5,470.540305716679,0.0102374836762038,475.357454415449,0.010185435566566,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0102374836762038,0.0110834262882369,0.0104441111299463,0.0111482978154562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +825.0508,-44.5552,12023.5,476.404476930192,0.0103636305818905,481.341756936655,0.0103102963369185,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0103636305818905,0.0112052414761828,0.0105658096203502,0.0112691224704304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +826.0508,-44.5368,12176,482.446950646818,0.0104701804521479,487.498257278679,0.0104157477300753,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0104701804521479,0.0113291370833997,0.0106850286591854,0.0113930099827887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +827.0506,-44.5312,12330.5,488.568669920384,0.0106035183080915,493.749216756645,0.0105476952748075,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0106035183080915,0.011465714395321,0.010805739806397,0.0115062117998682,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +828.0507,-44.5264,12474,494.254538630783,0.0107216941132575,499.553784608071,0.0106646243118318,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0107216941132575,0.0115806760034704,0.0109402327811205,0.0116603194469395,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +829.051,-44.5152,12620.5,500.059275676591,0.0108572452215797,505.488541857937,0.0107987285072087,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0108572452215797,0.0117250880858373,0.0110565432079563,0.011785274477563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +830.051,-44.508,12771.5,506.042315225512,0.0109495276698948,511.583239558211,0.0108900156169529,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0109495276698948,0.0118234801135526,0.0111584871225717,0.0119023968702978,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +831.0511,-44.5,12929.5,512.302714223722,0.0110792403710801,517.978639137363,0.0110183151776845,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0110792403710801,0.0119445796962882,0.0112854644843932,0.0120171047995715,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +832.0498,-44.492,13054,517.235750143197,0.0112518698166647,523.055619468333,0.0111890384040981,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0112518698166647,0.0121262106269587,0.0114654126415648,0.0121873810022605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +833.0499,-44.4944,13197,522.901807464361,0.0113354137340365,528.829115794245,0.0112716493431649,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0113354137340365,0.0122176457916511,0.0115417899739078,0.012287429658278,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +834.0499,-44.4712,13353.5,529.102772294866,0.011467700083103,535.170364200682,0.0114024444248528,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.011467700083103,0.0123468678623913,0.011681858353415,0.0124071490062928,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +835.05,-44.4632,13495,534.709395448325,0.0115881866594304,540.905707731331,0.0115215578682918,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0115881866594304,0.0124787605422665,0.011799157419363,0.0125290054795628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +836.05,-44.46,13633,540.177338877141,0.0117279141156318,546.512492314703,0.0116596751465265,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0117279141156318,0.0126075916122217,0.0119401809252752,0.0126789062412909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +837.0501,-44.4472,13771,545.645282305957,0.011863117548293,552.118336429624,0.011793302377273,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.011863117548293,0.0127452755301381,0.0120610548348138,0.0127948382585362,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +838.0501,-44.4472,13902.5,550.85567767472,0.0119823745399658,557.456236722085,0.0119111542511211,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0119823745399658,0.0128702482338568,0.012192683876386,0.0129241771312213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +839.0502,-44.4232,14042.5,556.402866660475,0.0121174422943202,563.145046289628,0.0120446138299734,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0121174422943202,0.013022856577961,0.0123259156279342,0.0130881536252927,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +840.0504,-44.4208,14179,561.811375921586,0.0122579202211556,568.69801494697,0.0121834002721146,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0122579202211556,0.0131441701045225,0.0124600296899416,0.0132150758979516,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +841.0502,-44.4048,14312,567.081205458054,0.0123300035615555,574.073318741043,0.0122546081851753,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0123300035615555,0.0132128165630883,0.012543138008603,0.0132792839364985,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +842.0503,-44.3896,14438.5,572.093486934468,0.012504316266133,579.247124828891,0.0124267829683674,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.012504316266133,0.0134108547719802,0.012717872613281,0.0134805640673511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +843.0504,-44.3864,14578.5,577.640675920223,0.0126754532503434,584.962533303347,0.0125957921469044,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0126754532503434,0.013588892921853,0.0128991637500255,0.0136639774124597,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +844.0506,-44.3816,14706.5,582.712391564342,0.012767010667707,590.151886883649,0.0126861994717797,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.012767010667707,0.0136543376004062,0.0129697210886167,0.0137059589298118,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +845.0507,-44.384,14836.5,587.8633527654,0.0129424003188439,595.471715609668,0.0128593631552024,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0129424003188439,0.0138540430956638,0.0131391995953843,0.0138926025829987,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +846.0505,-44.36,14953,592.479406457118,0.0130497812187304,600.211133087987,0.0129653664270469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0130497812187304,0.0139755484339313,0.0132522873070134,0.0140286133954579,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +847.0505,-44.36,15088,597.828481550525,0.0131771492291776,605.706156665369,0.0130910858207644,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0131771492291776,0.0140876845081063,0.0133716447229726,0.0141432635524182,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +848.0505,-44.3448,15209.5,602.642649134591,0.0133313985041466,610.676718445799,0.0132433173772898,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0133313985041466,0.014264815241063,0.0135503057631254,0.014323995530289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +849.0506,-44.3344,15318.5,606.961531987786,0.0134709902820412,615.137904886766,0.0133810631968996,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0134709902820412,0.0144119200646847,0.013669088083912,0.0144522244573647,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +850.0506,-44.3184,15441.5,611.835133739557,0.0136352331122908,620.177648414386,0.0135431097919065,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0136352331122908,0.0145742222773067,0.0138347243601654,0.0146230735967834,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +851.0507,-44.3232,15573,617.045529108319,0.0137926326679443,625.556211430707,0.0136983799828971,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0137926326679443,0.0147302537226226,0.0139849894981409,0.014778081346175,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +852.051,-44.3128,15680,621.285166404575,0.0138868018927124,629.912830429316,0.0137912637230294,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0138868018927124,0.0148323565691082,0.0140878254554924,0.0148818846575734,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +853.0508,-44.2864,15790,625.64367203624,0.014037701609484,634.426271218147,0.0139400855522341,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.014037701609484,0.0149961342563903,0.0142407810965055,0.0150334053898097,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +854.0508,-44.2864,15902,630.081423224844,0.0141598120855452,639.003257776301,0.0140604983575792,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0141598120855452,0.0151018520157934,0.0143618033801256,0.0151625190274556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +855.0501,-44.292,16015.5,634.578608581153,0.0142946000033921,643.64965596153,0.0141933955203075,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0142946000033921,0.0152609819578958,0.0144879271761573,0.0153051001221936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +856.0499,-44.2656,16122,638.798434488173,0.0144452029238676,648.026007501804,0.0143418649499847,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0144452029238676,0.0154134722640273,0.0146345660845228,0.0154481829986923,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +857.0502,-44.2656,16240.5,643.493733736831,0.0145816444210776,652.876930549373,0.0144763545429581,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0145816444210776,0.015566552760023,0.0147786680226802,0.0155942323410801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +858.0503,-44.2656,16339.5,647.416388805329,0.0147240218442074,656.948961856397,0.0146166758614565,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0147240218442074,0.0157031817135573,0.0149191318223028,0.0157432508145846,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +859.0503,-44.2608,16443,651.517346376941,0.0148725895900819,661.207096480424,0.0147630771170587,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0148725895900819,0.0158521308805043,0.0150712311498201,0.0158914041915608,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +860.0503,-44.2368,16553,655.875852008605,0.015022132523786,665.728505976629,0.0149104176981692,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.015022132523786,0.0159912681409609,0.0152245113996915,0.0160567699590983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +861.0504,-44.2312,16645,659.521147627816,0.0151628563675525,669.52137206066,0.0150490492462911,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0151628563675525,0.0161467831701458,0.0153578226269026,0.0161989726479431,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +862.0502,-44.2128,16758.5,664.018332984125,0.015336524600173,674.202066482902,0.0152201088729739,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.015336524600173,0.0163146921864764,0.0155296503919528,0.0163725038433808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +863.0503,-44.208,16855.5,667.861742495684,0.0154632990180283,678.189088322596,0.0153449605856297,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0154632990180283,0.0165034053955156,0.0156663230047891,0.016532912295897,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +864.0503,-44.1944,16962.5,672.101379791939,0.0155875294676322,682.577779854682,0.0154672917927235,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0155875294676322,0.0165780644133217,0.0157741834650811,0.0166204693113275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +865.0503,-44.192,17064.5,676.142903195847,0.0157469938775164,686.790121352798,0.0156242963711217,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0157469938775164,0.016743022480332,0.0159419781902427,0.0167919747566099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +866.0506,-44.1816,17150,679.530650755004,0.0159190509302443,690.348133793035,0.0157936717008704,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0159190509302443,0.0169126282925217,0.0161061337914153,0.0169453339192381,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +867.0506,-44.1712,17253.5,683.631608326616,0.0160820768956803,694.625824420042,0.0159541302395525,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0160820768956803,0.017085185054032,0.0162686276458482,0.017125944587956,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +868.0507,-44.1608,17365,688.049548125985,0.0162472652341299,699.228471628611,0.0161166908397359,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0162472652341299,0.0172480036827847,0.0164391723195683,0.0173004203828254,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +869.0505,-44.1608,17447,691.298615960499,0.016401472109628,702.6369309296,0.0162684208194031,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.016401472109628,0.0174080926834162,0.0165964637011504,0.017466254142077,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +870.0505,-44.1392,17544,695.142025472058,0.016547877482489,706.645150542499,0.0164124533041707,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.016547877482489,0.0175793215177322,0.016737477077884,0.0176242310227382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +871.0506,-44.1472,17628,698.470338863511,0.0166831317945153,710.123011581331,0.0165454970277896,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0166831317945153,0.0177160242449996,0.0168750601451397,0.017756307653196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +872.0509,-44.1288,17723.5,702.254314207365,0.016878593355155,714.107379208774,0.0167377327084913,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.016878593355155,0.0179060653812331,0.0170708165298996,0.0179492471901562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +873.0507,-44.124,17812,705.760930101932,0.0170074029476111,717.764090624856,0.0168643962411205,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0170074029476111,0.0180654904182676,0.0172086530620548,0.0181079901801212,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +874.0507,-44.1128,17901,709.287357385733,0.0171936638230754,721.482605762581,0.0170475255089471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0171936638230754,0.0182705076223022,0.0173811521356265,0.0182952287143137,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +875.0507,-44.1,17982,712.496802441778,0.0173206502382851,724.837710352768,0.017172357676012,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0173206502382851,0.0183577081747199,0.0175149327721554,0.0184004064029815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +876.051,-44.092,18070.5,716.003418336344,0.0174835490053084,728.521699188796,0.0173324701501577,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0174835490053084,0.0185493723330796,0.0176712516840746,0.0185936002921076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +877.0501,-44.0896,18146,718.994938110805,0.0176257144310839,731.667737567341,0.0174721829690818,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0176257144310839,0.0187056988733276,0.017821935030645,0.0187473310261366,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +878.0502,-44.0792,18238,722.640233730015,0.0177878076081609,735.494419177521,0.0176314559381023,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0177878076081609,0.0188692552394105,0.0179804468679789,0.0189033221707337,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +879.0502,-44.0632,18318.5,725.829867396825,0.0179454912402694,738.855240924121,0.0177863717441296,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0179454912402694,0.0190316312257654,0.0181471805170768,0.0190778204030461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +880.05,-44.0632,18396,728.900632728225,0.018110933975544,742.101703962298,0.0179488846623275,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.018110933975544,0.0192080242213921,0.0183005349012705,0.0192390513115797,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +881.05,-44.0448,18465,731.634604442633,0.0182519546156063,744.988366038127,0.0180873871277552,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0182519546156063,0.0193577111256692,0.0184388594602849,0.0193884890221231,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +882.0503,-44.0344,18560,735.398768397252,0.0184273612265318,748.950227148055,0.0182596347761648,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0184273612265318,0.0195375714867472,0.0186205862909938,0.0195735155219574,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +883.0504,-44.0344,18623,737.895003440842,0.0186007326628563,751.620391133103,0.0184298547522793,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0186007326628563,0.0197016442689614,0.0187849366217026,0.0197459953805802,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +884.0501,-44.0208,18696.5,740.807277658364,0.0187537523531706,754.700193884996,0.018580068857608,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0187537523531706,0.0198830538784326,0.018949808184014,0.0199192350694112,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +885.0504,-44.0128,18779.5,744.095968271347,0.0189360700778453,758.186221671175,0.0187590143704669,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0189360700778453,0.0200700702916129,0.0191294164527517,0.0201184373116745,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +886.0502,-43.9976,18846.5,746.750694428815,0.0190841714295405,761.001812696423,0.0189043528209293,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0190841714295405,0.0202110518953948,0.0192679631639976,0.020254000750842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +887.0503,-43.992,18920.5,749.682780035572,0.019203313942642,764.079173817988,0.0190212573440569,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.019203313942642,0.020346426695468,0.0194137639917522,0.0204091781727733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +888.0506,-43.984,18999.5,752.812979534676,0.0194146753048521,767.42859909762,0.0192286148422074,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0194146753048521,0.020577559800988,0.0196104929677895,0.0206112833859534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +889.0506,-43.9712,19074.5,755.784687919902,0.0196151824025236,770.609542430485,0.0194252839567473,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0196151824025236,0.0207898806045906,0.0198092214180854,0.0208263717785221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +890.0504,-43.9688,19142.5,758.479036855841,0.0196968437833896,773.418679957766,0.0195053711428776,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0196968437833896,0.0208657937758577,0.0198961077324774,0.0209101235086442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +891.0507,-43.9576,19211.5,761.213008570248,0.0198991740583077,776.360518723235,0.0197037734478556,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0198991740583077,0.021083573835703,0.0200993239868124,0.0211161394139724,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +892.0505,-43.9504,19290.5,764.343208069353,0.020077591031664,779.689378408799,0.0198786940419177,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.020077591031664,0.0212611472110577,0.0202739881303109,0.021297776867868,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +893.0506,-43.9368,19354.5,766.879065891413,0.0202784373251022,782.430174965025,0.0200755678142354,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0202784373251022,0.0214535491067476,0.0204779496881117,0.0214915245903615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +894.0508,-43.932,19426.5,769.73190594123,0.0204017349863474,785.435772296779,0.0201964075842967,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0204017349863474,0.0216056705442141,0.0205995274722008,0.0216517727997537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +895.0506,-43.9344,19489.5,772.228140984819,0.0206657988908297,788.18685244425,0.0204551583620859,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0206657988908297,0.0218770103342246,0.0208533230047495,0.021912747603517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +896.0509,-43.9184,19551.5,774.684753249939,0.0208166986076014,790.811132274247,0.0206029918284336,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0208166986076014,0.0220318613998123,0.0210108978773943,0.022080558835814,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +897.051,-43.916,19627.5,777.696084413635,0.0210135169513085,794.038214266427,0.0207957780285955,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0210135169513085,0.0222243370692351,0.0212059491637804,0.0222562419202641,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +898.0511,-43.9024,19685,779.974394175642,0.0211873547818122,796.49998838577,0.0209660236036803,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0211873547818122,0.0224231572796969,0.0213764107361501,0.0224630334393613,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +899.0508,-43.892,19755.5,782.767800057754,0.021340840866306,799.472723114055,0.0211163139008814,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.021340840866306,0.0225808117471391,0.0215322602552495,0.0226084125615722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +900.0501,-43.8816,19814.5,785.105543987465,0.0215583501517901,802.031124210858,0.021329255672323,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0215583501517901,0.0228077397498774,0.0217463909382502,0.0228381212470808,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +901.0501,-43.8656,19877.5,787.601779031055,0.0217031019452877,804.695180733656,0.0214709426733587,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0217031019452877,0.0229622219468004,0.0218964431006668,0.0230012074431079,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +902.0502,-43.8632,19941,790.11782546388,0.0218850804741957,807.409617658254,0.0216490397390537,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0218850804741957,0.0231451808046649,0.0220760359947077,0.0231873388758504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +903.05,-43.8448,19999,792.415946615121,0.0220620558655427,809.898271498091,0.0218222099631194,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0220620558655427,0.0232851295761846,0.0222457919457997,0.0233148100951451,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +904.0503,-43.8472,20058,794.753690544832,0.0222442887912759,812.432421155244,0.0220004933468131,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0222442887912759,0.0235884133925884,0.022439784875054,0.0236159431722842,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +905.0503,-43.8344,20117.5,797.111245863778,0.0224381815714941,814.996972731149,0.0221901489863657,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0224381815714941,0.0237125008115111,0.0226405659568307,0.0237550736213769,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +906.0501,-43.824,20173,799.310310068845,0.0226209232908773,817.39144727852,0.0223688643295411,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0226209232908773,0.0239169278256815,0.0228074747076967,0.0239619009960918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +907.0504,-43.808,20229,801.529185663147,0.0227522344521141,819.765765615567,0.022497262574057,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0227522344521141,0.0240708198327402,0.0229529446938254,0.0241158210703621,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +908.0502,-43.808,20283.5,803.688627089745,0.0229459576344487,822.130032278234,0.0226866582372717,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0229459576344487,0.024248319434362,0.0231405024453672,0.0242926905873837,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +909.0505,-43.7952,20344.5,806.105616576395,0.0231312009226125,824.75180755827,0.0228677298922631,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0231312009226125,0.0244833625477317,0.0233143985156957,0.0245064076956394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +910.0506,-43.7872,20398.5,808.245246613758,0.0233336583959431,827.104565098388,0.0230655905817044,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0233336583959431,0.0246675755590573,0.0235377213602484,0.0247259733155581,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +911.0506,-43.784,20441.5,809.949026087954,0.0235091498058104,828.990239077326,0.0232370658015836,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0235091498058104,0.0248105490536306,0.0237043451655102,0.0248329164733476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +912.0504,-43.7608,20503.5,812.405638353074,0.0236721757712463,831.63704742172,0.0233963345129027,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0236721757712463,0.0250194762655146,0.0238713767141063,0.0250594611482896,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +913.0507,-43.7608,20557.5,814.545268390437,0.0238672133371776,833.9861940839,0.0235868437334418,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0238672133371776,0.0252171160962482,0.0240629565879392,0.0252471559176612,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +914.0507,-43.7552,20592.5,815.932065636876,0.0240689924189747,835.570728339088,0.0237838997568501,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0240689924189747,0.0254225021689478,0.0242760250666775,0.0254695306830606,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +915.0508,-43.7344,20645,818.012261506534,0.0242887064769431,837.880721220807,0.0239984267986157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0242887064769431,0.0256751772045066,0.0244840572550768,0.0257125491111661,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +916.0508,-43.7344,20699.5,820.171702933132,0.0244353238471584,840.212864104578,0.0241415572235002,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0244353238471584,0.0258243476926527,0.0246326051066375,0.0258658528924616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +917.0506,-43.7184,20758.5,822.509446862843,0.0246031409528009,842.74576271902,0.0243053580587706,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0246031409528009,0.0260031752214688,0.0248118196712133,0.0260481098288243,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +918.051,-43.7104,20796,823.995301055456,0.0247561182436443,844.394226160592,0.0244546508588894,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0247561182436443,0.0261261560343963,0.0249581971435977,0.026187671516222,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +919.0507,-43.716,20844,825.897194422,0.0249779098756848,846.526380110854,0.0246710610173427,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0249779098756848,0.0263901184511057,0.0251863588099999,0.026433193020009,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +920.0508,-43.6952,20901.5,828.175504184007,0.0251785441717688,849.027757698081,0.0248667868570253,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0251785441717688,0.0265963160348684,0.0253739652201632,0.0266359491523213,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +921.0508,-43.692,20941,829.740603933559,0.025361582687448,850.784138869353,0.0250453139814329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.025361582687448,0.0267877588720291,0.0255619078929639,0.0268233427740819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +922.0508,-43.6768,20997,831.959479527861,0.025532452554992,853.201445466582,0.0252119436219732,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.025532452554992,0.0269774311395977,0.0257365592580247,0.0270223779410742,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +923.0499,-43.6688,21041.5,833.722693169762,0.0257940148906942,855.227748732092,0.025466961378796,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0257940148906942,0.0272438280894964,0.0259862357884506,0.0272697340641758,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +924.0499,-43.6632,21084,835.406661254723,0.0259601784169734,857.093967231624,0.0256289335362646,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0259601784169734,0.0274366726275843,0.0261584913201554,0.027465274214011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +925.05,-43.6472,21135,837.427422956677,0.0261242643691807,859.304598343999,0.0257888547842755,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0261242643691807,0.0275882038751867,0.0263292098549501,0.027614463676394,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +926.0503,-43.6344,21177.5,839.111391041638,0.0263157827790309,861.1932641357,0.025975479880265,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0263157827790309,0.027776695763027,0.0265115695329708,0.0278042548644169,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +927.0503,-43.6368,21223.5,840.934038851244,0.0265039092312128,863.222078286395,0.0261587657805716,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0265039092312128,0.0279906395887557,0.0267045136535179,0.0280252621539967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +928.0504,-43.624,21279.5,843.152914445546,0.0267206129267508,865.682477110507,0.0263698519954536,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0267206129267508,0.0282080507799359,0.026920663138567,0.0282494776946591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +929.0501,-43.6216,21311,844.401031967341,0.0268904652069942,867.107368538209,0.0265352701531946,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0268904652069942,0.0283981656899024,0.0270849224619847,0.0284188151746439,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +930.0502,-43.6056,21367,846.619907561643,0.0271173447755372,869.577991488826,0.026756184181236,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0271173447755372,0.0286395533443109,0.0273163766562424,0.0286625213144485,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +931.0502,-43.5896,21404.5,848.105761754256,0.0272672693044791,871.23128995869,0.0269021398393737,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0272672693044791,0.0287787643785006,0.0274674582513198,0.028807144717832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +932.0506,-43.584,21435.5,849.334067886816,0.0274965232433899,872.687801825869,0.0271252836777979,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0274965232433899,0.029027824501142,0.0276993869974082,0.0290547123968832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +933.0506,-43.5816,21480.5,851.117092917951,0.0277090293913132,874.700721461063,0.0273320816288915,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0277090293913132,0.0292594740227931,0.027911137208931,0.0292789819953819,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +934.0504,-43.5768,21524.5,852.860495170617,0.0278644234519952,876.624961153529,0.0274832745339789,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0278644234519952,0.0294224401990121,0.0280605106777756,0.0294314160736829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +935.0504,-43.5656,21570.5,854.683142980223,0.0280948645760901,878.695350137719,0.027707443491411,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0280948645760901,0.0296561553851874,0.0282977376583946,0.0296945168546314,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +936.0505,-43.5584,21602,855.931260502017,0.0283222105388125,880.173125868706,0.0279285522989577,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0283222105388125,0.0298877311331055,0.0285232693059461,0.029919718864887,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +937.0505,-43.5472,21643,857.555794419274,0.0284917236232892,881.989037105418,0.0280933830423175,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0284917236232892,0.0300664848881884,0.0287044780601629,0.0301146558775825,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +938.0508,-43.5368,21675.5,858.843534719539,0.0286511456337025,883.450385909352,0.0282483766629502,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0286511456337025,0.0302432467524803,0.0288560433400655,0.0302720155784924,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +939.0506,-43.524,21718.5,860.547314193735,0.0288794243847837,885.399425283522,0.0284702725174704,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0288794243847837,0.0304995367009567,0.0290731953473932,0.0305124391994221,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +940.0506,-43.5216,21763,862.310527835636,0.0290491070671438,887.359878683859,0.0286351788105232,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0290491070671438,0.0306803561205641,0.0292574986853991,0.0307156340324404,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +941.0507,-43.508,21796,863.618079525135,0.0292719586859556,888.897872269439,0.0288517160878124,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0292719586859556,0.0308901686172442,0.0294775981189512,0.0309361151261695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +942.051,-43.5032,21843.5,865.500161502445,0.0294988382544986,891.031410775848,0.0290721190290223,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0294988382544986,0.0311145883130603,0.0296903028411595,0.0311436539838805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +943.0508,-43.4976,21878,866.867147359649,0.0296290894289639,892.551631591799,0.0291986300368019,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0296290894289639,0.0312809480809976,0.0298337630109134,0.0313045851228899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +944.0508,-43.4792,21913,868.253944606088,0.0298497362752912,894.171095872561,0.0294129044876169,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0298497362752912,0.0315251391372605,0.0300567891950615,0.0315525448072704,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +945.0501,-43.4688,21949,869.680364630996,0.0300858165290097,895.845408520166,0.0296421157893304,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0300858165290097,0.0317711745368485,0.0302931331979703,0.0318016020349627,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +946.0502,-43.4608,21991.5,871.364332715958,0.0302772925393892,897.746885525989,0.0298279820670637,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0302772925393892,0.0319654207758636,0.0304786415330509,0.0319840016496981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +947.0499,-43.4528,22029.5,872.869998297805,0.0304864915285857,899.480742106468,0.0300310126050927,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0304864915285857,0.0321573800291554,0.0306785468750943,0.032179450355913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +948.0503,-43.4448,22067.5,874.375663879653,0.030680341909333,901.201808204681,0.0302191103157431,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.030680341909333,0.0323841604844278,0.0308849509065788,0.0324065292676126,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +949.05,-43.4344,22100,875.663404179918,0.0309113766260196,902.731365464146,0.0304432426845108,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0309113766260196,0.0326147771738169,0.0311088148812642,0.0326442259942828,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +950.0503,-43.4344,22136.5,877.109635594061,0.0311039550226413,904.391214249504,0.0306300292657994,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0311039550226413,0.0328236306119679,0.0313059707097377,0.032860776408999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +951.0504,-43.408,22176,878.674735343614,0.0313174787578651,906.19261270281,0.0308370904730671,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0313174787578651,0.0330393450072889,0.0315104392370439,0.0330687726880743,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +952.0502,-43.4032,22202,879.704927583825,0.0315087003714193,907.423286562325,0.0310224881726277,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0315087003714193,0.033256682424736,0.0317168228789423,0.0332806729830705,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +953.0502,-43.4032,22243,881.329461501082,0.0317180265590284,909.283492768228,0.0312253996467716,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0317180265590284,0.0334875204353241,0.0319373985143359,0.0335208709282893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +954.0502,-43.3952,22266,882.240785405885,0.0319348150535081,910.414981720484,0.0314355013566191,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0319348150535081,0.0336839061125965,0.0321381754283592,0.0337100161191195,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +955.0505,-43.3736,22291,883.231354867627,0.0321382053151976,911.616825491183,0.0316325779719719,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0321382053151976,0.0339095061881408,0.0323360617212327,0.0339277924241375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +956.0503,-43.3768,22343.5,885.311550737285,0.0323497362752913,913.951145925105,0.0318375013881592,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0323497362752913,0.034113121691248,0.0325539619940846,0.0341399106913263,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +957.0504,-43.3632,22373,886.48042270214,0.0325374811322355,915.324262729907,0.0320193465328999,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0325374811322355,0.0343368036497341,0.0327523771854938,0.0343699243817746,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +958.0504,-43.3528,22402.5,887.649294666996,0.0327669046690297,916.734814484881,0.0322415157582357,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0327669046690297,0.0345655022220648,0.0329763307224106,0.0346022097585713,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +959.0507,-43.3448,22427,888.620052739503,0.0329789444227736,917.925804071761,0.0324468069895666,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0329789444227736,0.0347803313325897,0.0331708088116961,0.0348089192371409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +960.0505,-43.3368,22455.5,889.749301925889,0.0331803419093329,919.27148797738,0.0326417556448126,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0331803419093329,0.0350185467164787,0.0333877181763051,0.0350478400658262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +961.0508,-43.3296,22486.5,890.977608058449,0.033349430999101,920.691204320138,0.0328054010878758,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.033349430999101,0.0351612988898528,0.033562728101777,0.0352068635798761,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +962.0506,-43.3184,22516.5,892.166291412539,0.0335362430676866,922.086197018146,0.0329861678051048,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0335362430676866,0.0353784149861011,0.0337574291514091,0.0354109902960068,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +963.0509,-43.308,22545.5,893.31535198816,0.0337816936044639,923.493057501188,0.0332236257534703,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0337816936044639,0.0356422298553445,0.0339913775734926,0.0356752423147169,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +964.0509,-43.2976,22573.5,894.424789785311,0.0339727032206639,924.810817721892,0.0334083765314509,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0339727032206639,0.0358354432620974,0.0341808790489307,0.0358655916611874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +965.051,-43.2896,22598.5,895.415359247053,0.0341758814849991,926.016968444528,0.0336048597691559,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0341758814849991,0.0360517478472825,0.034388926013794,0.0360836192285304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +966.051,-43.2768,22644.5,897.238007056658,0.0343891084239268,928.093222163397,0.0338110190541897,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0343891084239268,0.0362645112932829,0.0345899391125671,0.0362822720202966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +967.0511,-43.2736,22674,898.406879021514,0.0345898699184235,929.482656100685,0.0340050872368329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0345898699184235,0.036457872247502,0.0348011265423435,0.0365000258949678,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +968.0499,-43.2664,22705.5,899.654996543309,0.0347563726404694,930.923740851028,0.0341660102558819,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0347563726404694,0.0366566186842308,0.0349769555082533,0.0366988116650052,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +969.0499,-43.2584,22729.5,900.605943226581,0.0349835490053084,932.11233537592,0.0343855319101491,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0349835490053084,0.0369075231501974,0.0351906933910899,0.036927466133618,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +970.0502,-43.2448,22766,902.052174640724,0.035211997354273,933.815233427589,0.0346062341044841,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.035211997354273,0.0371325330358777,0.0354315112026876,0.0371728572432798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +971.0502,-43.2296,22790.5,903.022932713232,0.0354055933381952,934.994995443941,0.034793227574796,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0354055933381952,0.0373433045910869,0.035612423671094,0.0373603961883912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +972.0503,-43.2216,22823.5,904.330484402731,0.0356300137374285,936.551791985176,0.0350099504542531,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0356300137374285,0.037566986549573,0.0358353538714258,0.0375961085796645,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +973.0501,-43.2296,22843.5,905.122939972125,0.0358233553245256,937.547480663126,0.0351966228559069,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0358233553245256,0.0377625607157823,0.0360245341843835,0.0377941986905286,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +974.0504,-43.2032,22877.5,906.470114440094,0.036068763461832,939.165370583053,0.0354335156325423,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.036068763461832,0.0380398761781664,0.0362837236815019,0.0380617797166519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +975.0504,-43.2032,22897.5,907.262570009487,0.0362601546732697,940.160051127299,0.0356182268627983,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0362601546732697,0.0382229825834971,0.0364776955787666,0.0382642677387141,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +976.0505,-43.1928,22925.5,908.372007806638,0.03648194630531,941.511186620686,0.035832234802119,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.03648194630531,0.0384647391065706,0.0366905074629798,0.0384937822317055,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +977.0505,-43.1848,22960,909.738993663842,0.0367016603632786,943.127925228523,0.0360441929307521,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0367016603632786,0.0386929950365033,0.0369077602411985,0.0387207029416871,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +978.0506,-43.1768,22990,910.927677017933,0.0369008106778829,944.541646768815,0.0362362744102043,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0369008106778829,0.0389073815046301,0.0371191262797336,0.0389289955031511,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +979.0506,-43.1688,23012.5,911.8191895335,0.0371145464104609,945.66094516139,0.0364423825594078,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0371145464104609,0.0391332766751064,0.0373318856499814,0.0391689559923922,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +980.0507,-43.156,23042.5,913.007872887591,0.0373502874684124,947.108979400866,0.0366696614750262,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0373502874684124,0.0393646311018254,0.0375611323644311,0.0394072146558303,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +981.0507,-43.1368,23058.5,913.641837343106,0.0375522785475637,947.951170111722,0.0368643608147424,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0375522785475637,0.0395930345792242,0.0377643662443397,0.0396237026799552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +982.0507,-43.1368,23090,914.889954864901,0.0377458745314858,949.423276311348,0.0370509325458418,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0377458745314858,0.0398105195441374,0.0379691668637221,0.0398453843545666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +983.0508,-43.1296,23114.5,915.860712937408,0.0379641046079745,950.630544849698,0.0372612028432204,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0379641046079745,0.0400178237338953,0.0381723443217061,0.0400451465140341,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +984.0508,-43.124,23145.5,917.089019069968,0.0381542662347573,952.079877664536,0.0374443924243015,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0381542662347573,0.0402197424411434,0.0383803308903872,0.0402663589741519,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +985.0509,-43.1136,23164,917.822040471657,0.0383652036022591,953.034469924993,0.0376475567782036,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0383652036022591,0.0404325796608769,0.0385792694089535,0.0404788114063501,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +986.0509,-43.108,23196.5,919.109780771921,0.0386320234723471,954.616851396366,0.0379044852594531,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0386320234723471,0.0407100426707272,0.0388522483835749,0.0407546756846999,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +987.051,-43.0976,23218,919.96167050902,0.0388356681308617,955.688996638021,0.0381005361150115,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0388356681308617,0.0409276751831063,0.0390389797845821,0.04093827014351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +988.0508,-43.0872,23223,920.159784401368,0.0390299425063176,956.073567883179,0.0382875302834769,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0390299425063176,0.0411382254171167,0.0392470281332619,0.0411825980713533,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +989.051,-43.0768,23259,921.586204426276,0.0392607228261792,957.768344958687,0.0385096169479264,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0392607228261792,0.0413979827310447,0.039481262991613,0.0414222491218904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +990.0501,-43.0744,23285.5,922.636208055723,0.0394565659820565,959.040264476308,0.0386980438759278,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0394565659820565,0.0415914912327296,0.0396790336879498,0.041615996230454,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +991.0501,-43.0528,23305,923.408852235882,0.0396657225717823,960.036531588998,0.038899240882552,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0396657225717823,0.0417893523846621,0.0399034276915039,0.0418366011578403,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +992.0502,-43.048,23323.5,924.141873637571,0.0398923477435001,961.008062625051,0.0391171960104706,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0398923477435001,0.0420280841846822,0.0401141981060949,0.0420745745229686,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +993.0503,-43.04,23356,925.429613937835,0.0401144361718366,962.552701117672,0.039330741880511,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0401144361718366,0.0422508070846392,0.0403451157330506,0.0423105567800023,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +994.0503,-43.0344,23382.5,926.479617567282,0.0403059969811578,963.822302236053,0.0395148977432491,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0403059969811578,0.0424705790352757,0.040535186799914,0.0425203623359815,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +995.0501,-43.0296,23399,927.133393412032,0.0405418652375219,964.721110504949,0.0397416017341143,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0405418652375219,0.0427087206454317,0.0407630732180432,0.0427293304426515,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +996.0503,-43.0112,23415.5,927.787169256781,0.0407361396129776,965.581636914754,0.0399282893131568,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0407361396129776,0.0429162461563885,0.040960837578026,0.0429415738334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +997.0504,-43.0032,23435,928.55981343694,0.0409626799857538,966.596111922389,0.0401459388324223,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0409626799857538,0.0431749706380542,0.0411780802805043,0.0431874888570578,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +998.0505,-42.9872,23468,929.867365126439,0.0411750165357936,968.154669261615,0.0403498989750493,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0411750165357936,0.0433885455951181,0.0414023988857264,0.0434126218970459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +999.0502,-42.9928,23497.5,931.036237091295,0.0414091464138527,969.589652949611,0.0405747445137898,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0414091464138527,0.0436166539775846,0.0416331981195317,0.0436568887779937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1000.0503,-42.9712,23517.5,931.828692660689,0.0416582009056528,970.6469995492,0.0408138673566565,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0416582009056528,0.0438966252943572,0.0418778881718301,0.0439076731145275,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1001.0506,-42.9664,23540,932.720205176256,0.0418579448128487,971.761956050353,0.0410056046832122,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0418579448128487,0.0440920519131005,0.0420847712068427,0.0441224852495891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1002.0504,-42.9712,23560,933.51266074565,0.0420180028153248,972.736998353002,0.0411592203559426,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0420180028153248,0.0442468292049553,0.0422442721289698,0.0442799575446646,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1003.0504,-42.9528,23580,934.305116315044,0.0422638773468108,973.792473155481,0.0413951524867802,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0422638773468108,0.0445158820092423,0.0424968328342135,0.0445368480912619,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1004.0505,-42.94,23595,934.899457992089,0.042530909214253,974.661581964405,0.0416513233776745,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.042530909214253,0.0448390109598258,0.0427592659313981,0.0448437967670595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1005.0507,-42.932,23606.5,935.35511994449,0.0427389634177365,975.33122819839,0.0418508699274084,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0427389634177365,0.0450303800232535,0.0429686419319951,0.045061011653138,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1006.0506,-42.9192,23640.5,936.702294412459,0.0429348913725556,976.919505671481,0.0420387496910114,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0429348913725556,0.0452505208425551,0.0431717190596202,0.0452762114910966,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1007.0506,-42.916,23662,937.554184149557,0.0431798755151535,978.037657109846,0.0422736208952354,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0431798755151535,0.0454858590508567,0.0434084875656823,0.0455065528081465,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1008.0507,-42.9056,23677,938.148525826603,0.0433691891525195,978.835266696334,0.042455081893293,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0433691891525195,0.0456616618566192,0.0436167080858849,0.0457120510133584,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1009.0507,-42.8848,23695,938.861735839057,0.0435690602581281,979.76705938188,0.0426466267138224,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0435690602581281,0.0458834256980472,0.0438106413197839,0.0459312907945444,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1010.0507,-42.8792,23711.5,939.515511683806,0.043822439495955,980.687373350081,0.0428893978845408,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.043822439495955,0.0461499701954118,0.0440526050058983,0.0461834680774754,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1011.051,-42.8792,23722.5,939.951362246973,0.0440382104031342,981.345138106318,0.0430960887936854,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0440382104031342,0.0463679715764561,0.0442650458657878,0.0463912037208496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1012.0511,-42.8664,23754,941.199479768768,0.0442614860166545,982.858367381436,0.0433099236323859,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0442614860166545,0.046590768250146,0.0444899329052351,0.0466269580913495,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1013.0502,-42.8504,23767.5,941.734387278108,0.0444579227651239,983.601941932979,0.0434980166315915,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0444579227651239,0.0467882605334137,0.0446957872443912,0.0468374692537236,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1014.0499,-42.8504,23787,942.507031458267,0.0446657225717822,984.604789047336,0.0436969515369595,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0446657225717822,0.0470280251656958,0.0449049253387776,0.0470688396094276,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1015.0499,-42.8424,23805,943.220241470721,0.0449148618625239,985.584848322315,0.0439354101958677,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0449148618625239,0.0472942745681285,0.0451508644879788,0.0473139244545738,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1016.0502,-42.8448,23829.5,944.190999543229,0.0451304207723489,986.80273664208,0.0441416821961733,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0451304207723489,0.0475048985758718,0.0453710613371729,0.0475518701059353,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1017.05,-42.8216,23841,944.64666149563,0.045352593999627,987.488838007544,0.0443542390326028,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.045352593999627,0.0477463600040133,0.0455943661276568,0.0477949975514866,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1018.0504,-42.8136,23865.5,945.617419568137,0.0455730712480707,988.712109603532,0.0445651286428124,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0455730712480707,0.0479783783943294,0.0458218776848678,0.0480167292077066,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1019.0504,-42.808,23874,945.954213185129,0.0457825670335634,989.262425360959,0.044765473129765,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0457825670335634,0.0481942403371163,0.0460329007363361,0.0482269450275441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1020.0502,-42.8008,23887,946.469309305235,0.0460240744195513,990.02968323252,0.0449963810753418,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0460240744195513,0.0484485383948016,0.0462662483203749,0.0484915749028419,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1021.0502,-42.7792,23907,947.261764874629,0.0462153808320472,991.039828085947,0.0451792534636326,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0462153808320472,0.0486541457887003,0.0464557527546454,0.0486756907496857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1022.0505,-42.7848,23943,948.688184899537,0.0464704136492377,992.774117275963,0.0454229907882952,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0464704136492377,0.048919805001269,0.046714759638046,0.048939046747335,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1023.0503,-42.7712,23950,948.965544348825,0.046673252717806,993.256853020708,0.0456168036378023,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.046673252717806,0.0491487248947987,0.0469274665948227,0.0491959251172881,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1024.0506,-42.764,23966,949.59950880434,0.0468387378525515,994.077551262138,0.045774896962164,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0468387378525515,0.0493600866398721,0.0470858080266275,0.0493965988199645,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1025.0506,-42.7608,23984.5,950.332530206029,0.0471449468310636,995.135906814422,0.0460673624507297,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0471449468310636,0.0496274426482999,0.0473855904364061,0.0496706993909632,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1026.0504,-42.74,24004,951.105174386188,0.0473348964604921,996.125639338796,0.046248743647171,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0473348964604921,0.0498091473527034,0.0475834514322727,0.0498595018939766,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1027.0505,-42.7376,24028.5,952.075932458695,0.0475692383359055,997.365459403702,0.0464724692797653,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0475692383359055,0.050096200947845,0.0478215202943706,0.0501189544608369,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1028.0505,-42.7216,24040,952.531594411096,0.0477822956769499,998.045740696883,0.0466758311866532,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0477822956769499,0.0503123579855639,0.0480432393189864,0.0503466711315165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1029.0508,-42.7112,24051.5,952.987256363497,0.0480063344809456,998.736681348562,0.0468896302326307,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0480063344809456,0.0505324988048656,0.048267213586971,0.0505703534726084,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1030.0508,-42.6976,24069.5,953.700466375952,0.048310381086444,999.774099348894,0.0471797072094277,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.048310381086444,0.0508602755006285,0.0485608922412572,0.0508799692408416,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1031.0509,-42.6952,24093,954.631601669989,0.0484726014619338,1000.90507884071,0.0473344398423837,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0484726014619338,0.0510090771201095,0.0487253069118725,0.051046339926167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1032.0507,-42.6872,24107.5,955.206131957799,0.0486750589352645,1001.70084672617,0.0475275187349985,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0486750589352645,0.0512118073384207,0.0489336155789085,0.0512545941398094,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1033.0508,-42.6792,24124,955.859907802549,0.0489436595831284,1002.6431897392,0.0477836192807846,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0489436595831284,0.0515411332825771,0.0492037641638577,0.051579190479784,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1034.051,-42.6768,24132.5,956.196701419541,0.0491526889744415,1003.1963404828,0.0479828755181339,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0491526889744415,0.0517294776229513,0.0494068480790889,0.0517520085884544,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1035.0498,-42.6688,24150.5,956.909911431996,0.0493794837440429,1004.16162884807,0.0481990216162806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0493794837440429,0.0519495446685199,0.049627195644797,0.0519848092684904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1036.0499,-42.6528,24168.5,957.62312144445,0.0496419364686328,1005.16138760009,0.0484490931242988,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0496419364686328,0.0522195565313361,0.0498927188927183,0.0522525761429082,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1037.0499,-42.6424,24172,957.761801169094,0.0498910757593744,1005.54556775066,0.0486864214163144,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0498910757593744,0.0525102250393952,0.0501409880000782,0.0525363183062319,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1038.05,-42.6376,24196.5,958.732559241601,0.0499461526720147,1006.61756201711,0.0487388796848954,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0499461526720147,0.0525162744855019,0.0501929068646102,0.0525440632221935,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1039.0503,-42.632,24213,959.386335086351,0.0502853908383224,1007.62945191111,0.049061928036689,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0502853908383224,0.0529214398271924,0.050550607662613,0.0529645624063167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1040.0503,-42.6216,24227.5,959.960865374161,0.0505461051846074,1008.48314824847,0.0493101291400303,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0505461051846074,0.0531899024416154,0.0508041634448432,0.0532239640221372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1041.0504,-42.6056,24242,960.535395661971,0.0507247341553177,1009.2582982537,0.0494801490801506,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0507247341553177,0.0533544178662276,0.0509898287483272,0.0534106026206199,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1042.0501,-42.5952,24262,961.327851231365,0.0509729406577006,1010.32955874478,0.0497163452814515,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0509729406577006,0.053633135029539,0.0512439128129718,0.0536730088802076,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1043.0502,-42.5928,24259,961.208982895956,0.0511629326866001,1010.38725338562,0.0498971062225742,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0511629326866001,0.0538269386261561,0.0514290487021628,0.0538725117415484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1044.0505,-42.5768,24275,961.842947351471,0.0514692264640538,1011.34825983156,0.0501884494119069,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0514692264640538,0.0541387064218559,0.0517281458549069,0.0541750557930507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1045.0505,-42.5792,24286.5,962.298609303872,0.051674143106694,1012.02456535241,0.0503833164345299,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.051674143106694,0.054355527423172,0.0519382896559562,0.0543934463309349,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1046.0506,-42.5536,24290.5,962.457100417751,0.0519139545138477,1012.42205455037,0.0506113186831295,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0519139545138477,0.054622440789202,0.0521877112320103,0.054666780369372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1047.0506,-42.556,24302,962.912762370152,0.0521414276749825,1013.12040852659,0.0508275422330862,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0521414276749825,0.0548509918140666,0.052405823952357,0.0548928489637295,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1048.0507,-42.5344,24318,963.546726825667,0.0523605057408883,1013.99852074724,0.0510357416775424,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0523605057408883,0.0551544969516694,0.0526313051205354,0.0551778808313585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1049.0507,-42.5376,24344.5,964.596730455114,0.0525658039787664,1015.30153310678,0.0512308062150335,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0525658039787664,0.0553044051771455,0.0528444691754639,0.0553439678370265,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1050.0507,-42.524,24362,965.290129078333,0.0528482692535997,1016.30404172771,0.0514991289930742,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0528482692535997,0.055613222023525,0.0531050451018591,0.0556312536138456,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1051.0505,-42.5136,24360.5,965.230694910628,0.0530344877295931,1016.42121035609,0.0516759844954629,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0530344877295931,0.0558152145045061,0.053317742341494,0.0558508766077616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1052.0508,-42.5088,24382.5,966.102396036961,0.0532768855044689,1017.57332277622,0.051906147783784,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0532768855044689,0.0560692912409922,0.0535523325426968,0.056106660432126,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1053.0507,-42.4928,24377,965.884470755378,0.0534854061021319,1017.54519392147,0.0521041013917203,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0534854061021319,0.0562706197583763,0.0537675651650785,0.0563136288519752,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1054.0509,-42.4904,24395,966.597680767832,0.0536690382104032,1018.47404863105,0.052278395316147,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0536690382104032,0.0564623576904692,0.0539537505636153,0.0564927252353977,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1055.051,-42.4904,24417,967.469381894165,0.0539577786069229,1019.67188061139,0.0525523910691164,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0539577786069229,0.0567485260008144,0.0542336234298262,0.0567922623932655,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1056.0508,-42.4744,24431.5,968.043912181976,0.0542116242389296,1020.52314499597,0.0527932119755301,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0542116242389296,0.0569986927294511,0.0544774397645405,0.0570438318190461,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1057.051,-42.4664,24443,968.499574134377,0.0544156504926819,1021.20110846278,0.0529867276877034,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0544156504926819,0.0572501873852819,0.0546898434357644,0.0572769429218244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1058.0501,-42.4608,24446,968.618442469786,0.0546435476485253,1021.54719048412,0.0532028403097969,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0546435476485253,0.0574878125793069,0.0549188259248633,0.057509099792209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1059.0499,-42.448,24456,969.014670254483,0.0549588725132711,1022.27062398049,0.0535017827684142,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0549588725132711,0.0578371312051088,0.0552534505620463,0.0578835119113636,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1060.0499,-42.4456,24468,969.490143596119,0.0551377134813359,1022.9456133567,0.0536712925147265,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0551377134813359,0.0579682271286673,0.0554138214817962,0.0580155296415958,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1061.0502,-42.4352,24479,969.925994159285,0.0553634906636366,1023.62448288134,0.0538852485008388,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0553634906636366,0.0582625843233768,0.0556607047738453,0.0583062792795013,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1062.05,-42.424,24476,969.807125823876,0.0555369468989027,1023.66725267293,0.0540495918612075,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0555369468989027,0.0584155910456394,0.0558216541267438,0.0584345829667098,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1063.0501,-42.4056,24473,969.688257488467,0.055814790631413,1023.81120455793,0.0543127822422088,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.055814790631413,0.0586990297278634,0.0561065589897671,0.0587359770895429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1064.0504,-42.4008,24484,970.124108051634,0.0561162084697183,1024.56379474056,0.0545982251288183,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0561162084697183,0.0590150026263449,0.056412607938563,0.0590628719949807,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1065.0504,-42.3952,24477.5,969.866559991581,0.0563343961467361,1024.50340699162,0.0548047981746609,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0563343961467361,0.0592897360080738,0.0566357829863747,0.0593214416284151,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1066.0502,-42.3792,24494,970.520335836331,0.0565784051015044,1025.43082855653,0.055035767437291,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0565784051015044,0.0595091390900453,0.0568752460165726,0.0595549078239338,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1067.0505,-42.3688,24494,970.520335836331,0.0567977375642352,1025.64369517192,0.055243333387422,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0567977375642352,0.0597398295531672,0.0570902403037752,0.0597830408046012,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1068.0503,-42.3664,24502,970.837318064088,0.0570288994793346,1026.20310188675,0.0554620475543929,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0570288994793346,0.0599724381333476,0.0573234818641376,0.0600203773406806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1069.0506,-42.364,24520,971.550528076542,0.0572873666536642,1027.20809940102,0.0557065399983637,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0572873666536642,0.0602786728990717,0.0575913649508951,0.060330935738399,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1070.0506,-42.3504,24523.5,971.689207801186,0.057527983650764,1027.5885286612,0.0559340936692821,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.057527983650764,0.0605032401423538,0.0578421871654912,0.0605530760822823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1071.0507,-42.3424,24517,971.431659741133,0.0578149856689789,1027.59496722746,0.0562054463758062,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0578149856689789,0.0608335251450393,0.0581222762632938,0.0608669203054576,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1072.0507,-42.3352,24528.5,971.887321693535,0.0580647609517834,1028.31972669974,0.0564415422922814,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0580647609517834,0.0610998483212049,0.0583728270397145,0.0611389529225801,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1073.0508,-42.3168,24543,972.461851981345,0.0582793446737785,1029.13629143507,0.0566443294686768,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0582793446737785,0.0613477280641183,0.0585814507168364,0.0613729746758512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1074.0509,-42.3088,24515.5,971.372225573429,0.0584755694248936,1028.17376958736,0.0568297309531567,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0584755694248936,0.0615635900069052,0.0587912137101946,0.0616092671144334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1075.0507,-42.3008,24550,972.739211430633,0.0587718569272256,1029.90890119234,0.0571096108581488,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0587718569272256,0.0618774234671294,0.0590687482911852,0.0619130780305893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1076.0507,-42.2872,24564.5,973.313741718443,0.0589966589216967,1030.73600056241,0.0573219116772735,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0589966589216967,0.0620823668974309,0.0593077201218791,0.062126625623936,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1077.0509,-42.2824,24563,973.254307550739,0.0592695419161168,1030.93864452716,0.0575795591776884,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0592695419161168,0.0623601987759463,0.0595698037612629,0.0623971190425534,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1078.051,-42.2824,24569.5,973.511855610791,0.0595091837253871,1031.44475148518,0.0578057666691947,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0595091837253871,0.0626385470705926,0.059831075874095,0.0626684690821197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1079.051,-42.264,24577.5,973.828837838549,0.0597069772569238,1031.97321411151,0.0579924333582779,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0597069772569238,0.062827629148297,0.0600172908814288,0.0628605689099493,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1080.0498,-42.2536,24577.5,973.828837838549,0.0600001271984126,1032.25869197834,0.058269028122471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0600001271984126,0.0631717098390552,0.0603204410658999,0.0632180073272409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1081.0501,-42.2504,24599.5,974.700538964882,0.0603091769414718,1033.48392623426,0.0585605419545751,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0603091769414718,0.0634910025555222,0.0606225287472861,0.0635205385387327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1082.0499,-42.24,24597.5,974.621293407943,0.0605057408883536,1033.59147685116,0.0587459083868762,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0605057408883536,0.0637258243476927,0.0608205337758878,0.0637815272060458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1083.0502,-42.2272,24599,974.680727575647,0.0607304580838831,1033.87353464685,0.0589577821956288,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0607304580838831,0.0639516457444359,0.0610642954411422,0.0639968662854377,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1084.0503,-42.2216,24615.5,975.334503420397,0.0609942251920696,1034.82427575962,0.0592064168197387,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0609942251920696,0.0642215838335194,0.0613217993499781,0.0642563946098099,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1085.0503,-42.2216,24619,975.473183145041,0.061207282533114,1035.17924586928,0.0594072058032396,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.061207282533114,0.0644485118362576,0.0615405593912293,0.0645102628348181,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1086.0503,-42.1984,24614,975.275069252692,0.0615237097841018,1035.27760957306,0.0597053380248699,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0615237097841018,0.0648051340616276,0.0618610109868741,0.0648563474562086,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1087.0504,-42.1904,24620.5,975.532617312745,0.0617644963790851,1035.78589812244,0.0599321434065572,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0617644963790851,0.0650465954897691,0.062098299140459,0.0651036796537165,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1088.0502,-42.1744,24622,975.59205148045,0.0620163916354323,1036.09475022148,0.0601693573855981,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0620163916354323,0.0653206649079009,0.0623562339099789,0.0653796069188247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1089.0502,-42.172,24620.5,975.532617312745,0.0622426776113835,1036.25237951153,0.0603824067072022,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0622426776113835,0.0655784303310375,0.0625915675880549,0.0656519130514852,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1090.0503,-42.1688,24643.5,976.443941217548,0.0625190797618846,1037.49031786154,0.0606425790781525,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0625190797618846,0.0658103011738878,0.0628521133482652,0.065879214298458,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1091.0506,-42.164,24638.5,976.245827325199,0.0627785645235147,1037.53313898675,0.0608867658287632,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0627785645235147,0.06617090718084,0.0631227304660716,0.0662137164412554,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1092.0506,-42.1536,24645.5,976.523186774487,0.0630427556264099,1038.08589940183,0.061135320212663,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0630427556264099,0.0663985729209086,0.0633769909505542,0.0664619623068651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1093.0507,-42.14,24657,976.978848726888,0.0632908349303802,1038.81265577213,0.0613686601798231,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0632908349303802,0.0667003074889192,0.0636373759632905,0.066776621134192,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1094.0507,-42.1376,24660,977.097717062297,0.0635652019062802,1039.20713072953,0.061626662576478,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0635652019062802,0.0669639748106967,0.0638985363188535,0.0670323823941702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1095.0505,-42.1248,24663.5,977.236396786941,0.0638060733002053,1039.59001395196,0.0618531123718302,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0638060733002053,0.0672660044736391,0.0641529835203742,0.0673228408345544,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1096.0505,-42.1168,24666.5,977.35526512235,0.0640555093872428,1039.96025448207,0.0620875600353526,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0640555093872428,0.0674958096519651,0.0644055170347608,0.0675628587439665,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1097.0508,-42.1032,24671.5,977.553379014699,0.0642887488764141,1040.39906271146,0.0623067346253649,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0642887488764141,0.067771354544757,0.0646505320882672,0.0678443843643912,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1098.0509,-42.0928,24675,977.692058739343,0.0645406441327613,1040.79293397387,0.0625433860529993,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0645406441327613,0.0680409975389083,0.0649090226074441,0.0681127509742482,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1099.0507,-42.0952,24674.5,977.672247350108,0.0648061920187236,1041.03146274326,0.0627928032759997,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0648061920187236,0.0683219279142101,0.0651708413676352,0.0683918016547089,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1100.0507,-42.0768,24676.5,977.751492907047,0.0650492257856622,1041.35347053143,0.0630210194882008,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0650492257856622,0.0685635368898174,0.0654065543975377,0.0686492365303873,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1101.0507,-42.0616,24689.5,978.266589027153,0.065291326764242,1042.13891255387,0.0632483080119368,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.065291326764242,0.0688306715770462,0.065650568820929,0.0689017498394156,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1102.0508,-42.0536,24681.5,977.949606799395,0.0655443244068314,1042.04865308099,0.063485771322295,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0655443244068314,0.0690889534163139,0.0658874331709872,0.0691504997130002,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1103.0499,-42.0504,24685,978.088286524039,0.0658038515679324,1042.4502629508,0.063729304655149,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0658038515679324,0.0693835319322226,0.0661673155218847,0.0694667563625756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1104.0501,-42.04,24713,979.19772432119,0.0660269999830402,1043.85121244834,0.0639386537371932,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0660269999830402,0.0696500764295874,0.066396804988715,0.0697178077391798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1105.0499,-42.0296,24709,979.039233207312,0.0663256194562691,1043.97461682178,0.0642187382527266,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0663256194562691,0.0699214899933309,0.0666924561326698,0.0700017602535049,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1106.0502,-42.0376,24704.5,978.860930704198,0.0665258297576446,1043.98046633664,0.0644064778180275,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0665258297576446,0.0701610333044141,0.0669049607449348,0.0702444473114974,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1107.05,-42.0032,24716,979.316592656599,0.0667933280192662,1044.72840706462,0.0646572591060017,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0667933280192662,0.0704375372557351,0.0671621531279266,0.0705119449113403,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1108.0503,-42.0088,24724.5,979.653386273592,0.0670569255295693,1045.34593044173,0.0649043219082817,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0670569255295693,0.0707544692127457,0.0674459241937959,0.0708441827961436,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1109.0501,-41.9984,24729,979.831688776705,0.067325017383783,1045.79887425678,0.0651555345429404,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.067325017383783,0.0710269156087514,0.0676980279093435,0.0710921761562462,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1110.0502,-41.988,24730.5,979.89112294441,0.0676010803385173,1046.13282146957,0.0654141504796397,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0676010803385173,0.0713061491881937,0.0679812849357769,0.0713885949361543,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1111.0502,-41.972,24727.5,979.772254609001,0.0678647626477622,1046.2642661169,0.0656611057858563,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0678647626477622,0.0715746855763498,0.0682458622387009,0.0716618666792253,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1112.0503,-41.972,24737,980.148671004463,0.0680933805946102,1046.89030749847,0.0658751717294651,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0680933805946102,0.0718072941565302,0.0684743405457947,0.0718998939224167,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1113.0506,-41.9616,24738.5,980.208105172167,0.0683992503773552,1047.25360477975,0.0661615006223436,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0683992503773552,0.0721666460100213,0.0687777210471463,0.0722427842559664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1114.0503,-41.956,24734,980.029802669054,0.0686533928056578,1047.31217367294,0.0663993444867064,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0686533928056578,0.0724505273346435,0.0690484895088323,0.0725300579774951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1115.0504,-41.94,24752.5,980.762824070743,0.0689333989111816,1048.37013905967,0.0666613278674143,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0689333989111816,0.072751819260256,0.0693050307000388,0.0728114441307351,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1116.0504,-41.9272,24740.5,980.287350729107,0.0691497634109527,1048.07398910677,0.0668637189664348,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0691497634109527,0.072967386108111,0.0695388655194623,0.0730538126010204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1117.0507,-41.9136,24749,980.624144346099,0.0694347302545664,1048.71351728989,0.0671302193980467,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0694347302545664,0.073280260509806,0.0698262132510686,0.0733576471929206,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1118.0505,-41.9192,24760.5,981.0798062985,0.0696974797754524,1049.45859625609,0.0673758793165645,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0696974797754524,0.0735667976888165,0.0700946296192917,0.0736477372060343,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1119.0505,-41.9032,24755,980.861881016917,0.0699750267116667,1049.49771734153,0.0676353086796372,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0699750267116667,0.0738930251361864,0.0703726069422403,0.0739531122634843,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1120.0506,-41.8952,24765,981.258108801614,0.070153698081848,1050.09699390685,0.0678022812252849,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.070153698081848,0.074039761091143,0.0705428451310747,0.0741071636673905,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1121.0506,-41.8848,24762,981.139240466205,0.0704522751556061,1050.26273220149,0.068081246228118,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0704522751556061,0.0743346347019836,0.0708517985939707,0.0744134216402818,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1122.0507,-41.8744,24760.5,981.0798062985,0.0707443227108526,1050.48563272038,0.0683540353380471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0707443227108526,0.0746805597360671,0.0711464990670168,0.0747639390211001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1123.0508,-41.8664,24768.5,981.396788526258,0.0709898156471008,1051.06596562039,0.0685832822206798,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0709898156471008,0.0749513831099465,0.0713945088299477,0.0750357667893409,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1124.0508,-41.8584,24775,981.654336586311,0.0712045265675084,1051.55256887588,0.0687837410837207,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0712045265675084,0.0751947626551461,0.0716089016878543,0.0752628874488267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1125.0508,-41.8512,24770.5,981.476034083197,0.0715518630327493,1051.70247284384,0.0691079370305571,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0715518630327493,0.0755682052916423,0.0719667904355569,0.0756566459699185,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1126.0501,-41.84,24763.5,981.198674633909,0.0718384834557264,1051.68649938838,0.0693753828788182,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0718384834557264,0.0758969410459344,0.0722552401390886,0.0759837959264288,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1127.0502,-41.8328,24785,982.050564371007,0.0720008310296287,1052.75902111884,0.0695268378625157,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0720008310296287,0.0760562185355029,0.0724175766500215,0.0761438681698294,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1128.05,-41.8192,24783,981.971318814068,0.0723614385292472,1053.02817603792,0.0698631686291375,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0723614385292472,0.0764506129121739,0.0727580442106617,0.0765121153495447,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1129.05,-41.8032,24760.5,981.0798062985,0.072667986703526,1052.3729006177,0.0701489905136857,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.072667986703526,0.0767957264351942,0.0730845674776375,0.076855832789262,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1130.05,-41.8064,24788.5,982.189244095651,0.0728177416345845,1053.71004670848,0.0702885905392871,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0728177416345845,0.0769302897242043,0.0732435504108145,0.0770177532021317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1131.0503,-41.8112,24790,982.248678263356,0.0730300781846242,1053.98237603367,0.0704864951145991,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0730300781846242,0.0771774317297875,0.0734592400682041,0.0772717185652289,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1132.0501,-41.788,24788,982.169432706416,0.0732989332293133,1054.16140437424,0.0707370205882478,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0732989332293133,0.0774595424848173,0.0737207241279815,0.0775437551756363,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1133.0505,-41.7824,24788.5,982.189244095651,0.0736370690093787,1054.51478124339,0.0710520144050254,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0736370690093787,0.07780716431476,0.0740534185910315,0.0778846392093198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1134.0505,-41.7664,24808,982.96188827581,0.0738616590064955,1055.56508408402,0.0712611786713467,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0738616590064955,0.0780752580605181,0.0742879540740203,0.0781468677338893,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1135.0505,-41.756,24806,982.882642718871,0.0741639248342181,1055.77707715433,0.0715426146393273,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0741639248342181,0.0783899030318053,0.0745894989441356,0.0784772977796332,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1136.0503,-41.7536,24800,982.644906048053,0.0744286247307634,1055.7818150039,0.0717890083987566,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0744286247307634,0.0786737843564274,0.0748392803331851,0.0787571086362634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1137.0504,-41.7352,24804.5,982.823208551166,0.0746867527093262,1056.22708248521,0.072029226287953,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0746867527093262,0.0789643790907535,0.0751121137637489,0.0790360730317449,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1138.0507,-41.7328,24809.5,983.021322443515,0.0749379695741396,1056.68694439552,0.0722629571930295,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0749379695741396,0.0792201526230989,0.0753726797676822,0.0793295169369355,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1139.0504,-41.7296,24809.5,983.021322443515,0.0752257771823007,1056.9698654111,0.0725306648132644,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0752257771823007,0.07954910969859,0.075655463935411,0.0796333750003937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1140.0507,-41.7216,24809.5,983.021322443515,0.0754611366450148,1057.20122878139,0.0727495339216787,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0754611366450148,0.0797860709290179,0.0758969808652977,0.0798877255631669,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1141.0508,-41.7088,24819.5,983.417550228211,0.0757557281685124,1057.91706283944,0.0730234175362575,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0757557281685124,0.08012240537781,0.0761992802450079,0.0802198962492753,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1142.0508,-41.6928,24822.5,983.53641856362,0.0760468429354001,1058.33125810737,0.0732939951185813,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0760468429354001,0.0804410341306798,0.0764833876548701,0.080529880351848,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1143.0509,-41.6904,24814.5,983.219436335863,0.0762402269219681,1058.1803092762,0.0734736960421216,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0762402269219681,0.0806445758600541,0.0766829568892317,0.0807363553234484,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1144.0509,-41.688,24819.5,983.417550228211,0.0765778115089124,1058.72551402414,0.0737873171505338,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0765778115089124,0.0810427326971086,0.0770145848369203,0.0811336702827237,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1145.0509,-41.6696,24829.5,983.813778012908,0.0768029526991504,1059.37358107041,0.0739964220100185,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0768029526991504,0.0812403725278422,0.0772444475350252,0.0813224579338701,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1146.0507,-41.6432,24826.5,983.694909677499,0.0770872835507014,1059.52527810719,0.074260438112991,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0770872835507014,0.0815536157982023,0.0775249197696,0.0816363072887421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1147.0508,-41.6536,24829.5,983.813778012908,0.0773555450027984,1059.91722899236,0.0745094690456552,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0773555450027984,0.0818809498515674,0.0778068285892488,0.0819765779177698,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1148.0501,-41.6432,24824.5,983.61566412056,0.0776180401268592,1059.96198420768,0.074753086997328,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0776180401268592,0.082162027774335,0.0780691650769404,0.0822503015697915,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1149.0499,-41.6296,24821,983.476984395916,0.0778921103064634,1060.08208214835,0.0750073842744956,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0778921103064634,0.0824444336242969,0.0783439684893081,0.0825247456982108,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1150.0499,-41.6192,24829,983.793966623673,0.0781436663670439,1060.67123412542,0.0752407348194574,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0781436663670439,0.0827260279631957,0.0785935699650164,0.0828143751801945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1151.0502,-41.6168,24844.5,984.408119689953,0.078420619710666,1061.60601448425,0.0754975816446902,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.078420619710666,0.0830310085754587,0.0788823498589446,0.0831267220589791,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1152.0503,-41.6064,24837.5,984.130760240666,0.0787195783796618,1061.60111875727,0.0757747622110478,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0787195783796618,0.0833243329379061,0.0791711308738491,0.0834283418887664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1153.0501,-41.6008,24849,984.586422193067,0.0789483659243933,1062.31791133655,0.075986831492786,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0789483659243933,0.0836152227671641,0.0794150362742903,0.0836959932854924,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1154.0504,-41.5928,24832.5,983.932646348317,0.079249698963757,1061.90901237203,0.0762660765224468,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.079249698963757,0.0839222690439513,0.0797142479201177,0.084015892878891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1155.0504,-41.58,24841,984.269439965309,0.0795542967623763,1062.57230308645,0.0765482677739395,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0795542967623763,0.084261849536996,0.0800119924480966,0.0843340178570324,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1156.0504,-41.5744,24834,983.992080516022,0.0797448823838678,1062.46041324343,0.0767247932168489,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0797448823838678,0.0844737276982006,0.0802157896861537,0.0845675786811512,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1157.0502,-41.5664,24829.5,983.813778012908,0.0800394739073657,1062.55771522788,0.076997590382424,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0800394739073657,0.0847891104068178,0.0804985755947062,0.0848822258093312,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1158.0506,-41.548,24841,984.269439965309,0.0803044282007361,1063.31063453718,0.0772428793796437,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0803044282007361,0.0850800002360759,0.0807765533956872,0.0851821837954325,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1159.0506,-41.5536,24847.5,984.526988025362,0.0805919390126012,1063.87192700056,0.0775089826670793,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0805919390126012,0.0854480573900623,0.0810745279325229,0.0855515183755398,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1160.0506,-41.5376,24826,983.675098288264,0.0808574020996218,1063.21251124594,0.0777546170044714,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0808574020996218,0.0857058228131989,0.0813381903553776,0.0857950553783986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1161.0507,-41.5296,24855.5,984.84397025312,0.0811247731628309,1064.73921394069,0.0780019558286592,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0811247731628309,0.0859829169543841,0.0815969134147202,0.0860651947694526,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1162.0507,-41.5224,24849,984.586422193067,0.0814479843291556,1064.77900167855,0.0783008693959475,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0814479843291556,0.0863455148521278,0.0819190362064166,0.0864175961377615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1163.0508,-41.5088,24851,984.665667750006,0.0816794006410801,1065.09256932368,0.0785148339681825,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0816794006410801,0.0866006244208762,0.0821777667022701,0.0867083248462442,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1164.0508,-41.4928,24844,984.388308300718,0.0819415989688448,1065.05066028912,0.0787572038925782,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0819415989688448,0.0868918831187993,0.0824304398246945,0.086971048249176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1165.0508,-41.4904,24856,984.863781642355,0.0822143547648526,1065.83372198135,0.0790092705673309,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0822143547648526,0.0871667640479941,0.0827070200964249,0.08728275463007,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1166.0509,-41.48,24852.5,984.725101917711,0.0825074623068703,1065.97227114682,0.0792800744567705,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0825074623068703,0.0875025820806554,0.0829965261044085,0.0875976214109207,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1167.0509,-41.472,24856,984.863781642355,0.0827752573647881,1066.38613463706,0.0795274278918212,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0827752573647881,0.0878042428749328,0.0832701626763741,0.0878906528062028,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1168.051,-41.4664,24855.5,984.84397025312,0.0830584858300968,1066.64361920125,0.0797889700972773,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0830584858300968,0.0881140187798414,0.083560849691225,0.0882223025565983,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1169.051,-41.4616,24864,985.180763870112,0.0833520597662941,1067.29760978082,0.0800599934622539,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0833520597662941,0.0884528615355559,0.0838647741813644,0.0885444888409805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1170.0511,-41.4408,24857.5,984.923215810059,0.0836215084035753,1067.2839807778,0.0803086800568923,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0836215084035753,0.0887256768002266,0.0841278215946868,0.0888325217238873,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1171.0498,-41.4432,24865.5,985.240198037817,0.0839024472974577,1067.90426182902,0.0805679056997894,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0839024472974577,0.0890473302761499,0.0844165888981703,0.0891498591530937,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1172.0499,-41.4296,24865.5,985.240198037817,0.0842144650034768,1068.21167421549,0.0808557293926935,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0842144650034768,0.0893582127870536,0.0847240849010127,0.0894808864691605,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1173.0502,-41.4168,24857,984.903404420824,0.0844633922968642,1068.09168704294,0.0810852953410364,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0844633922968642,0.0896611277347922,0.0849719961213176,0.0897750778424708,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1174.05,-41.4112,24859,984.982649977764,0.0847361480928719,1068.44628567519,0.0813367759377878,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0847361480928719,0.0900418739708564,0.0852483285165961,0.0901495961335826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1175.0503,-41.4064,24864,985.180763870112,0.0850291284364771,1068.94982557437,0.0816068331172947,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0850291284364771,0.0902935161741532,0.0855592496785937,0.0904042504893616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1176.0501,-41.3856,24873.5,985.557180265574,0.0853067177721622,1069.63182849082,0.0818626362342951,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0853067177721622,0.090589201296057,0.0858219982004342,0.0906865880475258,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1177.0501,-41.3904,24868.5,985.359066373226,0.0855966453538659,1069.70249692379,0.0821297394028211,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0855966453538659,0.0909079775963928,0.0861247438050849,0.0910253964878604,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1178.0505,-41.3744,24857,984.903404420824,0.0858732171022506,1069.4802282934,0.0823844716969801,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0858732171022506,0.0912573699959277,0.0864013550001381,0.091351428302086,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1179.0502,-41.364,24869,985.37887776246,0.0861700981971745,1070.28907242067,0.0826578374210257,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0861700981971745,0.0915753347852005,0.0867058859276614,0.0916718175568504,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1180.0503,-41.3672,24864,985.180763870112,0.0864327629191187,1070.33265926617,0.0828996346937117,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0864327629191187,0.0918571504452984,0.0869725288780045,0.0919510859820926,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1181.0505,-41.3432,24857,984.903404420824,0.0866985228024355,1070.2930746872,0.0831442217431808,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0866985228024355,0.09216773786127,0.0872411696786617,0.0922764515566804,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1182.0503,-41.3352,24850.5,984.645856360771,0.0869563539847022,1070.26706999605,0.0833814546049652,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0869563539847022,0.0924466025720475,0.0875004291390847,0.0925432057492822,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1183.0504,-41.3272,24860.5,985.042084145468,0.0872599341960211,1070.99679158831,0.0836607094472199,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0872599341960211,0.0927970278038444,0.0878046902951163,0.0928888350196375,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1184.0504,-41.3224,24865.5,985.240198037817,0.0875285772433561,1071.47687081503,0.0839077615603686,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0875285772433561,0.0930736793026316,0.0880823964565194,0.0931901648217838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1185.0505,-41.3192,24847.5,984.526988025362,0.0877794125129319,1070.94818863735,0.0841383820259475,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0877794125129319,0.0933820535066131,0.0883446774994057,0.0934985743488441,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1186.0505,-41.2984,24865.5,985.240198037817,0.0880684497057477,1072.00877486679,0.084404059787279,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0880684497057477,0.0936815748626333,0.0886266107289826,0.0937998571149106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1187.0508,-41.2904,24870,985.41850054093,0.0883515509726438,1072.48175342086,0.0846642129455889,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0883515509726438,0.0939744565826827,0.088917906358546,0.0941157191235078,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1188.0506,-41.2856,24867,985.299632205521,0.0885843664671066,1072.58177590472,0.0848781057786166,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0885843664671066,0.0942260250122465,0.0891551019959005,0.0943423098178823,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1189.0509,-41.2744,24873.5,985.557180265574,0.0888841307260486,1073.1575735143,0.0851534385893756,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0888841307260486,0.0946192390091893,0.0894557080349905,0.0947366482290728,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1190.0509,-41.264,24868.5,985.359066373226,0.0891470922442889,1073.20096195695,0.0853949057609613,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0891470922442889,0.0948634300654521,0.0897325709994949,0.0950164869725514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1191.051,-41.2616,24869,985.37887776246,0.089457880365653,1073.52878352418,0.0856802150551009,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.089457880365653,0.0952411515784629,0.0900413130429231,0.0953655753446093,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1192.051,-41.2432,24865.5,985.240198037817,0.0897640469446941,1073.67934542628,0.0859612021149489,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0897640469446941,0.0955650182663763,0.0903546787065755,0.0957272839459029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1193.0499,-41.2456,24877,985.695859990218,0.0900178077777589,1074.42604044215,0.0861940335183863,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0900178077777589,0.0958210131199207,0.0906130163927728,0.0959763716397459,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1194.0499,-41.2272,24874,985.576991654809,0.0903043858012651,1074.57891654606,0.0864569102858663,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0903043858012651,0.0961456175451643,0.0909089526513963,0.0963200785719135,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1195.0502,-41.2248,24879,985.775105547157,0.0906117819649611,1075.09794447748,0.086738806646923,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0906117819649611,0.0964724351823981,0.0912417621869756,0.096671394996698,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1196.0502,-41.2168,24869,985.37887776246,0.0909539032952869,1075.00293291969,0.0870524541666306,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0909539032952869,0.0969202417417684,0.0915636047558266,0.0970730283655595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1197.05,-41.212,24878.5,985.755294157922,0.0911943082950324,1075.65056635682,0.0872727920881716,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0911943082950324,0.0971489403140991,0.0917979392284176,0.0973223602424812,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1198.0504,-41.1776,24868.5,985.359066373226,0.0914975917100555,1075.51704791604,0.0875506906014472,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0914975917100555,0.0974757579513329,0.092098437870817,0.0976316173615677,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1199.0501,-41.18,24865.5,985.240198037817,0.0917754354425657,1075.66104622826,0.0878052109757243,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0917754354425657,0.0978180680724989,0.0923949532761728,0.0979860701803252,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1200.0504,-41.1776,24885.5,986.03265360721,0.0920589183046995,1076.8057531114,0.0880648303587052,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0920589183046995,0.0981316064377911,0.0926912299870641,0.0983072807661344,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1201.0502,-41.1696,24877,985.695859990218,0.0923629649101979,1076.73765211862,0.0883432075438067,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0923629649101979,0.0984798184575978,0.09298995374365,0.0986403827844061,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1202.0505,-41.156,24869,985.37887776246,0.0926330071400708,1076.6574863819,0.0885903862431747,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0926330071400708,0.0987734379149771,0.0932515056817603,0.0989801527880376,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1203.0503,-41.156,24875,985.616614433279,0.0929303970286451,1077.21035773059,0.0888625264975754,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0929303970286451,0.0991246008841044,0.0935397166670572,0.099293779591886,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1204.0506,-41.1408,24870.5,985.438311930165,0.0932512762240727,1077.33169215775,0.089156078677303,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0932512762240727,0.0994580581573091,0.0938727388777653,0.0996705322747176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1205.0506,-41.1224,24870,985.41850054093,0.093492062819056,1077.54730889656,0.0893763025981056,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.093492062819056,0.0997538908266789,0.0941029229087415,0.0999214961978666,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1206.0504,-41.1248,24873.5,985.557180265574,0.0938980801519596,1078.09910737249,0.0897475370931234,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0938980801519596,0.100217927607311,0.0944982119085971,0.100375368624839,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1207.0507,-41.1144,24862,985.101518313173,0.094153748961213,1077.85251936974,0.0899812324809705,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.094153748961213,0.100490152682118,0.094762856357661,0.100655880251552,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1208.0505,-41.104,24877,985.695859990218,0.0943623543578176,1078.70844201965,0.0901718688641527,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0943623543578176,0.100683439862604,0.0949706214690153,0.100868078103616,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1209.0505,-41.104,24860.5,985.042084145468,0.0946512643522208,1078.27756284998,0.0904358324992908,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0946512643522208,0.10102427450911,0.0952615819628288,0.101189555522876,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1210.0506,-41.0824,24867.5,985.319443594756,0.0949728219391822,1078.89801166449,0.0907295428135735,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0949728219391822,0.101417488506052,0.0955817156677695,0.101570476031432,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1211.0506,-41.0776,24862.5,985.121329702408,0.095251937655818,1078.95604518264,0.0909844168550838,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.095251937655818,0.101724387235374,0.0958823231291428,0.101890564837505,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1212.0507,-41.0592,24865.5,985.240198037817,0.095523209470346,1079.35350385359,0.0912320660182307,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.095523209470346,0.102040876549986,0.096159093136197,0.10219780270125,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1213.051,-41.0616,24862,985.101518313173,0.0958073283245425,1079.48146291121,0.091491377747692,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0958073283245425,0.10236400550057,0.0964388381664426,0.102518625053277,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1214.051,-41.0456,24862.5,985.121329702408,0.0961007326628564,1079.79221124862,0.0917590936663371,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0961007326628564,0.102676068391201,0.0967299772400211,0.102830891642826,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1215.0511,-41.0408,24855.5,984.84397025312,0.0963810355646761,1079.76425197574,0.0920147882927727,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0963810355646761,0.102996246392464,0.0970199131535166,0.10316433662025,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1216.0498,-41.0272,24865.5,985.240198037817,0.0966869901463629,1080.5001073573,0.0922938079858098,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0966869901463629,0.103367328269504,0.0973164544852464,0.103501458921932,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1217.0502,-41.0248,24877,985.695859990218,0.0969661058629989,1081.27494909875,0.0925482836990846,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0969661058629989,0.103638815606981,0.0976178957669092,0.103838448528643,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1218.05,-41.0168,24870.5,985.438311930165,0.0972446279870428,1081.26689397799,0.0928021536863588,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0972446279870428,0.103973010617516,0.0978862741274059,0.104125633377962,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1219.05,-41.0064,24872,985.497746097869,0.0976038787035938,1081.68614857067,0.0931295117875345,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0976038787035938,0.104369913301109,0.0982512861768217,0.104524649754913,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1220.0503,-40.996,24873.5,985.557180265574,0.0978187592218848,1081.96316078137,0.0933252650017587,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0978187592218848,0.104644351587906,0.0984998751455882,0.104822930885405,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1221.0503,-40.9824,24860.5,985.042084145468,0.0981321337109713,1081.70636565776,0.093610676203095,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0981321337109713,0.104964529589169,0.0987928876686575,0.105121566611267,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1222.0504,-40.98,24860.5,985.042084145468,0.0984593728270271,1082.02870995866,0.0939086279319464,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0984593728270271,0.105338562415529,0.0991240352809485,0.10550882257123,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1223.0504,-40.972,24862.5,985.121329702408,0.0987456964537082,1082.39782149528,0.0941692532438983,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0987456964537082,0.105697840495287,0.0994223869419764,0.105855547806033,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1224.0504,-40.9672,24865.5,985.240198037817,0.099050803045978,1082.82903084664,0.0944469009645124,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.099050803045978,0.106034248717813,0.0997169586547916,0.106188440086356,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1225.0505,-40.9512,24857.5,984.923215810059,0.0993630327493513,1082.78817355819,0.0947309509467212,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0993630327493513,0.106397215484221,0.100048491661831,0.106566226082106,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1226.0505,-40.9352,24856,984.863781642355,0.0996876430982141,1083.04253080708,0.095026178660012,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0996876430982141,0.1067594445133,0.100350501105441,0.10688869338914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1227.0506,-40.92,24850.5,984.645856360771,0.0999362311958347,1083.04765230806,0.0952522064837541,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.0999362311958347,0.107022816740145,0.100615081726723,0.107174690789315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1228.0507,-40.9224,24870,985.41850054093,0.100239090616149,1084.19595491148,0.0955275112917162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.100239090616149,0.107407915626457,0.10092829091689,0.107564144745327,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1229.0504,-40.9144,24862.5,985.121329702408,0.100555093872428,1084.18029748636,0.0958146833141415,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.100555093872428,0.107712601143788,0.101234211976765,0.107868646700445,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1230.0505,-40.9168,24849,984.586422193067,0.100768744806065,1083.80196011056,0.0960087946307537,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.100768744806065,0.107959743149371,0.101473102442752,0.108150779678799,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1231.0508,-40.904,24864,985.180763870112,0.101135797025253,1084.81780563806,0.0963421898489521,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.101135797025253,0.108408287446071,0.101826431245727,0.10855628677229,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1232.0508,-40.8936,24857,984.903404420824,0.101446076352967,1084.817990386,0.0966239313211004,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.101446076352967,0.108732891871315,0.102148100667704,0.10890366125145,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1233.0509,-40.8752,24844,984.388308300718,0.10176224920713,1084.5618766466,0.0969109426333448,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.10176224920713,0.109091432213743,0.10247197521572,0.109259539902069,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1234.0509,-40.872,24842.5,984.328874133014,0.10204505367773,1084.77476693046,0.0971675934501219,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.10204505367773,0.109475793362725,0.102780943191156,0.109667803073756,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1235.0509,-40.8696,24851,984.665667750006,0.102307718399674,1085.404565604,0.0974059080488687,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.102307718399674,0.109753920336172,0.103035762863939,0.109931423376304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1236.0507,-40.8512,24849,984.586422193067,0.102660778793481,1085.66483108489,0.0977261488117402,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.102660778793481,0.110136806010493,0.103376406363818,0.110293254112899,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1237.051,-40.8432,24841,984.269439965309,0.102907586113325,1085.55823211725,0.097949952639181,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.102907586113325,0.110416408458601,0.103622061482958,0.110567043721727,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1238.0511,-40.8352,24837.5,984.130760240666,0.103231263673829,1085.7238222406,0.0982433861761116,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.103231263673829,0.110785277123651,0.103955913558303,0.110930138194595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1239.0501,-40.82,24836,984.071326072961,0.103407306276818,1085.83149108642,0.098402943437332,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.103407306276818,0.110982990728117,0.104142158666959,0.111157823654011,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1240.0501,-40.8304,24829.5,983.813778012908,0.10381574037956,1085.94913377293,0.0987730320951346,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.10381574037956,0.111439650135449,0.104548139862983,0.111604487578345,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1241.0502,-40.8064,24837.5,984.130760240666,0.104061784508929,1086.54116334144,0.098995910518067,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.104061784508929,0.111718514846226,0.104800308808527,0.111904968398279,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1242.0503,-40.7984,24828,983.754343845204,0.104374692603836,1086.43340108174,0.0992792857477769,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.104374692603836,0.112071153290013,0.105131062769878,0.11225721073247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1243.0503,-40.7856,24836,984.071326072961,0.104684293540017,1087.0881376359,0.0995595869440329,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.104684293540017,0.112445186116374,0.105474309957214,0.112667568033514,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1244.0503,-40.7832,24851,984.665667750006,0.104961458880993,1088.01761274707,0.099810455520705,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.104961458880993,0.112743231997734,0.105740594267414,0.112941647071617,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1245.0504,-40.772,24829.5,983.813778012908,0.105281150891237,1087.39082482476,0.100099737802261,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.105281150891237,0.113132757308026,0.106064089025592,0.113328282730573,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1246.0504,-40.7592,24842.5,984.328874133014,0.105609280396181,1088.28313820338,0.100396567986796,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.105609280396181,0.113501625973076,0.106388582502832,0.113679944744588,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1247.0505,-40.7512,24824,983.595852731325,0.105919686922307,1087.77801751071,0.100677284660872,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.105919686922307,0.113860904052834,0.106726673679029,0.114088335711615,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1248.0505,-40.728,24837.5,984.130760240666,0.106200837813544,1088.6462714963,0.100931475957962,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.106200837813544,0.114172966943466,0.107010403644937,0.114394058011706,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1249.0506,-40.7432,24836,984.071326072961,0.106509166765599,1088.88394305091,0.101210164944239,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.106509166765599,0.114510112903321,0.107320611839731,0.114733993254256,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1250.0506,-40.7248,24826,983.675098288264,0.106834921900175,1088.76595058904,0.101504520565307,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.106834921900175,0.114884883467011,0.107657548671045,0.115124619342247,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1251.0504,-40.7248,24829,983.793966623673,0.107198030968573,1089.25474272449,0.101832527491476,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.107198030968573,0.115316459805119,0.107946728572957,0.115439834367553,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1252.0507,-40.704,24813,983.160002168158,0.107422451367807,1088.77345968784,0.102035199147222,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.107422451367807,0.11554515837745,0.108181425559035,0.115684859679176,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1253.0508,-40.6984,24818,983.358116060507,0.107776656547326,1089.34116599819,0.102354994493177,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.107776656547326,0.115976734715558,0.108532852386047,0.116089522496198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1254.0508,-40.68,24816.5,983.298681892802,0.108082738327426,1089.57629602552,0.102631259117869,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.108082738327426,0.116333799583326,0.108850446532398,0.116472466513224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1255.0508,-40.6832,24817.5,983.338304671272,0.108376142665739,1089.90871706701,0.102896009655352,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.108376142665739,0.116667994593861,0.109123035691607,0.116776308922806,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1256.0509,-40.672,24805,982.843019940401,0.108666324644268,1089.6449586196,0.103157783603722,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.108666324644268,0.116983008433813,0.109430194416507,0.117119395882874,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1257.0507,-40.6696,24814.5,983.219436335863,0.108924452622831,1090.31607524688,0.103390583976429,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.108924452622831,0.117286218476484,0.109709914825609,0.117437579185317,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1258.0507,-40.6592,24801.5,982.704340215757,0.109291844037786,1090.10590970187,0.103721833385125,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.109291844037786,0.117697138169349,0.110045971630004,0.117795370601411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1259.0507,-40.6408,24811,983.080756611219,0.109584400386683,1090.81107185615,0.103985531147744,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.109584400386683,0.118057153986437,0.110357762562941,0.118170642820252,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1260.0508,-40.6328,24809.5,983.021322443515,0.109878695113885,1091.03442262273,0.104250725671162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.109878695113885,0.118369216877069,0.110666240424841,0.118494782871719,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1261.0498,-40.628,24813,983.160002168158,0.11022772755796,1091.53149503303,0.104565154243942,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.11022772755796,0.118753578026051,0.1110118061615,0.1188812067453,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1262.0499,-40.6096,24796.5,982.506226323409,0.110523675864525,1091.09642601646,0.104831684129152,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.110523675864525,0.119115069317799,0.111362250149998,0.119330976631973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1263.05,-40.604,24799.5,982.625094658818,0.11086473720808,1091.56356755223,0.105138754557923,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.11086473720808,0.119483200245519,0.111654198743211,0.1196063228037,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1264.0502,-40.5936,24786.5,982.109998538712,0.111101962247511,1091.22434651926,0.105352281646687,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.111101962247511,0.119779032914889,0.111907857161975,0.119898495603634,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1265.05,-40.596,24778.5,981.793016310954,0.111434374099011,1091.19850657835,0.105651410033064,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.111434374099011,0.12015822990256,0.112284954800136,0.120373707082577,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1266.0503,-40.5856,24780,981.852450478659,0.111738251106626,1091.5629261399,0.10592478242535,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.111738251106626,0.120502753235716,0.11260163474087,0.120735733664762,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1267.0504,-40.572,24786.5,982.109998538712,0.112035428997846,1092.14111354807,0.106192055930426,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.112035428997846,0.120851702992853,0.112912830408805,0.121074007536805,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1268.0502,-40.5648,24770,981.456222693962,0.112340111595407,1091.71312427741,0.106466004815321,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.112340111595407,0.121188848952708,0.113208640013979,0.121400199903695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1269.0502,-40.5616,24778.5,981.793016310954,0.112647465359632,1092.38951110617,0.106742279406122,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.112647465359632,0.121512715640622,0.113518536185621,0.121752502667685,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1270.0502,-40.5352,24772,981.535468250902,0.112920857147703,1092.37129464667,0.106987962081132,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.112920857147703,0.121818138895283,0.11380340038766,0.122053358964476,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1271.0505,-40.5352,24772,981.535468250902,0.113194672930482,1092.64005454923,0.107233965292071,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.113194672930482,0.122142743320526,0.114085452683399,0.12238678789951,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1272.0503,-40.52,24786.5,982.109998538712,0.113516484914268,1093.59567337198,0.107523012198665,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.113516484914268,0.122534481842809,0.114399466566488,0.12275741431197,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1273.0507,-40.5144,24778.5,981.793016310954,0.113892780218103,1093.61215253733,0.107860889312947,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.113892780218103,0.122945401535674,0.114787214579912,0.123164511708373,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1274.0504,-40.512,24768.5,981.396788526258,0.114182495802452,1093.4551232127,0.108120948377468,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.114182495802452,0.123292138080821,0.115061344124581,0.123490474954909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1275.0505,-40.496,24763.5,981.198674633909,0.114509607720096,1093.55534996172,0.108414494461717,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.114509607720096,0.123630021778006,0.115393499951204,0.123851364712335,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1276.0505,-40.4984,24771.5,981.515656861667,0.114825526177433,1094.2187086122,0.108697913903369,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.114825526177433,0.124013645189657,0.115678058852756,0.124186890044564,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1277.0506,-40.4776,24753.5,980.802446849213,0.115157641232637,1093.74934314357,0.108995777189974,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.115157641232637,0.124367759108105,0.1160577395029,0.12460792793711,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1278.0509,-40.4672,24759,981.020372130796,0.115450409578888,1094.27957589853,0.109258278123588,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.115450409578888,0.124733676823834,0.11635048786865,0.124933771695563,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1279.0509,-40.4616,24747,980.54489878916,0.115791682919797,1094.08384279838,0.109564182484856,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.115791682919797,0.125080413368981,0.116686231399292,0.125304733582452,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1280.0507,-40.4544,24755.5,980.881692406152,0.116081186506792,1094.74360308345,0.109823609079072,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.116081186506792,0.125430838600778,0.116978174486266,0.12566049482971,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1281.051,-40.4432,24743.5,980.406219064516,0.116403295286875,1094.52873368337,0.110112174383731,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.116403295286875,0.125810035588449,0.117278829745918,0.12599014031739,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1282.0508,-40.4384,24735.5,980.089236836758,0.116745543815613,1094.51028777909,0.110418690927031,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.116745543815613,0.12618775710146,0.117584671550701,0.126312782391803,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1283.0511,-40.4384,24737,980.148671004463,0.1170272035005,1094.85272898685,0.110670873864367,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.1170272035005,0.126484327508159,0.117865653260865,0.12662075845027,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1284.0501,-40.4224,24739,980.227916561402,0.117363346505436,1095.2707451871,0.110971755021845,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.117363346505436,0.126876803767772,0.118213280451054,0.127009765101547,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1285.0499,-40.412,24722.5,979.574140716652,0.117671378661194,1094.84198035563,0.111247394728235,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.117671378661194,0.127201408193016,0.118529283856203,0.127361988588036,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1286.0499,-40.3984,24734,980.029802669054,0.11800803045978,1095.68118947392,0.111548557587057,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.11800803045978,0.127593146715298,0.118829385608083,0.127681734141674,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1287.0502,-40.396,24724.5,979.653386273592,0.118326916880077,1095.57275108247,0.111833744224987,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.118326916880077,0.127957588956367,0.119164799927887,0.12805759603907,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1288.0501,-40.388,24717.5,979.376026824304,0.118612943710463,1095.54270036539,0.112089474686931,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.118612943710463,0.128340474630689,0.119418914754248,0.128405151137986,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1289.0501,-40.3776,24712.5,979.177912931956,0.118935561284195,1095.6369876036,0.112377841687912,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.118935561284195,0.128641471461369,0.119756357664625,0.128726202573517,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1290.0504,-40.3616,24713,979.19772432119,0.119296168783814,1096.01226131454,0.112700067039197,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.119296168783814,0.129039849619623,0.12010075082396,0.129122206264336,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1291.0502,-40.3568,24703,978.801496536494,0.119622220714686,1095.88790519105,0.112991325474257,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.119622220714686,0.129413144708653,0.120458948601977,0.129521565040024,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1292.0502,-40.3512,24693,978.405268751797,0.119941403931279,1095.75657029965,0.113276366019872,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.119941403931279,0.129758405779139,0.120758155224395,0.129837669492702,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1293.0503,-40.3384,24681.5,977.949606799395,0.120209453386022,1095.50839447183,0.113515679774253,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.120209453386022,0.1300638290338,0.121049955216444,0.130167800143496,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1294.0506,-40.336,24694.5,978.464702919501,0.120553016298356,1096.42157419792,0.113822327997503,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.120553016298356,0.130459256242733,0.121383230243796,0.130562204379217,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1295.0503,-40.3144,24691,978.326023194857,0.120908493462002,1096.61394877402,0.114139511375471,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.120908493462002,0.130797139939919,0.121729698165858,0.130884738298224,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1296.0504,-40.312,24678.5,977.830738463987,0.121220723165375,1096.36408771392,0.114418023160676,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.121220723165375,0.131184452038221,0.122036553010197,0.131284815068918,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1297.0507,-40.3064,24673.5,977.632624571638,0.121440903617523,1096.35721390559,0.114614379534929,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.121440903617523,0.131427167619823,0.122267711040054,0.131532969114747,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1298.0505,-40.288,24688,978.207154859448,0.121766361955803,1097.31988134582,0.114904551865911,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.121766361955803,0.131794560810213,0.122610565848653,0.131900445408525,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1299.0508,-40.2936,24676,977.731681517812,0.122121033529502,1097.13328497931,0.115220674303575,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.122121033529502,0.132199578604437,0.122961529520118,0.132282387453723,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1300.0508,-40.2856,24678,977.810927074752,0.122439835150857,1097.53393579449,0.115504740223058,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.122439835150857,0.132535986826962,0.123306697993246,0.132672052226382,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1301.0509,-40.2696,24668.5,977.43451067929,0.122782846870071,1097.44670252955,0.115810288287069,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.122782846870071,0.132929200823905,0.123654820336432,0.133057652706304,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1302.0509,-40.2592,24665,977.295830954646,0.123094694978207,1097.59576316948,0.116087995423215,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.123094694978207,0.133287741166333,0.123954687160306,0.133381493259041,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1303.0507,-40.2432,24670,977.493944846994,0.123458228041314,1098.17361519892,0.116411631748498,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.123458228041314,0.133686857061917,0.124350006230553,0.133816033821695,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1304.051,-40.2408,24655,976.899603169949,0.123767320183844,1097.80784914295,0.116686719529271,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.123767320183844,0.134032118132403,0.124659335947777,0.134177546542385,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1305.0511,-40.2304,24645,976.503375385252,0.124085697810491,1097.67347813423,0.116969992168743,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.124085697810491,0.134370739566919,0.124993084394608,0.134539278316891,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1306.0501,-40.2096,24643.5,976.443941217548,0.124415735291624,1097.92893213518,0.117263554341882,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.124415735291624,0.134732230858667,0.125328683442215,0.134911606754464,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1307.0502,-40.2096,24642,976.384507049843,0.124744119193393,1098.18273237585,0.117555560179926,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.124744119193393,0.135086344777115,0.125569155011733,0.135168518606368,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1308.0502,-40.196,24632,975.988279265146,0.125086240523718,1098.07098391364,0.117859690961595,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.125086240523718,0.135463328552795,0.125881958056778,0.135492150197372,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1309.0502,-40.188,24619,975.473183145041,0.125417973983685,1097.81505345051,0.118154499085243,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.125417973983685,0.135810065097942,0.126264214782971,0.135899222202608,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1310.0503,-40.188,24623.5,975.651485648154,0.125731348472771,1098.32146257816,0.11843291197237,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.125731348472771,0.136175982813671,0.126521982826209,0.13614485498239,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1311.0503,-40.1776,24607,974.997709803404,0.126055577226396,1097.90160890709,0.118720886604575,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.126055577226396,0.136518292934837,0.126857092501642,0.136529188037944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1312.0504,-40.1672,24612,975.195823695753,0.126376456421824,1098.43761621178,0.119005804589051,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.126376456421824,0.136863554005324,0.127174615307379,0.13688186331475,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1313.0504,-40.1592,24589.5,974.304311180185,0.126756228482268,1097.8034510594,0.119342910403179,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.126756228482268,0.1372870152328,0.127508481511069,0.137238980467311,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1314.0502,-40.1488,24601,974.759973132586,0.127060529484592,1098.6134914392,0.119612942119907,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.127060529484592,0.137607930971394,0.127806669119238,0.137583597145244,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1315.0502,-40.144,24600.5,974.740161743352,0.127388319793769,1098.91067318334,0.119903736308112,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.127388319793769,0.137937699557948,0.128070935131926,0.137848498100005,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1316.0505,-40.128,24581,973.967517563193,0.127632413547479,1098.27734254663,0.120120225452583,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.127632413547479,0.138240909600618,0.128269979442683,0.138091800583161,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1317.0506,-40.1144,24579.5,973.908083395488,0.128040974848634,1098.60822380641,0.120482477636543,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.128040974848634,0.138673961413387,0.128689979163077,0.138522883057209,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1318.0506,-40.1224,24576,973.769403670844,0.128404253514916,1098.80553704486,0.120804469648451,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.128404253514916,0.139057584825038,0.129028638472081,0.138890823913772,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1319.0504,-40.1096,24563,973.254307550739,0.128730093448434,1098.54142551084,0.12109318966746,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.128730093448434,0.139424240278097,0.129408843380619,0.139332757917838,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1320.0504,-40.0992,24549.5,972.719400041398,0.129047156691485,1098.24607287539,0.121374052843946,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.129047156691485,0.13973925411805,0.129664081984066,0.139574892043979,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1321.0507,-40.0936,24553.5,972.877891155277,0.129362651154113,1098.73195440435,0.121653448074682,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.129362651154113,0.140100007672468,0.130013037299459,0.139953710732507,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1322.0508,-40.0752,24548,972.659965873693,0.129699133354816,1098.81312049644,0.121951343604144,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.129699133354816,0.140424612097712,0.13035297242405,0.140282524028953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1323.0508,-40.0728,24545,972.541097538284,0.130038498719536,1099.00888180521,0.122251701807198,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.130038498719536,0.140821514781305,0.130617611326678,0.140570231140847,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1324.0509,-40.0624,24520,971.550528076542,0.130367094618659,1098.2087476971,0.122542442462243,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.130367094618659,0.141147594681209,0.130895875092559,0.140832242591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1325.0507,-40.0464,24530.5,971.966567250474,0.130690941777047,1098.99379330024,0.122828898763134,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.130690941777047,0.141493593489025,0.131212414905276,0.141149356740467,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1326.051,-40.0384,24530.5,971.966567250474,0.130984515713244,1099.27913735124,0.123088506247376,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.130984515713244,0.141801967693007,0.131533013755223,0.141500835896339,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1327.051,-40.0304,24512,971.233545848785,0.131333039363669,1098.78859935706,0.123396618300346,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.131333039363669,0.142181902418008,0.131875942666153,0.14187080044953,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1328.0511,-40.02,24508.5,971.094866124141,0.131689491715143,1098.97785545121,0.123711641548702,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.131689491715143,0.142533803124465,0.132234544788663,0.142215378314973,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1329.0501,-40.02,24513.5,971.292980016489,0.132033478622187,1099.53617092938,0.124015554098249,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.132033478622187,0.142882015144272,0.132495754921076,0.14246421149048,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1330.0499,-40.004,24500.5,970.777883896384,0.1323680528467,1099.27786213439,0.12431106195964,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.1323680528467,0.143254572495972,0.132860289562216,0.142839340747909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1331.0502,-39.9936,24479,969.925994159285,0.132697496735241,1098.63274560266,0.124601953224067,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.132697496735241,0.143585816557186,0.133155495586335,0.143192986787421,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1332.0503,-39.9888,24485.5,970.183542219338,0.133038388480912,1099.2551972069,0.124902863626262,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.133038388480912,0.143939930475634,0.133446898191577,0.14346009218208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1333.0501,-39.9752,24477.5,969.866559991581,0.133418584536065,1099.26478361452,0.125238361774469,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.133418584536065,0.144302159504713,0.133839477385068,0.143924392960898,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1334.0503,-39.9704,24468,969.490143596119,0.133793650255245,1099.20176879433,0.125569222482475,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.133793650255245,0.144666601745782,0.13406623105912,0.144038731714144,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1335.0501,-39.9728,24461,969.212784146831,0.134051693434866,1099.13739916043,0.125796789306158,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.134051693434866,0.144957270253841,0.134266827541212,0.144240074300879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1336.0504,-39.9488,24444.5,968.559008302081,0.134498159862965,1098.82841263741,0.126190403255805,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.134498159862965,0.145422782509133,0.134664372681468,0.14465845683133,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1337.0502,-39.9488,24446,968.618442469786,0.134829045333514,1099.21634236042,0.126482018737377,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.134829045333514,0.145776896427581,0.134998516737959,0.144958595036981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1338.0505,-39.9328,24436.5,968.242026074324,0.135172353849024,1099.12157983434,0.126784493016248,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.135172353849024,0.146097812166174,0.135341315879895,0.145322894767065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1339.0503,-39.928,24412,967.271268001817,0.135492427454505,1098.32920011038,0.127066413632833,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.135492427454505,0.146394382572874,0.135700556540152,0.145712056833824,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1340.0506,-39.9224,24410,967.192022444878,0.135878729033462,1098.61284518599,0.127406561989105,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.135878729033462,0.146788334307147,0.136037426897853,0.146047253369651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1341.0506,-39.9096,24411.5,967.251456612582,0.136236792564829,1099.02669266514,0.127721742736675,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.136236792564829,0.147141710488264,0.136417936814966,0.146424948915832,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1342.0507,-39.8912,24395.5,966.617492157067,0.13656479487136,1098.62341169257,0.128010375330581,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.13656479487136,0.147506152729333,0.136769748300518,0.146799964241853,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1343.0505,-39.8888,24390,966.399566875484,0.136871131048284,1098.6717686383,0.128279867138365,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.136871131048284,0.147787230652101,0.137065168291605,0.14707636275171,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1344.0508,-39.8832,24379,965.963716312318,0.137227074606109,1098.5200912775,0.12859290864189,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.137227074606109,0.148156837054481,0.137405654763934,0.147409061695255,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1345.0506,-39.8728,24371,965.64673408456,0.137600868341163,1098.5205632054,0.12892154337629,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.137600868341163,0.148516115134239,0.137753645481793,0.147783444889904,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1346.0506,-39.8592,24352.5,964.913712682871,0.137975976459814,1098.04862438975,0.129251225164805,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.137975976459814,0.148868015840696,0.138046317160355,0.148006819370282,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1347.0509,-39.852,24338,964.339182395061,0.1383632532266,1097.76828888512,0.12959148795646,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.1383632532266,0.149252376989678,0.138478204327351,0.148442754443782,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1348.0509,-39.844,24328,963.942954610364,0.1386882451707,1097.63051142994,0.129876937755496,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.1386882451707,0.149577719152251,0.138792889394188,0.148758997970029,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1349.051,-39.8304,24319.5,963.606160993372,0.13900081406984,1097.54820181416,0.130151399188091,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.13900081406984,0.149882404669582,0.139083191705866,0.149065927317129,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1350.0508,-39.82,24306.5,963.091064873266,0.139358538405441,1097.30602802534,0.130465418430184,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.139358538405441,0.150245371435991,0.139414577537856,0.149375425961688,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1351.0508,-39.8176,24293,962.556157363925,0.139742762410325,1097.06641376903,0.130802589935801,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.139742762410325,0.150575140022545,0.139832688356653,0.149766386668546,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1352.0499,-39.8016,24286.5,962.298609303872,0.140052914539627,1097.07133419431,0.131074677592033,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.140052914539627,0.150911548245071,0.140141899268877,0.150088163346093,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1353.05,-39.7992,24278.5,961.981627076115,0.140377228092193,1097.02194136068,0.131359109505723,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.140377228092193,0.151197052591819,0.140455365130187,0.150368342796718,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1354.0502,-39.7808,24275.5,961.862758740706,0.140753014602378,1097.24784166722,0.131688583471349,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.140753014602378,0.151553379722257,0.140808137762402,0.150691048106001,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1355.05,-39.7832,24270.5,961.664644848357,0.141129055509387,1097.38346789258,0.132018171853972,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.141129055509387,0.151927412548617,0.141140658703857,0.150961072289463,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1356.05,-39.7728,24254,961.010869003608,0.141506834794702,1097.00047527961,0.132349174525374,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.141506834794702,0.152267509457792,0.141461707752612,0.151265410669901,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1357.0501,-39.7568,24229,960.020299541866,0.141817962111833,1096.16842200889,0.132621695823683,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.141817962111833,0.152527930735318,0.141505628995063,0.151081978922703,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1358.0502,-39.7648,24224,959.822185649517,0.142228940182827,1096.33667787841,0.132981564156524,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.142228940182827,0.152936637216192,0.141931946875717,0.151522280658477,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1359.0502,-39.7384,24206.5,959.128787026298,0.142621771280294,1095.92143351791,0.13332542128414,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.142621771280294,0.153306243618572,0.142287622841305,0.151943227780595,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1360.0505,-39.7256,24188,958.395765624609,0.142957108695283,1095.40525326411,0.133618858907608,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.142957108695283,0.153616831034544,0.142560909192114,0.152141031716779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1361.0503,-39.728,24180,958.078783396851,0.143355748520258,1095.42488453208,0.13396757743732,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.143355748520258,0.153978322326292,0.142982280299119,0.152518663167331,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1362.0503,-39.7256,24163.5,957.425007552102,0.143720595966962,1095.02670023116,0.13428662883294,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.143720595966962,0.15433464945673,0.143346921646757,0.152863519339388,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1363.0506,-39.7072,24158.5,957.226893659753,0.144064964469243,1095.12975208385,0.134587678468743,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.144064964469243,0.154618678328818,0.143690749473295,0.15313178248252,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1364.0506,-39.6936,24152,956.9693455997,0.144463010701627,1095.2160184142,0.134935540710949,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.144463010701627,0.154997137579159,0.144056555476414,0.153503437028914,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1365.0505,-39.6912,24130.5,956.117455862602,0.144841086783237,1094.60254726216,0.13526583853854,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.144841086783237,0.155356415658918,0.14447939960487,0.153883081667384,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1366.0505,-39.6888,24108,955.225943347034,0.145236928243136,1093.96002513691,0.135611539830151,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.145236928243136,0.155686921982802,0.144890472414644,0.154184801044555,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1367.0505,-39.6832,24089.5,954.492921945345,0.14561818428506,1093.48444815197,0.135944390252125,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.14561818428506,0.156007099984065,0.145224494573683,0.154551450236359,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1368.0506,-39.6568,24063,953.442918315899,0.145980275766158,1092.62677845894,0.136260406771095,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.145980275766158,0.15633981951994,0.145575099890778,0.154853319828411,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1369.0506,-39.6544,24065,953.522163872838,0.146353009514441,1093.07300219435,0.136585607084646,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.146353009514441,0.156697622125038,0.145930434368761,0.155165143459457,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1370.0507,-39.6544,24042,952.610839968036,0.146732442379119,1092.38975515337,0.136916543611959,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.146732442379119,0.15701484917698,0.146321319473237,0.155492310304585,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1371.0507,-39.6384,24030.5,952.155178015634,0.147125527873412,1092.24151119859,0.13725927232772,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.147125527873412,0.157357159298146,0.146711387132212,0.155800965628103,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1372.0508,-39.628,24012.5,951.44196800318,0.147523234910028,1091.80176495217,0.137605911035175,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.147523234910028,0.157678812774069,0.14713357457579,0.156194326217741,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1373.0508,-39.6224,23997.5,950.847626326135,0.147932474602717,1091.50886865868,0.137962476134932,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.147932474602717,0.158069813559022,0.147477509106979,0.156432311167509,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1374.0498,-39.6152,23987.5,950.451398541438,0.148280701456846,1091.3849986178,0.138265781472981,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.148280701456846,0.158372285864363,0.14782932203728,0.156808427905018,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1375.0499,-39.5992,23950,948.965544348825,0.148652629615182,1090.03176793048,0.13858962906277,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.148652629615182,0.158688037441645,0.14814551216635,0.15701699357194,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1376.0502,-39.5936,23943,948.688184899537,0.148945143564608,1089.99068279745,0.138844254963283,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.148945143564608,0.158879849147471,0.148359129891449,0.157123908814396,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1377.05,-39.5832,23930,948.173088779431,0.149333437918695,1089.76703586885,0.139182155129877,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.149333437918695,0.159250193287181,0.148769241804364,0.157470353256196,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1378.05,-39.5752,23920.5,947.796672383969,0.149729364177535,1089.7096655096,0.13952657918162,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.149729364177535,0.159556354279172,0.149205558184562,0.157844082298779,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1379.0503,-39.5648,23879,946.152327077478,0.150079668605736,1088.15055477581,0.139831217024081,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.150079668605736,0.15984480957524,0.149457945029834,0.158014703096208,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1380.0503,-39.5568,23872.5,945.894779017425,0.150393382290589,1088.15109412486,0.140103955439056,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.150393382290589,0.160029243907765,0.149832036158444,0.158257337714777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1381.0504,-39.544,23861,945.439117065024,0.150746400284924,1087.96066065113,0.140410775563394,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.150746400284924,0.160343520010387,0.150151434832353,0.158479354603034,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1382.0502,-39.5304,23830,944.210810932463,0.151244424469583,1087.0174316099,0.140843465552489,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.151244424469583,0.160784686933787,0.150654240967193,0.158773496710173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1383.0502,-39.5256,23820,943.814583147767,0.151688389328901,1086.98029709058,0.141229030309009,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.151688389328901,0.161132161216263,0.151016289187241,0.159087852227114,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1384.0505,-39.5232,23795.5,942.843825075259,0.15202419313807,1086.17889683754,0.14152056304109,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.15202419313807,0.161397008917769,0.151371948239473,0.159436266820027,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1385.0506,-39.52,23767.5,941.734387278108,0.152412445092685,1085.26642787103,0.141857523452018,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.152412445092685,0.161725302029663,0.151778517525753,0.159722565759198,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1386.0506,-39.5016,23755.5,941.258913936472,0.152789885182233,1085.07375532358,0.142184991534072,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.152789885182233,0.161995313892479,0.152173322331481,0.159971052128909,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1387.0507,-39.4936,23734,940.407024199374,0.153212607906653,1084.48923687069,0.142551619697244,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.153212607906653,0.162302950359131,0.152609605758581,0.160251444155391,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1388.0505,-39.4808,23700,939.059849731405,0.153509912996286,1083.21484556198,0.142809392436345,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.153509912996286,0.162539764042092,0.15293172699409,0.160466548665777,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1389.0505,-39.4784,23683.5,938.406073886655,0.153941666807998,1082.86586904352,0.143183618115037,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.153941666807998,0.162778790937045,0.153214420442012,0.160428980967722,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1390.0508,-39.4624,23663.5,937.613618317262,0.154400810677883,1082.38192108807,0.143581430727696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.154400810677883,0.163175693620638,0.153660896887591,0.16075798991537,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1391.0508,-39.46,23634.5,936.464557741641,0.154812127944643,1081.44062867036,0.143937670955031,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.154812127944643,0.163461197967386,0.154116794311424,0.161056922709981,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1392.0509,-39.452,23613,935.612668004543,0.155181554534199,1080.80249626738,0.144257521693591,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.155181554534199,0.163743013627484,0.154530642935382,0.161322877549984,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1393.0509,-39.4416,23583,934.423984650453,0.155584010311551,1079.80541551367,0.144605852816007,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.155584010311551,0.164003434905009,0.154912916889769,0.161579350622829,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1394.051,-39.4304,23560,933.51266074565,0.155993122805828,1079.13421587414,0.144959821102583,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.155993122805828,0.164290414726418,0.155299759617201,0.161763969620949,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1395.0508,-39.412,23525.5,932.145674888446,0.156393501009107,1077.92720043475,0.145306111124465,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.156393501009107,0.164560426589234,0.155696769973402,0.162067720821717,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1396.0508,-39.4096,23494.5,930.917368755886,0.156785272119804,1076.87150173733,0.145644840771299,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.156785272119804,0.164837078088021,0.156120221412741,0.162344356046651,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1397.0501,-39.3936,23478,930.263592911136,0.157178866407747,1076.48136990531,0.145985031256696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.157178866407747,0.165068727609672,0.156323929471642,0.162177609494529,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1398.0502,-39.3912,23441.5,928.817361496993,0.157582594169225,1075.1828108311,0.146333860086317,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.157582594169225,0.165323984725886,0.156698456340977,0.162310889960069,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1399.0502,-39.3832,23422,928.044717316834,0.157961942234961,1074.6404633451,0.146661513528663,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.157961942234961,0.165549732348897,0.156940965542236,0.162268754221492,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1400.0502,-39.3752,23384.5,926.558863124221,0.158402091141903,1073.32772460916,0.147041547846152,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.158402091141903,0.165773266759917,0.157119766826326,0.162512352881733,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1401.0503,-39.3648,23359.5,925.568293662479,0.158799458982752,1072.54803794767,0.147384520035794,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.158799458982752,0.166068361691956,0.15774503047871,0.162736103187118,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1402.0503,-39.36,23329.5,924.379610308389,0.159116564625273,1071.46371831031,0.147658132747617,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.159116564625273,0.166159103383558,0.157887199071801,0.16270541326993,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1403.0504,-39.3544,23277.5,922.319225827966,0.159573206926377,1069.49666250319,0.148052012353772,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.159573206926377,0.166432803933025,0.158460258259711,0.16281833009426,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1404.0504,-39.3384,23267,921.903186654034,0.159939877550328,1069.35226944074,0.148368174077075,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.159939877550328,0.166657813818706,0.158711611767622,0.163008635481065,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1405.0505,-39.336,23246,921.071108306171,0.160355392364703,1068.7698272744,0.148726330923925,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.160355392364703,0.16684003493924,0.159091917694581,0.16306275410861,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1406.0503,-39.32,23183.5,918.594684651816,0.160797322049421,1066.30224999266,0.14910711559812,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.160797322049421,0.167047339128998,0.159789498338663,0.163294095996152,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1407.0503,-39.3096,23175.5,918.277702424058,0.161131811474993,1066.24145205274,0.14939522898027,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.161131811474993,0.167219969664241,0.159968571422576,0.163158190919798,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1408.0506,-39.3072,23144,917.029584902263,0.161512897919034,1065.14169063732,0.149723377703076,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.161512897919034,0.167367517130261,0.160185313305662,0.162962589779132,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1409.0506,-39.2968,23093,915.00882320031,0.16190615301121,1063.15438173599,0.150061891838763,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.16190615301121,0.167492932476378,0.160588499148519,0.16307590143681,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1410.0507,-39.2936,23065,913.899385403159,0.162350796262063,1062.27167832677,0.150444502940703,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.162350796262063,0.167672940384922,0.160963480762198,0.163177323856562,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1411.0507,-39.2728,23019,912.076737593553,0.162829019893832,1060.58929884388,0.150855846300206,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.162829019893832,0.167970986266282,0.161618258647318,0.163464797619354,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1412.0508,-39.2624,22976.5,910.392769508592,0.163166604480776,1058.93846645316,0.151146117344378,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.163166604480776,0.167973937215602,0.161832560189454,0.16344462922603,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1413.0506,-39.2568,22927.5,908.451253363578,0.163573936197276,1057.05020071961,0.151496248107599,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.163573936197276,0.16810894314701,0.162225580940479,0.163415231020957,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1414.0508,-39.252,22886,906.806908057086,0.163970668046063,1055.49664255999,0.151837149718597,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.163970668046063,0.168164273446768,0.162764331569517,0.163574459716809,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1415.0509,-39.2384,22837,904.865391912072,0.164374099011244,1053.60182543408,0.152183688577384,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.164374099011244,0.168309607700797,0.163282007596872,0.163696869305664,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1416.0509,-39.2312,22792,903.082366880936,0.164843842748843,1051.94993455631,0.152587037474492,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.164843842748843,0.168509534517254,0.163433030466957,0.163724542813831,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1417.0508,-39.228,22745,901.220096292861,0.165213778132049,1050.11407332993,0.15290457072603,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.165213778132049,0.168533142111817,0.163864121853794,0.163718840102833,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1418.051,-39.2128,22705,899.635185154074,0.165653206247986,1048.66263802835,0.15328162194696,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.165653206247986,0.168680689577837,0.164188656865958,0.163937415285944,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1419.0498,-39.2072,22654,897.61442345212,0.16608551125282,1046.69517387907,0.153652422505824,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.16608551125282,0.168786186016041,0.164012382554797,0.16402073006967,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1420.0501,-39.1992,22593.5,895.217245354705,0.166537744008955,1044.30470579399,0.154040168585935,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.166537744008955,0.168917503260799,0.164232186687592,0.164205240462628,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1421.0502,-39.1832,22545.5,893.31535198816,0.166859937587979,1042.37389586729,0.154316326896721,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.166859937587979,0.16885184463842,0.163688830487464,0.164106002564556,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1422.0502,-39.1784,22493,891.235156118502,0.16733031731764,1040.36581759645,0.154719361512293,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.16733031731764,0.169008244952401,0.163491693056495,0.164281280277881,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1423.0503,-39.1648,22426,888.580429961033,0.167741846581755,1037.63255211911,0.15507183821493,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.167741846581755,0.169088658321382,0.163551738155787,0.164084476509315,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1424.0503,-39.16,22364.5,886.143629085148,0.168118989875006,1035.12120089111,0.155394754110125,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.168118989875006,0.169053984666867,0.16310155366887,0.163748485984173,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1425.0503,-39.144,22309,883.944564880081,0.168615106083476,1032.99097145925,0.155819377704896,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.168615106083476,0.169228828414101,0.163631373683611,0.163985996851204,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1426.0501,-39.144,22239.5,881.190781776438,0.169033631260282,1030.1416594532,0.15617745133212,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.169033631260282,0.1692214510408,0.163193597863869,0.163629620505744,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1427.0504,-39.1336,22185.5,879.051151739075,0.169463519495277,1028.01825372916,0.156545113306562,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.169463519495277,0.169284158713858,0.162866583292763,0.163493870795854,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1428.0502,-39.136,22105.5,875.881329461501,0.169854230619202,1024.65347879091,0.156879151833427,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.169854230619202,0.169273830391237,0.162747778963142,0.163581876885284,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1429.0503,-39.1096,22034.5,873.068112190154,0.170367094618659,1021.81018986819,0.157317455682842,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.170367094618659,0.169413262746626,0.162716479121609,0.163641329233334,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1430.0506,-39.1096,21942,869.403005181708,0.170768448009769,1017.86960707162,0.157660326386168,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.170768448009769,0.169414738221286,0.162564793145245,0.163686094780591,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1431.0506,-39.0944,21899.5,867.719037096747,0.171149449654868,1016.22867275091,0.157985702138102,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.171149449654868,0.169458264723762,0.162750131428057,0.163719547109048,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1432.0507,-39.0912,21823.5,864.707705933051,0.171629114868646,1013.11672412244,0.158395186182172,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.171629114868646,0.169489249691626,0.162079224082317,0.163467093118857,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1433.0505,-39.0728,21725,860.804862253788,0.172056374336448,1008.91182586436,0.158759790967672,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.172056374336448,0.169509168599539,0.159906345552797,0.163485997927945,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1434.0508,-39.0728,21643,857.555794419274,0.17248711056086,1005.47311554338,0.159127228152806,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.17248711056086,0.169540891304733,0.161045969085891,0.163463298903203,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1435.0508,-39.06,21575.5,854.881256872571,0.172883121618642,1002.67579717397,0.15946492414307,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.172883121618642,0.16951728371017,0.159098432128562,0.163169386886879,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1436.0506,-39.0544,21462,850.384071516262,0.173362532435595,997.808807697213,0.159873586230773,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.173362532435595,0.169539415830073,0.15908719737599,0.16316967970241,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +1437.0506,-39.044,21342,845.629338099901,0.173753031562166,992.559999172667,0.160206334337568,"S191107-ERR-177","DP980","A36R19W18","E191121-WEL-002",NA,0.00025,0.173753031562166,0.169482610055655,0.158809730682655,0.163120905723429,"TCT","Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG","C00FeDP980_Numisheet2020R03T1.409W17.91-S","0.00025 mm/mm/s" +0,-44.9816,-8,-0.164461312418953,0,-0.164461312418953,0,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,0,0,-1.41698005902486e-18,-1.20458194353543e-18,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +0.25,-44.9864,-1.5,-0.0308364960785536,1.77528027960163e-06,-0.030836550821977,1.77527870386183e-06,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,1.77528027960163e-06,3.42234124173874e-05,-1.39637640273349e-06,2.27377283780047e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +0.5,-44.9784,-6.5,-0.133624816340399,2.17076256381311e-05,-0.133627717017888,2.17073900310386e-05,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,2.17076256381311e-05,4.21771718602413e-05,7.61292780281233e-06,3.11889448963223e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +0.75,-44.9816,-6.5,-0.133624816340399,-5.76366203620554e-06,-0.133624046172118,-5.76367864615946e-06,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,-5.76366203620554e-06,-4.60099445231241e-05,-1.46989885659998e-05,-6.89143267465306e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +1,-44.9784,-11.5,-0.236413136602245,-1.22608634813628e-05,-0.236410237973052,-1.22609386463847e-05,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,-1.22608634813628e-05,2.35017557838394e-05,-4.75044767515825e-06,1.46156310232591e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +1.2501000000002,-44.984,-8,-0.164461312418953,7.90032056178004e-06,-0.164462611716041,7.90028935438082e-06,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,7.90032056178004e-06,2.21269107059286e-05,8.41550571277995e-06,2.75049468775244e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +1.5001000000002,-44.976,-11.5,-0.236413136602245,-1.24053155582056e-05,-0.236410203822683,-1.24053925048027e-05,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,-1.24053155582056e-05,1.38566749303415e-06,-1.69337735054767e-05,7.22379856603037e-06,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +1.7501000000002,-44.9784,-10,-0.205576640523691,1.43555691250218e-06,-0.205576935640658,1.43555588204383e-06,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,1.43555691250218e-06,2.82430358829326e-05,8.77488581880455e-06,1.7787186312014e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" +2.0001000000002,-44.9736,-10,-0.205576640523691,4.58370647415386e-06,-0.205577582826669,4.58369596900898e-06,"S191107-ERR-371","6xxxT81","A36R19W18","E191218-WEL-001",NA,0.00025,4.58370647415386e-06,3.56399020302753e-05,7.88612740486481e-08,2.48441048922275e-05,"TCT",NA,"C00Al6xxxT81_Numisheet2020R01T2.693W18.06-S","0.00025 mm/mm/s" 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+4.20049999999992,-44.9368,-1.5,-0.0550638355045004,7.22507865855992e-06,-0.0550642333450432,7.22505255771313e-06,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,7.22507865855992e-06,-2.90217897668406e-05,-2.95045253968759e-06,-3.46587592646775e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +4.45049999999992,-44.9368,10,0.367092236696669,-2.78937405674436e-05,0.367081997121054,-2.78941296050577e-05,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,-2.78937405674436e-05,-1.74901391767628e-05,-3.13222714532311e-05,-3.86506290037582e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +4.70059999999967,-44.9336,72.5,2.66141871605085,6.92835034401369e-06,2.66143715529213,6.92832634319583e-06,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,6.92835034401369e-06,3.73104505536236e-05,-4.79570230568717e-06,3.06859872008163e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +4.95049999999992,-44.9336,113.5,4.16649688650719,4.86847602725176e-05,4.16669973140929,4.86835752080542e-05,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,4.86847602725176e-05,-9.73325917803808e-06,4.32612393448653e-05,2.48854806675131e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +5.20059999999967,-44.9288,158,5.80005733980737,9.3249430844455e-05,5.80059819185317,9.3245083386631e-05,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,9.3249430844455e-05,7.95052165842165e-05,8.90818885559476e-05,8.26402097086871e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +5.45059999999967,-44.9208,197.5,7.25007167475921,4.27872850212522e-05,7.25038188564238,4.27863696715033e-05,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,4.27872850212522e-05,1.63109043658723e-05,5.65542391585629e-05,2.77110923613914e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +5.70059999999967,-44.9184,250,9.17730591741673,9.82226144493178e-05,9.17820733639754,9.8217790924106e-05,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,9.82226144493178e-05,5.88029438348598e-05,0.000105907309359217,6.08524229708321e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +5.95059999999967,-44.9152,282.5,10.3703556866809,0.000167815209884039,10.372095990097,0.000167801130486872,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000167815209884039,0.000154734211205456,0.000168237447827148,0.000146469545127015,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +6.20059999999967,-44.9184,335.5,12.3159445411732,0.00018946529216658,12.318277985204,0.000189447345884863,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00018946529216658,0.000173019914309982,0.000192865949831146,0.0001723028388873,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +6.45059999999967,-44.9152,374.5,13.7476042642903,0.000201245320986756,13.7503709053233,0.000201225073863525,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000201245320986756,0.000205124693036945,0.000200612885579106,0.000202678172360579,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +6.70059999999967,-44.9104,432.5,15.8767392371309,0.000193915364216981,15.8798179808026,0.000193896565062996,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000193915364216981,0.000213311377745703,0.000199319633406064,0.000202680101661177,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +6.95059999999967,-44.9128,462,16.9596613353861,0.000230874240060136,16.9635768843086,0.000230847592704093,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000230874240060136,0.000212637056225243,0.000242256235611721,0.000207620099461069,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +7.20059999999967,-44.9104,518,19.0153778608875,0.000277830643167088,19.0206609155487,0.000277792055380938,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000277830643167088,0.000281694804789192,0.000288613602820249,0.000279291036270566,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +7.45069999999987,-44.9072,551,20.2267822419865,0.00028783499177186,20.2326042176867,0.000287793575227859,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00028783499177186,0.000288641219558534,0.000288984289009807,0.000280875955784217,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +7.70069999999987,-44.9048,598.5,21.9704703662956,0.000305263516912716,21.9771771493478,0.000305216933485262,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000305263516912716,0.000312122058215895,0.000306208463308476,0.000292835905319219,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +7.95069999999987,-44.8968,636.5,23.365420865743,0.000332519035803547,23.3731903129604,0.000332463763601228,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000332519035803547,0.000327821106113085,0.000331714913968504,0.000311246737658577,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +8.20069999999987,-44.9024,690.5,25.347718943905,0.000354522122460097,25.3567052710245,0.000354459294341331,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000354522122460097,0.000353078059489295,0.000351656983132976,0.000335569272791896,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +8.45069999999987,-44.9,726.5,26.669250996013,0.000374824137313624,26.6792472750104,0.000374753908295117,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000374824137313624,0.000384799769405967,0.000366589379401535,0.000366366383517192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +8.70069999999987,-44.8968,778,28.5597760150009,0.000412848847619782,28.571566885617,0.000412763648982971,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000412848847619782,0.000405766954181462,0.000410807379807115,0.000403912216415564,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +8.95069999999987,-44.8944,809,29.6977619487605,0.000412494990577981,29.7100121267957,0.000412409937907709,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000412494990577981,0.000397435772003986,0.000410761042700859,0.00039796825288533,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +9.20069999999987,-44.8944,862,31.6433508032529,0.000445280058663563,31.6574409563549,0.000445180950917677,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000445280058663563,0.000430527197509231,0.000436339804804839,0.000421343591789866,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +9.45069999999987,-44.892,898,32.9648828553609,0.000471780966754473,32.9804350596633,0.000471669713104385,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000471780966754473,0.000457861301997374,0.000462210954724128,0.00044844412290482,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +9.69979999999987,-44.8864,952,34.9471809335229,0.000486378635561225,34.9641784957021,0.000486260391812039,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000486378635561225,0.000457281806940814,0.000485700604854853,0.000467601604804095,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +9.94979999999987,-44.8864,996.5,36.5807413868231,0.000509119279666389,36.5993653475276,0.000508989722417525,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000509119279666389,0.000508194586913998,0.000513454719504208,0.000498375581181935,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +10.1997999999999,-44.884,1052.5,38.6364579123244,0.000540403652827782,38.6573371953126,0.000540257687358301,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000540403652827782,0.000542497683901226,0.000544728193470955,0.000531704898450274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +10.4497999999999,-44.8784,1081.5,39.7010253987448,0.000563348937149833,39.7233909292069,0.000563190315707456,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000563348937149833,0.000534715893141055,0.000565597651119587,0.000550002067310804,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +10.6997999999999,-44.8736,1134.5,41.6466142532371,0.000570920625175851,41.670391164283,0.00057075771199975,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000570920625175851,0.000570855312125776,0.000571772023412808,0.000552323942329644,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +10.9497999999999,-44.876,1167.5,42.8580186343361,0.000602465061946255,42.8838390931875,0.000602283652728998,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000602465061946255,0.00057794471918188,0.00060582092182791,0.000588749920523026,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +11.1997999999999,-44.876,1215,44.6017067586453,0.000629221770308425,44.6297711235307,0.000629023893291549,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000629221770308425,0.000621685307090975,0.000627853081632738,0.000611120561278597,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +11.4497999999999,-44.8704,1246.5,45.7580473042398,0.000665374875297286,45.7884935592587,0.000665153611578487,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000665374875297286,0.000659977136285834,0.00065595525567738,0.000649838070849622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +11.6998999999996,-44.868,1302.5,47.8137638297412,0.000707790823591611,47.8476059730213,0.00070754045779731,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000707790823591611,0.000715202262589341,0.000706433194120346,0.000702439256269352,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +11.9497999999999,-44.8656,1335,49.0068135990053,0.000714710220926151,49.0418392695795,0.000714454937204907,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000714710220926151,0.000711973647274068,0.000718057941542281,0.000711220243215294,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +12.1998999999996,-44.868,1389.5,51.0074662890022,0.000740465044893097,51.0452355348178,0.000740191035906022,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000740465044893097,0.000733505275286429,0.000732403436086234,0.000718530189507108,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +12.4498999999996,-44.86,1425.5,52.3289983411102,0.000740951065408203,52.3677715681828,0.000740676696688336,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000740951065408203,0.000737682155239904,0.000743773657549459,0.000729999877129903,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +12.6998999999996,-44.8576,1473,54.0726864654194,0.000757403286180793,54.1136412958409,0.000757116601060201,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000757403286180793,0.000745990759687906,0.000761339424830259,0.000744758881129056,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +12.9498999999996,-44.8576,1509.5,55.4125731293622,0.000795312886364951,55.4566434628386,0.000794996792655807,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000795312886364951,0.000784974972586832,0.000799903494789119,0.00077873164271175,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +13.1998999999996,-44.8472,1555.5,57.1011974181669,0.000804632542910462,57.1471428998487,0.000804308999689937,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000804632542910462,0.000795977852752496,0.000801950073984705,0.000794050546391509,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +13.4498999999996,-44.852,1583.5,58.1290556809176,0.000796220977327537,58.175339254443,0.000795904161564282,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000796220977327537,0.000776229865368898,0.000789876563754057,0.00077765679677335,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +13.6998999999996,-44.8448,1632.5,59.9278076407312,0.00086451964972421,59.9796164080015,0.000864146167851181,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00086451964972421,0.000842322405461355,0.000861198452790461,0.000838686081144531,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +13.9498999999996,-44.8552,1665.5,61.1392120218302,0.000886544053069968,61.1934146266575,0.000886151304999357,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000886544053069968,0.000884776062790129,0.000894304242645184,0.000879696943237828,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +14.1999999999998,-44.8472,1723,63.2499923828361,0.000890756230868208,63.3063327076535,0.0008903597429687,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000890756230868208,0.000882435504834147,0.00089603143768771,0.000877396361781361,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +14.4498999999996,-44.8448,1749.5,64.2227868100823,0.000914758822977759,64.281535170953,0.000914340686102595,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000914758822977759,0.000924685962597649,0.000912216396111645,0.000899307560801724,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +14.6999999999998,-44.8416,1805.5,66.2785033355836,0.000952775006608111,66.3416518370371,0.000952321404599029,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000952775006608111,0.000961081262516505,0.00096126299344792,0.000961811264446684,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +14.9499999999998,-44.8368,1838,67.4715531048478,0.000962303566708411,67.5364812210519,0.000961840849456943,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000962303566708411,0.000967252508573795,0.000968066159106084,0.000963022851563285,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +15.1999999999998,-44.8416,1886,69.2335958409918,0.000996000989094481,69.302552570928,0.000995505309213906,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.000996000989094481,0.000994157636201921,0.000990981650123589,0.000989979460461597,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +15.4499999999998,-44.8336,1922,70.5551278930998,0.00102144885273579,70.6271963475408,0.00102092752883003,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00102144885273579,0.00103618984258046,0.00102562139570885,0.0010155074833065,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +15.6999999999998,-44.8312,1974.5,72.4823621357573,0.00103732125956049,72.5575496309439,0.00103678361363827,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00103732125956049,0.00105223508232968,0.00104261155327892,0.00103023633213103,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+22.7003,-44.768,3117,114.422650178352,0.00163054766838062,114.60922176381,0.00162921976880431,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00163054766838062,0.00164457686700874,0.00163239070470799,0.00162332862505215,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +22.9503999999997,-44.7656,3143.5,115.395444605598,0.00168296967061454,115.589651638996,0.00168155506409584,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00168296967061454,0.00166669551598757,0.00167614836154564,0.00166007217371482,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +23.2003999999997,-44.7656,3201,117.506224966604,0.00167792614193505,117.703391733316,0.00167651999658513,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00167792614193505,0.00165967384211989,0.00168069089036418,0.00165769378370055,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +23.4503,-44.7576,3232.5,118.662565512198,0.00171550320176677,118.866131523264,0.00171403340686768,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00171550320176677,0.00170763646544128,0.00170528411979739,0.00168856102288306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +23.7003999999997,-44.7656,3283.5,120.534735919351,0.00173512734590171,120.743879035776,0.00173362375148233,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00173512734590171,0.00172262055190492,0.00173454389572983,0.00172300783574813,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +23.9503999999997,-44.7576,3320,121.874622583294,0.00177611507601527,122.091085937848,0.0017745396487844,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00177611507601527,0.00180450997672225,0.00178152527207549,0.00178673746973083,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+26.4504999999999,-44.7336,3704,135.970964472446,0.0019693892342192,136.238744226044,0.00196745252957458,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0019693892342192,0.00197815529413892,0.00196234278955119,0.0019767727594043,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +26.7004999999999,-44.7288,3760,138.026680997948,0.00201271753681401,138.304489719341,0.00201069473463744,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00201271753681401,0.00202334838264417,0.00201439788273437,0.00200905918193862,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +26.9504999999999,-44.7312,3786.5,138.999475425194,0.00203991763231272,139.283022905996,0.00203783982556265,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00203991763231272,0.00201803509030719,0.00203060039172125,0.00202985221742683,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+28.7005999999997,-44.7184,4039.5,148.286909013619,0.00217624212348335,148.609617231376,0.00217387753857818,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00217624212348335,0.00217960132245279,0.00218559765734547,0.00218687204278688,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +28.9505999999997,-44.7208,4066,149.259703440866,0.00221547762173967,149.590384973667,0.00221302706995434,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00221547762173967,0.00224556592207818,0.00221661242926643,0.00222455992671255,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +29.2005999999997,-44.7048,4100.5,150.526171657469,0.00223631255382462,150.862795224826,0.00223381572866694,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00223631255382462,0.00222787250807704,0.00223252651714364,0.00222184669657405,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +29.4505999999997,-44.7104,4125,151.425547637376,0.00225971401529677,151.767726069646,0.0022571647013392,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00225971401529677,0.00226867799115403,0.00226416803335067,0.00227884153890638,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +29.7005999999997,-44.7104,4171,153.114171926181,0.00231806205714581,153.469100078534,0.00231537949605775,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00231806205714581,0.00230117486978289,0.00230279011297022,0.00228968964185217,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +29.9506999999999,-44.708,4184.5,153.609746445721,0.00230801763316539,153.964280449144,0.0023053582516148,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00230801763316539,0.00232732740642844,0.00230876887668939,0.002313833654673,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +30.2005999999997,-44.7024,4217.5,154.82115082682,0.00236052490215631,155.186610008727,0.0023577432398449,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00236052490215631,0.0023665524484418,0.00235664363056618,0.00237273642629894,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +30.4506999999999,-44.7024,4240,155.647108359388,0.00240146999889161,156.020890220527,0.00239859107798748,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00240146999889161,0.00242210118886787,0.00239769999764106,0.00241749174440623,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +30.7006999999999,-44.7048,4273,156.858512740487,0.00243026458274714,157.239720428503,0.00242731626560379,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00243026458274714,0.00245638170812562,0.00242998114767165,0.00243414997443914,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+32.4496999999997,-44.6784,4416.5,162.126286337084,0.00271242080849934,162.566041049749,0.00270874883364022,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00271242080849934,0.00276020268780343,0.00270559270666838,0.00274759478796983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +32.6996999999997,-44.6736,4441,163.025662316991,0.00274874018366457,163.47377750597,0.00274496930589422,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00274874018366457,0.0027965528322632,0.00274460566597106,0.00278881230829381,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +32.9497999999999,-44.6736,4447.5,163.264272270844,0.00279323237749308,163.720307322239,0.0027893385531546,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00279323237749308,0.00287120985773766,0.00279375063536148,0.00286034701828306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +33.1997999999999,-44.676,4470.5,164.108584415246,0.00281425915978136,164.570428502135,0.0028103065465209,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00281425915978136,0.00288197190878889,0.00280988055431067,0.0028821659577955,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +33.4497999999999,-44.6704,4481.5,164.512385875612,0.00287251767153537,164.984950611226,0.00286839987639023,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00287251767153537,0.00294082452362856,0.00287901910944341,0.00293129566464246,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +33.6997999999999,-44.668,4503.5,165.319988796345,0.00292152474014954,165.802975233655,0.00291726538061212,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00292152474014954,0.0030000534339598,0.00291786941873474,0.00298773835397804,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +33.9497999999999,-44.6656,4513,165.668726421207,0.00296962371780113,166.160700200485,0.00296522309526466,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00296962371780113,0.00307109802271765,0.00297208709160527,0.00304810354416134,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +34.1997999999999,-44.6704,4527.5,166.201010164417,0.00302441187254326,166.703670472787,0.00301984753958872,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00302441187254326,0.00311384519052959,0.00301859855739678,0.00310222065944715,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +34.4497999999999,-44.6656,4538,166.586457012948,0.00307752879884723,167.099131631903,0.00307280290066919,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00307752879884723,0.00317217099168157,0.00308411743048303,0.00316053830540135,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +34.6998999999996,-44.66,4557.5,167.302286874507,0.00310540250172663,167.821827814712,0.00310059069852779,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00310540250172663,0.00321077890908908,0.00311062367223782,0.00320591325153201,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +34.9498999999996,-44.66,4562.5,167.485832992855,0.00316534929527025,168.015984156287,0.00316035012382765,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00316534929527025,0.00326677167819499,0.00316247045870159,0.00325364840362779,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +35.1998999999996,-44.6552,4575.5,167.963052900561,0.00321746007384094,168.503467317149,0.00321229512489034,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00321746007384094,0.00331395913280446,0.00322374309503333,0.003321825264196,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+36.1998999999996,-44.6496,4625,169.780159472209,0.00341766215605521,170.360410698086,0.00341183522130394,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00341766215605521,0.00352332994416526,0.00341014367043251,0.00351940377302294,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +36.4498999999996,-44.6496,4628.5,169.908641755053,0.00346387673837595,170.497184346877,0.00345789133516347,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00346387673837595,0.00359347142374399,0.00346263031133974,0.00358469813385208,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +36.6998999999996,-44.6448,4636.5,170.202315544411,0.00350851388569132,170.799472731875,0.00350237340928805,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00350851388569132,0.00363576703696644,0.00350319145231057,0.0036203283388595,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +36.9498999999996,-44.6336,4651,170.734599287621,0.00357127021887969,171.344338677389,0.00356490837546705,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00357127021887969,0.00372698106405826,0.00357575345205923,0.00371983014751551,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +37.1998999999996,-44.6416,4659.5,171.046627688813,0.00362575567663439,171.666800970125,0.00361919846962832,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00362575567663439,0.00378944611561454,0.00361715118824167,0.0037431099985442,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +37.4499999999998,-44.6392,4669.5,171.41371992551,0.00366395518379257,172.041772113204,0.0036572592507463,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00366395518379257,0.00382940869679079,0.00367228400754933,0.00381256273385024,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+42.9503,-44.5896,4827,177.195422653482,0.00478410457115096,178.043144084986,0.00477269711139592,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00478410457115096,0.00500947135751598,0.00478689294323132,0.00500461337720943,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +43.2001999999998,-44.5816,4834,177.45238721917,0.00484178753229482,178.311573975184,0.00483010377736926,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00484178753229482,0.00508299949651658,0.00484691201699434,0.00506026637514111,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +43.4503,-44.5816,4847,177.929607126876,0.00491230314037463,178.803651294731,0.004900277146774,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00491230314037463,0.00513974485660493,0.00490062751275278,0.00511640294267017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +43.7001999999998,-44.584,4847,177.929607126876,0.00492189565054271,178.805358086297,0.00490982272040792,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00492189565054271,0.00517263308254491,0.00493044773161405,0.00515199263848742,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +43.9503,-44.5784,4851.5,178.094798633389,0.00499326392619313,178.984072966848,0.00498083892757497,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00499326392619313,0.00523682909336109,0.00498790612457134,0.00521617512366654,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +44.2003,-44.5816,4863,178.51695470559,0.00504318761244555,179.417249200173,0.00503051333643894,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00504318761244555,0.00529078986681402,0.00504653736593498,0.00526648620942617,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +44.4503,-44.5712,4866.5,178.645436988434,0.00511668755702213,179.559509872991,0.00510364179305304,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00511668755702213,0.00536883355171008,0.00512307225254989,0.00535658054567929,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +44.7003,-44.5712,4876.5,179.012529225131,0.00516882817895784,179.937814230576,0.00515551564036414,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00516882817895784,0.00542031077492026,0.00515848539512214,0.00540007428288312,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +44.9503,-44.568,4875,178.957465389626,0.00522037193359434,179.891689919253,0.00520679302948349,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.00522037193359434,0.00544138332243321,0.00522468944268487,0.00546015426309485,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+174.434,-43.4056,6112.5,224.385129680839,0.0296630257761406,231.041071566344,0.0292315892725792,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0296630257761406,0.03035131699659,0.0297056397938179,0.0303806567690305,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +175.4331,-43.3896,6114.5,224.458548128178,0.0298272495502179,231.153529256877,0.0293910692918761,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0298272495502179,0.0305397657786344,0.0298704852569041,0.0305574469759734,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +176.4331,-43.3896,6130.5,225.045895706893,0.0300219561899402,231.802213728531,0.0295801187036093,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0300219561899402,0.0307322032928865,0.0300620398003472,0.0307522138854258,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+180.4333,-43.3528,6156,225.98198091047,0.0307193529958475,232.92400115276,0.0302569594399236,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0307193529958475,0.0314455842852982,0.0307638381217784,0.0314722723504765,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +181.4333,-43.3424,6167.5,226.404136982671,0.0308530512709011,233.389395428941,0.0303866645863102,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0308530512709011,0.031546356217869,0.030902978446277,0.0315798630221449,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +182.4333,-43.3344,6169,226.459200818175,0.0310497616794141,233.49070503369,0.0305774693205336,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0310497616794141,0.0317548991791489,0.031092060404807,0.0317783313702329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+192.4338,-43.24,6223,228.441498896337,0.0326924257539713,235.909805638131,0.0321693972575287,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0326924257539713,0.0334093199362103,0.0327326528478796,0.0334248963703932,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +193.4338,-43.232,6233,228.808591133034,0.0329341143768279,236.34419944381,0.0324034072484577,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0329341143768279,0.0336626420609553,0.0329753595050721,0.033695654516623,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +194.4339,-43.2216,6239.5,229.047201086887,0.0331083996282369,236.630587354201,0.0325721213486188,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0331083996282369,0.0338340822867928,0.0331504589735826,0.0338713822599086,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +195.4339,-43.2184,6247.5,229.340874876244,0.03328430494803,236.974326492673,0.0327423748728676,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.03328430494803,0.0340143278271268,0.033319364628177,0.0340455389271147,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +196.434,-43.208,6252.5,229.524420994592,0.0334600397343087,237.204317241065,0.032912434403602,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0334600397343087,0.0341820803571495,0.0334993912114947,0.0342201200561494,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +197.4341,-43.1976,6262.5,229.891513231289,0.0336309569488144,237.622984815668,0.033077804206063,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0336309569488144,0.034356681465114,0.0336783872758643,0.0343986866689746,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +198.4331,-43.1896,6269,230.130123185142,0.0337970992249252,237.907853793075,0.0332385278413762,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0337970992249252,0.0345328630141419,0.0338346269080614,0.0345642964122847,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +199.4331,-43.1768,6272.5,230.258605467986,0.0339809769865023,238.083017841338,0.0334163784184542,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0339809769865023,0.0347141621818514,0.0340246234024346,0.034746093840822,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +200.4331,-43.1712,6277,230.423796974499,0.0341331781478355,238.28889348613,0.0335635667747935,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0341331781478355,0.0348716794745109,0.0341709743591816,0.034888015137653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +201.4332,-43.1608,6287,230.790889211196,0.0343194860119886,238.711513905174,0.0337437090307755,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0343194860119886,0.0350466568779665,0.0343547425288118,0.0350821085427119,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +202.4333,-43.1504,6290,230.901016882205,0.03448243078471,238.863045214965,0.0339012347675175,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.03448243078471,0.0352098938620937,0.0345183135484594,0.0352550373456489,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +203.4333,-43.148,6289,230.864307658535,0.0346610646407284,238.866310349524,0.0340738993090122,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0346610646407284,0.0353929992481615,0.0346914616597624,0.0354176630042339,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+240.434,-42.8112,6501,238.646663076505,0.0409730215980695,248.424737957046,0.0401558734450118,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0409730215980695,0.0417706810120543,0.0409895398754951,0.0417922565967558,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +241.434,-42.8056,6509,238.940336865862,0.0411319161998312,248.768410778588,0.040308502257504,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0411319161998312,0.0419588287577055,0.0411595061703565,0.041966457913695,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +242.4341,-42.7976,6514,239.12388298421,0.0412849700287348,248.996105326368,0.0404554985964132,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0412849700287348,0.0420951982437536,0.0413136872053723,0.0421103634132123,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1077.767,-42.2688,8145,298.996626789437,0.0520005712872723,314.544622195455,0.0506936573641085,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0520005712872723,0.0522888925849468,0.0520769250778676,0.0523978329768593,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1078.767,-42.2536,8156.5,299.418782861638,0.0521670546304113,315.038578864552,0.0508518988857781,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0521670546304113,0.0524397118178609,0.0522484549000755,0.0525774462714084,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1079.7671,-42.248,8160,299.547265144482,0.0523216858943205,315.220083061874,0.0509988526434389,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0523216858943205,0.0526101736754211,0.0524141201476166,0.0527476462933084,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1080.7672,-42.2376,8158,299.473846697143,0.0525030482865646,315.197136530846,0.0511711828044711,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0525030482865646,0.052795612093535,0.052577515833812,0.052914771697559,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1081.7672,-42.224,8156.5,299.418782861638,0.0526654388253652,315.187804453603,0.0513254607543043,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0526654388253652,0.0529696111287134,0.0527467789276607,0.0530878193348891,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1082.7672,-42.2192,8165,299.73081126283,0.0528286393983578,315.565182207611,0.0514804842948664,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0528286393983578,0.0531480504506891,0.052911354989351,0.0532707257574757,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1083.7673,-42.2112,8169.5,299.896002769344,0.0529906888701302,315.78769854549,0.0516343906342346,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0529906888701302,0.0533174586808734,0.0530707781558083,0.0534322947323109,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1084.7673,-42.2032,8166.5,299.785875098335,0.0531683421584426,315.724993079831,0.051803089470473,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0531683421584426,0.0535177231413448,0.0532544314110806,0.0536284676649642,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1085.7674,-42.1928,8164.5,299.712456650996,0.053334356534418,315.697427671827,0.051960710323674,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.053334356534418,0.0536827663438302,0.0534270843722383,0.0538080405911618,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1089.7665,-42.1584,8171,299.951066604848,0.0540278310695009,316.156772160491,0.0526188549598394,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0540278310695009,0.0544023938413973,0.0541069862326709,0.0545362130218128,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1090.7666,-42.1432,8169.5,299.896002769344,0.0541938454454761,316.148520393142,0.0527763472939404,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0541938454454761,0.054596411796713,0.054277085903263,0.0547284677145985,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1091.7666,-42.14,8176.5,300.152967335032,0.0543859940824871,316.477084840356,0.0529586013721981,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0543859940824871,0.0547975793663635,0.0544692934088471,0.0549210647816688,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1101.7671,-42.056,8192.5,300.740314913746,0.0561758712130902,317.634664112925,0.054654716126405,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0561758712130902,0.056751305557207,0.0562639331409389,0.0568849578158435,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1102.7671,-42.04,8194.5,300.813733361085,0.0563812788308223,317.773996337857,0.054849179616659,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0563812788308223,0.0569554834907878,0.0564698428271974,0.0571057668094951,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1103.7672,-42.032,8194.5,300.813733361085,0.0565756444035164,317.832464171416,0.055033154567691,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0565756444035164,0.0571773473124599,0.0566514978157276,0.0573085691445088,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1104.7672,-42.0168,8188,300.575123407233,0.0567637428695674,317.63689242531,0.0552111652248343,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0567637428695674,0.0573782891048155,0.0568336678223984,0.057513174844341,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1105.7672,-42.0168,8194.5,300.813733361085,0.0569553372726575,317.946681000913,0.0553924517594688,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0569553372726575,0.0575671894414495,0.0570357931028473,0.0577023766695991,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1106.7673,-42.0032,8197.5,300.923861032095,0.0571470595758832,318.120774846301,0.0555738264213935,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0571470595758832,0.0577794200985443,0.0572278670410081,0.0579280980634429,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1107.7673,-41.9952,8206,301.235889433287,0.0573455179529157,318.510417538846,0.0557615389532077,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0573455179529157,0.0579893929826911,0.0574206858553425,0.0581181435050571,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1108.7664,-41.9768,8202.5,301.107407150443,0.0575368991891132,318.432193680753,0.0559425241797799,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0575368991891132,0.0581978606848728,0.0576198493259356,0.0583091907945195,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1109.7664,-41.9744,8210.5,301.4010809398,0.0577535193853971,318.808054110636,0.0561473378499398,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0577535193853971,0.0584131017058979,0.0578386950965301,0.0585381970292299,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1113.7666,-41.948,8210.5,301.4010809398,0.0585886220039393,319.059754942561,0.0569365322297651,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0585886220039393,0.059292127973581,0.0586796102352494,0.0594237655691464,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1114.7666,-41.932,8209,301.346017104296,0.0587727981991661,319.056965755689,0.0571104998801945,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0587727981991661,0.0594765127643193,0.0588647400522963,0.0596109333286532,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1115.7667,-41.932,8212,301.456144775305,0.0589693807075436,319.232826943188,0.0572961527995159,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0589693807075436,0.0596902486033791,0.0590634766398456,0.0598395548782311,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1116.7667,-41.9088,8210.5,301.4010809398,0.059197170849001,319.243172222267,0.0575112351707941,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.059197170849001,0.0599130155342304,0.059279990144837,0.0600542482842134,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1117.7668,-41.9032,8212.5,301.47449938714,0.0593864630496508,319.378003605406,0.0576899321059774,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0593864630496508,0.06012374100936,0.0594820631144111,0.0602562052131609,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1118.7669,-41.8928,8216,301.602981669983,0.0596060249490531,319.580336520113,0.057897164459496,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0596060249490531,0.0603540338500372,0.0597049954597933,0.0604755910010019,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1119.7669,-41.8848,8211,301.419435551635,0.0598231141125008,319.451284840366,0.0581020207202748,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0598231141125008,0.0605504600964971,0.0599206697308718,0.0607039858849568,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1120.7669,-41.8744,8215.5,301.584627058148,0.0600217003896692,319.686249185562,0.0582893799801516,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0600217003896692,0.0607807529371743,0.0601136385200826,0.0609044341823596,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1121.767,-41.8696,8220.5,301.768173176497,0.0602448861262459,319.94816240604,0.0584999060892931,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0602448861262459,0.0610343760983125,0.0603606389794462,0.0611760969067274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1122.767,-41.8616,8219,301.713109340992,0.0604508479778988,319.951922646704,0.0586941459785789,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0604508479778988,0.0612300497537897,0.0605514955253303,0.0613600005543092,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1123.7671,-41.8432,8214,301.529563222644,0.0606374542757017,319.813548325329,0.0588700993305313,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0606374542757017,0.0614038982707716,0.0607368394152077,0.0615448655742152,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1124.7671,-41.8584,8224,301.896655459341,0.0608356142190844,320.262723924897,0.0590569128676926,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0608356142190844,0.0616266652016228,0.0609456691687965,0.0617668202590183,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1125.7672,-41.8328,8220.5,301.768173176497,0.0610475447437308,320.190379230723,0.0592566698849025,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0610475447437308,0.0618102974013785,0.061142110668514,0.061940513449415,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1126.7672,-41.8272,8215.5,301.584627058148,0.061253293428491,320.057678712863,0.0594505619870061,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.061253293428491,0.0620300539682993,0.0613610224268125,0.0621750990727113,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1127.7673,-41.8192,8227.5,302.025137742185,0.0614494069697048,320.584403346386,0.0596353391974321,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0614494069697048,0.0622257276237766,0.0615545411941419,0.0623678818959511,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1128.7673,-41.8064,8229,302.080201577689,0.0616542177201375,320.704720094703,0.0598282744349649,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0616542177201375,0.0624304323710453,0.0617450301443356,0.0625879274622921,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1129.7674,-41.7984,8227.5,302.025137742185,0.0618738648862967,320.71260030711,0.0600351444723725,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0618738648862967,0.0626705088944964,0.0619685891083848,0.0628106010512961,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1130.7674,-41.7824,8229,302.080201577689,0.0620862217447283,320.835219957534,0.0602351076077212,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0620862217447283,0.0628827395515912,0.0621753796073466,0.0630125999202178,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1131.7664,-41.7848,8230.5,302.135265413194,0.0623308947040817,320.967626828054,0.060465451223898,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0623308947040817,0.0631198057111119,0.0624165486866352,0.0632480899394526,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1132.7665,-41.764,8230.5,302.135265413194,0.0624772977259357,321.011860343919,0.0606032547419825,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0624772977259357,0.0632673135437026,0.0625560875615368,0.0633977591697907,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1133.7665,-41.7584,8232,302.190329248698,0.0626913599195082,321.135051943823,0.0608047090534097,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0626913599195082,0.0635058848851884,0.0627834200620231,0.0636327830270162,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1134.7665,-41.7512,8228.5,302.061846965854,0.0629153983236555,321.06618838609,0.0610155085384114,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0629153983236555,0.063710589632457,0.0630079225463056,0.0638514111076572,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1135.7667,-41.74,8235,302.300456919707,0.0631367508249559,321.386725542517,0.0612237372050401,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0631367508249559,0.0639401298821517,0.063226586869545,0.0640631851448584,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1136.7667,-41.7328,8244,302.630839932734,0.0633380230049711,321.798879034407,0.0614130384684206,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0633380230049711,0.0641568760851421,0.0634174709520735,0.0642577218229566,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1137.7667,-41.7144,8237,302.373875367046,0.0635548990015263,321.591216476699,0.061616975389798,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0635548990015263,0.0643600756504455,0.0636368681187582,0.0644745186444827,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1138.7668,-41.7192,8237,302.373875367046,0.0637597523853376,321.653158788244,0.0618095687932338,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0637597523853376,0.0645580070788707,0.0638375245502012,0.0646760018220518,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1139.7666,-41.7088,8239,302.447293814386,0.0639449944150274,321.787284328187,0.0619836926047601,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0639449944150274,0.0647514229614003,0.0640224952260672,0.0648554135331584,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1140.767,-41.6984,8240.5,302.50235764989,0.0641632773130739,321.911900311638,0.0621888352675765,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0641632773130739,0.0649659113914427,0.0642378873182803,0.0650834685294423,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1141.767,-41.696,8240,302.484003038055,0.0643836066132897,321.95901409647,0.0623958584745038,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0643836066132897,0.0651962042321201,0.0644640831777613,0.0653213466303186,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1142.7667,-41.68,8240.5,302.50235764989,0.0645909753664339,322.041279981142,0.062590664702399,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0645909753664339,0.0654234867088669,0.0646697231593594,0.065567507961756,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1143.7671,-41.672,8245.5,302.685903768239,0.0647835077038516,322.294958346856,0.0627714993460683,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0647835077038516,0.0655988404078139,0.0648668129443923,0.0657074698393972,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1144.767,-41.656,8240.5,302.50235764989,0.0649933491929502,322.16299901232,0.0629685542526404,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0649933491929502,0.0658246177025956,0.0650819307580961,0.0659373506714541,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1145.7671,-41.6512,8252,302.924513722091,0.0652259995395596,322.683067914649,0.0631869827892818,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0652259995395596,0.0660383535416554,0.0652953959060185,0.0661445258750235,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1146.7671,-41.6456,8243.5,302.612485320899,0.0654307250232352,322.412639636529,0.0633791540404696,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0654307250232352,0.0662693989733153,0.0655141898247374,0.0663709522839949,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1147.7672,-41.6352,8252,302.924513722091,0.0656397991115204,322.808417948764,0.0635753691225971,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0656397991115204,0.0664718459476361,0.0657204661928454,0.0665657315001988,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1148.7672,-41.6328,8255.5,303.052996004935,0.0658536481382004,323.010141371071,0.0637760256413148,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0658536481382004,0.0666803136498178,0.0659314950552374,0.0667754279690937,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1149.7672,-41.6088,8257,303.10805984044,0.0660488237450865,323.127990660556,0.0639591255813969,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0660488237450865,0.0668564199397475,0.0661187649198824,0.066959309524657,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1150.767,-41.6064,8257,303.10805984044,0.0662488595571245,323.188623127442,0.0641467502401781,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0662488595571245,0.0670739187337205,0.0663151141079716,0.0671626546496482,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1151.7673,-41.5984,8255.5,303.052996004935,0.0664725568942436,323.197703523844,0.0643565266659354,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0664725568942436,0.0673004486194847,0.0665193320134163,0.0673633873953468,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1152.7674,-41.5928,8260,303.218187511449,0.0666489311812003,323.427355623788,0.0645218939817162,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0666489311812003,0.0674803178643274,0.0667271269934892,0.0675895909733218,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1153.7674,-41.588,8260,303.218187511449,0.066854296165554,323.489626022122,0.0647144083237201,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.066854296165554,0.0676895381574916,0.0669205344865602,0.0677804961806607,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1154.7664,-41.5696,8258.5,303.163123675944,0.0670713853290017,323.496694361557,0.0649178729205232,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0670713853290017,0.0678822014490385,0.0671325928685216,0.0679791411681756,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1155.7665,-41.564,8251.5,302.906159110257,0.0672512555529975,323.276978625158,0.0650864230928133,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0672512555529975,0.0680906691512202,0.0673228477223809,0.0681851015299968,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1156.7665,-41.556,8265,303.401733629797,0.0674449816250139,323.864657979456,0.0652679253310937,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0674449816250139,0.0682562391673934,0.0675160996615158,0.0683688252067137,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1157.7666,-41.556,8265,303.401733629797,0.0676526488118078,323.927664563947,0.0654624524426303,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0676526488118078,0.068474490552349,0.0677288185404558,0.0685766146880486,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1158.7666,-41.5376,8265,303.401733629797,0.0678577153625117,323.98988211094,0.0656545063467222,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0678577153625117,0.0686664012529133,0.0679332260411261,0.068760198235941,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1159.7667,-41.5224,8260,303.218187511449,0.068050716667093,323.8524024781,0.0658352269265113,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.068050716667093,0.0688620749083908,0.0681132998713354,0.0689584605263955,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1160.7667,-41.5112,8267,303.475152077136,0.068268061630812,324.192812462558,0.0660387030806105,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.068268061630812,0.0690487174720768,0.0683297353834377,0.0691518393523938,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1161.7668,-41.5088,8269.5,303.566925136311,0.0684368045430127,324.342075457588,0.0661966499409587,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0684368045430127,0.0692218133980762,0.0685099791254487,0.0693369000461434,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1162.7668,-41.4984,8273.5,303.713762030989,0.0686550021743024,324.565231023592,0.0664008504637085,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0686550021743024,0.0694408173740143,0.0687140350566625,0.0695209830873736,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1163.7669,-41.504,8271.5,303.64034358365,0.0688857766522565,324.556844474368,0.0666167756812639,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0688857766522565,0.0696635843048655,0.0689435135316593,0.0697689496207392,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1164.7667,-41.48,8271.5,303.64034358365,0.0690924206379659,324.619589925188,0.0668100835331538,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0690924206379659,0.0698600105513256,0.0691453599869868,0.0699554868580902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1165.7669,-41.48,8276.5,303.823889701998,0.0692300411838437,324.857630098703,0.0669388017676811,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0692300411838437,0.0699668784708555,0.0692886492699821,0.0700668223252467,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1166.7667,-41.472,8273.5,303.713762030989,0.0694703229052089,324.812855150038,0.067163500586095,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0694703229052089,0.0702001816754631,0.0695320524633481,0.0703073454817138,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1167.767,-41.4592,8271.5,303.64034358365,0.0696566734027404,324.790919828552,0.0673377310065651,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0696566734027404,0.0703559680088624,0.069713335875004,0.0704778456878416,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1168.7671,-41.4432,8276.5,303.823889701998,0.0698673249260311,325.051252124098,0.0675346453895175,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.0698673249260311,0.0705636831200615,0.0699315022671932,0.0706715408338446,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1169.7671,-41.4456,8278,303.878953537503,0.070068256039018,325.171221858838,0.0677224371299463,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.070068256039018,0.0707465627288345,0.0701203694133195,0.0708421300907271,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1389.7669,-39.4544,8508.5,312.340429593361,0.111537871230143,347.178216209313,0.105744526023536,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.111537871230143,0.112413762480781,0.111427829668536,0.112504586682595,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1390.7669,-39.444,8508.5,312.340429593361,0.111711389080739,347.23241284931,0.105900619947907,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.111711389080739,0.112583095451867,0.111600227440176,0.112673210143696,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1391.767,-39.4384,8508,312.322074981526,0.111845684223092,347.253951155811,0.106021413017829,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.111845684223092,0.112684695234519,0.111721073540326,0.112756552901588,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1392.767,-39.428,8510,312.395493428865,0.112028581416963,347.392717398753,0.106185898211178,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.112028581416963,0.112812635701561,0.11190220077101,0.11290837320386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1393.767,-39.42,8510,312.395493428865,0.11218760391886,347.442395311699,0.106328890158828,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.11218760391886,0.112953370215309,0.112054921609832,0.113089339840457,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1394.7671,-39.412,8503.5,312.156883475013,0.112354726762677,347.229184824937,0.106479143846363,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.112354726762677,0.113097867683969,0.112258293698747,0.113196548032159,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1395.7671,-39.4048,8517,312.652457994553,0.11252398127542,347.833357323646,0.106631291028551,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.11252398127542,0.113202477830551,0.112392827890649,0.113323334607931,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1396.7672,-39.3912,8505,312.211947310517,0.112698778127372,347.39785228918,0.106788396065854,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.112698778127372,0.113386110030307,0.112580695531404,0.113497029259528,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1397.7672,-39.3832,8503.5,312.156883475013,0.11287655931582,347.392078448422,0.106948158070613,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.11287655931582,0.113505771996541,0.112742803970652,0.11360983255935,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1398.7673,-39.3784,8505,312.211947310517,0.113031318479864,347.501675360191,0.107087210693444,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.113031318479864,0.113633712463584,0.112874307389823,0.113734121799286,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1399.7673,-39.368,8508.5,312.340429593361,0.113202704661534,347.698210998475,0.107241180294328,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.113202704661534,0.113759395157679,0.113078014121078,0.113882721364298,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1400.7673,-39.3624,8508.5,312.340429593361,0.113380485849982,347.753739251248,0.107400869983519,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.113380485849982,0.113893356352583,0.113227283408039,0.113970109578618,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1401.7673,-39.344,8508.5,312.340429593361,0.113525865670751,347.799147246922,0.107531436606472,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.113525865670751,0.113998719090148,0.113382051272303,0.114067173560698,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1402.7664,-39.336,8503,312.138528863178,0.113712599868689,347.632612499398,0.107699118874235,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.113712599868689,0.114133432876034,0.113592497662718,0.114212644010902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1403.7664,-39.3256,8502,312.101819639508,0.11389464439499,347.648545402379,0.107862562880961,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.11389464439499,0.114223743793947,0.113736097169526,0.114314933217808,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1404.7665,-39.3232,8508.5,312.340429593361,0.114063472573948,347.967063618018,0.108014117057851,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.114063472573948,0.114385550855207,0.113878762835684,0.114448714110744,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1405.7665,-39.3152,8510,312.395493428865,0.114243811765107,348.08474537642,0.108175979106968,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.114243811765107,0.114495429138667,0.114085582511005,0.114578403649186,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1406.7666,-39.312,8510,312.395493428865,0.114475311010496,348.157064697412,0.108383721073064,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.114475311010496,0.114670030246632,0.11433649188577,0.11474713556177,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1407.7667,-39.2936,8517,312.652457994553,0.114630496508326,348.491964489017,0.108522956723124,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.114630496508326,0.114765609301422,0.114492711194558,0.114816955421775,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1408.7667,-39.2832,8518.5,312.707521830058,0.114790798011579,348.603467805154,0.108666762206568,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.114790798011579,0.114870972038987,0.114655915642104,0.114927937062372,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1409.7667,-39.2752,8515,312.579039547214,0.115017181251545,348.53099959425,0.108869813987572,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115017181251545,0.115026005781404,0.114900691994964,0.115120941480463,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1410.7668,-39.268,8510,312.395493428865,0.115206473452195,348.385476549163,0.109039565752787,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115206473452195,0.115162977340238,0.115072170695908,0.115222238764355,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1411.7668,-39.26,8511.5,312.45055726437,0.115375301631153,348.499634553569,0.109190941668403,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115375301631153,0.11523296830162,0.115240511160003,0.115335240157486,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1412.7668,-39.2496,8510,312.395493428865,0.115603816540046,348.509604739153,0.109395797830284,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115603816540046,0.115401548681724,0.115504121132375,0.115534874927652,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1413.7669,-39.2464,8515,312.579039547214,0.115759854705446,348.763143749167,0.109535656848036,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115759854705446,0.115492612190619,0.115662969257493,0.115618202257054,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1414.767,-39.2384,8508.5,312.340429593361,0.115984958944056,348.567221496316,0.1097373862196,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.115984958944056,0.115643882978123,0.115875233385757,0.115784938898767,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1415.767,-39.2176,8513,312.505621099874,0.116205799844814,348.820586755785,0.109935255421064,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.116205799844814,0.115800421902505,0.116101575351642,0.115924947199042,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1416.767,-39.2176,8516.5,312.634103382718,0.116407882059022,349.027177216922,0.110116282901454,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.116407882059022,0.115933630506426,0.116306138537805,0.116066840269938,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1417.7671,-39.2016,8513,312.505621099874,0.116586089581255,348.93942943607,0.110275895981359,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.116586089581255,0.11603598288006,0.116464104179051,0.116156760638859,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1418.7671,-39.1912,8515,312.579039547214,0.116809062150939,349.091104004765,0.110475567383217,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.116809062150939,0.116218862488833,0.116686654597272,0.116302180784883,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1419.7672,-39.1864,8515,312.579039547214,0.117021802709778,349.15760224432,0.110666038884734,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.117021802709778,0.116357339229633,0.116904624241495,0.116451928346167,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1420.7672,-39.1752,8510,312.395493428865,0.117269928972791,349.030090754688,0.110888146195533,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.117269928972791,0.116514630744997,0.117155485757386,0.116641470901043,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1421.7673,-39.168,8516.5,312.634103382718,0.117441315154461,349.35026364612,0.111041531723491,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.117441315154461,0.116600426117014,0.117353351695803,0.116747096064038,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1425.7664,-39.1384,8508.5,312.340429593361,0.118337042437265,349.301872265024,0.111842798385444,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.118337042437265,0.117254427680898,0.118244344060562,0.117387904881425,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1426.7665,-39.1256,8510,312.395493428865,0.118554899001526,349.431509600856,0.11203758344494,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.118554899001526,0.117402688104472,0.118462231289717,0.117527705381421,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1427.7665,-39.1128,8510,312.395493428865,0.118786824580701,349.503962106601,0.112244905891539,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.118786824580701,0.117562237392784,0.118694595787106,0.117681021633462,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1458.7669,-38.8416,8513,312.505621099874,0.126695316297035,352.098619609724,0.119288849169522,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.126695316297035,0.125158890771202,0.126644416577721,0.12524516091216,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1459.7669,-38.8208,8521.5,312.817649501067,0.126959216910103,352.532733317382,0.119523047100381,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.126959216910103,0.125532175898575,0.126904578651905,0.125592622122001,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1460.767,-38.8128,8515,312.579039547214,0.127209901175829,352.342188277651,0.119745465431595,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.127209901175829,0.125900192889069,0.127165222514541,0.12595906414116,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1461.767,-38.8096,8515,312.579039547214,0.12746186444291,352.420946713676,0.119968968712181,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.12746186444291,0.126236601058293,0.127404109257474,0.126290087165907,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1462.7671,-38.8024,8518.5,312.707521830058,0.127719370049199,352.646329527839,0.120197336706265,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.127719370049199,0.126587308456188,0.127661107233439,0.126645591746669,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1463.7671,-38.7912,8524.5,312.927777172076,0.127987534000119,352.978631692469,0.120435101596466,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.127987534000119,0.126988439449916,0.127910682375127,0.127003479591303,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1500.7667,-38.4576,8558,314.157536165009,0.136884693764442,357.160894296748,0.128291796929603,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.136884693764442,0.140331124980527,0.13694921511423,0.140534764109034,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1501.7668,-38.4472,8549.5,313.845507763817,0.137172895403269,356.896604773089,0.128545266007732,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.137172895403269,0.140717956745586,0.137252156128698,0.140978091843479,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1502.7668,-38.4392,8554.5,314.029053882166,0.137419742664927,357.182845655964,0.128762313454819,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.137419742664927,0.141096510009836,0.137497032539676,0.1413493232625,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1527.767,-38.2184,8561,314.267663836018,0.143882962849274,359.485426436464,0.134428582522388,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.143882962849274,0.150331553957387,0.143851301689548,0.150397023822259,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1528.767,-38.2048,8554.5,314.029053882166,0.144121709769012,359.287458044809,0.134637276956855,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.144121709769012,0.150637858487307,0.144086472241557,0.150713177354583,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1529.7671,-38.1968,8561,314.267663836018,0.144339139999488,359.628788163757,0.13482730007318,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.144339139999488,0.150929863788558,0.14430825880191,0.151013397415875,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1542.7666,-38.0784,8561,314.267663836018,0.147186623351154,360.523660104497,0.137312530536481,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.147186623351154,0.154739479342506,0.14718881159227,0.154932015654954,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1543.7666,-38.0704,8579,314.928429862072,0.147383589559938,361.343712309619,0.137484210799878,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.147383589559938,0.15501492764214,0.147402533825984,0.155193643436842,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1544.7667,-38.0656,8577.5,314.873366026568,0.147583966439004,361.343626310769,0.137658833642847,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.147583966439004,0.155274571531139,0.147601773694046,0.155469352283661,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1545.7668,-38.052,8577.5,314.873366026568,0.147780506314003,361.405511482769,0.137830083026387,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.147780506314003,0.155542493920946,0.147801412032207,0.155728574401604,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1546.7668,-38.0368,8569.5,314.579692237211,0.147985146530922,361.132814088587,0.138008359251756,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.147985146530922,0.155782570444397,0.148011559235124,0.155991948995809,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1547.7668,-38.0368,8562.5,314.322727671523,0.148160369716659,360.892899213685,0.138160983016093,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.148160369716659,0.156015121058022,0.148195032840791,0.156225719788369,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1734.7671,-36.3504,8593.5,315.460713605283,0.191059354189582,375.732433818893,0.174843124723,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.191059354189582,0.193414377347614,0.190841781244464,0.19361607462079,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1735.7672,-36.3376,8589,315.295522098769,0.191224771698258,375.587836329589,0.174981997754259,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.191224771698258,0.193634133914534,0.191064437275634,0.19394211525033,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1736.7672,-36.3344,8605.5,315.901224289319,0.191405537223203,376.366467833884,0.175133733862555,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.191405537223203,0.193847117162611,0.191283423026705,0.194273016477298,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1737.7672,-36.324,8609,316.029706572162,0.191613161776618,376.585157863791,0.175307987261429,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.191613161776618,0.194151916510567,0.191465344581694,0.194539457394376,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1738.7673,-36.3136,8608.5,316.011351960328,0.19175385192575,376.607745950985,0.175426047256794,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.19175385192575,0.194338559074253,0.191659679457613,0.19478888353827,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1739.7673,-36.3056,8607,315.956288124823,0.19197085582244,376.610687158627,0.175608118530867,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.19197085582244,0.19465539987793,0.191841886915244,0.195044590594835,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1752.7669,-36.1896,8600,315.699323559135,0.195101851141296,377.292845989577,0.178231412832094,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.195101851141296,0.199312432878292,0.194995245142305,0.199734612027872,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1753.7669,-36.1824,8602,315.772742006475,0.195387494777411,377.470786986114,0.178470396233516,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.195387494777411,0.19974517269329,0.195256441590343,0.200124192511867,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1754.767,-36.1712,8595.5,315.534132052622,0.195658216731043,377.270977647815,0.178696842723841,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.195658216731043,0.200169634007479,0.195533362117354,0.200561505632365,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1858.1005,-35.24,8556,314.08411771767,0.23085164436941,386.590952763109,0.207706323586599,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.23085164436941,0.243483502829366,0.230455595582394,0.243277294468561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1859.1006,-35.2352,8561,314.267663836018,0.231208059413876,386.928880528076,0.207995849503788,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.231208059413876,0.244017089836033,0.230815796149426,0.243801280678582,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1860.1007,-35.2192,8564.5,314.396146118862,0.231592612488169,387.207970954741,0.208308138745711,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.231592612488169,0.244558202752526,0.231159355344123,0.244357456552637,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1861.1007,-35.2112,8559.5,314.212600000514,0.231957554208341,387.096586198077,0.208604411764848,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.231957554208341,0.245094800123124,0.231561003520376,0.244942980672664,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1862.0998,-35.2032,8562.5,314.322727671523,0.232319511592016,387.346030246442,0.20889817531222,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.232319511592016,0.245656232996147,0.231960484941408,0.245595961191901,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1863.0998,-35.1904,8562.5,314.322727671523,0.232675073968912,387.457791582605,0.209186664691827,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.232675073968912,0.246169500046284,0.232434347109314,0.246380169073163,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1864.0998,-35.1928,8556,314.08411771767,0.233044705360721,387.279758389666,0.209486480913992,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.233044705360721,0.246712118144743,0.232787090148476,0.246944826794874,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1865.0999,-35.1824,8559,314.194245388679,0.233410499748463,387.530481222942,0.209783096388432,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.233410499748463,0.247260756971062,0.233241060427204,0.247754433972976,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1866.0999,-35.1664,8562.5,314.322727671523,0.233761372453721,387.799239885415,0.210067529517373,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.233761372453721,0.247773271430216,0.233469216914575,0.248049553537362,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1867.1,-35.1584,8559.5,314.212600000514,0.234167242217277,387.790898012555,0.210396444839156,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.234167242217277,0.2483753442163,0.23383672897441,0.248636885376915,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1868.1,-35.1536,8554,314.010699270331,0.234520672925247,387.652699768936,0.210682775653364,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.234520672925247,0.248896889767246,0.234251633306619,0.24931235868232,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1869.1,-35.1432,8561,314.267663836018,0.234874956300787,388.081267646253,0.210969714994941,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.234874956300787,0.249395104997731,0.234592470831559,0.249841801673034,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1870.1001,-35.1296,8551,313.900571599322,0.235223271003334,387.737290820731,0.211251739977595,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.235223271003334,0.249949011960928,0.234892935674709,0.250343283751671,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1871.1002,-35.1248,8563,314.341082283358,0.235576701711304,388.392517660033,0.211537826034163,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.235576701711304,0.250478836012683,0.235190189271665,0.250813947914716,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1872.1002,-35.1192,8549.5,313.845507763817,0.235943775100402,387.895401663914,0.211834868599856,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.235943775100402,0.251016185974263,0.235570495754351,0.251387791166278,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1873.1002,-35.1064,8559,314.194245388679,0.236290384467808,388.435324429143,0.212115270331492,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.236290384467808,0.251539236707173,0.235984231142899,0.252062252366025,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1874.1003,-35.0928,8549.5,313.845507763817,0.236645520510918,388.115641308599,0.212402488487722,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.236645520510918,0.252073576304823,0.236326910904214,0.252669445996185,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1875.1003,-35.0848,8558,314.157536165009,0.23701131489866,388.616426896801,0.212698240416746,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.23701131489866,0.252644040269638,0.236700551437709,0.253183182858286,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1876.1004,-35.0768,8546,313.717025480973,0.237393309970242,388.19134855392,0.213006997578592,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.237393309970242,0.253255896738496,0.237080320343591,0.253840727179326,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1877.1004,-35.072,8546,313.717025480973,0.237831154767691,388.328707921398,0.21336077947454,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.237831154767691,0.253876031708163,0.237445322945195,0.254450222993931,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1878.1005,-35.0584,8538,313.423351691616,0.238145362767418,388.063669479996,0.213614584790696,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.238145362767418,0.254425423125465,0.23775485296209,0.254993585545131,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1879.1005,-35.048,8538,313.423351691616,0.23851115715516,388.178317983032,0.213909978509978,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.23851115715516,0.254998144863228,0.238066775298143,0.255560047527505,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1880.1005,-35.0432,8531.5,313.184741737763,0.238922142924138,388.011511364892,0.214241762031847,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.238922142924138,0.255639352380408,0.238530907775754,0.256287718170178,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1881.1006,-35.0296,8525,312.94613178391,0.239291774315947,387.831566923794,0.214540066703594,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.239291774315947,0.256259487350074,0.23891785348054,0.257019615295169,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1882.1007,-35.0248,8531,313.166387125928,0.239684001398375,388.227359895743,0.214856509558376,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.239684001398375,0.25687059122795,0.239377553011619,0.257764427561372,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1883.1005,-35.0112,8526,312.98284100758,0.240046385115835,388.113240594734,0.215148786268788,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.240046385115835,0.257459117376347,0.239726143174487,0.258392730305734,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1884.0998,-35.0088,8520,312.762585665562,0.240429659188772,387.959987544132,0.215457818945695,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.240429659188772,0.258085273073875,0.24006002743126,0.259003492145732,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" 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+1939.1002,-34.512,7781.5,285.652823985513,0.261918587300369,360.47060810216,0.232633251182615,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.261918587300369,0.295023191091129,0.260069016311757,0.298135321637817,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +1940.1002,-34.4984,7693,282.404057690748,0.262425498171028,356.514083215762,0.233034869076459,"S191107-ERR-272","6xxxT4","A36R19W18","E200131-WEL-001",NA,0.00025,0.262425498171028,0.29594210468089,0.260424977626399,0.299098807480973,"TCT",NA,"C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S","0.00025 mm/mm/s" +0,-44.9048,-6.5,-0.239537243527013,0,-0.239537243527013,0,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0,0,-4.41196120535078e-18,-3.99268141106495e-18,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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mm/mm/s" +4.70039999999972,-44.9048,61,2.24796490079197,2.03594193012195e-05,2.24801066805196,2.0359212050955e-05,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,2.03594193012195e-05,6.17517603318604e-06,2.69387904118122e-05,2.00337604159994e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +4.95039999999972,-44.9,102,3.75889212919312,3.88518194801817e-05,3.75903816899157,3.88510647678773e-05,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,3.88518194801817e-05,1.50270643684446e-05,3.39550017671707e-05,2.98255280853524e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +5.20039999999972,-44.9104,148.5,5.47250471750175,8.28936877785921e-05,5.47295835359917,8.28902522867003e-05,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,8.28936877785921e-05,8.43973333715139e-05,7.334412383111e-05,9.11962297669369e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +5.45049999999992,-44.9,192.5,7.09398759676153,0.000115901852523003,7.09480980306577,0.000115895136422195,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000115901852523003,0.000104161508771855,0.000112906666423558,0.000113090425690755,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +5.70049999999992,-44.8968,245,9.0287114867874,0.000124151015796579,9.02983241048982,0.000124143309696993,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000124151015796579,0.000106156438294603,0.00012416859065402,0.000119927711340401,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +5.95039999999972,-44.8944,270,9.95000857727591,0.00013073951693707,9.95130943659082,0.000130730971271169,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00013073951693707,0.00011771965483442,0.000134169071425656,0.000130697619663128,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +6.20039999999972,-44.9,329,12.1242697108288,0.000164759854185674,12.1262673037385,0.000164746282771512,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000164759854185674,0.000143944211205316,0.00015974804589376,0.000150889971092624,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +6.45049999999992,-44.8888,363.5,13.3956596957029,0.000199157517747247,13.3983275420365,0.000199137688521629,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000199157517747247,0.000188257081774242,0.000196152786167045,0.000193100023154541,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +6.70049999999992,-44.8944,419,15.4409392365874,0.000214849602421775,15.4442567162434,0.000214826525551166,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000214849602421775,0.000200836952325624,0.000211843133559989,0.000219644161978713,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +6.95049999999992,-44.884,445.5,16.4175141525053,0.000228781257328087,16.4212701720353,0.000228755090887058,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000228781257328087,0.000218528688681966,0.000230254432072654,0.000225800726023789,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +7.20049999999992,-44.8864,503,18.5364974606288,0.000270050523353633,18.5415032514692,0.000270014066274488,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000270050523353633,0.00026046209220023,0.000272578293054419,0.000273780111958568,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +7.45049999999992,-44.8816,546,20.1211284562691,0.000280172248395871,20.126765838069,0.000280133007480747,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000280172248395871,0.00027382684071951,0.000278650621624208,0.000266886311308393,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +7.70049999999992,-44.8816,593.5,21.8715929281972,0.000313551770449091,21.8784508048824,0.000313502623365909,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000313551770449091,0.000307058107307884,0.000308067195527366,0.00030281476898268,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +7.95060000000012,-44.8784,628,23.1429829130714,0.000338058794687618,23.1508066019805,0.000338001665688124,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000338058794687618,0.000325803371137468,0.000335893741506731,0.000337472054031198,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +8.20049999999992,-44.8816,687,25.3172440466243,0.000343669658274545,25.3259448152343,0.000343610617384238,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000343669658274545,0.000337354547363243,0.000342532117300799,0.000334571167077064,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +8.45060000000012,-44.8704,712,26.2385411371128,0.00035712549830526,26.2479115891912,0.00035706174417284,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00035712549830526,0.000348311233086196,0.000355806271357458,0.000346785822373097,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +8.70060000000012,-44.8704,766.5,28.2469687943777,0.000399232556652205,28.2582459039472,0.000399152884539479,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000399232556652205,0.000391362880765494,0.00039686319342909,0.000392015381929705,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +8.95060000000012,-44.8632,806,29.7026181973496,0.000418098872284529,29.7150368285218,0.000418011493305628,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000418098872284529,0.000415112400093616,0.000415963816112972,0.000418918423928757,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +9.20060000000012,-44.868,860,31.6926199128048,0.000448839241936502,31.7068448043014,0.000448738543734253,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000448839241936502,0.000444844450431324,0.000446112463171021,0.000441639441131755,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +9.45060000000012,-44.8656,894.5,32.9640098976789,0.00048101643607827,32.9798661282387,0.000480900784757646,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00048101643607827,0.000468390789460776,0.000478191446297008,0.000470338745786073,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +9.70060000000012,-44.8632,945.5,34.8434559622755,0.000489518002941908,34.8605124612537,0.000489398228090603,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000489518002941908,0.000466637418737347,0.000481111581743185,0.000469927292201352,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +9.95070000000032,-44.8632,983,36.2254015980082,0.000517423095781216,36.244145457449,0.000517289278609227,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000517423095781216,0.000487843421736873,0.000511466945599968,0.00050433742998939,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +10.2006000000001,-44.8656,1039,38.2891070807025,0.000530499477712165,38.3094194320109,0.000530358812610604,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000530499477712165,0.000512992627565368,0.000526012674970019,0.000517133281005148,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +10.4506000000001,-44.852,1073.5,39.5604970655766,0.000570184825939542,39.58305386071,0.000570022332336415,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000570184825939542,0.000551694711818892,0.000561559808649404,0.000552007616446595,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +10.7007000000003,-44.8472,1115,41.0898502357876,0.000583035238440403,41.1138070664173,0.000582865339430622,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000583035238440403,0.000571320423608354,0.000582232061599973,0.000576337539654072,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +10.9507000000003,-44.8472,1154,42.5270736969496,0.000603244579931246,42.5527279236576,0.000603062701061006,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000603244579931246,0.000583277960431068,0.000599841864611473,0.000593567903258155,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +11.2007000000003,-44.8416,1200,44.2222603434485,0.000633925259545119,44.2502939513144,0.000633724413804052,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000633925259545119,0.000631439216356134,0.000623518742660315,0.000611401470707135,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +11.4507000000003,-44.8576,1233,45.4383725028933,0.000642294655609795,45.4675573267115,0.000642088472679481,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000642294655609795,0.000636202665575039,0.0006396546023073,0.000636027582219616,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +11.7007000000003,-44.8392,1282.5,47.2625407420606,0.000665659041974969,47.2940014796523,0.000665437589264044,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000665659041974969,0.000673053551554096,0.000662661646432934,0.000663608455758725,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +11.9507000000003,-44.8448,1310,48.275967541598,0.000693061033064109,48.3094257335346,0.000692820977175621,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000693061033064109,0.000670389632085751,0.000688327798506893,0.000673849016667565,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +12.2008000000005,-44.8392,1358,50.0448579553359,0.000705080048604725,50.0801435862155,0.000704831596446255,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000705080048604725,0.000708105915632033,0.000708088297413922,0.000704931578055378,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +12.4507000000003,-44.8368,1399,51.5557851837371,0.000737363832100535,51.5938005550671,0.000737092112952367,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000737363832100535,0.000730711605131933,0.000735189481363429,0.000729146350961823,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +12.6998000000003,-44.8368,1448.5,53.3799534229043,0.000759700697094351,53.4205062107305,0.000759412270589019,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000759700697094351,0.000750532972023739,0.000757753254429809,0.00074947273205994,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +12.9498000000003,-44.8288,1486,54.7618990586371,0.000778323989000074,54.8045215583576,0.000778021251958908,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000778323989000074,0.00076398802289773,0.000774423314526109,0.000766473669164139,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +13.1998000000003,-44.8336,1537.5,56.6597710650434,0.000820716706815206,56.7062726857608,0.000820380103017166,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000820716706815206,0.000806249524971996,0.000811349959319395,0.000813085779645356,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +13.4498000000003,-44.8288,1573.5,57.9864388753469,0.000827841139226995,58.0344424349652,0.000827498667746126,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000827841139226995,0.000816724598135817,0.000823332373156602,0.000815542083305967,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+14.4499000000005,-44.8232,1731.5,63.8090364872342,0.000914088980792582,63.8673636243622,0.000913671455877434,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000914088980792582,0.000910518644050006,0.000912096409270689,0.000907805038453181,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +14.6999000000005,-44.8152,1792,66.0385754462164,0.000941618879106328,66.1007586156058,0.000941175834147373,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000941618879106328,0.000916358196330865,0.000938727615315752,0.000916421007555283,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +14.9499000000005,-44.8232,1818.5,67.0151503621342,0.000951715022703493,67.0789296874826,0.00095126242909852,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000951715022703493,0.000935208812907813,0.000938535357189268,0.000929441109720057,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +15.1999000000005,-44.8208,1861,68.5813554159647,0.000993873243940432,68.6495165901458,0.000993379678928305,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000993873243940432,0.000976996227619274,0.000991685255734178,0.000983553212808718,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +15.4499000000005,-44.8072,1887.5,69.5579303318825,0.000988752691381062,69.626705922705,0.000988264197411933,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000988752691381062,0.000968936742447972,0.000981766027027914,0.00096634188534101,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +15.6999000000005,-44.8184,1947,71.7506174072452,0.000994909292459895,71.8220027632434,0.000994414698233566,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.000994909292459895,0.000979712823461234,0.000995393554928353,0.000993185767544724,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +15.9499000000005,-44.8048,1985,73.1509889847877,0.00102344965784818,73.2258553394354,0.00102292629031032,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00102344965784818,0.00101601437011476,0.00102156757486148,0.00101618875870208,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +16.1999000000005,-44.8,2032.5,74.9014534567159,0.0010833358204183,74.982596884247,0.00108274943563129,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0010833358204183,0.00106349083318229,0.00107260472533218,0.00107395396417709,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +16.4499999999998,-44.8024,2057,75.8043246053946,0.00109680871474553,75.8874674492372,0.00109620765952215,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00109680871474553,0.00107696845964513,0.00108814969848535,0.00108075079307282,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+21.9502000000002,-44.752,2964,109.228983048318,0.00157050033042699,109.400527202288,0.00156926838446203,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00157050033042699,0.00156423244127156,0.00155979505735773,0.00155599753234946,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +22.2002000000002,-44.7496,3012,110.997873462056,0.00158599842247766,111.173915914265,0.00158474205520196,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00158599842247766,0.00157859051569428,0.00158583391309324,0.0015829361172706,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +22.4502000000002,-44.7472,3056.5,112.637782283125,0.00160266473384645,112.818302884489,0.00160138183724115,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00160266473384645,0.00159533407732447,0.00159588644264225,0.00158618792083806,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+24.9503000000004,-44.7232,3448,127.065294720175,0.00181265428808973,127.295620171517,0.0018110134128993,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00181265428808973,0.00180516664923337,0.00180548613643647,0.00180659404026932,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +25.2003000000004,-44.7232,3498.5,128.926314842962,0.00185039544650278,129.164879508882,0.00184868557381739,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00185039544650278,0.00183906765828689,0.00184409424249315,0.00183774287754879,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +25.4503000000004,-44.7208,3532,130.160852944217,0.0018660726086679,130.403742546617,0.00186433365817998,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0018660726086679,0.00185928033538298,0.00186096863657712,0.00186717326664602,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +25.7003999999997,-44.7208,3569.5,131.54279857995,0.00188183504231604,131.790340427882,0.00188006660900502,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00188183504231604,0.00188142698791233,0.00187852335830799,0.00188293889103972,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +25.9503999999997,-44.7152,3608.5,132.980022041112,0.00190771493743206,133.23371001554,0.00190589756028205,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00190771493743206,0.00190186542089567,0.00190437029499623,0.00190569081186789,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +26.2003999999997,-44.708,3653.5,134.638356803991,0.00194170415058934,134.899784660226,0.00193982147975108,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00194170415058934,0.00194311102147779,0.00194229307592284,0.00194618297922572,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +26.4503999999997,-44.7128,3689.5,135.965024614294,0.00195040610543829,136.230211628428,0.00194850653300763,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00195040610543829,0.00194176401135116,0.00194623606123771,0.00194420786929337,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +26.7003999999997,-44.7024,3732,137.531229668125,0.0019755569293739,137.802930441901,0.00197360808306563,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0019755569293739,0.00195923751701645,0.00196673303247023,0.00196898290817373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +26.9503999999997,-44.708,3770,138.931601245667,0.00198464260589653,139.207330820805,0.00198267580459509,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00198464260589653,0.00196661973452614,0.00197489092602246,0.00197366220697532,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+27.9503999999997,-44.7024,3923,144.569939439457,0.00209334242895823,144.872573827638,0.00209115444063622,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00209334242895823,0.00207585548312133,0.00208594091935875,0.00208133257028047,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +28.2003999999997,-44.692,3960.5,145.95188507519,0.00213376111194021,146.263311531778,0.00213148787681835,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00213376111194021,0.00211094547318063,0.00212452692295763,0.00211755328552143,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +28.4503999999997,-44.6896,3995.5,147.241701001874,0.0021497623057409,147.558235660521,0.00214745487311804,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0021497623057409,0.00214942180154704,0.00214322230014991,0.00214558188357119,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+30.2004999999999,-44.6704,4216,155.367541339982,0.00230971029013622,155.726395348968,0.00230704700947345,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00230971029013622,0.00230115233329993,0.00230396679229004,0.00230638259334751,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +30.4504999999999,-44.668,4240.5,156.270412488661,0.0023721375429021,156.64110740097,0.00236932846610808,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0023721375429021,0.00238146122755522,0.00236613091808422,0.00238220756724217,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +30.7004999999999,-44.668,4269.5,157.339117113628,0.00241417638406284,157.718961494453,0.00241126694191964,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00241417638406284,0.00241152438652727,0.00240565855180026,0.00241994150965953,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +30.9504999999999,-44.668,4293,158.205136378687,0.00245263808650789,158.593156321651,0.00244963527858147,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00245263808650789,0.00246111542973762,0.00244621926897409,0.00246392169369645,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +31.2006000000001,-44.66,4317.5,159.108007527366,0.00248582148415015,159.503521630778,0.00248273694061679,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00248582148415015,0.00251138374060957,0.00247710382663243,0.00250533861574779,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +31.4506000000001,-44.6632,4340.5,159.955600850615,0.00250752307659514,160.356693210979,0.00250438448623563,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00250752307659514,0.00253621688819597,0.00249742762532705,0.00252203301215895,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +31.7006000000001,-44.6656,4365,160.858471999294,0.00256757125498304,161.27148758812,0.00256428067523684,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00256757125498304,0.00257090804285453,0.00255853351406372,0.00257891397181342,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +31.9506000000001,-44.6576,4375,161.226990835489,0.00260489884670315,161.646970837974,0.00260151197806084,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00260489884670315,0.00262396067633457,0.00259538694794576,0.0026134771484259,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +32.2006000000001,-44.6576,4403,162.258843576836,0.00262948261527629,162.685500385196,0.00262603157417545,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00262948261527629,0.00263803279330023,0.00261851305162883,0.00263786135728854,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +32.4506000000001,-44.6496,4416,162.737918063891,0.00267053230723321,163.172514931692,0.00266697277165933,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00267053230723321,0.00268386123839157,0.00265973752883524,0.00267980222544858,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +32.7007000000003,-44.6552,4442.5,163.714492979808,0.00271608006992267,164.159154651348,0.00271239818979688,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00271608006992267,0.00273488206888732,0.00271001299658918,0.00273652809932855,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +32.9506000000001,-44.6496,4444,163.769770805238,0.00276691466456334,164.222907785691,0.00276309380255946,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00276691466456334,0.00278198979733901,0.00275632624427511,0.0027747779443445,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+34.7007000000003,-44.6312,4556,167.897181770626,0.00307336332047166,168.41319081069,0.00306865019371985,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00307336332047166,0.00310941108566764,0.00307669137923622,0.00312832410683164,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +34.9507000000003,-44.6336,4564.5,168.210422781392,0.00314207934511504,168.738953276446,0.00313715332973311,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00314207934511504,0.00319918667679067,0.00313560068402736,0.00319928046938583,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +35.1998000000003,-44.6368,4581,168.818478861115,0.00319142168880171,169.357249816023,0.00318633991179558,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00319142168880171,0.00324531612973144,0.00318397964347517,0.00324004872962596,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +35.4498000000003,-44.6264,4592,169.22384958093,0.00323720394806967,169.771661694901,0.00323197548406648,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00323720394806967,0.00329091881893566,0.00322816910669143,0.00328664440888446,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +35.6998000000003,-44.6232,4605.5,169.721350009793,0.0032838474493167,170.278689032117,0.00327846739724413,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0032838474493167,0.00333546798066623,0.00326986960078047,0.00334220205908373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +35.9498000000003,-44.6288,4621.5,170.310980147706,0.00332708009124048,170.877618419075,0.00332155760605049,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00332708009124048,0.00336872934803965,0.00331396360018509,0.00337457546044554,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +36.1998000000003,-44.6232,4629.5,170.605795216662,0.00340135155300689,171.186085503174,0.00339558004040608,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00340135155300689,0.00347099676491814,0.00339204782697777,0.00347006838538364,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +36.4498000000003,-44.6184,4629.5,170.605795216662,0.00343085548615408,171.191119045151,0.00342498352819734,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00343085548615408,0.00350418288032922,0.00342793303108683,0.00351012445336359,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +36.6998000000003,-44.6104,4651,171.398110714482,0.00348146411136451,171.99482708569,0.0034754178443624,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00348146411136451,0.00356588948948326,0.00347256349742104,0.00355884031618678,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +36.9498000000003,-44.6128,4661,171.766629550678,0.00353590995331389,172.373980885753,0.00352967332083837,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00353590995331389,0.00359508725088782,0.00352577197277559,0.00360483214241134,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +37.1998000000003,-44.6104,4674.5,172.264129979542,0.00358485578460428,172.881672042379,0.00357844550449136,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00358485578460428,0.0036562670963053,0.00357626928282433,0.00365600968362655,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +37.4498000000003,-44.6128,4677.5,172.3746856304,0.0036503869193545,173.003919928053,0.00364374042695911,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0036503869193545,0.003726552429171,0.00364355114636744,0.00373226618354524,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+38.4499000000005,-44.6024,4707,173.461816197177,0.0038334647935365,174.126775962592,0.00382613579171721,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0038334647935365,0.00394109577392518,0.00383419159128921,0.00394068666682364,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +38.6999000000005,-44.6,4720,173.940890684231,0.00386834083011792,174.613753333692,0.00386087803928325,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00386834083011792,0.00397977528259,0.00386917355834642,0.00398130011707121,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +38.9499000000005,-44.5944,4725,174.125150102328,0.00393583320897912,174.810477650619,0.00392810808069802,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00393583320897912,0.00405818782739327,0.00392581045983245,0.00407614137523011,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+40.6999999999998,-44.5896,4779.5,176.133577759593,0.00427964782877478,176.887367443226,0.00427051618022835,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00427964782877478,0.00438613587945859,0.00427368814109343,0.00438768452690328,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +40.9499999999998,-44.5816,4791,176.557374421218,0.00433780298023836,177.323245526165,0.00432842183215465,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00433780298023836,0.00446454842426159,0.00433652388046107,0.00446008562072318,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +41.1999999999998,-44.5784,4801,176.925893257414,0.00436602784113918,177.698356633194,0.00435652439308942,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00436602784113918,0.00448005032851252,0.00435823370153831,0.00446898255256746,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +41.4499999999998,-44.576,4804,177.036448908272,0.00444051248161336,177.82258146935,0.00443068249543836,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00444051248161336,0.00455304473202413,0.00443065445853051,0.00455099798587004,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +41.6999999999998,-44.5632,4804,177.036448908272,0.00450344283612957,177.833722435842,0.00449333267975048,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00450344283612957,0.00463890722110309,0.00449872562473935,0.00463567019486622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +41.9499999999998,-44.568,4815.5,177.460245569897,0.00455652433434956,178.268847497216,0.00454617480402728,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00455652433434956,0.00467088930511601,0.00454755167658161,0.00467157896694475,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+46.7002000000002,-44.5184,4920.5,181.329693349949,0.00556221620584529,182.338288308901,0.00554680420479463,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00556221620584529,0.00571034466151299,0.00556016063343262,0.00571189621692525,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +46.9503000000004,-44.5232,4924.5,181.477100884427,0.00561802639152406,182.496644026653,0.00560230413912268,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00561802639152406,0.00578341431698692,0.00560576867486628,0.00577328627875931,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +47.2003000000004,-44.5208,4929,181.642934360715,0.00568735210727149,182.676001686222,0.0056712401808756,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00568735210727149,0.00585181835079311,0.00568108946886146,0.0058520213986267,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+48.9503999999997,-44.5104,4960,182.78534275292,0.00604412799249611,183.890120759671,0.00602593551918915,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00604412799249611,0.00621746763601233,0.00603425198097966,0.00621680415473496,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +49.2003999999997,-44.508,4970,183.153861589116,0.00608130635912074,184.267676332295,0.00606288984220913,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00608130635912074,0.00625358857795616,0.00607406593188122,0.00625674556092349,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +49.4503999999997,-44.5024,4968.5,183.098583763687,0.00611358161546815,184.217971899203,0.00609496949467516,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00611358161546815,0.00630122307014467,0.00611022094733027,0.00630819750284155,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +49.7004999999999,-44.4944,4975,183.338121007214,0.00623739580890654,184.481673434797,0.00621802376799407,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00623739580890654,0.006416208068666,0.00623273736903678,0.00641810951196554,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +49.9503999999997,-44.5,4980.5,183.540806367121,0.00623620200814335,184.685403912364,0.00621683736657799,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00623620200814335,0.00644510482222112,0.00623407171602719,0.00643620410558434,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +50.2003999999997,-44.5,4986.5,183.761917668838,0.00632313628514791,184.923869318278,0.0063032291319331,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00632313628514791,0.00651426137565112,0.00631862959208968,0.00651655059784078,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +50.4503999999997,-44.4968,4989.5,183.872473319697,0.00638781470506732,185.047016608626,0.00636749908575817,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00638781470506732,0.00658733103112505,0.00638284848224395,0.00658366982911348,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +50.7003999999997,-44.492,5001.5,184.314695923131,0.00640640388837956,185.495490307778,0.0063859701079233,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00640640388837956,0.00661856059551403,0.00640026351405065,0.00661746588073011,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +50.9503999999997,-44.492,4999.5,184.240992155892,0.00649376452279952,185.437409774399,0.00647277087017258,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00649376452279952,0.0066845565665239,0.0064812548193747,0.00668812072972467,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +51.2003999999997,-44.4864,5003,184.369973748561,0.00653205141870434,185.574287897152,0.006510810020596,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00653205141870434,0.00672481636639878,0.00652368855739131,0.00673765387196666,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +51.4504999999999,-44.484,5006.5,184.498955341229,0.00656940032829516,185.711002839018,0.00654791586000883,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00656940032829516,0.00676018478871894,0.00656286845459088,0.0067574474249284,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +51.7004999999999,-44.484,5011,184.664788817517,0.00663531518471935,185.890097894841,0.00661339837744959,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00663531518471935,0.00681767728797947,0.00662963674965323,0.00682253535112319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +51.9504999999999,-44.4816,5014.5,184.793770410185,0.00667722611865534,186.027680200533,0.00665503218549704,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00667722611865534,0.00686425825269461,0.0066653839294072,0.00685064274581571,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +52.2004999999999,-44.4736,5023,185.107011420952,0.0067153424715938,186.350068396537,0.00669289499828136,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0067153424715938,0.00688728535318383,0.00671445890429476,0.00690230167972913,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +53.2505000000001,-44.4712,5034.5,185.530808082576,0.00696088170713516,186.822266090668,0.0069367666135987,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00696088170713516,0.00715751515010137,0.0069533832934608,0.00715963097892746,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +54.3505999999998,-44.46,5052.5,186.194141987728,0.00719478138523521,187.533768134541,0.00716902242523967,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00719478138523521,0.00739410731983373,0.007187334821151,0.00739312982851641,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +55.3505999999998,-44.4552,5072.5,186.931179660119,0.00739167323967682,188.312913858474,0.0073644887003321,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00739167323967682,0.0076026305075971,0.00738592046620839,0.00760416588015782,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +56.3507,-44.4416,5084,187.354976321743,0.00761551088277304,188.781780182863,0.00758665926704847,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00761551088277304,0.00781521730132932,0.00760514570783268,0.00782204645759346,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +57.3507,-44.4392,5101.5,187.999884285085,0.00782540663838503,189.471059827585,0.0077949469469759,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00782540663838503,0.00803856512568215,0.00782005842210227,0.00803787627134336,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +58.3496999999998,-44.4184,5116.5,188.552662539379,0.00801249227227186,190.063439290892,0.00798056269963664,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00801249227227186,0.00821924508736377,0.00800502024767077,0.00821822029171954,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +59.3498,-44.416,5136.5,189.289700211769,0.00822784540280126,190.847146601454,0.00819418121259288,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00822784540280126,0.00843965808518385,0.0082196821591108,0.00844483794784317,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +60.3499000000002,-44.4024,5144.5,189.584515280726,0.00843722952951468,191.184083351391,0.00840183505662335,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00843722952951468,0.0086444939267904,0.00843038890050074,0.00865192401615017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +61.3499000000002,-44.392,5154.5,189.953034116921,0.00865228420985312,191.596561754625,0.00861506771654085,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00865228420985312,0.00886370289321219,0.00864044490168974,0.00886895567680367,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +62.3499000000002,-44.4,5172,190.597942080263,0.00884269543158033,192.283341631965,0.00880382776225503,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00884269543158033,0.00905943324737066,0.00883843860840773,0.00906835745429435,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +63.3500000000004,-44.3792,5189,191.224424101795,0.00906730051802434,192.958313421512,0.00902643936319109,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00906730051802434,0.00929647692887711,0.00906055066196205,0.00929157824416917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +64.3500000000004,-44.3712,5202,191.703498588849,0.00926530090174597,193.479689187192,0.00922264130158076,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00926530090174597,0.00950763393532392,0.00926608575496166,0.00950875828940727,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +65.3501000000006,-44.3632,5212,192.072017425045,0.00949962693726157,193.89662993567,0.00945478921869238,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00949962693726157,0.00972413383110007,0.00948984640383729,0.00973110142112939,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +66.3501000000006,-44.3552,5225,192.551091912099,0.00966573578630962,194.412239891887,0.0096193214085659,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00966573578630962,0.00990090069073776,0.00966081086550537,0.00990084482696822,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +67.3501999999999,-44.3368,5241.5,193.159147991821,0.00987183696092441,195.065983608307,0.00982342870333612,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.00987183696092441,0.0101177015943635,0.00986236799701038,0.010105729308592,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +68.3501999999999,-44.3288,5256.5,193.711926246114,0.0100746125476988,195.663498848912,0.0100242019342353,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0100746125476988,0.0102848362028161,0.0100668568301759,0.0103035705384116,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +69.3503000000001,-44.3288,5261.5,193.896185664212,0.0102506128887847,195.883740404068,0.010198431646675,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0102506128887847,0.0104661934321594,0.0102433292625465,0.0104743401286275,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +70.3503000000001,-44.316,5276,194.430537976695,0.0104815280649769,196.468467117186,0.0104269776993826,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0104815280649769,0.0107315318515219,0.0104731421814936,0.0107289958237519,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +71.3503000000001,-44.308,5284.5,194.743778987461,0.0106672919908759,196.821167741327,0.0106107978363056,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0106672919908759,0.0109184577260815,0.0106576329919654,0.0109064623719278,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +72.3504000000003,-44.3048,5305.5,195.517668543472,0.0108520326589781,197.639432667913,0.0107935719175263,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0108520326589781,0.0110910104758257,0.0108474275957518,0.0110993800463063,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +73.3504000000003,-44.2864,5310.5,195.701927961569,0.0110510136647551,197.864632641691,0.0109903973852768,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0110510136647551,0.0112868160819465,0.0110511804270632,0.0112946909622874,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +74.3505000000005,-44.2792,5323.5,196.181002448623,0.0112484171480952,198.387728200697,0.0111856241464174,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0112484171480952,0.011491426167666,0.0112391304786906,0.0114901054967271,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +75.3505000000005,-44.2712,5332,196.49424345939,0.0114131190176725,198.73685564628,0.0113484807262223,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0114131190176725,0.0116320720853599,0.0114135130562471,0.0116558084321706,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +76.3505999999998,-44.2576,5353,197.2681330154,0.0115845573344135,199.55339701257,0.0115179701123501,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0115845573344135,0.0118296084866153,0.0115778271599201,0.011822036084892,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +77.3505999999998,-44.2472,5360,197.526096200737,0.0117888678078832,199.854705237455,0.0117199204509532,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0117888678078832,0.012013599534642,0.0117805146616816,0.0120279835293518,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+168.3506,-43.4368,6163.5,227.136584689037,0.0279308021914771,233.480691706434,0.0275478517240385,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0279308021914771,0.0281764417711604,0.0279411345393207,0.0281848497830252,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +169.3507,-43.4264,6170.5,227.394547874374,0.028111833550065,233.787025554411,0.0277239486161056,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.028111833550065,0.0283705165821462,0.0281156044438533,0.0283704750281648,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +170.3507,-43.4104,6177,227.634085117901,0.0282964889466841,234.075330491328,0.0279035388220928,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0282964889466841,0.028553755110549,0.0283041100344397,0.0285595723340428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +171.3497,-43.4104,6175.5,227.578807292472,0.0284950009593042,234.063665624588,0.0280965695830723,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0284950009593042,0.0287754473917294,0.028508153834603,0.0287694498894002,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +172.3498,-43.3976,6193.5,228.242141197624,0.0286756485962182,234.787132633455,0.0282721968577639,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0286756485962182,0.0289546223141636,0.0286815734321809,0.0289591416328583,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +173.3499,-43.3848,6192,228.186863372194,0.028888528853738,234.778846158766,0.0284791213956348,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.028888528853738,0.0291919670035196,0.0289027305594703,0.0291938530573917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +174.3499,-43.3736,6201.5,228.53695626658,0.0290386066639663,235.173351047785,0.0286249747719805,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0290386066639663,0.0293415679047371,0.029048708527297,0.0293453774949729,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +175.3499,-43.3712,6216.5,229.089734520873,0.0292287194355028,235.785734096737,0.0288097056567071,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0292287194355028,0.0295386527942183,0.0292383545934622,0.0295393935477031,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +176.35,-43.3632,6216.5,229.089734520873,0.0294021616320961,235.82546792351,0.0289782081294902,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0294021616320961,0.029719709015712,0.0294125510122061,0.029733518952796,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +177.35,-43.3528,6230,229.587234949737,0.0295969216994607,236.38231036574,0.0291673874929218,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0295969216994607,0.0299318442976697,0.0296041092211351,0.029935084246608,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +178.350100000001,-43.3504,6226.5,229.458253357068,0.0297783367797223,236.291138502422,0.0293435720712145,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0297783367797223,0.0301121479995395,0.0297867711841025,0.0301219150711695,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +179.350100000001,-43.3368,6228,229.513531182498,0.0299452983436015,236.386382347651,0.0295056924269728,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0299452983436015,0.0303110389361179,0.0299591043082702,0.0303050732131237,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +180.350100000001,-43.3184,6239.5,229.937327844122,0.0301278219531433,236.864838717791,0.0296828935255368,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0301278219531433,0.0304790765681192,0.0301375388023142,0.0304974220585957,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +181.3502,-43.316,6244.5,230.12158726222,0.030325353343708,237.100105707962,0.0298746293956241,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.030325353343708,0.0306942971805349,0.0303295629742913,0.0307007852678693,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +182.3503,-43.3032,6253,230.434828272986,0.030496962203415,237.462390521178,0.0300411734579715,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.030496962203415,0.0308874689679721,0.0305047816578924,0.0308866182766952,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +183.3503,-43.2976,6262.5,230.784921167372,0.030693726150632,237.868570337378,0.0302320960629749,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.030693726150632,0.0310949386282621,0.0306836585504872,0.0310828804352741,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +184.3503,-43.2872,6267.5,230.96918058547,0.0308657613677546,238.098220196727,0.0303989941986469,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0308657613677546,0.0312841973136555,0.0308680927993141,0.0312707557717423,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +185.3504,-43.2768,6265.5,230.895476818231,0.0310377965848772,238.061963660083,0.0305658644839794,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0310377965848772,0.0314622434566539,0.0310400766500497,0.0314633149743582,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +186.3504,-43.2736,6275.5,231.263995654426,0.031211281417212,238.482041304465,0.0307341126695111,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.031211281417212,0.0316366775054577,0.0312201243028127,0.0316384012423957,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +187.3504,-43.2608,6285.5,231.632514490621,0.0314051034982626,238.906957581762,0.030922050749552,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0314051034982626,0.0318682277937104,0.0314085834901836,0.0318604536985937,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +188.3505,-43.2504,6289,231.76149608329,0.0315539448719862,239.074485554151,0.0310663496624165,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0315539448719862,0.0320098519869152,0.031562074544138,0.0320120781683816,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +189.3506,-43.24,6292,231.872051734148,0.0317436739218487,239.232522535987,0.0312502582257465,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0317436739218487,0.0322198802139264,0.0317565423450618,0.0322193722976759,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +190.3506,-43.232,6313,232.645941290159,0.0319151122385897,240.070862618287,0.0314164080934331,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0319151122385897,0.0323874663341533,0.0319275313722484,0.0323901373926155,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +191.3506,-43.224,6303.5,232.295848395773,0.0320908141294849,239.750411289693,0.031586661375243,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0320908141294849,0.0325651362173397,0.032096868112194,0.0325709355212193,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +192.3507,-43.2136,6321.5,232.959182300925,0.0323045897375769,240.484833110758,0.031793768607177,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0323045897375769,0.0327865274906707,0.0323087174520377,0.0327862782567661,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +193.3495,-43.2136,6330,233.272423311691,0.0324860474535805,240.850522325006,0.0319695323995947,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0324860474535805,0.0329699917749606,0.03248684830367,0.0329794514683827,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +194.3498,-43.1976,6327,233.161867660832,0.0326576563132875,240.776387800264,0.0321357279624401,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0326576563132875,0.0331539075710246,0.032662017180355,0.0331561349146418,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +195.3498,-43.1872,6333,233.382978962549,0.0328384744931677,241.04691996435,0.0323108124640718,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0328384744931677,0.0333482081378977,0.03284824334314,0.0333607143582983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +196.3498,-43.1744,6335,233.456682729789,0.0330186957726663,241.16511791294,0.0324852884951835,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0330186957726663,0.0335207608876422,0.0330306287703777,0.0335356681906307,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +197.3499,-43.1744,6343,233.751497798745,0.0332081263723378,241.513947077369,0.0326686474547826,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0332081263723378,0.0337371102794934,0.0332177396597122,0.0337336547850561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +198.3499,-43.1632,6356,234.230572285799,0.033385149971221,242.050395069405,0.0328399666992054,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.033385149971221,0.0339163604538899,0.0333962514159919,0.0339187649143615,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +199.35,-43.1504,6354.5,234.17529446037,0.0335227355091772,242.025490919349,0.0329730984552221,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0335227355091772,0.0340153920363859,0.0335337980284963,0.0340329835795687,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +200.35,-43.1448,6353,234.12001663494,0.0337468716024643,242.020834775886,0.0331899410899653,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0337468716024643,0.0342677118662563,0.0337572061399506,0.0342782584046695,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +201.35,-43.1296,6359.5,234.359553878467,0.0339262401671321,242.31049238881,0.0333634390806262,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0339262401671321,0.0344516276623205,0.033945872125688,0.0344691510461002,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +202.350100000001,-43.1216,6367.5,234.654368947424,0.0340841629538041,242.65236669645,0.0335161682803832,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0340841629538041,0.0346069477126791,0.0341016863856337,0.0346221825894539,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +203.3502,-43.116,6379,235.078165609048,0.0342607601952717,243.132122268124,0.0336869301682293,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0342607601952717,0.0347709217387117,0.0342603354937583,0.0347755909884721,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1004.6007,-42.8928,8063,297.136737624354,0.0398012748086721,308.963158574293,0.0390296129800678,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0398012748086721,0.0404471020093027,0.0398242373583621,0.0404982463765699,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1005.6007,-42.8792,8066,297.247293275213,0.0400327016137629,309.146905472398,0.0392521565183209,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0400327016137629,0.0407148484914616,0.0400612060487131,0.0407461541881627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1006.5997,-42.8824,8068,297.320997042452,0.0402177407320558,309.278575815702,0.0394300573277757,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0402177407320558,0.0408843911627106,0.0402421179816827,0.0409221652103733,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1007.5998,-42.8688,8069.5,297.376274867881,0.0404038457438872,309.391420005535,0.0396089509944927,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0404038457438872,0.0410509237554642,0.040421056465255,0.0410895990994049,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1008.5998,-42.8608,8069.5,297.376274867881,0.0405972841032638,309.448943984263,0.0397948599372216,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0405972841032638,0.0412562111088453,0.0406209652979189,0.0412938753352264,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1009.5999,-42.848,8071,297.431552693311,0.0408038542710354,309.567906425017,0.0399933513905425,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0408038542710354,0.0414520167149659,0.0408232079588734,0.0414890154001898,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1010.5999,-42.8448,8066,297.247293275213,0.0409912809908546,309.431840597628,0.0401734139885868,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0409912809908546,0.0416374375502777,0.0410105919196574,0.0416739289311052,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1011.6,-42.8344,8082.5,297.855349354935,0.041175723208766,310.119758776224,0.0403505777012205,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.041175723208766,0.0418120221030065,0.0411914361617804,0.0418514031368745,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1012.6,-42.8264,8086,297.984330947604,0.0413831034556269,310.315847343364,0.0405497367788813,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0413831034556269,0.0420192660074094,0.041410825574961,0.0420683452783831,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1013.6001,-42.8192,8073,297.50525646055,0.0415781193374405,309.874965517183,0.0407369854710312,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0415781193374405,0.0422171034165143,0.0415970647753531,0.0422519824051171,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1014.6001,-42.8008,8082.5,297.855349354935,0.0417787205013963,310.299364745481,0.0409295604161771,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0417787205013963,0.0423989121576318,0.0417960643588028,0.0424489840355045,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1015.6001,-42.8008,8081,297.800071529506,0.0420016201581787,310.308157016967,0.0411434981842646,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0420016201581787,0.0426051025345614,0.0420141673878572,0.0426574566599402,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1016.6002,-42.7976,8084.5,297.929053122175,0.0421679421859345,310.492108209741,0.0413031032673767,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0421679421859345,0.0428035419593655,0.0421831042269588,0.0428345857280202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1017.6002,-42.7792,8094.5,298.29757195837,0.042402353492933,310.946091050632,0.0415280045896995,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.042402353492933,0.0430323831769725,0.0424209998958127,0.0430722054673467,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1018.6003,-42.7712,8096,298.352849783799,0.0426125476987358,311.066424826265,0.0417296282868681,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0426125476987358,0.0432367675068048,0.0426321891683914,0.043281473122072,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1019.6003,-42.7664,8089.5,298.113312540272,0.0428110170756144,310.875846653902,0.0419199679193823,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0428110170756144,0.043433476136474,0.0428374053995547,0.0434859616560547,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1020.6004,-42.756,8094,298.27914601656,0.0430207849240018,311.111349004653,0.0421211038392523,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0430207849240018,0.0436599092912847,0.0430414807197833,0.0436976528404413,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1021.6004,-42.74,8097,298.389701667419,0.0432474791617814,311.294304072371,0.0423384241547402,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0432474791617814,0.043893566634484,0.0432693594353736,0.0439330683585267,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1022.6005,-42.7376,8100.5,298.518683260087,0.0434693981965081,311.495110771817,0.0425511209877139,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0434693981965081,0.0441080347272757,0.0434881697588753,0.0441551063231132,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1023.6005,-42.7296,8105.5,298.702942678185,0.0436873094715299,311.752470575024,0.0427599325973194,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0436873094715299,0.0443368006929201,0.0437166718457847,0.0443840537109363,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1024.6005,-42.7112,8104,298.647664852756,0.0439330618857787,311.768171194775,0.0429953704372214,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0439330618857787,0.0445995052935994,0.0439593039657542,0.0446409018830522,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1025.6006,-42.7088,8115.5,299.07146151438,0.0441606941098723,312.278664843309,0.0432133991769192,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0441606941098723,0.0448540074303788,0.0441834566548408,0.0448899198311105,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1026.6006,-42.7032,8102,298.573961085516,0.0443870472617195,311.826777607338,0.0434301556802539,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0443870472617195,0.045074269924274,0.0444133159079977,0.0451239803304186,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1027.6007,-42.6896,8107.5,298.776646445424,0.0446085825747724,312.104649149798,0.043642253121454,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0446085825747724,0.0453234291717243,0.0446447501017335,0.0453698751471343,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1028.6007,-42.6792,8105.5,298.702942678185,0.0448624784156558,312.103496996778,0.0438852771545436,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0448624784156558,0.0455784580722405,0.0448914965517366,0.045626284926041,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1029.6005,-42.6712,8114,299.016183688951,0.0451023044618304,312.502502644705,0.0441147796315156,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0451023044618304,0.0458356692796657,0.045136291516831,0.0458825408207407,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1030.5998,-42.6608,8107.5,298.776646445424,0.0453475878829222,312.325446677473,0.0443494500946686,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0453475878829222,0.0461064258403199,0.0453734556190848,0.0461479172614137,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1031.5998,-42.6528,8114,299.016183688951,0.0455914216888016,312.64875661129,0.0445826790945281,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0455914216888016,0.0463725920312688,0.0456228858692339,0.046422786776924,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1032.5999,-42.648,8117,299.12673933981,0.0458274957897206,312.834968727498,0.0448084340592066,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0458274957897206,0.0466395107418414,0.0458644205668703,0.0466786211614914,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1033.5999,-42.6424,8120,299.237294990668,0.0460856978404998,313.027854550216,0.0450552913885418,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0460856978404998,0.0469366054893297,0.0461188256457168,0.0469698545266216,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1034.6,-42.6216,8120.5,299.255720932478,0.0463632565179391,313.130190686531,0.0453205869203531,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0463632565179391,0.0473000724676398,0.0463902124467271,0.0473478060642358,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1035.6,-42.6216,8117,299.12673933981,0.0466058112515721,313.067783693779,0.0455523674454016,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0466058112515721,0.0475151425761306,0.0466345616141721,0.0475530934036362,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1036.6001,-42.6112,8119,299.200443107049,0.0468345520049457,313.213361819649,0.0457708983940723,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0468345520049457,0.0477950046242332,0.0468593617458179,0.0478351331948585,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1037.6001,-42.6056,8117.5,299.145165281619,0.0470925835127587,313.232683960082,0.0460173554027639,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0470925835127587,0.0480781777586806,0.0471248161184809,0.0481315869783156,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1038.6001,-42.5872,8127,299.495258176005,0.0473400839924109,313.673388853386,0.0462536967133673,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0473400839924109,0.048349160075222,0.0473643090601,0.0483817805272045,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1039.6002,-42.5824,8130.5,299.624239768673,0.047584685241638,313.88176490883,0.0464872146457825,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.047584685241638,0.0486339887528417,0.0476125350357348,0.0486802649370524,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1040.6003,-42.5744,8133.5,299.734795419532,0.0478358950308044,314.0728776303,0.0467269849264937,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0478358950308044,0.0489412425152518,0.0478701865832948,0.0489782608052906,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1041.6003,-42.564,8127,299.495258176005,0.0480969536762668,313.900067734758,0.046976094669655,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0480969536762668,0.0492329191214486,0.0481370008006071,0.0492822081237081,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1042.6003,-42.5504,8130,299.605813826864,0.0483227951992156,314.083604208914,0.0471915491595715,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0483227951992156,0.0495354320102282,0.0483568731060893,0.0495683591176276,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1043.6004,-42.5456,8128.5,299.550536001434,0.0485792918203329,314.102488904785,0.0474361925542102,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0485792918203329,0.0498181536329015,0.0486132054095203,0.0498702543761153,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1044.6004,-42.5376,8135,299.790073244961,0.0488226566330555,314.426621052998,0.0476682556682872,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0488226566330555,0.0501051646174304,0.0488562663684216,0.0501355770100622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1045.6005,-42.532,8138.5,299.91905483763,0.0490937773135219,314.643214127911,0.0479267222855354,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0490937773135219,0.0503731368554764,0.049126067465417,0.0504075990963131,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1046.6005,-42.5192,8130.5,299.624239768673,0.0493313010296531,314.405093336482,0.04815310512817,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0493313010296531,0.0506544286908643,0.0493598297534266,0.0506764030330399,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1047.6006,-42.5112,8135.5,299.808499186771,0.0495418363213882,314.661562781243,0.0483537225820739,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0495418363213882,0.0508694235473926,0.049573000914195,0.0509179135687012,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1048.6006,-42.5056,8137,299.8637770122,0.0498267283463728,314.805007970304,0.0486251299295288,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0498267283463728,0.051208584141853,0.049864267219324,0.0512521520539554,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1049.6006,-42.4976,8143.5,300.103314255727,0.0500442132639792,315.121748515568,0.0488322711533768,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0500442132639792,0.051461204979573,0.0500813146672409,0.0514938795459092,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1050.6007,-42.4792,8145,300.158592081157,0.0502875354409602,315.252827918347,0.0490639699583105,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0502875354409602,0.0517282741940704,0.0503213504997752,0.0517648176883729,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1051.6007,-42.4744,8145,300.158592081157,0.0505548615404294,315.33306814399,0.0493184641567294,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0505548615404294,0.0520102432971196,0.0505894115022955,0.0520412720398817,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1052.5998,-42.4584,8143.5,300.103314255727,0.0507961372018163,315.347403381381,0.0495481027678814,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0507961372018163,0.052270615086965,0.0508274895489301,0.0523083047709511,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1053.5998,-42.4584,8148.5,300.287573673825,0.0510587733697159,315.619888843779,0.0497980117106401,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0510587733697159,0.0525591311107415,0.0510868797692574,0.0526041328938192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1054.5999,-42.4456,8143,300.084888313918,0.0512848280713721,315.474690217914,0.0500130619073562,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0512848280713721,0.0528153640426559,0.0513130726940937,0.0528521468390424,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1055.5999,-42.44,8142,300.048036430298,0.0515300688567225,315.509532407876,0.0502463119065078,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0515300688567225,0.0530932695397366,0.051570071229547,0.0531382884979248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1056.6,-42.4272,8143.5,300.103314255727,0.0517632863629581,315.637648050019,0.0504680760333355,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0517632863629581,0.0533622200532935,0.0517940125173711,0.0533967893089791,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1057.6,-42.4272,8143.5,300.103314255727,0.051986399198448,315.704604951403,0.0506801857133585,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.051986399198448,0.0536164964341858,0.0520143286119267,0.0536566541723891,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1058.6001,-42.4112,8150,300.342851499254,0.0522570508857576,316.037883173224,0.0509374294165919,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0522570508857576,0.0538910908449216,0.0522809198917278,0.053944759891374,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1059.6001,-42.4056,8155,300.527110917352,0.0524068728815366,316.276797016653,0.0510798008368839,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0524068728815366,0.0540943463953181,0.052441869517878,0.0541350642713615,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1060.6002,-42.3904,8146.5,300.213869906586,0.0526638811315526,316.02429746539,0.0513239809916868,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0526638811315526,0.0544003208743677,0.0526957830556199,0.0544398018176395,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1061.6002,-42.3824,8153,300.453407150113,0.0528568931335138,316.334440783447,0.0515073199592819,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0528568931335138,0.0546147889671593,0.0528883825254804,0.0546564492842258,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1062.6002,-42.3744,8156.5,300.582388742781,0.0530628237651623,316.532139063551,0.0517028930674611,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0530628237651623,0.0548567240262209,0.0530885406080337,0.0548958969814298,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1063.6002,-42.3584,8154.5,300.508684975542,0.0532596729838624,316.51367926615,0.0518898057739218,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0532596729838624,0.0550894783458716,0.053292932195935,0.0551276840031451,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1064.6003,-42.3536,8158.5,300.656092510021,0.0534789486026135,316.734864228427,0.052097971720372,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0534789486026135,0.0553591061270901,0.0535091036156257,0.0553854001543756,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1065.6004,-42.348,8151.5,300.398129324684,0.0536950265407491,316.528014851564,0.0523030596167128,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0536950265407491,0.0555670272991545,0.0537214310691155,0.0556169749721477,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1066.6004,-42.34,8153,300.453407150113,0.0538639067129975,316.637001444449,0.0524633210167099,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0538639067129975,0.0557650152121844,0.0538995845361141,0.0558082758022002,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1067.6004,-42.3296,8160,300.71137033545,0.054033426421369,316.95983603854,0.0526241634885631,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.054033426421369,0.0559325260804489,0.0540658419732265,0.055968127246035,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1068.6005,-42.3192,8163,300.821925986308,0.0542390586028267,317.138224058895,0.0528192352201067,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0542390586028267,0.0561371361661685,0.0542652714829547,0.0561765911344162,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1069.6005,-42.3112,8153.5,300.471833091923,0.0543821867871837,316.812148443415,0.0529549904534276,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0543821867871837,0.0562891451301822,0.0544205874841101,0.05632637988267,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1070.6006,-42.2984,8153,300.453407150113,0.0545772879404806,316.851339264843,0.0531400116984459,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0545772879404806,0.0564660624937447,0.0546130955543717,0.0564979491336468,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1071.6006,-42.2952,8169.5,301.061463229835,0.0547435673324949,317.542641713377,0.053297673243339,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0547435673324949,0.0566138573478651,0.0547825126791257,0.0566445187651948,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1072.6007,-42.2872,8172.5,301.172018880694,0.0549340211899636,317.71660894771,0.0534782258159426,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0549340211899636,0.0567505149115527,0.0549701539891466,0.0567819274643508,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1073.6007,-42.2768,8174.5,301.245722647933,0.0551104905242066,317.84752219138,0.0536454917988873,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0551104905242066,0.0568771639642432,0.055143916214209,0.0569183596556486,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1074.5998,-42.2688,8161.5,300.766648160879,0.0552748513078514,317.391479916332,0.0538012555646026,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0552748513078514,0.0569902676637052,0.0553233860260181,0.0570311487115996,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1075.5998,-42.2536,8171.5,301.135166997075,0.0554503400200388,317.833214399054,0.0539675384263534,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0554503400200388,0.0571026940955053,0.0554915087011958,0.0571360968409221,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1076.5998,-42.2504,8171.5,301.135166997075,0.0556170457694685,317.883415362748,0.0541254734604489,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0556170457694685,0.0571875783090735,0.0556535817976366,0.0572177371726114,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1077.5999,-42.24,8174.5,301.245722647933,0.0557843910550215,318.050531843778,0.0542839893001986,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0557843910550215,0.0572738170579645,0.0558202653247068,0.0573187971228773,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1078.5999,-42.2296,8174.5,301.245722647933,0.0559303758340617,318.094509134035,0.0544222511351411,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0559303758340617,0.0573703653257018,0.0559633352885735,0.0574088911797754,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1079.6,-42.2216,8174.5,301.245722647933,0.0560901745933615,318.142647826759,0.0545735742456785,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0560901745933615,0.0574518632009626,0.056129669091777,0.0574808368741147,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1080.6,-42.2056,8178,301.374704240602,0.0562234112856809,318.319018188222,0.0546997266251234,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0562234112856809,0.0574885861586055,0.0562616805890015,0.05752535330271,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1081.6001,-42.2056,8183,301.558963658699,0.0563745976251893,318.559228895227,0.0548428549809475,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0563745976251893,0.057571739577039,0.056405776802434,0.0576032876477245,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1082.6001,-42.1952,8186,301.669519309558,0.0565165320087829,318.718834353691,0.0549772058538499,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0565165320087829,0.0576330699263811,0.0565468228021125,0.0576718439863211,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1083.6002,-42.1872,8189.5,301.798500902226,0.0566182608881025,318.885807161947,0.0550734882866982,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0566182608881025,0.0576927447325508,0.0566498021422026,0.0577148801841113,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1084.6002,-42.1688,8191,301.853778727656,0.0567503037796585,318.984072367488,0.0551984479306858,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0567503037796585,0.0577536235701187,0.0567794868691406,0.0577872563108752,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1085.6003,-42.1688,8197.5,302.093315971183,0.0568446566756912,319.265706801586,0.0552877298393399,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0568446566756912,0.0577920020709341,0.0568714499505565,0.0578289277523529,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1086.6003,-42.1616,8199,302.148593796612,0.0569444669466414,319.354284409037,0.0553821671414425,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0569444669466414,0.0578717691510601,0.0569711035483201,0.0578913803649273,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1087.6003,-42.148,8205.5,302.388131040139,0.0570401415506618,319.636392837909,0.0554726830361194,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0570401415506618,0.0579229404854806,0.0570652727313776,0.0579479750974168,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1100.5999,-42.0272,8267,304.654521882741,0.0580327016137627,322.334446846446,0.0564112418561338,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0580327016137627,0.0587386717577129,0.0580548381882448,0.0587704283398985,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1101.5999,-42.0272,8261.5,304.451836522833,0.0581212986846874,322.146972648478,0.0564949759047559,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0581212986846874,0.0588139237200959,0.0581470146060815,0.0588500103715028,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1102.6,-42.0168,8266.5,304.636095940931,0.0582023918651006,322.366645373139,0.0565716118001202,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0582023918651006,0.0588763828488738,0.0582224823283654,0.0589070407966795,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1103.6,-42.0064,8263.5,304.525540290072,0.0582734230105097,322.271285916899,0.0566387338951959,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0582734230105097,0.0589696952822288,0.0583029682297634,0.0589851078556283,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1104.6001,-41.9928,8265,304.580818115502,0.0583861519111471,322.364120031215,0.0567452497488358,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0583861519111471,0.0590434422053642,0.0584087699682481,0.0590828413403137,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1105.6001,-41.9824,8270,304.765077533599,0.0584805474429215,322.587906109248,0.0568344339491124,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0584805474429215,0.0590991286575277,0.0584953751275425,0.059142541079907,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1109.6003,-41.9456,8257,304.286003046545,0.0589164552644482,322.213455732634,0.0572461732942871,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0589164552644482,0.0594806561068097,0.0589334081028844,0.059513641463873,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1110.6003,-41.9376,8255,304.212299279306,0.0589958430151996,322.159560330881,0.0573211412245958,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0589958430151996,0.0595408576767161,0.0590022638726368,0.0595521562240862,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1111.6004,-41.94,8248.5,303.972762035779,0.0591280990854634,321.946093628713,0.0574460216131387,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0591280990854634,0.0596379327081902,0.059141361670054,0.0596668003912567,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1112.6004,-41.9248,8243.5,303.788502617681,0.0592358822400819,321.783682584633,0.0575477823640404,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0592358822400819,0.0597222149060592,0.0592570309095988,0.0597610555142266,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1113.6005,-41.9168,8240.5,303.677946966823,0.0593773476305186,321.709537991594,0.0576813276366295,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0593773476305186,0.0597974668684424,0.0593962270095168,0.0598363106902669,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1114.6005,-41.9008,8240.5,303.677946966823,0.0595153595258906,321.751449160638,0.0578115955780888,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0595153595258906,0.0599118498512646,0.0595286737868368,0.0599283074316149,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1115.6006,-41.8952,8230.5,303.309428130627,0.0596747745635166,321.409349877311,0.0579620445966666,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0596747745635166,0.0600096774023626,0.0596867977747074,0.0600387955624771,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1116.6006,-41.8928,8225.5,303.12516871253,0.0597976081348994,321.251328767027,0.0580779541716372,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0597976081348994,0.0600811667666264,0.0598180071252831,0.0601105594734074,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1117.6006,-41.8824,8220.5,302.940909294432,0.059960604574815,321.10542936617,0.058231741937864,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.059960604574815,0.0601624388860001,0.0599756095327484,0.060191391494801,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1118.6007,-41.8664,8222.5,303.014613061671,0.0601143064230744,321.23012636193,0.058376738558249,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0601143064230744,0.0602422059661262,0.0601278644818598,0.0602746061496017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1119.5997,-41.8664,8229,303.254150305198,0.060275256347396,321.532871953256,0.0585285502134813,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.060275256347396,0.0603234780854998,0.0602830597413091,0.0603530502977503,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1120.5998,-41.8584,8219,302.885631469003,0.0604689505212219,321.200807731891,0.0587112164433237,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0604689505212219,0.0604619416962847,0.0604761801736608,0.0604886808011035,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1121.5998,-41.84,8230.5,303.309428130627,0.0606146368500713,321.694418969968,0.0588485861631649,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0606146368500713,0.0605567591688872,0.0606368043290937,0.0605647599171232,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1122.5999,-41.8352,8235,303.475261606915,0.0607833464793537,321.921503581081,0.059007641306013,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0607833464793537,0.0605973952285741,0.0607884077840359,0.0606218489557622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1123.5999,-41.8216,8238.5,303.604243199584,0.0609796840691553,322.11793403195,0.059192711540092,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0609796840691553,0.0607704747420553,0.0609979408853166,0.0607893155163928,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1124.6,-41.8144,8230.5,303.309428130627,0.0611770875524953,321.865015570872,0.0593787519745681,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0611770875524953,0.0608637871754102,0.0611912711987425,0.0608815030892636,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1125.6,-41.8088,8233.5,303.419983781486,0.0613667313308746,322.039876406623,0.0595574467814284,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0613667313308746,0.0610090234628093,0.0613843167014775,0.0610340153246388,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1126.6,-41.8032,8238.5,303.604243199584,0.0615298130422734,322.284955522495,0.059711087534344,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0615298130422734,0.0611196438475125,0.0615395851513764,0.0611312230025444,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1127.6001,-41.7984,8248.5,303.972762035779,0.0617414994990301,322.74049617073,0.0599104840563125,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0617414994990301,0.0612611175367926,0.0617613890426308,0.0612947740250501,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1128.6002,-41.7768,8240.5,303.677946966823,0.061949988275171,322.490792220846,0.0601068296912702,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.061949988275171,0.0614304344521545,0.0619526077435033,0.0614513206507461,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1129.6002,-41.7696,8243.5,303.788502617681,0.0621443219851202,322.667233139732,0.0602898099945011,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0621443219851202,0.0616456550645701,0.0621675353027574,0.0616570057174422,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1130.6002,-41.764,8247,303.91748421035,0.0623335394060842,322.861736688574,0.0604679407483236,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0623335394060842,0.0618157244995558,0.0623514144839896,0.0618191288405495,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1131.6002,-41.7536,8252,304.101743628448,0.0625483382719734,323.122802358017,0.060670115625786,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0625483382719734,0.0620234199157329,0.0625637281871026,0.0620383990152578,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1132.6003,-41.74,8242,303.733224792252,0.0627614743439425,322.795969787454,0.0608706850405776,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0627614743439425,0.0622461657243867,0.0627757404837514,0.0622717952219253,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1133.6004,-41.74,8242,303.733224792252,0.0629716685497453,322.859812751415,0.0610684466525565,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0629716685497453,0.0624794468077743,0.0629899084355775,0.0625049531827477,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1134.6004,-41.7216,8247,303.91748421035,0.0631998550384789,323.125025156103,0.0612830920723434,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0631998550384789,0.0627420761564911,0.063219410160318,0.0627641232466844,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1135.6005,-41.7192,8247,303.91748421035,0.0634341384382527,323.196227977555,0.061503424674418,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0634341384382527,0.0630114781818224,0.0634401118936506,0.0630257995184419,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1136.6005,-41.7064,8245,303.843780443111,0.0636271078044725,323.176481417083,0.0616848669033056,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0636271078044725,0.0632552945399433,0.0636420923036271,0.0632685494555949,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1137.6005,-41.7008,8248.5,303.972762035779,0.0638612206612803,323.384833667165,0.0619049507031745,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0638612206612803,0.0635344793203845,0.0638801498412043,0.0635521035270545,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1138.6006,-41.688,8245.5,303.862206384921,0.0641039033021382,323.340959880194,0.0621330396311152,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0641039033021382,0.0638264569344308,0.0641139940255213,0.063839082943773,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1139.6006,-41.6744,8256.5,304.267577104735,0.0643407874821462,323.844392620938,0.0623556286248642,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0643407874821462,0.064113919430734,0.0643550549925202,0.0641072435312018,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1140.6007,-41.6824,8248.5,303.972762035779,0.0645967724743652,323.608421383409,0.0625961100727634,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0645967724743652,0.0644043920055326,0.0646007688146914,0.0644126805598607,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1141.6007,-41.6616,8245,303.843780443111,0.0648244046984588,323.540272631665,0.0628099073500713,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0648244046984588,0.0646835767859737,0.0648236375344097,0.0646731046463246,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1142.5998,-41.656,8250,304.028039861208,0.0651031145409197,323.821212163944,0.0630716156397048,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0651031145409197,0.0649921098317442,0.0651010947061243,0.0649958308779589,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1143.5998,-41.6432,8243.5,303.788502617681,0.0653872391225565,323.652394081027,0.0633383378830913,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0653872391225565,0.0653360112998347,0.0653841486993869,0.0653111536333072,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1144.5999,-41.6456,8247,303.91748421035,0.0656616427551215,323.873205485605,0.0635958670617179,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0656616427551215,0.065663357336201,0.0656615573933534,0.0656419251591063,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1145.5999,-41.6296,8255,304.212299279306,0.0659383060819885,324.27154298309,0.0638554498493525,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0659383060819885,0.0659470572343851,0.0659260804664086,0.0659274284809336,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1146.6,-41.6192,8251.5,304.083317686638,0.0662228570210407,324.220583756284,0.0641223630130156,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0662228570210407,0.0662774133492466,0.0662171630565729,0.0662696539231391,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1147.6,-41.6112,8247,303.91748421035,0.0665188343388262,324.133720995211,0.0643999187253501,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0665188343388262,0.066644642925676,0.0665154037813388,0.0666293747169935,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1148.6,-41.5928,8249,303.991187977589,0.0668087147455712,324.300448540351,0.064671682345197,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0668087147455712,0.066977256599409,0.0668017368572041,0.066966256176411,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1149.6001,-41.5848,8243.5,303.788502617681,0.0671044362489074,324.17405882474,0.0649488459261905,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0671044362489074,0.0673429811365906,0.0671004382732414,0.0673213935501718,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1150.5999,-41.5824,8252,304.101743628448,0.0673929096761816,324.596044969169,0.065219142283861,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0673929096761816,0.0676710796925807,0.0673913144242347,0.0676667787115529,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1151.6002,-41.5696,8256.5,304.267577104735,0.0676561853802043,324.853160706519,0.0654657649081057,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0676561853802043,0.0680051984055615,0.0676563781137365,0.0680189584551875,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1152.6,-41.5744,8243.5,303.788502617681,0.0679940309961841,324.444307480952,0.0657821515675011,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0679940309961841,0.068419836718292,0.0679864734492363,0.0684296780055561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1153.6003,-41.556,8258.5,304.341280871975,0.0682867679976123,325.123763310976,0.0660562138568764,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0682867679976123,0.0687900763732166,0.0682917327039145,0.0688042530471869,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1154.6003,-41.5456,8265,304.580818115502,0.068522671555565,325.451509477356,0.0662770136666717,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.068522671555565,0.0691415030375455,0.068530940905165,0.0691508645352399,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1155.6004,-41.5376,8255,304.212299279306,0.0689097188172846,325.175483283403,0.0666391746105158,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0689097188172846,0.0696283832341639,0.0689284546581662,0.0696547364294969,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1156.6004,-41.5296,8257,304.286003046545,0.069217889957151,325.348038120922,0.0669274372387477,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.069217889957151,0.070049794223509,0.0692269964561865,0.0700725141142428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1157.6005,-41.5192,8266.5,304.636095940931,0.0695303246711718,325.817542598262,0.0672196032020962,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0695303246711718,0.0704952858408167,0.06955089683938,0.0705233149528763,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1158.6005,-41.5168,8265,304.580818115502,0.0698241702018803,325.847920999827,0.0674943080565375,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0698241702018803,0.0709136867516664,0.069841768307375,0.0709532161476114,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1159.6005,-41.5008,8266.5,304.636095940931,0.0701588607729859,326.009017382477,0.0678071054656667,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0701588607729859,0.071421637497752,0.0701803128407476,0.0714476131021867,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1160.6006,-41.504,8261.5,304.451836522833,0.0704676288132341,325.905835530431,0.0680955892753287,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0704676288132341,0.071887447144903,0.0704928793894424,0.0719408819498987,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1161.6006,-41.488,8258.5,304.341280871975,0.0707995906968811,325.888518989875,0.0684056504234952,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0707995906968811,0.0723803474985119,0.0708277931787788,0.0724244048903559,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1162.6007,-41.4776,8265,304.580818115502,0.0711289944360358,326.245345432563,0.0687132271970983,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0711289944360358,0.0728544348615251,0.0711577878632555,0.0729152590424033,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1163.6007,-41.4696,8268.5,304.70979970817,0.071431793472468,326.475767189961,0.0689958787233998,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.071431793472468,0.073330027263786,0.071478246272919,0.0733927586478192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1164.6005,-41.448,8268.5,304.70979970817,0.0717458909804088,326.571475778695,0.0692889925538285,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0717458909804088,0.0737725088025984,0.0717845903283784,0.0738246408134103,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1165.5998,-41.4432,8276.5,305.004614777126,0.0720793877507514,326.989160671415,0.0696001156442608,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0720793877507514,0.0742548738814737,0.0721201075647533,0.0742832967653111,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1166.5998,-41.4408,8273,304.875633184458,0.0724072139674689,326.950828389913,0.0699058542942561,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0724072139674689,0.0746476891251133,0.0724498972104986,0.074680949524627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1167.5999,-41.4272,8273,304.875633184458,0.0727270246647763,327.048330878753,0.0702040274285217,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0727270246647763,0.0750254539762761,0.0727759904299068,0.0750477063394649,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1168.5999,-41.4192,8280,305.133596369795,0.0730270950137499,327.416616503779,0.0704837149734998,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0730270950137499,0.0753264618258084,0.0730829947986185,0.0753703089648546,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1169.5999,-41.4088,8279.5,305.115170427985,0.0733512971924364,327.495763971969,0.0707858072628456,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0733512971924364,0.075638757469698,0.0734007396320051,0.0756874115702877,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1170.6,-41.404,8280,305.133596369795,0.0737053017544608,327.623560165655,0.071115565281713,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0737053017544608,0.0759954517713936,0.0737655035216104,0.0760471025912717,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1171.6,-41.3928,8281.5,305.188874195224,0.074003538766548,327.773930877849,0.0713932910221646,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.074003538766548,0.0762625962378534,0.074060938220457,0.0763101847112699,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1172.6001,-41.3856,8285,305.317855787892,0.0743690976145302,328.024069208441,0.0717336033546898,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0743690976145302,0.0765816645583576,0.0744256534857614,0.076647467932751,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1173.6001,-41.372,8286.5,305.373133613322,0.0746478500927328,328.168581513637,0.0719930266040629,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0746478500927328,0.0768292435145978,0.0747180117063916,0.0768977049410901,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1174.6002,-41.372,8294.5,305.667948682278,0.0749846298151741,328.588346660582,0.0723063636310613,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0749846298151741,0.0770986455399291,0.0750448151188585,0.0771619429214054,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1175.6002,-41.3592,8283,305.244152020653,0.0753124133961499,328.23282578439,0.0726112364713504,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0753124133961499,0.0773695526045081,0.0753716618973722,0.0774249131539312,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1176.6002,-41.3456,8281.5,305.188874195224,0.0755967511564945,328.260161573491,0.072875624913863,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0755967511564945,0.0775990710897764,0.075656174725318,0.077652263604549,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1177.6003,-41.3432,8302.5,305.962763751234,0.0758874842780703,329.181508175081,0.0731458877571199,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0758874842780703,0.0778022513882105,0.0759490729492942,0.0778660547925634,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1178.6004,-41.3352,8298,305.796930274946,0.0762206825982222,329.104981036943,0.0734555360619239,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0762206825982222,0.0780626231780561,0.076283736213782,0.0781216251918556,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1179.6004,-41.3296,8281.5,305.188874195224,0.0765301754460764,328.545032281575,0.0737430684986942,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0765301754460764,0.0782680610353616,0.0765932516023184,0.0783362170893562,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1180.6004,-41.3112,8293,305.612670856849,0.076835831077192,329.094674409855,0.0740269548721602,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.076835831077192,0.0784990845598777,0.0768957858821864,0.0785548714161166,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1181.6005,-41.3008,8293,305.612670856849,0.0771321068451684,329.185220038617,0.0743020525322775,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0771321068451684,0.0787474160357418,0.0771982018387513,0.0787941242435004,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1182.6005,-41.2984,8302.5,305.962763751234,0.0774460338101431,329.658366297357,0.074593457110531,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0774460338101431,0.0789566164911667,0.0774942925870595,0.0790024409776509,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1183.6006,-41.2856,8301,305.907485925805,0.0777412863203223,329.689127376693,0.0748674495466118,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0777412863203223,0.0791763522213251,0.0777758381658496,0.0792048435551952,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1184.6006,-41.2776,8303,305.981189693044,0.078018717090537,329.853449566732,0.0751248351287799,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.078018717090537,0.0793863051963739,0.0780570841119854,0.0794364333793376,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1185.6007,-41.2616,8302.5,305.962763751234,0.0782634888827304,329.908477110608,0.0753518664445944,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0782634888827304,0.0796135661227705,0.0782960449258157,0.0796476039376944,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1186.6007,-41.2616,8308,306.165449111142,0.0784565008846916,330.186118940192,0.0755308530570356,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0784565008846916,0.0797648225671606,0.0784693136729326,0.0797998124689176,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1187.5998,-41.2488,8311,306.276004762,0.0787277921081242,330.38843839261,0.0757823765135563,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0787277921081242,0.0800695930148119,0.0787407871736625,0.0800977232963812,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1188.5998,-41.2408,8307.5,306.147023169332,0.0789059242362874,330.303836984696,0.0759474945567334,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0789059242362874,0.0802885762253466,0.0789239179031454,0.0803145199249558,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1189.5998,-41.2328,8316,306.460264180098,0.0790981261591591,330.700696818985,0.0761256239011567,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0790981261591591,0.0805369077012106,0.0791068616321495,0.0805579854585373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1193.6,-41.196,8314.5,306.404986354669,0.0797716856040419,330.847428593664,0.0767496165690498,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0797716856040419,0.0814512190441647,0.0797897289601691,0.081500370531342,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1194.6001,-41.1856,8321,306.644523598196,0.0799424417489181,331.158435563569,0.0769077450389889,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0799424417489181,0.0816890152452952,0.0799530337969705,0.0817360100370997,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1195.6001,-41.1776,8319.5,306.589245772767,0.0800915815728325,331.14446335993,0.0770458352936248,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0800915815728325,0.0819275639660495,0.0801106574014403,0.0819779759224692,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1196.6002,-41.1672,8324.5,306.773505190864,0.0802460082286981,331.390854412757,0.0771888005939163,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0802460082286981,0.0821495572550794,0.0802646489808813,0.0821896201203383,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1197.6002,-41.164,8322.5,306.699801423625,0.0804441365196444,331.372002119895,0.0773721941193446,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0804441365196444,0.0824595953400976,0.0804580066770751,0.0825029210268939,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1198.6003,-41.1512,8322.5,306.699801423625,0.0805638576818948,331.408720576583,0.0774829953405285,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0805638576818948,0.0826296647750833,0.0805871274102231,0.0826711416133429,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1199.6003,-41.1432,8332.5,307.068320259821,0.0807228037263639,331.855736006739,0.0776300799893109,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0807228037263639,0.0828478954659941,0.0807435284355389,0.0829009978315143,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1200.6003,-41.1304,8327.5,306.884060841723,0.0808694706772688,331.701612401284,0.0777657826866852,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0808694706772688,0.0830713937942717,0.0808985356698263,0.0831317558393886,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1201.6003,-41.1248,8321,306.644523598196,0.0810424865164468,331.495758267245,0.0779258408601659,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0810424865164468,0.0833475684962175,0.0810647958593826,0.083398097101909,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1202.6004,-41.1168,8332.5,307.068320259821,0.0812120488605598,332.005967688292,0.0780826793282431,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0812120488605598,0.0835605315497616,0.0812269465941547,0.0836242004982767,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1203.6005,-41.1064,8329.5,306.957764608962,0.081363618921742,331.932959193675,0.0782228548270136,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.081363618921742,0.08378026727992,0.0813876555903969,0.0838467731132795,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1204.6005,-41.0936,8332,307.049894318011,0.0815327975441812,332.084531187404,0.0783792919282049,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0815327975441812,0.0840398865501415,0.081554947043048,0.0841073759891615,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1205.6006,-41.0904,8339,307.307857503348,0.0816607047688077,332.402833728064,0.0784975497027762,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0816607047688077,0.0842024307888891,0.0816762710301113,0.084268057845201,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1206.6006,-41.0752,8342.5,307.436839096016,0.0818322283570318,332.595080718285,0.0786561114303949,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0818322283570318,0.0844372169115241,0.0818463096541006,0.0845097180670087,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1207.6006,-41.072,8331,307.013042434391,0.0819629921763413,332.176750029476,0.0787769766751536,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0819629921763413,0.084645664847325,0.0819900950982104,0.0847194648174282,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1208.6007,-41.0536,8344,307.492116921445,0.0821137521584345,332.741448401005,0.0789163062832478,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0821137521584345,0.0848292796355398,0.0821356956129762,0.0849010625250252,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1209.6005,-41.0488,8345.5,307.547394746875,0.0822810121725043,332.852705677665,0.0790708622054476,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0822810121725043,0.0850587981208081,0.0823100977047397,0.0851341639781535,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1210.5998,-41.0384,8339,307.307857503348,0.0824395744952993,332.642186514986,0.0792173590088273,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0824395744952993,0.085254453223004,0.0824652750002518,0.0853365959453529,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1211.5998,-41.0272,8334,307.12359808525,0.0825943848728389,332.490282749034,0.0793603686619865,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0825943848728389,0.0854847242278962,0.082627844086847,0.0855624373612113,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1212.5999,-41.0272,8352,307.786931990402,0.0827342301050971,333.251446845038,0.0794895363379551,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0827342301050971,0.0856307130349193,0.082765055538287,0.0857126106980414,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1213.5999,-41.0168,8349,307.676376339543,0.0829030676416039,333.183691778944,0.079645460450478,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0829030676416039,0.0858564689220684,0.0829309339339538,0.0859270206204901,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1214.6,-41.0064,8349,307.676376339543,0.0830279903643224,333.222127549592,0.0797608128966193,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0830279903643224,0.0860333110336686,0.0830573266199359,0.0860934162307668,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1215.6,-40.9984,8339,307.307857503348,0.0831767891023044,332.868738356385,0.0798981948649598,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0831767891023044,0.0861800523603154,0.0832175325244239,0.0862802502959191,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1216.6,-40.9904,8350.5,307.731654164972,0.0833396576349954,333.377904866532,0.0800485454734153,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0833396576349954,0.0863636671485302,0.0833696368679637,0.0864365128586466,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1217.6001,-40.9776,8352,307.786931990402,0.0834833400839924,333.482013107165,0.0801811658575989,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0834833400839924,0.0865036357985626,0.0835164007278369,0.0865759713106342,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1218.6001,-40.9752,8348.5,307.657950397733,0.0836462086166832,333.392371499283,0.0803314739304088,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0836462086166832,0.0866586548410717,0.0836814430931963,0.0867281699806741,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1219.6002,-40.9592,8357,307.971191408499,0.0837967127843272,333.778164880804,0.0804703510988913,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0837967127843272,0.0867865831771228,0.0838295859381139,0.0868660025848481,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1220.6002,-40.9456,8348.5,307.657950397733,0.0839297362979386,333.479601044579,0.0805930820032771,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0839297362979386,0.0869077388365595,0.0839703504425216,0.0869747637181295,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1221.6003,-40.9384,8357,307.971191408499,0.0840917521157987,333.86902849523,0.0807425416087538,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0840917521157987,0.0870341621333631,0.0841345835413321,0.0871160139540367,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1222.6003,-40.9352,8362,308.155450826597,0.0842622950819673,334.121336355264,0.0808998433803356,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0842622950819673,0.0871064040172509,0.0843038065435337,0.087178208961336,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1223.6003,-40.9272,8363.5,308.210728652026,0.0844021403142253,334.224373818064,0.0810288123717288,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0844021403142253,0.0872621755793838,0.0844490239595676,0.087324857578714,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1224.6004,-40.9168,8357,307.971191408499,0.0845573344134389,334.012414430133,0.0811719170274745,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0845573344134389,0.0873178620315472,0.0846023854746833,0.0873844160927933,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1225.6005,-40.9144,8365,308.266006477456,0.0847014432198513,334.376582121717,0.0813047815875817,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0847014432198513,0.087420957220012,0.0847451335295285,0.0874872910388182,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1226.6005,-40.8904,8375,308.634525313651,0.0848860559807285,334.833292907011,0.0814749639484136,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0848860559807285,0.0874977142216426,0.084931909565441,0.0875770395311347,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1227.6005,-40.8904,8371.5,308.505543720983,0.0850617152358823,334.747554429668,0.0816368657765291,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0850617152358823,0.0875947892531168,0.0851062914098056,0.08766281879179,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1228.6006,-40.8856,8373.5,308.579247488222,0.0852228783389115,334.877259154824,0.0817853837209521,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0852228783389115,0.0876858441276003,0.0852644932627282,0.0877429489960923,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1229.6006,-40.872,8378.5,308.763506906319,0.0853738088639706,335.123823529108,0.081924451956145,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0853738088639706,0.0877535708937452,0.0854140674443515,0.0878212675140504,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1230.6007,-40.8696,8380,308.818784731749,0.0855639642712486,335.242544194827,0.0820996346906457,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0855639642712486,0.0878378530916142,0.0856044720720449,0.087888632435917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1231.6007,-40.8568,8375.5,308.652951255461,0.0856897397087978,335.101342308894,0.0822154898184544,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0856897397087978,0.0878882719064107,0.0857351593869903,0.0879394197349018,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1232.5997,-40.8352,8385,309.003044149846,0.0858641198917052,335.53531857963,0.0823760938785482,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0858641198917052,0.0879484734763171,0.085903162458378,0.08801732909579,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1233.5998,-40.8384,8390,309.187303567944,0.0860325310707966,335.787469868849,0.0825311760085881,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0860325310707966,0.0880207153602049,0.0860724748351975,0.0880725210952237,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1234.5999,-40.8272,8380,308.818784731749,0.0862030740369652,335.439913295986,0.0826881966983495,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0862030740369652,0.0880989774010833,0.0862505678300474,0.0881568837912048,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1235.5999,-40.82,8388.5,309.132025742515,0.0863574154213478,335.827868509604,0.0828302791723621,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0863574154213478,0.0881576739317421,0.0864063033219395,0.0882072562460871,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1236.5999,-40.8064,8406.5,309.795359647667,0.0865296638171779,336.601847970101,0.0829888225203684,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0865296638171779,0.0881952999129335,0.0865654659663096,0.0882514406430254,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1237.6,-40.7936,8405,309.740081822237,0.086673346266175,336.586291186529,0.0831210535623279,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.086673346266175,0.0882600166005829,0.086713447623394,0.0883206493136297,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1238.6,-40.7936,8399.5,309.53739646233,0.0868647807456991,336.425294538625,0.0832972036630691,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0868647807456991,0.0883382786414613,0.0869005394157805,0.0883947945159276,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1239.6,-40.7904,8405,309.740081822237,0.0870353237118675,336.698410110176,0.0834541041261296,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0870353237118675,0.0884300860355687,0.0870654667236683,0.0884902040890299,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1240.6001,-40.7776,8408,309.850637473096,0.0871730371570487,336.861258606673,0.0835807832870085,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0871730371570487,0.0884812573699891,0.0872006477809717,0.0885418697977993,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1241.6001,-40.7648,8408.5,309.869063414906,0.0873448591954635,336.934533127911,0.0837388155929836,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0873448591954635,0.0885723122444728,0.0873634884043905,0.088626431144884,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1242.6002,-40.7536,8406.5,309.795359647667,0.0874450531880875,336.88543134948,0.0838309569001732,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0874450531880875,0.088600907990178,0.0874742709713782,0.0886602158737162,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1243.6002,-40.7432,8408,309.850637473096,0.0875563324735125,336.98002290482,0.0839332826147733,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0875563324735125,0.0886942204235332,0.0875766702611651,0.0887548563299302,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1244.6003,-40.7304,8409.5,309.905915298525,0.0876769916220768,337.077533637786,0.0840442216550606,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0876769916220768,0.0887009931001476,0.0876839643662833,0.0887621381125655,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1245.6003,-40.728,8421,310.32971196015,0.0878048988467032,337.578180927938,0.0841618114408771,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0878048988467032,0.0888138710437223,0.0878281490453718,0.0888958252824417,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1246.6003,-40.72,8414.5,310.090174716623,0.0879046664819118,337.348548104405,0.0842535218758252,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0879046664819118,0.0889094410359486,0.0879095878734763,0.0889609375290032,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1247.6004,-40.7088,8416,310.145452542052,0.088020209341491,337.444520201115,0.084359723023642,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.088020209341491,0.0890042585085514,0.0880341190101944,0.0890474590246447,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1248.6005,-40.7016,8419.5,310.274434134721,0.0881157134025454,337.614487249073,0.0844474970088214,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0881157134025454,0.0890674701569531,0.0881288828708835,0.0891295671308139,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1249.6005,-40.6904,8416,310.145452542052,0.0881997058133834,337.50019021562,0.0845246847272359,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0881997058133834,0.0891412170800885,0.0882157591769742,0.0892001265935737,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1250.6006,-40.6776,8419.5,310.274434134721,0.0882900935854528,337.668592961649,0.0846077430279421,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0882900935854528,0.089209696365857,0.0883000298778202,0.0892573077859223,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1251.6006,-40.6752,8424.5,310.458693552818,0.0883736596388752,337.895064468785,0.0846845266407896,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0883736596388752,0.0892714029750112,0.0883797439053566,0.0893288948456779,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1252.6007,-40.6616,8419.5,310.274434134721,0.0884559466200516,337.720052918109,0.0847601292336422,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0884559466200516,0.0893368721822843,0.0884570065618151,0.0893823967490462,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1253.6007,-40.6568,8423,310.403415727389,0.0885117994414718,337.877780606199,0.0848114417269333,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0885117994414718,0.089382775879338,0.0885140918127528,0.089433029359635,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1254.5995,-40.6488,8426,310.513971378248,0.0885936600652328,338.023540604038,0.0848866430668061,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0885936600652328,0.0894640479987118,0.0886050140711338,0.0895231683985468,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1255.5998,-40.6384,8428,310.587675145487,0.0886763734038244,338.129463801314,0.0849626220104923,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0886763734038244,0.0895287646863612,0.0886830069774577,0.0895944759903578,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1256.5998,-40.6248,8434,310.808786447204,0.0887454433051228,338.391649983588,0.0850260639221986,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0887454433051228,0.0895754209030387,0.0887420672413917,0.0896193805219292,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1257.5999,-40.62,8436,310.882490214443,0.088822613997314,338.495885641284,0.0850969417916318,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.088822613997314,0.0896867938073655,0.0888229804642119,0.0897271326197682,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1258.5999,-40.5984,8442.5,311.12202745797,0.088911722697137,338.784422888284,0.0851787779443445,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.088911722697137,0.0897289349063,0.088914405349178,0.0897882415920744,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1259.6,-40.6016,8441,311.066749632541,0.0889786608113581,338.745052437787,0.0852402485442875,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0889786608113581,0.0898192372611597,0.0889834571016619,0.0898721793051159,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1260.6,-40.5936,8446,311.251009050638,0.0890677695111813,338.973442184883,0.0853220729706471,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0890677695111813,0.0899110446552671,0.0890702185533466,0.0899569402441863,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1261.6,-40.5832,8427.5,310.569249203677,0.0890971881728453,338.240096040676,0.0853490853064778,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0890971881728453,0.089924590008496,0.0890966135634657,0.0899728790734892,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1262.6001,-40.572,8427.5,310.569249203677,0.0891743588650365,338.264062884611,0.0854199402853517,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0891743588650365,0.090013387324108,0.0891816247032607,0.0900679799142376,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1263.6001,-40.5648,8428,310.587675145487,0.0892613357777825,338.311145905089,0.0854997929181433,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0892613357777825,0.0900908968453626,0.0892628221921206,0.0901427478239329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1264.6002,-40.5616,8424.5,310.458693552818,0.0892890490097849,338.179255056969,0.085525234819508,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0892890490097849,0.0901127199144536,0.0892934807311105,0.0901643275967485,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1265.6002,-40.5464,8413,310.034896891194,0.0893338165384041,337.731497490575,0.0855663319082547,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0893338165384041,0.0901413156601593,0.0893337911671577,0.090202957615018,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1266.6002,-40.5384,8414.5,310.090174716623,0.0893900957172397,337.809165115517,0.0856179944236672,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0893900957172397,0.0902067848674325,0.0893932554753112,0.0902588222454877,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1267.6003,-40.5248,8411.5,309.979619065764,0.0894041655119487,337.69308823405,0.0856309096354973,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0894041655119487,0.0902549461233577,0.0894151325374887,0.0902834150901432,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1268.6004,-40.5248,8408,309.850637473096,0.0894830416338017,337.577014966361,0.0857033100072365,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0894830416338017,0.0902797792709439,0.0894739325083686,0.0903332377236248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1269.6005,-40.5144,8411.5,309.979619065764,0.0895099021509733,337.725864437137,0.0857279640725464,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0895099021509733,0.0903256829679977,0.0895171324320891,0.0903808319827996,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1270.6004,-40.4936,8414.5,310.090174716623,0.0895653286149779,337.863503115393,0.085778835619553,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0895653286149779,0.090399429891133,0.0895689397814156,0.0904310838132652,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1271.6005,-40.4984,8406.5,309.795359647667,0.0896122279306743,337.556812028279,0.0858218787534757,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0896122279306743,0.0904355508330768,0.0896225378590407,0.090490178056436,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1272.6005,-40.4856,8414.5,310.090174716623,0.0896412202349229,337.887036361081,0.0858484863096317,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0896412202349229,0.0904490961863058,0.0896416627350822,0.0904969286937326,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1273.6006,-40.4728,8408,309.850637473096,0.0896928094821889,337.642011667905,0.0858958303574668,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0896928094821889,0.0905085452365884,0.0896914877442216,0.0905546322851394,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1274.6006,-40.4648,8404.5,309.721655880427,0.0897030420601589,337.504630604811,0.0859052206460304,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0897030420601589,0.0905025250795979,0.0897036214217213,0.0905543969005508,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1275.6006,-40.4544,8406.5,309.795359647667,0.0897610266686563,337.602909186827,0.0859584306157133,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0897610266686563,0.0905785295616047,0.0897660556790321,0.0906278783938176,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1276.6007,-40.4464,8401.5,309.611100229569,0.0898002515508751,337.414254913127,0.0859944239898065,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0898002515508751,0.0906078778269342,0.0898005882686693,0.0906547629517847,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1277.5997,-40.4384,8404.5,309.721655880427,0.0898339337866933,337.545170607094,0.0860253303098188,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0898339337866933,0.0906236807390346,0.0898321054538326,0.0906803523143396,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1278.5998,-40.4304,8401.5,309.611100229569,0.0898838176042977,337.44012789087,0.0860711012061482,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0898838176042977,0.090679367191198,0.0898785286256194,0.0907270765740581,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1279.5998,-40.4224,8399.5,309.53739646233,0.0899093990492229,337.367717761519,0.0860945726480547,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0899093990492229,0.0906816247500695,0.0899097562531102,0.0907427354923432,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1280.5999,-40.4144,8398.5,309.50054457871,0.089993391460061,337.353548244084,0.086171633341995,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.089993391460061,0.090755371673205,0.0899977282801132,0.0908221226565942,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1281.5999,-40.3984,8398,309.4821186369,0.0900697094374214,337.357083138603,0.0862416478084205,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0900697094374214,0.090777194742296,0.0900765828793612,0.0908342382323131,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1282.6,-40.396,8395,309.371562986042,0.0901635080688141,337.265588401596,0.0863276923936487,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0901635080688141,0.0907786997815437,0.0901624773671564,0.0908241614159426,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1283.6,-40.388,8400,309.55582240414,0.090340446396214,337.521233584677,0.0864899836175889,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.090340446396214,0.0908110581253683,0.0903204158025512,0.0908668731475765,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1284.6001,-40.3728,8390,309.187303567944,0.0905229273700142,337.175843392556,0.0866573310786183,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0905229273700142,0.0908328811944595,0.090493312319583,0.090891777934115,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1285.6001,-40.3648,8391.5,309.242581393373,0.0907271525720012,337.299280257209,0.0868445862718324,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0907271525720012,0.0908870626073752,0.090697601668842,0.0909473080100526,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1286.6002,-40.3568,8391.5,309.242581393373,0.0909156025496174,337.357557014751,0.0870173459756313,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0909156025496174,0.0909103907157141,0.0908825898955854,0.0909679880573222,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1287.6002,-40.3432,8395,309.371562986042,0.0911215331812658,337.561974128015,0.0872060967799945,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0911215331812658,0.0909615620501344,0.091084448359278,0.0910116556118734,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1288.6002,-40.3408,8390,309.187303567944,0.0913091304440514,337.418927401074,0.0873780126775983,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0913091304440514,0.0909818800799779,0.091268219122187,0.0910359644165327,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1289.6003,-40.336,8393,309.297859218803,0.0914928904900979,337.596414381131,0.0875463834640628,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0914928904900979,0.0910202585807933,0.0914653434519384,0.0910804819215304,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1290.6003,-40.3248,8385,309.003044149846,0.0917094800571319,337.341552664899,0.0877447980230305,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0917094800571319,0.0911113134552767,0.0916734472074655,0.0911536230852748,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1291.6004,-40.312,8393,309.297859218803,0.0918830075252083,337.717076744935,0.0879037356173194,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0918830075252083,0.0911173336122674,0.0918549166998394,0.0911673794822291,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1292.6004,-40.3016,8387,309.076747917086,0.0920714575028245,337.533894578045,0.0880763124554371,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0920714575028245,0.0911286214066248,0.0920349836060358,0.0911782867300453,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1293.6005,-40.2936,8393,309.297859218803,0.0922684346287492,337.836288522945,0.0882566663712065,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0922684346287492,0.0911624847896971,0.0922336829815234,0.0912150122475721,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1294.6005,-40.2912,8395,309.371562986042,0.0924466520283955,337.971928216894,0.0884198157000413,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0924466520283955,0.0911737725840547,0.0924203206889307,0.0912101667648351,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1295.6005,-40.2832,8403,309.666378054998,0.0926478927284743,338.356315430653,0.0886040097443042,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0926478927284743,0.091243004389447,0.0926269075461507,0.0912992740394511,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1296.6006,-40.2672,8398,309.4821186369,0.0928649086529238,338.222147313829,0.0888026047148078,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0928649086529238,0.0912874030472531,0.0928431241713791,0.091342183875023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1297.6006,-40.2616,8396.5,309.426840811471,0.093077661003219,338.227567405818,0.0889972597381557,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.093077661003219,0.0913430894994165,0.0930545769836845,0.0913891387866944,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1298.6007,-40.2512,8403,309.666378054998,0.0932695218401586,338.548813066161,0.0891727678541016,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0932695218401586,0.0914010335104514,0.0932460278708769,0.0914501149822469,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1299.6007,-40.2432,8403,309.666378054998,0.0934890959091005,338.616807772806,0.0893735893511774,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0934890959091005,0.0915206841306405,0.0934810722249707,0.0915672469313887,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1300.5998,-40.2304,8406.5,309.795359647667,0.0937108017651197,338.826531183363,0.0895763196613007,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0937108017651197,0.091687743487131,0.0937023201437484,0.0917370758497458,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1301.5998,-40.2248,8403.5,309.684803996808,0.0938894455221813,338.760938530714,0.0897396436119905,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0938894455221813,0.091873615834217,0.0938857155332332,0.0918961017930596,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1302.5999,-40.2224,8403,309.666378054998,0.0940940970815836,338.804156294607,0.0899267122585449,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0940940970815836,0.0921287199866955,0.094089383365877,0.0921473056238016,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1303.5999,-40.2016,8406.5,309.795359647667,0.0943166556524335,339.014221906278,0.0901301096978412,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0943166556524335,0.0924492933464473,0.0943108367425659,0.0924502152002718,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1304.6,-40.196,8408.5,309.869063414906,0.0946185167025517,339.188414567233,0.0904059159947513,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0946185167025517,0.0928308207957294,0.094615754649037,0.092844874813023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1305.6,-40.188,8409.5,309.905915298525,0.0948137883988146,339.28926917518,0.090584292550469,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0948137883988146,0.0931619294302147,0.0948170692819429,0.0931642394287799,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1306.6,-40.1728,8406.5,309.795359647667,0.0950440214031422,339.239556440614,0.0907945646550281,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0950440214031422,0.0935110985356722,0.0950494205814717,0.0935137356861944,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1307.6001,-40.1648,8408.5,309.869063414906,0.0952687117610694,339.389889901053,0.0909997320316434,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0952687117610694,0.0938587626018818,0.0952829397471008,0.0938735007357912,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1308.6001,-40.1592,8411.5,309.979619065764,0.0954763478223794,339.575340993536,0.0911892895166858,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0954763478223794,0.0941815935205052,0.0954833952349407,0.0942047336134033,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1309.6002,-40.1464,8411.5,309.979619065764,0.095722782408493,339.651730692664,0.0914142207735055,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.095722782408493,0.0945713986856493,0.0957394102120751,0.094590969730168,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1310.6002,-40.144,8406.5,309.795359647667,0.0959487518386663,339.519837731271,0.0916204281612852,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0959487518386663,0.0949702340862795,0.0959710979757477,0.0949950453150817,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1311.6002,-40.136,8419.5,310.274434134721,0.0961815429874864,340.117107959368,0.09183281622074,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0961815429874864,0.0953246708291036,0.096206622426479,0.095359041635473,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1312.6003,-40.12,8416,310.145452542052,0.0964185977104607,340.049242162433,0.0920490478258539,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0964185977104607,0.0956813651307992,0.0964256929463899,0.0957081251413764,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1313.6003,-40.1064,8417.5,310.200730367482,0.0966437144258031,340.179681167792,0.092254346795142,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0966437144258031,0.0960425745502378,0.0966596441733834,0.0960789114044234,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1314.6004,-40.1096,8413,310.034896891194,0.0968654202818223,340.066557480591,0.0924564939877531,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0968654202818223,0.0963970112930621,0.0968847196334977,0.0964439699750306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1315.6004,-40.096,8416.5,310.163878483862,0.0970773199172867,340.273756542226,0.0926496618697045,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0970773199172867,0.0967138220546946,0.0970904766614647,0.09677162455744,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1316.6005,-40.088,8421.5,310.34813790196,0.0973049947771216,340.5465618396,0.0928571688835254,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0973049947771216,0.0970953495039768,0.0973209475343296,0.097142509731042,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1317.6005,-40.088,8426.5,310.532397320057,0.0975339487092028,340.819848232817,0.0930657982534308,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0975339487092028,0.0974505387664248,0.0975497976192503,0.0974988000470586,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1318.6006,-40.0728,8418,310.219156309291,0.0977266622609732,340.535839024813,0.0932413706217431,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0977266622609732,0.0977553092140762,0.0977546800051963,0.0978217844227169,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1319.6006,-40.0624,8426.5,310.532397320057,0.097962011554286,340.952775614305,0.0934557446329778,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.097962011554286,0.0981082409176525,0.0979860659682479,0.098176982135915,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1320.6006,-40.0488,8421,310.32971196015,0.098183717410305,340.799036703267,0.0936576491367164,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.098183717410305,0.098448379787624,0.0981941999097782,0.0984947390063917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1321.6007,-40.044,8424.5,310.458693552818,0.0984241829926027,341.015336818705,0.0938765917920844,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0984241829926027,0.0988065791285672,0.0984205908499203,0.0988333444140653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1322.6008,-40.0384,8421,310.32971196015,0.0986527105672685,340.944579214578,0.0940846205380603,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0986527105672685,0.099167036028382,0.098639470615758,0.0991768514994747,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1323.5998,-40.036,8426.5,310.532397320057,0.0989208893815685,341.250538244748,0.0943286886463025,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0989208893815685,0.0995598512720215,0.0988924736081835,0.0995516519036431,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1324.5998,-40.0096,8423,310.403415727389,0.0991562386748811,341.181850902752,0.0945428297164295,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0991562386748811,0.0999052577793599,0.0991051130992738,0.0998728210282228,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1325.5999,-40.004,8424.5,310.458693552818,0.099433370994905,341.328648007449,0.0947949298084819,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.099433370994905,0.100331183886448,0.0993751241688668,0.100266492050998,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1326.5999,-39.996,8428,310.587675145487,0.0996943017331429,341.551496546037,0.0950322336655507,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0996943017331429,0.100699918502125,0.099627860157913,0.100648573722073,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1327.5999,-39.9888,8433,310.771934563584,0.0999548061139654,341.835083028549,0.0952690936093582,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.0999548061139654,0.101099506422379,0.099885150132006,0.101043289145545,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1328.6,-39.9776,8423,310.403415727389,0.100233643863651,341.516281153469,0.0955225607623026,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.100233643863651,0.101502104421128,0.100170149904876,0.101442600869627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1329.6001,-39.9808,8431.5,310.716656738155,0.100509923468844,341.946764127402,0.0957736391802931,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.100509923468844,0.101900187302135,0.100438055769783,0.101832649804871,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1330.6001,-39.9672,8431.5,310.716656738155,0.100771280564497,342.027972130378,0.0960110982531295,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.100771280564497,0.102275694594426,0.100707047890645,0.102227632467405,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1331.6001,-39.9464,8429,310.624527029106,0.101090622268648,342.025753758383,0.0963011634075148,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.101090622268648,0.102709898417376,0.101023905780548,0.102664525625548,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1332.6002,-39.9464,8434,310.808786447204,0.10139589417809,342.323521267425,0.0965783700184222,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.10139589417809,0.103127546808602,0.101319779578157,0.103089850914023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1333.6002,-39.9384,8434.5,310.827212389014,0.101689228079899,342.43499168308,0.096844663772194,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.101689228079899,0.103531649846599,0.101619427595221,0.103499261381482,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1334.6003,-39.9328,8436,310.882490214443,0.101969344901831,342.58297408306,0.0970988926503653,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.101969344901831,0.103919949972496,0.101907852565665,0.103897694817279,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1335.6003,-39.92,8442.5,311.12202745797,0.102262252446226,342.938066771459,0.0973646610446406,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.102262252446226,0.104323300490869,0.102204984308707,0.104311676546572,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1336.6004,-39.9072,8438,310.956193981682,0.102553028203543,342.845693313152,0.0976284253259885,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.102553028203543,0.104695797704665,0.102493487784976,0.104691194953669,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1337.6004,-39.8992,8442.5,311.12202745797,0.102870238120616,343.12722450714,0.0979160888544404,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.102870238120616,0.105114198615515,0.102814152950729,0.105113795822448,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1338.6005,-39.8936,8442.5,311.12202745797,0.103179773604212,343.223527814367,0.0981967130324801,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.103179773604212,0.105494221025549,0.103120306527065,0.10551630614211,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1339.6005,-39.8832,8444,311.177305283399,0.103484192798823,343.379237537964,0.0984726220074551,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.103484192798823,0.105896066504674,0.103431947785745,0.105912784388522,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1340.6005,-39.8752,8443,311.14045339978,0.103823999658914,343.444299727433,0.0987805145472795,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.103823999658914,0.1063137148959,0.103771759511622,0.106346024403413,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1341.6006,-39.8624,8446,311.251009050638,0.1041028374086,343.653122239099,0.0990330933433582,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.1041028374086,0.106653101246248,0.104058393673822,0.106706254362369,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1342.6006,-39.8568,8441,311.066749632541,0.104402566671641,343.542916700383,0.0993045251128505,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.104402566671641,0.107049679088007,0.104364990439044,0.107090336255968,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1343.6006,-39.844,8444.5,311.195731225209,0.104732993668592,343.788191773312,0.0996036710822939,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.104732993668592,0.107444751890518,0.104703440990118,0.107498054844086,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1344.6007,-39.8384,8457,311.656379770453,0.105022063996248,344.387176031544,0.0998653021877889,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.105022063996248,0.107775860525003,0.104982223445012,0.107830221107828,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1345.5997,-39.828,8446,311.251009050638,0.105364855358247,344.045926599367,0.100175466314934,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.105364855358247,0.108184478680743,0.10532719502783,0.108248703636316,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1346.5998,-39.82,8452.5,311.490546294165,0.105653499328487,344.400612517886,0.100436562267636,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.105653499328487,0.108558480933787,0.105626559442625,0.108632355507229,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1347.5999,-39.8224,8454,311.545824119595,0.105967298386237,344.559493425062,0.100720335200302,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.105967298386237,0.10893248318683,0.1059585258612,0.109032995320701,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1348.5999,-39.796,8454,311.545824119595,0.106288771877465,344.659647148819,0.101010964750662,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.106288771877465,0.109314010636112,0.106269807741955,0.109407633312092,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1349.5999,-39.7856,8460.5,311.785361363122,0.106603850007461,345.022881260398,0.101295730607811,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.106603850007461,0.109691022967652,0.106577244177828,0.109790014249856,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1350.6,-39.7832,8447.5,311.306286876068,0.106953463088107,344.601572338563,0.101611614078715,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.106953463088107,0.110137267104583,0.106940534863962,0.110226661237773,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1351.6,-39.7752,8454,311.545824119595,0.107262572214287,344.963030577283,0.10189081820628,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.107262572214287,0.110518794553865,0.107266440672282,0.11060114012916,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1352.6001,-39.7624,8452,311.472120352356,0.107590441066746,344.983543161061,0.102186881965715,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.107590441066746,0.110831090197755,0.107577035798615,0.110899570374915,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1353.6001,-39.7568,8462.5,311.859065130361,0.107937922360315,345.520484689762,0.102500560004917,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.107937922360315,0.111165961430359,0.107933478844546,0.111221850466814,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1354.6002,-39.7464,8447.5,311.306286876068,0.108269628429512,345.011302883911,0.102799905679067,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.108269628429512,0.111415797945471,0.108272057544622,0.111471338442387,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1355.6002,-39.744,8457.5,311.674805712263,0.108586838346586,345.518587456844,0.103086085613576,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.108586838346586,0.111601670292557,0.108599018763797,0.111661364705857,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1356.6002,-39.728,8459,311.730083537692,0.108925366134431,345.685397022152,0.103391407757725,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.108925366134431,0.111796572875129,0.108941623582689,0.111850437564705,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1357.6003,-39.7224,8457.5,311.674805712263,0.109248971412735,345.724957651592,0.103683183994716,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.109248971412735,0.111944819241024,0.109272209119646,0.11199684450713,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1358.6003,-39.7096,8468.5,312.080176432078,0.109581530196764,346.278399709581,0.103982944419209,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.109581530196764,0.112062212302341,0.109610228994965,0.112119303669192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1359.6004,-39.6992,8460.5,311.785361363122,0.109937112281225,346.062143642942,0.104303358116753,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.109937112281225,0.112200675913126,0.109967121667603,0.112259901483486,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1360.6004,-39.6968,8464,311.91434295579,0.110259012129869,346.305710279233,0.104593332364848,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.110259012129869,0.112282700552124,0.110298091355958,0.112358751757031,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1361.6005,-39.6808,8464,311.91434295579,0.110609477925345,346.415025587557,0.104908943847432,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.110609477925345,0.112409876368551,0.110648168396275,0.112494416446868,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1362.6005,-39.6752,8477,312.393417442844,0.110954827431836,347.054975166056,0.105219850453593,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.110954827431836,0.112551350057831,0.111001554353595,0.112633508071994,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1363.6006,-39.6672,8459,311.730083537692,0.111252851265216,346.410944156404,0.105488073660653,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.111252851265216,0.112627354539838,0.111304297735913,0.112690045084974,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1364.6006,-39.6624,8466,311.988046723029,0.111608433349677,346.808543841612,0.105808005534004,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.111608433349677,0.112768828229118,0.111659421497462,0.112841289103864,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1365.6007,-39.6488,8470.5,312.153880199317,0.111957193715492,347.101752633834,0.106121700227275,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.111957193715492,0.112914817036141,0.11200935640752,0.112987931248409,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1366.6007,-39.6384,8470.5,312.153880199317,0.112274403632565,347.200770940286,0.106406931243328,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.112274403632565,0.11303446765633,0.112336706418908,0.113105946313661,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1367.6007,-39.6304,8470.5,312.153880199317,0.11262870664478,347.311368000316,0.106725419732623,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.11262870664478,0.113207547169811,0.112691506158579,0.113276543596458,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1368.5998,-39.636,8465.5,311.969620781219,0.112940800272869,347.203719413073,0.107005881546252,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.112940800272869,0.113306879760157,0.113012931037299,0.113382558725054,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1369.5998,-39.6224,8464,311.91434295579,0.113300219574069,347.254306500982,0.107328774980628,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.113300219574069,0.113496514705362,0.113371455680546,0.113570366150946,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1370.5999,-39.6016,8470.5,312.153880199317,0.113622119422712,347.621465653587,0.107617873388101,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.113622119422712,0.113650028708624,0.113693042614499,0.113721545553203,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1371.5999,-39.5936,8470.5,312.153880199317,0.113919290541261,347.714228771325,0.107884688737959,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.113919290541261,0.113802037672637,0.114006520527395,0.113879670789535,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1372.6,-39.5856,8475.5,312.338139617415,0.11423223688418,348.017223970156,0.108165590948715,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.11423223688418,0.113952541597403,0.114313024484366,0.114029281234176,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1373.6,-39.5704,8472,312.209158024746,0.114578439105502,347.981596025664,0.108476251901515,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.114578439105502,0.114151206778095,0.114645278606158,0.114198739282105,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1374.6,-39.5672,8472,312.209158024746,0.114900765311561,348.082229219067,0.108765401230799,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.114900765311561,0.114316008575714,0.114954767884515,0.114389144158051,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1375.6001,-39.552,8480.5,312.522399035513,0.115193672855955,348.523002030168,0.109028087457055,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.115193672855955,0.114514673756405,0.115250466864864,0.114583594970828,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1376.6001,-39.5544,8485.5,312.70665845361,0.115458867168347,348.811414994663,0.109265860313995,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.115458867168347,0.114706566260482,0.115496949845571,0.114764396961276,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1377.6002,-39.544,8475.5,312.338139617415,0.115717666119508,348.481180174051,0.109497844604311,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.115717666119508,0.114891686087944,0.115752911484087,0.114944891352287,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1378.6002,-39.5336,8475.5,312.338139617415,0.115950883625744,348.554022896075,0.10970685190256,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.115950883625744,0.11507153827804,0.115974384180152,0.115141970812977,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1379.6002,-39.5232,8482,312.577676860942,0.116146155322007,348.882372267825,0.109881818934328,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116146155322007,0.115261173223245,0.116168298688385,0.115314304464094,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1380.6003,-39.512,8479,312.467121210083,0.116323520006822,348.814396635638,0.110040714427644,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116323520006822,0.115418449824625,0.116346852060968,0.115497041231491,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1381.6003,-39.5072,8485.5,312.70665845361,0.116502163763883,349.137660786829,0.110200730284449,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116502163763883,0.115650225868765,0.116535003588208,0.115721113617192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1382.6004,-39.4968,8482,312.577676860942,0.116693598243407,349.05349070441,0.110372174707952,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116693598243407,0.115883506952153,0.116719614965056,0.115937390607288,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1383.6004,-39.4832,8479,312.467121210083,0.116844955125882,348.977327966189,0.110507705731115,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116844955125882,0.116077657015101,0.116867779883011,0.116131007930395,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1384.6005,-39.4752,8485.5,312.70665845361,0.116992901149033,349.291117634718,0.110640164783998,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.116992901149033,0.116280084793911,0.117026068912179,0.116345356723196,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1385.6005,-39.4672,8490.5,312.890917871708,0.117155769681724,349.547894181389,0.110785963973735,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117155769681724,0.116483265092346,0.117176122164982,0.116533004975162,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1386.6006,-39.4568,8485.5,312.70665845361,0.117313095568014,349.391244561533,0.110926781229232,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117313095568014,0.116707515940247,0.117339052068109,0.116766590827862,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1387.6006,-39.4544,8487,312.76193627904,0.117451235370611,349.496212071918,0.111050409301205,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117451235370611,0.116920478993791,0.117485202215765,0.11698046817002,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1388.6006,-39.4384,8483.5,312.632954686371,0.117615809332964,349.403532675964,0.111197674648828,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117615809332964,0.117150749998683,0.117640324036176,0.117193600634499,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1389.6007,-39.428,8491.5,312.927769755328,0.117772708861839,349.782120877507,0.111338052509639,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117772708861839,0.117360702973732,0.117788759721999,0.117407635830942,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1390.5998,-39.42,8485.5,312.70665845361,0.117930034748129,349.584165551015,0.11147879204847,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.117930034748129,0.117592479017872,0.117952359134136,0.117644924974329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1391.5998,-39.4152,8497,313.130455115235,0.118087786991835,350.107337599539,0.111619893109861,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118087786991835,0.117806947110663,0.118100695552164,0.11786945441936,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1392.5998,-39.4072,8488.5,312.817214104469,0.118231043083417,349.801919622489,0.111748010880772,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118231043083417,0.118038723154803,0.118259286921334,0.118098187794472,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1393.5999,-39.3936,8492,312.946195697137,0.118387942612292,349.995251954065,0.111888311513232,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118387942612292,0.118253191247595,0.118405752253662,0.118314834425153,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1394.5999,-39.3888,8493.5,313.001473522567,0.118544842141167,350.106183791252,0.112028592464186,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118544842141167,0.118483462252487,0.118556291802563,0.118528815843691,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1395.6,-39.3832,8496.5,313.112029173425,0.118700462597796,350.278571881245,0.11216771038438,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118700462597796,0.118732546247975,0.118716430314553,0.118777778529289,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1396.6,-39.368,8498.5,313.185732940664,0.118841160544885,350.405088909433,0.112293471573195,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118841160544885,0.118959807174372,0.118860660119694,0.119009082308772,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1397.6001,-39.3624,8483.5,312.632954686371,0.118976742202989,349.82900514025,0.112414644666058,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.118976742202989,0.119155462276568,0.118990123885552,0.119190869505581,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1398.6001,-39.352,8485.5,312.70665845361,0.119101238568292,349.950408783987,0.112525897595134,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119101238568292,0.119347354780644,0.119120995096598,0.11939633216451,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1399.6002,-39.3488,8501.5,313.296288591523,0.119288835831077,350.669038127803,0.112693515621474,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119288835831077,0.119604716491994,0.119299699901734,0.11965094004766,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1400.6002,-39.3336,8507,313.49897395143,0.119441471785798,350.943752803526,0.112829875016295,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119441471785798,0.119836492536134,0.119454009183734,0.119886495304356,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1401.6002,-39.3232,8495,313.056751347996,0.119608603892643,350.501032315896,0.112979163421205,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119608603892643,0.120091596688613,0.11962315317051,0.12014487415876,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1402.6003,-39.312,8500,313.241010766094,0.119739495619178,350.748331402468,0.113096065055848,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119739495619178,0.12027972659457,0.119743343975285,0.120326502672133,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1403.6003,-39.2968,8500,313.241010766094,0.119876782706943,350.791335348604,0.113218663814631,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.119876782706943,0.120479144294885,0.11988297729983,0.12053112797738,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1404.6004,-39.2992,8503.5,313.369992358762,0.12004093031188,350.987217773334,0.113365229560575,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12004093031188,0.120735753486612,0.120054748427977,0.120783528022494,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1405.6004,-39.2808,8500,313.241010766094,0.12019186083694,350.890030740515,0.11349997495479,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12019186083694,0.120972044648494,0.120196240016004,0.121014804844586,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1406.6004,-39.2808,8500.5,313.259436707903,0.120335543285937,350.955681213595,0.113628232657802,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.120335543285937,0.121181997623543,0.120342022973939,0.121215737487279,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1407.6005,-39.2752,8505,313.425270184191,0.120477520305272,351.185969536992,0.113754951857928,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.120477520305272,0.12137389012762,0.120484389657937,0.121427954495367,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1408.6005,-39.2624,8513.5,313.738511194957,0.120642946982455,351.588849767405,0.113902580403469,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.120642946982455,0.121623726642732,0.120650141616245,0.121682906611801,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1409.6006,-39.2544,8501.5,313.296288591523,0.120780234070221,351.136287660939,0.114025080330388,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.120780234070221,0.12184346237289,0.120787668027443,0.12189590291917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1410.6006,-39.244,8501.5,313.296288591523,0.120899187789124,351.173555419585,0.114131209438641,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.120899187789124,0.122024819602233,0.120905741376836,0.122080664597878,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1411.6007,-39.2336,8507,313.49897395143,0.121081242405509,351.457819210321,0.114293614617859,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121081242405509,0.122310024539665,0.121094007667641,0.122365591927653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1412.6007,-39.2176,8505,313.425270184191,0.121236010147306,351.423699420664,0.114431657298364,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121236010147306,0.12250944223998,0.121241270573876,0.122582804628846,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1413.5998,-39.2176,8503.5,313.369992358762,0.121387793387197,351.409284244955,0.114567019493204,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121387793387197,0.122758526235468,0.121396772073432,0.122804493677687,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1414.5998,-39.2048,8510,313.609529602289,0.121554072779211,351.73004518782,0.114715288509737,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121554072779211,0.122994064877727,0.121559252209326,0.123054915674999,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1415.5998,-39.1992,8513.5,313.738511194957,0.121708840521009,351.923261619283,0.114853272997534,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121708840521009,0.123219068245252,0.1217216811659,0.123274617182983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1416.5999,-39.1888,8510,313.609529602289,0.121872988125946,351.830060079692,0.114999599378979,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.121872988125946,0.12346815224074,0.121886100566946,0.12352479362612,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1417.6,-39.1752,8513,313.720085253148,0.122016244217528,351.99903179134,0.115127284907936,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122016244217528,0.123700680804504,0.122028167964651,0.123744524075701,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1418.6,-39.1624,8513.5,313.738511194957,0.122192756187512,352.075084600035,0.115284589303664,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122192756187512,0.123927189211277,0.122197323688023,0.123985611561203,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1419.6,-39.1568,8514.5,313.775363078577,0.122319384339892,352.156172311375,0.115397422868008,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122319384339892,0.124128111950839,0.12232710476608,0.124183009300476,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1420.6001,-39.152,8516.5,313.849066845816,0.122491206378307,352.292817664466,0.115550506642168,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122491206378307,0.124380958544446,0.122502779703168,0.124433637162528,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1421.6001,-39.1416,8518,313.904344671245,0.122652369481336,352.405456335659,0.115694072608317,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122652369481336,0.124606714431596,0.122661139244174,0.12466402006327,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1422.6002,-39.136,8523,314.088604089343,0.122813532584365,352.662935102047,0.115837617966237,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122813532584365,0.12481967748514,0.12282897640098,0.124891148655554,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1423.6002,-39.1256,8521.5,314.033326263914,0.122993029056258,352.657236285725,0.115997468307172,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.122993029056258,0.125095099667462,0.122999590417517,0.125140319727828,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1424.6003,-39.1176,8523.5,314.107030031153,0.123155897588949,352.791163253639,0.116142488551417,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.123155897588949,0.12531483539762,0.123174365119678,0.125365972607449,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1425.6003,-39.1072,8525,314.162307856582,0.123330704129272,352.908166495411,0.116298115155681,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.123330704129272,0.12554661144176,0.12334906577195,0.125604697195047,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1426.6004,-39.0912,8523,314.088604089343,0.123489309087808,352.87518880069,0.116439296877285,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.123489309087808,0.125753554338313,0.123500843303134,0.125814582092564,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1427.6004,-39.0992,8538,314.641382343636,0.123690549787887,353.559547911741,0.116618401989697,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.123690549787887,0.126022956363645,0.12370772625851,0.126084503682025,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1428.6004,-39.0784,8526.5,314.217585682011,0.12387558890618,353.141474153048,0.116783059318819,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12387558890618,0.12624795973117,0.123892827877684,0.126306544479104,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1429.6005,-39.068,8528.5,314.29128944925,0.124051674518749,353.279650192086,0.116939724185867,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.124051674518749,0.126481993334181,0.124073344718888,0.126537270218184,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1430.6005,-39.0648,8538,314.641382343636,0.124248651644674,353.735149851449,0.117114947330334,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.124248651644674,0.126714521897945,0.12425936971799,0.126759370228003,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1431.6005,-39.0544,8534.5,314.512400750968,0.124456714063399,353.655580680624,0.117299998180029,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.124456714063399,0.126942535343965,0.124462709392235,0.126986068387543,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1432.6006,-39.0464,8536,314.567678576397,0.124625551599906,353.770849034482,0.117450137229545,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.124625551599906,0.127163023593748,0.12465117021423,0.127229977717047,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1433.6007,-39.036,8533,314.457122925538,0.124855358246818,353.71877966167,0.117654456943222,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.124855358246818,0.127418127746226,0.124876593833775,0.127460249817858,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1434.6007,-39.0256,8537.5,314.622956401826,0.12504892451342,353.966218727107,0.117826523167161,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12504892451342,0.127628080721275,0.125067961770179,0.127684877115973,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1435.6007,-39.0176,8544.5,314.880919587163,0.125309002536827,354.338333538509,0.118057666863405,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.125309002536827,0.127908770540964,0.125337656102101,0.127963787466797,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1436.5998,-39.0048,8541,314.751937994495,0.12547911914558,354.246733923408,0.118208828678627,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12547911914558,0.128090127770307,0.125502151901415,0.128138505257614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1437.5998,-38.9992,8547.5,314.991475238022,0.125722569229785,354.593012790426,0.118425113240256,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.125722569229785,0.128344479403162,0.12575072238811,0.12840719443612,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1438.5999,-38.9864,8546,314.936197412592,0.125925515359526,354.594700377142,0.118605377759991,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.125925515359526,0.128543897103477,0.125953124462611,0.128601692515901,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1439.5999,-38.9784,8557.5,315.359994074217,0.126165554584408,355.147562620326,0.118818547847999,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.126165554584408,0.128771910549497,0.126190327723513,0.128844927838785,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1440.5999,-38.9728,8562.5,315.544253492315,0.126423074463323,355.436328148048,0.119047191353268,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.126423074463323,0.129022499584233,0.12644435807524,0.129077938429033,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1441.6,-38.9728,8554,315.231012481549,0.126659276471466,355.15794444383,0.119256861460452,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.126659276471466,0.129264058383483,0.126687710893815,0.129326433500133,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1442.6,-38.952,8556,315.304716248788,0.126864354388284,355.305645511272,0.119438867909886,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.126864354388284,0.129467238681917,0.12688687585869,0.129526498605016,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1443.6001,-38.9416,8560.5,315.470549725076,0.127131254130337,355.576716352812,0.119675691568541,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.127131254130337,0.129714817638157,0.127166913331505,0.129773973898203,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1444.6001,-38.9336,8562.5,315.544253492315,0.127397727514976,355.743874317646,0.119912080976749,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.127397727514976,0.129945088643049,0.127425584187874,0.130016484396917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1445.6002,-38.9256,8564,315.599531317744,0.127648425675244,355.885314634299,0.12013442512784,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.127648425675244,0.130205460432895,0.127685226970653,0.130261618621636,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1446.6002,-38.928,8566,315.673235084983,0.12792811613976,356.056717365148,0.120382424218773,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.12792811613976,0.130444009153649,0.127965994168145,0.130511343154389,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1447.6003,-38.9096,8566,315.673235084983,0.128215481037754,356.147430772148,0.120637164120885,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.128215481037754,0.130729966610704,0.128250262773667,0.130791662176955,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1448.6003,-38.8912,8570.5,315.839068561271,0.128481954422392,356.418689372971,0.120873326383215,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.128481954422392,0.130942177144624,0.128515536359924,0.131005697080581,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1449.6004,-38.8944,8567.5,315.728512910413,0.128755675883093,356.380350985757,0.121115854204272,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.128755675883093,0.131187498541993,0.12879422235185,0.131254438305389,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1450.6004,-38.8832,8574.5,315.986476095749,0.129031102773455,356.758559567881,0.121359833745947,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.129031102773455,0.131460663165444,0.129057391843292,0.131499453299071,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1451.6004,-38.876,8576,316.041753921179,0.129315056812125,356.9107112845,0.121611304530407,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.129315056812125,0.131710499680555,0.129347326425427,0.131774868024439,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1452.6005,-38.8624,8566,315.673235084983,0.129599437208212,356.584308693692,0.121863089534525,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.129599437208212,0.131956573597548,0.129626601619663,0.13201132211854,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1453.6005,-38.8576,8562.5,315.544253492315,0.129864205163188,356.522157165906,0.122097453081008,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.129864205163188,0.132220707985513,0.129894594233493,0.132278720594075,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1454.6006,-38.844,8580.5,316.207587397467,0.130146027414782,357.36074873566,0.122346852175748,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.130146027414782,0.132461514265138,0.13016616007015,0.132514000468327,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1455.6006,-38.8392,8572.5,315.91277232851,0.130409942654928,357.11093885183,0.122580348045649,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.130409942654928,0.132706083142883,0.130435489355803,0.132761489378687,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1456.6007,-38.8232,8565.5,315.654809143173,0.130670873393166,356.901698744665,0.122811149826412,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.130670873393166,0.132946889422509,0.130698321894326,0.133000075758091,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1457.6007,-38.8096,8574,315.96805015394,0.130945873926112,357.342762614077,0.123054339159553,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.130945873926112,0.133175655388153,0.130970973484262,0.133237418447015,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1458.5998,-38.8096,8586,316.410272757374,0.131207231021766,357.925588512711,0.123285408485714,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.131207231021766,0.133417966707027,0.131234551563394,0.13348343053465,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1459.5998,-38.8072,8580.5,316.207587397467,0.131480526125051,357.782727353219,0.12352697527172,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.131480526125051,0.133678338496872,0.131504904166984,0.133737912076815,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1460.5999,-38.7864,8579,316.152309572037,0.131770875524952,357.81197620358,0.123783552513897,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.131770875524952,0.133960533355809,0.131795852268651,0.134022360071705,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1461.5999,-38.784,8577,316.078605804798,0.132043744270822,357.814808399165,0.124024622383139,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.132043744270822,0.134135117908537,0.132067913768119,0.134199668545258,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1462.5999,-38.776,8580.5,316.207587397467,0.132296574218167,358.040767951944,0.124247936826053,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.132296574218167,0.134375171668539,0.132328421847676,0.134444984982251,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1463.6,-38.7656,8575.5,316.023327979369,0.132561342173144,357.915804494338,0.124481742182466,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.132561342173144,0.134573084329607,0.132587853024315,0.134635202626329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1464.6001,-38.76,8582.5,316.281291164706,0.132863629580677,358.303571477312,0.124748612560515,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.132863629580677,0.134841733835314,0.132877659923526,0.134887982520319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1465.6001,-38.7464,8571,315.857494503081,0.133116885885438,357.903460554908,0.124972141672162,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.133116885885438,0.1350118032703,0.133134556965933,0.135064410553752,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1475.6005,-38.6576,8584,316.336568990135,0.135780340659575,359.288856090697,0.127319939506655,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.135780340659575,0.13700974287157,0.135803427395127,0.137068923095194,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1476.6006,-38.6472,8587.5,316.465550582803,0.136043829542305,359.518736002302,0.127551901898258,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.136043829542305,0.137209160571885,0.136073522404,0.137271277482244,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1477.6006,-38.6496,8582,316.262865222896,0.136314140143682,359.373965755132,0.127789813887706,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.136314140143682,0.137413845909567,0.136338349668651,0.137483654083433,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1478.6006,-38.6336,8587,316.447124640994,0.13656483830395,359.662675049341,0.128010413544495,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.13656483830395,0.137589182981919,0.136590163003301,0.137675742620824,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1479.6007,-38.6256,8585.5,316.391846815564,0.136830885331173,359.684023326902,0.12824446609036,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.136830885331173,0.13780741367283,0.136864733628439,0.13788751251986,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1480.6007,-38.6152,8574,315.96805015394,0.137068366411563,359.277274626787,0.128453341730801,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.137068366411563,0.138030159481484,0.137101176932081,0.138091445361725,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1481.5997,-38.6048,8584,316.336568990135,0.137311816495768,359.773317902209,0.12866742210924,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.137311816495768,0.138213021750075,0.137334678864089,0.138278593269765,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1482.5998,-38.5944,8589,316.520828408233,0.137533522351788,360.053052836923,0.128862341608105,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.137533522351788,0.138371803390703,0.137557461930898,0.138451581912128,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1483.5998,-38.584,8590.5,316.576106233662,0.13777910422307,360.193678568963,0.12907820809552,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.13777910422307,0.138631422660925,0.137812898875053,0.138706848559294,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1496.6004,-38.4784,8584,316.336568990135,0.140946939819651,360.923240342342,0.131858566573083,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.140946939819651,0.142330809131675,0.140967935286592,0.142432893373089,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1497.6005,-38.4656,8576,316.041753921179,0.141196785265088,360.665833584389,0.132077523375575,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.141196785265088,0.142707821463214,0.141233140242972,0.142815099769439,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1498.6005,-38.452,8575.5,316.023327979369,0.141464537721972,360.72942198133,0.132312120120537,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.141464537721972,0.14306451576491,0.141491330550079,0.143175041896035,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1499.6006,-38.4472,8576,316.041753921179,0.141718646741563,360.830763600719,0.13253471200223,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.141718646741563,0.143466361244036,0.141754662481851,0.143559841638312,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1500.6006,-38.4312,8574,315.96805015394,0.141973608475985,360.827174397416,0.13275800105083,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.141973608475985,0.143835095859712,0.142005399710309,0.143933825012106,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1501.6006,-38.4288,8572.5,315.91277232851,0.142228996567823,360.844728939753,0.132981613520528,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.142228996567823,0.144203830475389,0.142258887142352,0.144291181314509,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1505.5998,-38.3888,8580.5,316.207587397467,0.143300859110192,361.520406328685,0.133919568995744,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.143300859110192,0.14574423814537,0.143331523574352,0.145844845188543,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1506.5999,-38.3704,8586,316.410272757374,0.143560084418768,361.834158225388,0.134146277410542,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.143560084418768,0.146140815987129,0.143590009662045,0.146236923590808,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1507.5999,-38.3736,8584,316.336568990135,0.143851712890916,361.842126289401,0.134401262957151,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.143851712890916,0.146547929103621,0.143873147622275,0.146642367770328,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1508.6,-38.3624,8577,316.078605804798,0.144079814108167,361.619152572722,0.134600658101031,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.144079814108167,0.146923436395913,0.144114599266887,0.147017358210653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1509.6,-38.3496,8589,316.520828408233,0.144385938732439,362.221985346325,0.134868195096696,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.144385938732439,0.147359897777734,0.144416677845898,0.147451577657428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1510.6,-38.344,8592.5,316.649810000901,0.144610202732951,362.440603220482,0.135064144750928,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.144610202732951,0.147687996333724,0.144642393604915,0.147775679130742,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1511.6001,-38.3336,8585.5,316.391846815564,0.14489714127353,362.236120941392,0.1353148000221,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.14489714127353,0.148087584253978,0.144927910270181,0.1481776631991,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1512.6001,-38.3256,8577.5,316.097031746608,0.145169157304568,361.984571471738,0.135552361731546,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.145169157304568,0.148469864222884,0.145195430793338,0.148558271902587,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1513.6002,-38.3208,8581,316.226013339276,0.145431367115052,362.21519477655,0.135781305896042,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.145431367115052,0.148855906789909,0.14547133313368,0.148945557871213,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1514.6002,-38.3072,8584,316.336568990135,0.145700825001599,362.427068070173,0.136016524002371,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.145700825001599,0.149245711955054,0.145731127626505,0.149330537546627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1516.6003,-38.2888,8592,316.631384059091,0.146265322219617,362.943575473337,0.136509111757314,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.146265322219617,0.14999145890227,0.146293545943476,0.150067309837192,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1517.6003,-38.276,8585.5,316.391846815564,0.146605129079707,362.776514357727,0.136805514776844,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.146605129079707,0.150423405166348,0.146642027424526,0.150504631768257,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1518.6004,-38.26,8584,316.336568990135,0.146889083118378,362.802957565909,0.137053131743664,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.146889083118378,0.150792139782025,0.146921634997597,0.150871595164682,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1519.6005,-38.26,8582.5,316.281291164706,0.147164936366156,362.826807252766,0.137293625861731,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.147164936366156,0.151137546289363,0.147203841070326,0.151215650617735,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1520.6005,-38.2496,8580.5,316.207587397467,0.147480014496152,362.841886970639,0.137568246239806,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.147480014496152,0.151502518306921,0.147528287286672,0.151584740450171,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1521.6006,-38.2392,8572.5,315.91277232851,0.147755441386514,362.590603443546,0.137808245052109,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.147755441386514,0.151829864343287,0.147794428458367,0.151896928695748,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1522.6006,-38.2312,8571,315.857494503081,0.14809013195762,362.632872543846,0.138099806973662,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.14809013195762,0.152209886753322,0.14812216470131,0.152262572001242,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1523.6006,-38.2288,8572.5,315.91277232851,0.14836300070349,362.782539191726,0.138337450619224,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.14836300070349,0.152495844210378,0.148394132583343,0.152562189434612,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1524.6007,-38.2184,8572,315.8943463867,0.148649512886653,362.851887100731,0.138586915681303,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.148649512886653,0.152785564265552,0.148699258077485,0.152880167699634,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1525.6007,-38.2104,8567.5,315.728512910413,0.148952226651602,362.756977925818,0.138850419805182,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.148952226651602,0.153117425419661,0.148993263135249,0.153177396325883,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1526.5995,-38.1968,8571,315.857494503081,0.149240870621842,362.996341975155,0.139101611902226,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.149240870621842,0.153404135396341,0.149280948080229,0.15347171088231,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1527.5998,-38.192,8566,315.673235084983,0.149570871261378,362.888755890542,0.13938871731046,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.149570871261378,0.153713420961735,0.149620453639268,0.153793079315972,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1528.5999,-38.1784,8564.5,315.617957259554,0.14988083310239,362.92303963569,0.139658313616658,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.14988083310239,0.15400314101691,0.149931664715337,0.154090442603104,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1529.5999,-38.1656,8564.5,315.617957259554,0.150183546867339,363.018581535818,0.13992153561108,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.150183546867339,0.154271038002994,0.150227300781364,0.154343639442447,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1530.5999,-38.1576,8566,315.673235084983,0.150488818776781,363.178527352367,0.140186911868727,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.150488818776781,0.154549470263811,0.150525616444848,0.154612832295008,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1531.6,-38.1552,8566,315.673235084983,0.15078215267859,363.271125014111,0.14044184395368,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.15078215267859,0.154803821896666,0.150840263406786,0.154879204997738,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1532.6,-38.144,8560.5,315.470549725076,0.151092967234433,363.135931158116,0.140711897315866,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.151092967234433,0.155052905892154,0.151186997433849,0.155185438668704,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1533.6001,-38.1368,8561,315.488975666886,0.151414014368245,363.258427961535,0.140990764775081,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.151414014368245,0.155301237368018,0.151502166567218,0.155453013448129,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1534.6001,-38.1232,8559,315.415271899646,0.151719712635102,363.269986312983,0.141256227665983,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.151719712635102,0.15551194286269,0.151827816145343,0.15568241722512,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1535.6001,-38.1184,8546,314.936197412592,0.152040759768914,362.819336145935,0.141534943391629,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.152040759768914,0.155777582289902,0.152144323361492,0.155929006751878,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1536.6002,-38.1104,8557.5,315.359994074217,0.152329403739155,363.398593934726,0.14178546214623,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.152329403739155,0.15598151510796,0.152423313452964,0.156131135443925,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1537.6003,-38.1024,8560.5,315.470549725076,0.152616768637149,363.616645624302,0.142034808445876,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.152616768637149,0.156194478161504,0.152739676702629,0.156368122639268,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1538.6003,-38.084,8566,315.673235084983,0.1529471956341,363.954571127975,0.142321442869674,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.1529471956341,0.15641948152903,0.15305607017107,0.156579823288118,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1539.6004,-38.084,8546,314.936197412592,0.153240955893325,363.197321349506,0.142576201147414,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.153240955893325,0.156617394190097,0.15334909445401,0.156770926594078,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1540.6004,-38.0736,8557.5,315.359994074217,0.153522351787503,363.774802024184,0.142820175806311,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.153522351787503,0.156813801811917,0.153635810837,0.156955975238709,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1541.6004,-38.0656,8557.5,315.359994074217,0.153843398921316,363.876047446401,0.143098456036297,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.153843398921316,0.157019992188846,0.1539281099849,0.157114450393298,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1542.6005,-38.0576,8557.5,315.359994074217,0.154177663135006,363.981461006849,0.143388110425958,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.154177663135006,0.157244243036748,0.154270959700728,0.157347574069685,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1543.6005,-38.0472,8557.5,315.359994074217,0.154481655972202,364.077328186186,0.143651460532608,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.154481655972202,0.157440650658567,0.154570327959264,0.157543453909005,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1544.6006,-38.0368,8562.5,315.544253492315,0.154751540216163,364.37521272661,0.143885204136879,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.154751540216163,0.157565568916123,0.154818070121828,0.157679355636767,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1632.6005,-37.2424,8632,318.105459403873,0.167702573067002,371.452563452563,0.155038205631404,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.167702573067002,0.170037076641866,0.167545167257811,0.170096089426604,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1633.6005,-37.2368,8641.5,318.455552298259,0.16782664307489,371.900878609036,0.155144451365474,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.16782664307489,0.170126626477102,0.167726793782774,0.170081858043778,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1634.6006,-37.2264,8635,318.216015054732,0.167971178238717,371.667134037905,0.155268207936092,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.167971178238717,0.170278635441116,0.167938496797885,0.17033466914916,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1635.6006,-37.2264,8648,318.695089541786,0.168082457524142,372.262143392846,0.155363479109498,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.168082457524142,0.170386245747324,0.167862761280391,0.17034636599251,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1636.6006,-37.2056,8641.5,318.455552298259,0.168207806604276,372.022262251302,0.155470785194002,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.168207806604276,0.170493856053531,0.167981295144412,0.17043728811507,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1637.6007,-37.1944,8646.5,318.639811716356,0.16835831077192,372.285472161604,0.155599610282008,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.16835831077192,0.17058792100651,0.16812086580881,0.170537373877983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1641.5998,-37.1656,8669.5,319.487405039606,0.168969280948219,373.470962141161,0.156122404084964,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.168969280948219,0.171123714978677,0.168730572550862,0.171067590500582,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1642.5999,-37.1576,8672.5,319.597960690464,0.169181180583683,373.667920992214,0.156303658148405,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.169181180583683,0.171313349923883,0.168944115599789,0.171262017457203,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1643.5999,-37.1528,8666.5,319.376849388747,0.169338932827389,373.459784234011,0.156438574451276,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.169338932827389,0.17143450558332,0.169098133559847,0.171383694618841,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1644.6,-37.1392,8669.5,319.487405039606,0.169488157922787,373.6367367993,0.156566181230067,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.169488157922787,0.171548136046518,0.169252723010959,0.171503423829147,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1645.6,-37.1264,8656.5,319.008330552552,0.169671065254002,373.134813822304,0.156722568473634,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.169671065254002,0.171692619814293,0.169420509085284,0.171642160162815,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1646.6001,-37.1184,8661.5,319.192589970649,0.169851414440726,373.407902856162,0.156876744540456,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.169851414440726,0.171873224524013,0.169601530181899,0.17180847548064,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1647.6001,-37.1056,8661,319.17416402884,0.170031763627449,373.44391004298,0.157030896840683,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170031763627449,0.172001152860064,0.169758864984732,0.171929695589722,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1648.6002,-37.1024,8658,319.063608377981,0.170223198106973,373.375636195632,0.157194498228635,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170223198106973,0.172181757569783,0.169971711731742,0.172122963561161,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1649.6002,-37.0896,8658,319.063608377981,0.170377539491356,373.424880914655,0.157326380084543,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170377539491356,0.172315706062825,0.170118850942137,0.172237138105808,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1650.6003,-37.0872,8651.5,318.824071134454,0.170545097955616,373.197953576688,0.157469536002526,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170545097955616,0.172476745262325,0.170292884347762,0.172403372344017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1651.6003,-37.0792,8643,318.510830123688,0.170672152465412,372.871759084443,0.157578073140545,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170672152465412,0.172561779979817,0.170410154425016,0.172499537093042,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1652.6004,-37.0608,8638.5,318.3449966474,0.170864013302351,372.738700389298,0.157741949180705,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.170864013302351,0.172773990513738,0.170622022183275,0.172715086122223,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1656.6005,-37.0288,8617,317.55268114958,0.171434479524185,371.992159763968,0.158229048698431,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.171434479524185,0.173323329839134,0.171181117493245,0.173274776900314,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1657.6006,-37.0208,8613.5,317.423699556911,0.171564092178473,371.882208407325,0.15833968696854,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.171564092178473,0.1734580308518,0.171295407457337,0.1733935385244,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1658.6006,-37.0184,8620,317.663236800438,0.171687735828945,372.202118682799,0.158445218648156,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.171687735828945,0.173569403756127,0.171426804636566,0.173508787088835,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1659.6007,-37.0024,8612,317.368421731482,0.171823317487049,371.899716819014,0.158560926793047,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.171823317487049,0.173768821456442,0.171594433871215,0.173741518747683,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1660.6007,-36.9976,8620,317.663236800438,0.171958472787738,372.288121861451,0.158676257752098,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.171958472787738,0.173885461998135,0.171726893686692,0.17388833448076,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1661.5998,-36.984,8622,317.736940567677,0.172061224924854,372.407147765627,0.15876392948735,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172061224924854,0.173999844980957,0.171810970698945,0.173955964621757,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1662.5998,-36.9768,8623.5,317.792218393107,0.17222366710013,372.523559620653,0.158902515182364,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.17222366710013,0.174193995043906,0.17195649307692,0.174119495065973,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1663.5998,-36.9688,8627,317.921199985775,0.172352000682172,372.7155548626,0.159011987940214,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172352000682172,0.174322675899581,0.172064910606922,0.174232498233974,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1664.5999,-36.9552,8627,317.921199985775,0.172474791617813,372.754592704207,0.159116721420876,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172474791617813,0.174473179824347,0.172197094375483,0.174369878215208,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1665.5999,-36.9552,8625,317.847496218536,0.172618900424226,372.713981518373,0.159239623808173,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172618900424226,0.174640991700461,0.172330358810359,0.174535821683295,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1666.6,-36.9472,8625.5,317.865922160346,0.172739985930205,372.774077082016,0.159342879226174,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172739985930205,0.174784722948613,0.172451316711149,0.174675702171828,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1667.6,-36.9288,8636.5,318.271292880161,0.172877273017971,373.293166073187,0.159459937614451,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.172877273017971,0.174945762148113,0.172591015598465,0.174856266563334,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1668.6001,-36.924,8625,317.847496218536,0.173037157048754,372.846923339256,0.159596246108044,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.173037157048754,0.175150447485794,0.17275942543283,0.175053629302309,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1669.6001,-36.9136,8628.5,317.976477811205,0.17316506427338,373.038895028805,0.159705279526894,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.17316506427338,0.175293426214322,0.17285610885774,0.17516909352983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1670.6001,-36.9,8622,317.736940567677,0.173308746722377,372.803531524864,0.159827746224373,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.173308746722377,0.175501121630499,0.172976734118709,0.175315710989143,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1707.5998,-36.5664,8628.5,317.976477811205,0.182288260248566,375.939856751376,0.16745176425002,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.182288260248566,0.18827664728427,0.181949911781572,0.188204948285532,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1708.5998,-36.5608,8623.5,317.792218393107,0.182593532158008,375.819022041834,0.167709935218326,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.182593532158008,0.188708593548348,0.182267206146824,0.188656226176954,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1709.5999,-36.5424,8621.5,317.718514625868,0.182899230424865,375.82898644267,0.167968399985916,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.182899230424865,0.189148065008665,0.182569797858356,0.189091995750741,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1710.5999,-36.5368,8621.5,317.718514625868,0.183233920995971,375.935323833782,0.168251300864201,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.183233920995971,0.189581516311992,0.182888385108904,0.189516590421707,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1711.6,-36.5344,8620.5,317.681662742248,0.183538340190582,375.988427830944,0.16850854504547,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.183538340190582,0.190028512968547,0.18318983202488,0.189965496259403,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1712.6,-36.524,8618.5,317.607958975009,0.183857681894732,376.002622063471,0.16877832813466,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.183857681894732,0.190455191595259,0.18349477078178,0.190373085175444,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1716.6002,-36.4896,8612,317.368421731482,0.185103924620009,376.114562144437,0.169830470842939,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.185103924620009,0.192165668700226,0.184743499531944,0.192071100036306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1717.6003,-36.4848,8608.5,317.239440138814,0.185415591890682,376.060578703221,0.170093423558829,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.185415591890682,0.192549453708379,0.185053473425626,0.192501332551285,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1718.6003,-36.4712,8610.5,317.313143906053,0.185728964591017,376.247385574845,0.170357745446167,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.185728964591017,0.192982905011706,0.185377762124595,0.192919155705777,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1719.6004,-36.4584,8618.5,317.607958975009,0.186050438082244,376.699058880717,0.170628827565215,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.186050438082244,0.193390770647822,0.185691688556211,0.193320421939316,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1720.6004,-36.4584,8611.5,317.349995789672,0.186367221641902,376.493632793062,0.170895883039399,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.186367221641902,0.193814439196038,0.186014032422578,0.193747955153333,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1721.6004,-36.448,8604,317.073606662526,0.186677609840329,376.264149697739,0.171157477928867,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.186677609840329,0.194194461606073,0.186322965656467,0.194137367107659,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1722.6005,-36.4296,8617,317.55268114958,0.187028075635805,376.943948017976,0.17145276794748,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.187028075635805,0.194610604958051,0.186662134886347,0.194567576695685,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1723.6005,-36.4264,8607,317.184162313384,0.187354239058603,376.609959685048,0.171727503336832,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.187354239058603,0.195018470594167,0.186977965372699,0.194958916549127,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1724.6006,-36.4136,8605.5,317.128884487955,0.187656526466137,376.640189393045,0.17198206000121,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.187656526466137,0.195417305994797,0.187278949987846,0.195327836149811,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1725.6006,-36.4032,8600.5,316.944625069857,0.187944744078962,376.512701515814,0.172224708140704,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.187944744078962,0.195770237698374,0.187560826064628,0.19569635244358,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1726.6006,-36.3976,8603.5,317.055180720716,0.188317806817455,376.762316994153,0.172538699321028,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.188317806817455,0.19622325451192,0.187920590457569,0.196130067615733,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1727.6007,-36.3896,8595.5,316.76036565176,0.188629900445544,376.510841889746,0.172801299654161,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.188629900445544,0.196600266843459,0.188238323867429,0.196514765774247,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1728.6007,-36.3792,8602,316.999902895287,0.188930908780831,376.890982632729,0.173054507341406,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.188930908780831,0.196947178390045,0.1885913694191,0.196948073432043,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1729.5998,-36.3712,8595.5,316.76036565176,0.189276684644738,376.71571748918,0.17334529429146,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.189276684644738,0.197383639771866,0.188909245666531,0.197348806879011,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1730.5998,-36.3584,8605.5,317.128884487955,0.189569592189132,377.246877791731,0.17359155446281,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.189569592189132,0.197704965651242,0.189182073251602,0.19762252770428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1731.5999,-36.3528,8590.5,316.576106233662,0.189872732311497,376.685276508782,0.173846353766734,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.189872732311497,0.198100790973377,0.189451052756378,0.19793217575274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1732.5999,-36.3424,8592,316.631384059091,0.190219360890234,376.860803572602,0.174137627018032,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.190219360890234,0.198498121334759,0.189861804565477,0.198456326754362,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1733.6,-36.3344,8590.5,316.576106233662,0.190527190944169,376.892462474404,0.174396226620256,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.190527190944169,0.198853310597207,0.190162630392907,0.198804806692496,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1734.6,-36.324,8592.5,316.649810000901,0.190867424161675,377.087943597057,0.174681969451505,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.190867424161675,0.199247630880094,0.190479011809222,0.199180201001259,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1735.6001,-36.3136,8594,316.70508782633,0.191186765865825,377.254909301098,0.17495009240807,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.191186765865825,0.199645713761101,0.19083407315943,0.199595496034951,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1736.6001,-36.316,8594,316.70508782633,0.191511223858961,377.35766679831,0.175222437452671,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.191511223858961,0.200052074357969,0.191158832425879,0.199998953885917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1737.6001,-36.2976,8587,316.447124640994,0.191878743951054,377.166601444031,0.175530838595555,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.191878743951054,0.200483268102424,0.191495355211173,0.200392171564036,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1738.6002,-36.2952,8590.5,316.576106233662,0.192217271738899,377.42750167162,0.175814826981839,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.192217271738899,0.200893391297412,0.191873264988392,0.200853391143924,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1739.6002,-36.2848,8587,316.447124640994,0.192588202690315,377.391107622121,0.176125905565299,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.192588202690315,0.201338130395095,0.192217936878584,0.201274402037354,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1740.6003,-36.2744,8587.5,316.465550582803,0.192932699481976,377.522103549793,0.176414728684595,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.192932699481976,0.201752016188202,0.192583034606515,0.201696159822654,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1741.6003,-36.2632,8585.5,316.391846815564,0.19324607218231,377.533328483179,0.176677385201246,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.19324607218231,0.202129028519741,0.192802884913186,0.201958968682403,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1742.6003,-36.2528,8595.5,316.76036565176,0.193582041825662,378.079484004071,0.176958904966829,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.193582041825662,0.202551944548334,0.193137634964444,0.20236051753191,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1743.6004,-36.2448,8595.5,316.76036565176,0.193909484320706,378.183204808531,0.177233203320152,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.193909484320706,0.202939492154607,0.19347557432903,0.202760129855823,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1744.6004,-36.232,8592,316.631384059091,0.194244601249227,378.13532099864,0.177513852657433,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.194244601249227,0.203340585114108,0.193888007180386,0.203291716066571,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1745.6004,-36.2296,8600.5,316.944625069857,0.19456650109787,378.611431811475,0.177783358982379,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.19456650109787,0.20370630965129,0.194229954553015,0.20367856446871,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1746.6005,-36.216,8597.5,316.834069418999,0.194891385448421,378.582300165329,0.17805529041451,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.194891385448421,0.204087084580948,0.194551547876081,0.204068071498487,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1747.6006,-36.2136,8604,317.073606662526,0.195256773753437,378.984376141817,0.178361035735323,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.195256773753437,0.204482157383459,0.194886402403213,0.204392049097202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1748.6006,-36.1976,8600.5,316.944625069857,0.195591890681959,378.936423528755,0.178641368769949,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.195591890681959,0.20483584160666,0.195268272948004,0.204828716494818,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1749.6006,-36.1928,8602,316.999902895287,0.195922744036326,379.107393729781,0.178918058154722,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.195922744036326,0.205200061104593,0.195574735770499,0.20517659224481,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1750.6007,-36.1848,8605.5,317.128884487955,0.196235690379245,379.360890074649,0.179179701648064,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.196235690379245,0.20549805887563,0.195909438567518,0.205486627966708,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1751.6005,-36.1712,8603.5,317.055180720716,0.196571660022597,379.379243913752,0.179460517941531,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.196571660022597,0.205821642313878,0.19624000244811,0.205838443739878,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1752.5998,-36.1664,8600.5,316.944625069857,0.196972435993093,379.373979944784,0.179795398736005,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.196972435993093,0.206245310862094,0.196662977871408,0.20630037941876,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1753.5999,-36.1528,8599,316.889347244428,0.197278986974781,379.404956651908,0.180051471244032,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.197278986974781,0.206471819268867,0.196944055176503,0.20649810706863,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1754.5999,-36.1504,8598.5,316.870921302618,0.197631584557334,379.494623579797,0.180345926986381,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.197631584557334,0.206786372471628,0.197354455160743,0.206854135275608,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1791.6005,-35.8192,8594,316.70508782633,0.209352576264683,383.008113878905,0.190085155474186,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.209352576264683,0.215313172329251,0.209043807411309,0.215445710269178,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1792.6005,-35.8056,8589,316.520828408233,0.209578972052271,382.856938259164,0.190272342075978,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.209578972052271,0.215614180178784,0.209223525857052,0.215650678744151,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1793.6006,-35.7952,8580.5,316.207587397467,0.209790018972905,382.544783156958,0.19044680651026,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.209790018972905,0.215883582204115,0.209474262753703,0.216038612449463,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1800.5999,-35.7376,8585.5,316.391846815564,0.211454944680125,383.294467281192,0.191822070884272,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.211454944680125,0.218275842088272,0.211167815626033,0.218412756149561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1801.5999,-35.7272,8584,316.336568990135,0.211718859920271,383.310986727817,0.192039896977215,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.211718859920271,0.218688975361755,0.211446989130477,0.218863993471148,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1802.6,-35.716,8584,316.336568990135,0.211984480590079,383.395012259156,0.192259082771476,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.211984480590079,0.219089315801633,0.211741253275049,0.219270239546248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1803.6,-35.7032,8590.5,316.576106233662,0.212285062567951,383.780484752993,0.19250706013048,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.212285062567951,0.219555877968408,0.211898561622834,0.219480713873248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1804.6001,-35.6952,8585.5,316.391846815564,0.21254300880428,383.638721898887,0.192719814379202,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.21254300880428,0.219939662976561,0.212137030307908,0.219920923652178,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1805.6001,-35.6872,8588.5,316.502402466423,0.212809055831503,383.856979903705,0.192939202757631,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.212809055831503,0.220370856721016,0.212470391657677,0.220427530133274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1806.6002,-35.6904,8597,316.815643477189,0.21311944402993,384.335217275032,0.193195095048057,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.21311944402993,0.220856984398011,0.212743763840841,0.220881213586407,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1807.6002,-35.672,8590.5,316.576106233662,0.213368010403121,384.123320161906,0.193399972574711,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.213368010403121,0.221283663024723,0.212988022518054,0.221281459615781,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1808.6003,-35.664,8590.5,316.576106233662,0.213683514890533,384.22320134403,0.193659962513863,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.213683514890533,0.221740442436388,0.213270672435317,0.221713599521601,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1809.6003,-35.6536,8592,316.631384059091,0.213965763499542,384.379659897211,0.193892490838933,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.213965763499542,0.222179913896705,0.21353415375795,0.222168485896446,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1810.6003,-35.6424,8599,316.889347244428,0.214254833827197,384.784421679892,0.194130583151747,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.214254833827197,0.222612612680407,0.213835177092484,0.222637269989528,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1811.6004,-35.6376,8605.5,317.128884487955,0.214561384808885,385.172497106588,0.194383011458972,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.214561384808885,0.223097987837778,0.214124037715252,0.223193204380126,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1812.6004,-35.6296,8599,316.889347244428,0.214851734208787,384.973573052184,0.194622039888523,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.214851734208787,0.223552509690571,0.214404935164177,0.223579199823079,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1813.6005,-35.6168,8597,316.815643477189,0.21513824639195,384.974805444409,0.194857853358355,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.21513824639195,0.223977683278036,0.214652338526064,0.224013929641564,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1814.6005,-35.6088,8603.5,317.055180720716,0.21543158029376,385.358879343704,0.195099223838654,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.21543158029376,0.224410382061738,0.214997865688013,0.224559776830772,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1815.6005,-35.5984,8597.5,316.834069418999,0.215718518834339,385.181045590322,0.195335275526301,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.215718518834339,0.224865656434156,0.215202947216229,0.224909917778537,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1816.6006,-35.5928,8602.5,317.018328837096,0.21599778294144,385.493585017709,0.195564960303366,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.21599778294144,0.225319425767326,0.215432721165979,0.225355795977686,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1817.6006,-35.5768,8602.5,317.018328837096,0.216309876569528,385.592524418126,0.195821583784841,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.216309876569528,0.225777710218238,0.215703800229434,0.225748318885829,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1818.6007,-35.5688,8600.5,316.944625069857,0.216616001193801,385.599902352358,0.196073235204793,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.216616001193801,0.226238252228022,0.215974826633665,0.226148823723632,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1819.5998,-35.5664,8600.5,316.944625069857,0.216914451384596,385.694494536181,0.196318516862949,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.216914451384596,0.226700299277054,0.216093977005958,0.22639822487662,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1820.5998,-35.5584,8602,316.999902895287,0.217291351339828,385.881240169998,0.196628186618745,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.217291351339828,0.227169119002701,0.216585885669819,0.227023542983823,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1821.5998,-35.5456,8602,316.999902895287,0.217522010701571,385.954359165273,0.196817654416178,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.217522010701571,0.227631918571357,0.216879508310917,0.227590348842428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1822.5999,-35.5376,8592.5,316.649810000901,0.217904026945789,385.649078731716,0.197131370572157,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.217904026945789,0.228191040651863,0.217151326302255,0.227974941370873,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1823.5999,-35.5352,8597.5,316.834069418999,0.218174763904581,385.959267711417,0.197353643317131,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.218174763904581,0.22856579542453,0.217392856100458,0.2282972473915,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1824.6,-35.5168,8597,316.815643477189,0.218460849730329,386.027458159077,0.19758846367801,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.218460849730329,0.229015802159581,0.217668702118017,0.228770815353821,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1825.6,-35.5088,8597,316.815643477189,0.218822400818606,386.142003199759,0.197885147365347,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.218822400818606,0.229576429279335,0.218013425429539,0.229320632065912,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1826.6001,-35.5008,8600.5,316.944625069857,0.219133641731864,386.397854988755,0.198140476755637,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.219133641731864,0.230024178455514,0.218375859394225,0.229871699268775,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1827.6001,-35.4952,8595.5,316.76036565176,0.219474727664201,386.281260637993,0.198420214936512,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.219474727664201,0.23053814935859,0.21854411506427,0.230108918753528,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1828.6001,-35.4824,8597,316.815643477189,0.219800464729583,386.451869147077,0.198687291868491,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.219800464729583,0.231025782074832,0.218921017931663,0.230684729726523,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1829.6002,-35.472,8594,316.70508782633,0.22012108550598,386.418555543929,0.198950104234906,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.22012108550598,0.231521692506937,0.219129372197614,0.230992876684022,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1830.6002,-35.472,8592,316.631384059091,0.220474109445949,386.440406482157,0.199239397554144,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.220474109445949,0.232037920968884,0.219433173547525,0.231482806767527,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1831.6003,-35.4616,8597,316.815643477189,0.220814342663455,386.773081537104,0.199518130056577,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.220814342663455,0.232527058724374,0.219733613993614,0.231953788914059,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1832.6003,-35.448,8588.5,316.502402466423,0.221152017736468,386.497547390312,0.199794690029426,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.221152017736468,0.233018454038735,0.220059693919581,0.232420174126257,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1833.6003,-35.4376,8590.5,316.576106233662,0.221515274254408,386.702549228404,0.200092116143747,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.221515274254408,0.233521137147454,0.220398202275561,0.232925387406783,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1834.6004,-35.432,8594,316.70508782633,0.22179624379117,386.949086695763,0.200322106904995,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.22179624379117,0.233997482069339,0.220679201782253,0.233386178428819,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1835.6004,-35.4192,8587.5,316.465550582803,0.222114306423075,386.757076857299,0.200582396819184,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.222114306423075,0.234411367862446,0.22100210534213,0.233852055066289,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1836.6005,-35.4112,8581,316.226013339276,0.222505276173016,386.587969770423,0.200902258245524,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.222505276173016,0.234950171913108,0.221385597242146,0.234392335608682,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1837.6006,-35.4032,8580.5,316.207587397467,0.222805005436057,386.660220626482,0.201147404447866,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.222805005436057,0.235376098020196,0.221668758260254,0.234801481426459,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1838.6006,-35.3928,8582.5,316.281291164706,0.223158029376026,386.862000829527,0.201436062892328,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.223158029376026,0.235876523570043,0.2219708086846,0.235256458496646,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1839.6006,-35.3928,8582.5,316.281291164706,0.22350124709544,386.970554172974,0.201716623185268,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.22350124709544,0.236342333217194,0.222328009328435,0.235737825841681,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1840.6007,-35.3768,8579,316.152309572037,0.223845317529685,386.921523695933,0.201997801536945,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.223845317529685,0.236823945776446,0.222687754870537,0.236202627637204,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1841.6007,-35.3664,8574,315.96805015394,0.224172760024729,386.799480036581,0.202265317941337,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.224172760024729,0.237256644560149,0.222960735987216,0.236602769268888,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1842.5995,-35.356,8577.5,316.097031746608,0.224506171523588,387.062766174009,0.202537637432981,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.224506171523588,0.237739009639024,0.223284525721225,0.23706214386008,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1843.5998,-35.348,8571,315.857494503081,0.224869001684112,386.884053966434,0.202833900877754,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.224869001684112,0.238226642355266,0.223586579321457,0.237488250714277,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1844.5999,-35.34,8576,316.041753921179,0.225235242703959,387.225495070201,0.203132860420731,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.225235242703959,0.238737603179847,0.223985747926242,0.238054413346275,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1845.5999,-35.3248,8572.5,315.91277232851,0.225572065062142,387.173868762158,0.203407726877377,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.225572065062142,0.239207175425117,0.224236326543847,0.238475179661743,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1846.5999,-35.3216,8577.5,316.097031746608,0.225957065808267,387.521389550774,0.203721817168569,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.225957065808267,0.23972039380857,0.224615687785746,0.23902527353866,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1847.6,-35.3168,8567.5,315.728512910413,0.226326291330022,387.18617630457,0.204022945114057,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.226326291330022,0.240233612192022,0.224856935416465,0.23943018992861,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1851.6002,-35.2696,8559.5,315.433697841456,0.227747766953037,387.273018146587,0.205181407123131,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.227747766953037,0.242302288637932,0.226223953504717,0.241499141061012,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1852.6002,-35.2664,8559,315.415271899646,0.228141721204886,387.374654925138,0.205502231213244,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.228141721204886,0.24286366827731,0.226614938776294,0.242113800963993,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1853.6003,-35.2616,8556,315.304716248788,0.228519047517534,387.357849683747,0.205809417553678,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.228519047517534,0.24341978027932,0.226967430226283,0.242633213610163,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1857.6004,-35.2168,8556,315.304716248788,0.230009593041847,387.827825717347,0.207021968574926,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.230009593041847,0.24565927867984,0.228440102715455,0.244868161284023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1858.6005,-35.2136,8554.5,315.249438423359,0.230380523993264,387.876769235915,0.207323490639788,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.230380523993264,0.246221410838841,0.228734090141782,0.245428406541367,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1859.6005,-35.2032,8563,315.562679434125,0.230745059583449,388.377208702465,0.207619725496947,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.230745059583449,0.246810633704301,0.229126765418088,0.24599564189983,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1875.6002,-35.056,8543,314.825641761734,0.23664584621288,389.327822165953,0.21240275186305,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.23664584621288,0.256252497424502,0.234356966891197,0.255113152223302,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1876.6003,-35.048,8538,314.641382343636,0.237034257818329,389.222168886393,0.212716787301996,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.237034257818329,0.2568808513104,0.234714832359814,0.255819850766213,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1877.6003,-35.0376,8541.5,314.770363936305,0.237391971689868,389.494321260682,0.213005916046078,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.237391971689868,0.257455776303007,0.235074980994142,0.256400705211301,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1878.6003,-35.0328,8534.5,314.512400750968,0.237777825150824,389.296475384498,0.213317695435576,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.237777825150824,0.258079615071162,0.235483548728272,0.257032725268173,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1879.6004,-35.0192,8538,314.641382343636,0.238145771600333,389.571897119257,0.213614914988474,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.238145771600333,0.25871775171217,0.235815937581208,0.25764693257077,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1880.6004,-35.0064,8524.5,314.143881914772,0.238502206399625,389.067890878388,0.213902751455278,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.238502206399625,0.259323530009354,0.23618461992856,0.258267032990094,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1902.6005,-34.8144,8467,312.024898606649,0.246894625764779,389.062169177431,0.220656160933947,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.246894625764779,0.273345980679811,0.243277464175736,0.270848382256786,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1903.6005,-34.8008,8464,311.91434295579,0.247284316442474,389.045868042216,0.220968641064599,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.247284316442474,0.274011208027277,0.243560876949578,0.271430940503061,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1904.6005,-34.8064,8462.5,311.859065130361,0.247699588565094,389.106427253446,0.221301526680111,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.247699588565094,0.274715566395183,0.244021819859435,0.272265338010409,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1914.5999,-34.7008,8398,309.4821186369,0.251589673623399,387.344623857036,0.224414482237965,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.251589673623399,0.281453627106961,0.247094736839864,0.278110212071821,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1915.6,-34.696,8394.5,309.353137044232,0.251976806156601,387.302952491163,0.224723747072284,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.251976806156601,0.282126379650666,0.247365568387244,0.278682061390506,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1916.6,-34.688,8383.5,308.947766324417,0.252401458142361,386.926633034525,0.22506287474791,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.252401458142361,0.282863848882019,0.247784261106676,0.279455667138329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1917.6001,-34.6744,8380.5,308.837210673559,0.252771962736362,386.902598581538,0.225358666323547,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.252771962736362,0.2835358489061,0.247981874613482,0.279956868817386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1918.6001,-34.6744,8368.5,308.394988070124,0.25318467671449,386.475873425027,0.225688052694693,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.25318467671449,0.284223651842281,0.248401332378377,0.280662939125545,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1919.6002,-34.6696,8360.5,308.100173001168,0.253587158114647,386.230420287165,0.226009168001657,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.253587158114647,0.284936287926048,0.248705527473608,0.281305585768229,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" 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+1929.6006,-34.5744,8247,303.91748421035,0.257520305271909,382.18240752167,0.229141770194917,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.257520305271909,0.291904619642719,0.251455435439264,0.287353189178503,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1930.6007,-34.5616,8235.5,303.493687548725,0.257942399113177,381.777577430748,0.229477369561581,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.257942399113177,0.292664664462788,0.251864399721165,0.288138800006496,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1931.6008,-34.5592,8217.5,302.830353643573,0.258360655737705,381.069802388208,0.229809806966188,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.258360655737705,0.293452552508938,0.252215969941517,0.288951252596058,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1932.5998,-34.5488,8212.5,302.646094225476,0.258788292225373,380.967360098766,0.230149585422388,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.258788292225373,0.294189269220668,0.252472961314498,0.289600851021818,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1933.5998,-34.5352,8189.5,301.798500902226,0.259244494659873,380.038100757731,0.230511933714171,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.259244494659873,0.2949733946687,0.253236336776501,0.290419881030904,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1934.5998,-34.5224,8174.5,301.245722647933,0.259663177641817,379.468144241701,0.230844365895314,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.259663177641817,0.295742469724254,0.253501566576288,0.291162422250322,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1935.5999,-34.5192,8148,300.269147732015,0.260069496258714,378.359993724714,0.231166875203248,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.260069496258714,0.296476176357489,0.253720336985247,0.291744466733091,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1936.5999,-34.5144,8131.5,299.661091652293,0.260539768487923,377.73472309622,0.231540016920405,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.260539768487923,0.29729567022784,0.254161784983623,0.292681948484951,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1937.6,-34.4984,8105.5,298.702942678185,0.260961435971775,376.652891528479,0.231874474415042,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.260961435971775,0.298048189851671,0.254555765296775,0.293484785976728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1938.6,-34.4856,8080.5,297.781645587696,0.261415932976614,375.626512292315,0.232234846352526,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.261415932976614,0.29887897151638,0.255194350716443,0.294754020368822,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +1939.6001,-34.4856,8038,296.215440533866,0.26186147647573,373.782853146973,0.232587993019696,"S191107-ERR-273","6xxxT4","A36R19W18","E200131-WEL-002",NA,0.00025,0.26186147647573,0.299714268298832,0.255537154191707,0.295434896968807,"TCT",NA,"C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S","0.00025 mm/mm/s" +0,-44.9072,-11.5,-0.421844966472496,0,-0.421844966472496,0,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0,0,-2.67308914436234e-18,-3.18072080724806e-18,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+0.950300000000425,-44.9128,-10,-0.366821709976083,-1.39843017207386e-05,-0.366816580230613,-1.39843995019853e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-1.39843017207386e-05,-1.97571066237378e-05,-1.62804355740715e-05,-6.60265320460358e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1.20030000000042,-44.9048,-13,-0.476868222968908,5.45852448123601e-06,-0.476870825965777,5.45850958361492e-06,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,5.45852448123601e-06,3.1815622906807e-06,-7.4017037234149e-07,8.72621328094851e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1.45040000000154,-44.9128,-10,-0.366821709976083,1.9827114280213e-06,-0.366822437277679,1.98270946235835e-06,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,1.9827114280213e-06,-9.60494923496097e-07,-5.2043835336259e-06,-4.23465214031972e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1.70030000000042,-44.9104,-11.5,-0.421844966472496,-2.20869289014584e-05,-0.421835649212714,-2.20871728212938e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-2.20869289014584e-05,-3.82277280627948e-05,-1.02775485140369e-05,-2.4765988797929e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1.95040000000154,-44.9072,-8,-0.293457367980867,-2.89832358408518e-05,-0.293448862636762,-2.89836558629805e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-2.89832358408518e-05,-4.93236345573092e-05,-3.20003668619416e-05,-3.54140407282509e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+2.70040000000154,-44.9072,-10,-0.366821709976083,1.82499616284726e-05,-0.366828404458215,1.82497951000566e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,1.82499616284726e-05,3.07134847105253e-05,7.08486119281145e-06,2.41069176722168e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +2.95040000000154,-44.9104,-3.5,-0.128387598491629,-1.36147398400342e-05,-0.128385850527877,-1.36148325214849e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-1.36147398400342e-05,-2.36423093422715e-05,-9.71889769260895e-06,-6.27853331733293e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +3.20050000000083,-44.9152,-1.5,-0.0550232564964125,-2.05796254923694e-05,-0.0550221241384004,-2.05798372557987e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-2.05796254923694e-05,-2.61972920695185e-05,-6.31397438292176e-06,-9.65878594348545e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +3.45050000000083,-44.9152,-10,-0.366821709976083,6.83412350565437e-06,-0.366824216880953,6.83410015303459e-06,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,6.83412350565437e-06,-1.03474851169086e-05,-1.36639266540515e-06,-3.6007178070776e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +3.70050000000083,-44.9072,-3.5,-0.128387598491629,4.15739520270124e-05,-0.12839293607149,4.1573087854182e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,4.15739520270124e-05,1.77279124552003e-05,1.77057975474369e-05,2.20935492855413e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +3.95050000000083,-44.9072,10,0.366821709976083,-2.65080068898351e-06,0.366820737604841,-2.65080420233087e-06,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,-2.65080068898351e-06,-1.25823931841401e-05,2.94998462221958e-06,-5.70585509436625e-06,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +4.20050000000083,-44.9072,59.5,2.1825891743577,2.49040708086507e-05,2.18264352971304,2.49037607074616e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,2.49040708086507e-05,6.42211501561642e-06,6.17765261761995e-06,1.58756133136874e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +4.45060000000012,-44.9104,115.5,4.23679075022376,6.00226819245646e-05,4.23704505376734,6.00208806354155e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,6.00226819245646e-05,3.07844568710642e-05,5.89572166776762e-05,5.05160487552593e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +4.70050000000083,-44.9024,154.5,5.66739541913049,6.75260501048668e-05,5.66777811595753,6.75237703237569e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,6.75260501048668e-05,3.76099767440514e-05,6.1509793785634e-05,5.41830613022141e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +4.95050000000083,-44.9024,205.5,7.53818614000851,8.97517778877774e-05,7.53886270561662,8.97477504378872e-05,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,8.97517778877774e-05,6.00087304037089e-05,8.27698823699904e-05,8.26674323342167e-05,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +5.20050000000083,-44.9,241.5,8.85874429592241,0.000129388867097607,8.85989051881077,0.000129380497080199,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000129388867097607,0.000128139746667763,0.000128832616959388,0.000138924215071736,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +5.45050000000083,-44.8944,296.5,10.8762637007909,0.000132479492470702,10.877704582686,0.00013247071783764,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000132479492470702,0.000117338130037986,0.000131944373360488,0.000134231809869655,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +5.70060000000012,-44.8944,327,11.9950699162179,0.000164386820608268,11.9970417476244,0.00016437331057543,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000164386820608268,0.000168771496737439,0.000169372064545515,0.00017422348144223,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +5.95060000000012,-44.8888,383,14.049271492084,0.000199796203762139,14.0520784831937,0.000199776247158699,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000199796203762139,0.0001955587834635,0.000196055086249441,0.000205794421959819,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +6.20060000000012,-44.892,417.5,15.3148063915015,0.000195878029230807,15.3178062255955,0.00019585884763445,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000195878029230807,0.000192188546613698,0.000184981363479951,0.000187553490448779,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +6.45060000000012,-44.8888,465.5,17.0755505993867,0.000219526493511024,17.0792991351346,0.000219502401096188,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000219526493511024,0.000175872475897457,0.000212799569858406,0.000206895900041858,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +6.70060000000012,-44.8888,506.5,18.5795196102886,0.000238923376025551,18.5839586918388,0.000238894838381246,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000238923376025551,0.000229391355395188,0.000234802154052079,0.000237484417789259,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +6.95060000000012,-44.8864,557.5,20.4503103311666,0.000281878336204129,20.4560748306176,0.000281838615969985,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000281878336204129,0.000279297654080403,0.000278720836611382,0.000271804963571077,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +7.20060000000012,-44.8816,595,21.825891743577,0.000304091273428179,21.832528806791,0.000304045047048065,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000304091273428179,0.000287456065749056,0.000318589072449012,0.000317558055160311,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+8.95070000000123,-44.8656,916,33.6008686338092,0.000472227433190765,33.6167358857571,0.000472115968906039,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000472227433190765,0.00047269114691916,0.00047932437374953,0.000473310914988285,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +9.20070000000123,-44.8632,942,34.554605079747,0.000495420979927377,34.5717241560566,0.000495298299470908,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000495420979927377,0.000487638200031695,0.000500500938377675,0.00050903629485877,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +9.45070000000123,-44.86,1003,36.7922175106011,0.000517288572062203,36.8112497042602,0.000517154824450818,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000517288572062203,0.000502946511225441,0.000500169344784673,0.000511189413820249,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +9.70070000000123,-44.8576,1034,37.929364811527,0.000506480549823556,37.9485752970712,0.000506352331841381,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000506480549823556,0.000469040935056473,0.000517038615731758,0.000495075567768665,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +9.95070000000123,-44.8576,1083.5,39.7451322759086,0.000567406245203678,39.7676839121784,0.000567245331146352,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000567406245203678,0.000555727822140655,0.000552669815837637,0.000560101402256031,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +10.2008000000005,-44.8496,1116.5,40.9556439188297,0.00058843392397295,40.9797436090897,0.00058826086461757,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00058843392397295,0.000546320059607589,0.000574199138044786,0.00055780314490136,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +10.4508000000005,-44.852,1167.5,42.8264346397077,0.00060328802633153,42.8522713149363,0.000603106121267314,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00060328802633153,0.000599583047964507,0.000605743031894525,0.000608143747570614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +10.7008000000005,-44.8496,1205,44.202016052118,0.000617067721745706,44.2292916894598,0.000616877413743617,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000617067721745706,0.000606514687398957,0.000619579714952708,0.000625621812600635,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +10.9508000000005,-44.8472,1256.5,46.0911478584949,0.000653047563825072,46.1212475703178,0.00065283442105467,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000653047563825072,0.000614206474045867,0.00064607941379989,0.00064489469593724,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+13.4509000000016,-44.8232,1670.5,61.2775666515047,0.000886773709432671,61.3319059865893,0.000886380757915707,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000886773709432671,0.000861141425012699,0.0008790912966617,0.000883622897947662,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +13.7009000000016,-44.8232,1715,62.9099232608983,0.000879692003342756,62.9652646173218,0.000879305301101625,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000879692003342756,0.000858447041823306,0.000880693687746342,0.000876923494788286,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +13.9509000000016,-44.8312,1761,64.5973031267883,0.000902327029009192,64.6555910194007,0.000901920176699687,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000902327029009192,0.000884246889793753,0.000902017155067336,0.000902723924065469,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +14.2007000000012,-44.8184,1789,65.6244039147213,0.000929370533963164,65.6853933020285,0.000928938936557122,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000929370533963164,0.000904740759695603,0.000922858323058248,0.000923115940425196,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +14.4509000000016,-44.8208,1838,67.4218302936041,0.000935863874345663,67.4849279489182,0.00093542622678117,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000935863874345663,0.000926912974433439,0.000933038998315754,0.000933892362203391,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +14.7009000000016,-44.8152,1866,68.4489310815371,0.000964851544246984,68.5149741383932,0.000964386374185185,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000964851544246984,0.00096244421196826,0.000960501981988521,0.000961972160796706,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +14.9507000000012,-44.8072,1905.5,69.8978768359427,0.000987166805941764,69.9668776997609,0.000986679877217322,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000987166805941764,0.000983186446801077,0.000974175280550036,0.000986821038575996,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +15.2010000000009,-44.8104,1938.5,71.1083884788637,0.000979236659447258,71.1780204196564,0.000978757519998042,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.000979236659447258,0.000992669471434351,0.000982121224220694,0.00101511836979728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +15.4510000000009,-44.8104,1997.5,73.2726365677226,0.0010248094206731,73.3477270559547,0.00102428466198655,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0010248094206731,0.000998833437445959,0.0010128106221218,0.00100067868478338,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+27.7005000000008,-44.6968,3967,145.518172347512,0.0021473984003274,145.83065783803,0.0021450960358558,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0021473984003274,0.00213173878030241,0.00214123596221944,0.00214749724689872,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +27.9505000000008,-44.6864,4008,147.022141358414,0.00215543513481246,147.339038047493,0.00215311551709467,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00215543513481246,0.00214813086574006,0.0021511619984164,0.00214896617930658,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +28.2005000000008,-44.6864,4033,147.939195633354,0.00217129542780162,148.260415332425,0.00216894157254527,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00217129542780162,0.00215561944471629,0.00218153696368517,0.00217121616062553,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+29.2006000000001,-44.684,4164.5,152.76290111954,0.00225789603833768,153.107823868783,0.00225535082158095,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00225789603833768,0.00225670397158121,0.00227097639641111,0.00227375017260893,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +29.4506000000001,-44.676,4194,153.845025163969,0.00232506352644246,154.202724620702,0.00232236474865182,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00232506352644246,0.00232042086566479,0.00232263951558794,0.00231720526858004,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +29.7004000000015,-44.676,4220.5,154.817102695406,0.00236577161178102,155.183364601981,0.00236297757994799,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00236577161178102,0.0023735032249811,0.00236857316458195,0.00238609415827565,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +29.9506000000001,-44.6736,4250,155.899226739835,0.00241484045909596,156.275698500108,0.0024119294174002,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00241484045909596,0.00242223543490211,0.00240134779618482,0.00242714975747912,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +30.2006000000001,-44.6736,4275,156.816281014776,0.00239999914729609,157.192639955494,0.00239712374905913,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00239999914729609,0.00239160376009466,0.00239973612608742,0.0024083822276179,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +30.4506000000001,-44.6656,4303,157.843381802709,0.00244133823353862,158.228730885615,0.00243836300872291,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00244133823353862,0.00243600839925044,0.00244671877393014,0.00245612256712648,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +30.7006000000001,-44.668,4317.5,158.375273282174,0.00249151559595488,158.76986774557,0.0024884169168434,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00249151559595488,0.00250397007578906,0.00249420670416346,0.00251352277488104,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +30.9507000000012,-44.66,4340.5,159.218963215119,0.00253950150928607,159.623300012511,0.00253628242409103,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00253950150928607,0.00255861036058087,0.00255001306554324,0.00257343518944897,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +31.2007000000012,-44.6656,4367,160.191040746556,0.00257973208042714,160.604290713367,0.00257641028329496,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00257973208042714,0.00262220683530396,0.0025727829521009,0.002615550543286,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +31.4507000000012,-44.66,4385,160.851319824513,0.00263555434282115,161.275252219025,0.002632087359753,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00263555434282115,0.00266886933746785,0.00262846171610653,0.00267854389119964,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +31.7007000000012,-44.6576,4401.5,161.456575645973,0.00267404966147675,161.888318547422,0.00267048075155992,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00267404966147675,0.00271289766612232,0.00266968032929078,0.00270970990406175,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +31.9507000000012,-44.652,4414.5,161.933443868942,0.00270201408666895,162.370990315379,0.00269837020900332,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00270201408666895,0.00274751823224387,0.00268535452134187,0.00273311343146724,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+33.7008000000005,-44.6368,4520,165.80341290919,0.00301528898135993,166.303358113207,0.00301075211522643,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00301528898135993,0.00307001633187579,0.00301216388396162,0.00308258524637731,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +33.9508000000005,-44.6392,4536,166.390327645151,0.00305637225642511,166.898878426303,0.00305171104592149,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00305637225642511,0.00314392371433524,0.00304859701460568,0.00312839873908294,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +34.2008000000005,-44.6392,4551,166.940560210115,0.00309824001910057,167.457782134569,0.00309345036394349,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00309824001910057,0.00315378304946982,0.00309103753286038,0.00317423218549621,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +34.4508000000005,-44.6368,4562.5,167.362405176588,0.00316011647935602,167.891289871211,0.00315513380573407,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00316011647935602,0.0032251315205202,0.00314553330347118,0.00322787542235048,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +34.7008000000005,-44.6312,4570.5,167.655862544569,0.0032042737520679,168.193077824301,0.00319915100712981,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0032042737520679,0.00328759906373951,0.00321290005256534,0.00329283947972413,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +34.9508000000005,-44.6448,4590.5,168.389505964521,0.00321516278117923,168.930905636839,0.00321000519734858,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00321516278117923,0.00330528565730158,0.00321794244990264,0.00330326446191962,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +35.2008000000005,-44.6288,4599,168.701304418001,0.00328372017668025,169.255272295151,0.0032783405411756,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00328372017668025,0.00335646388548129,0.00328381821277464,0.00335741226697366,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +35.4508000000005,-44.6264,4603.5,168.86637418749,0.00335394034483355,169.432741932763,0.00334832843142948,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00335394034483355,0.0034469289299989,0.00335857692996991,0.00345229489705603,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +35.7008000000005,-44.6288,4616.5,169.343242410459,0.00338207957433028,169.915974731666,0.00337637320584851,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00338207957433028,0.0034686044148748,0.00338207735178035,0.00347500478209363,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +35.9509000000016,-44.6232,4631.5,169.893474975423,0.00344675716697655,170.479056527917,0.00344083071361852,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00344675716697655,0.00356260677810485,0.00345694447099719,0.00356037323260624,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +36.2009000000016,-44.6208,4636.5,170.076885830411,0.00348419086924645,170.669466163091,0.00347813513837804,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00348419086924645,0.00357901391596246,0.00349030310007613,0.00358977172187748,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +36.4509000000016,-44.6184,4646.5,170.443707540387,0.00353624844381546,171.046438835935,0.0035300106186283,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00353624844381546,0.00363944938247442,0.00354669618056583,0.00365064531692256,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+48.7004000000015,-44.508,4954,181.723475122152,0.00609632143527135,182.831319838831,0.00607781404765056,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00609632143527135,0.00631968329708207,0.00611561203595146,0.00634723841720019,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +48.9504000000015,-44.508,4952,181.650110780156,0.00615784402339838,182.768683829173,0.00613896197737268,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00615784402339838,0.00641963136623295,0.00616272355274039,0.00639481205893385,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +49.2005000000008,-44.492,4955.5,181.778498378648,0.00622571925576015,182.910200276287,0.00620641952734081,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00622571925576015,0.00647156221541514,0.00623930471873897,0.00646539098974565,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+64.8501000000015,-44.36,5177.5,189.921940340117,0.00957096202056728,191.739676017985,0.00952545052565759,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00957096202056728,0.00992165215362504,0.00957563923956582,0.00991546994593437,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +65.8501000000015,-44.3528,5189,190.34378530659,0.00977838225011527,192.205039598252,0.00973088326156914,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00977838225011527,0.0101204193604228,0.0097913511998406,0.0101218185357161,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +66.8502000000008,-44.3448,5200.5,190.765630273062,0.00998972491771412,192.671326443244,0.0099401574526213,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.00998972491771412,0.0103397331205926,0.010021586333451,0.010356650837623,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+70.8504000000012,-44.308,5243,192.32462254046,0.0108154833978546,194.404706302545,0.0107574143784284,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0108154833978546,0.0111850770307596,0.0108185282366283,0.0111671249463903,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +71.8504000000012,-44.3024,5258,192.874855105425,0.0110012449477293,194.996718630698,0.0109411714398801,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0110012449477293,0.0113661576439952,0.0110224623883159,0.0113651539419916,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +72.8505000000005,-44.284,5267.5,193.223335729902,0.0111878592015283,195.385091204498,0.0111257380107768,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0111878592015283,0.0115549149914578,0.0112090419605153,0.0115579288387817,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+1003.8507,-42.9032,7995.5,293.292298211377,0.039471494107816,304.868983432095,0.0387124052442179,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.039471494107816,0.0404291444957064,0.0395870485593043,0.0404460810892243,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1004.8508,-42.8928,8000.5,293.475709066365,0.0396599416750517,305.114938570981,0.0388936805253361,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0396599416750517,0.040625051742694,0.0397818317117953,0.0406459359849202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1005.8508,-42.8744,8010,293.824189690843,0.0398475791735595,305.532372352656,0.0390741439255748,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0398475791735595,0.0408113254408479,0.0399625263750677,0.0408330329920225,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1006.8509,-42.8688,8015,294.007600545831,0.0400428057369921,305.780489779687,0.0392618716687504,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0400428057369921,0.0410186725270757,0.0401539600729996,0.0410261868810601,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1007.8509,-42.8664,8006.5,293.695802092351,0.0402270324198032,305.51031264468,0.0394389897328723,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0402270324198032,0.0411814644499469,0.0403352771548536,0.0412077555469692,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1008.8509,-42.856,8016.5,294.062623802327,0.0404222163480397,305.949286801537,0.0396266080245421,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0404222163480397,0.0413888115361749,0.0405457887371736,0.0414152888938515,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1009.851,-42.8504,8013.5,293.952577289334,0.0405647884441564,305.87670139969,0.0397636315580976,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0405647884441564,0.0415369273494946,0.0406871342245126,0.0415692071652504,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1010.851,-42.832,8020,294.191011400819,0.0407850418677628,306.189604117921,0.0399752763486282,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0407850418677628,0.0417488654238386,0.040907707963025,0.0417802411488447,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1011.8501,-42.8264,8020,294.191011400819,0.0409860241826834,306.248731308421,0.0401683641658455,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0409860241826834,0.0419631366232906,0.0411006087293206,0.0419691106488149,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1012.8501,-42.8216,8015,294.007600545831,0.0411771151320838,306.113985363214,0.0403519145767897,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0411771151320838,0.0421389488895079,0.0412872222167444,0.0421688551364824,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1013.8502,-42.8056,8018,294.117647058824,0.041345481521906,306.278082800561,0.0405136092354306,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.041345481521906,0.0423210079100469,0.0414692870630121,0.0423409503083918,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1014.8502,-42.7952,8027,294.447786597802,0.0415386615959207,306.678753562956,0.0406991021013751,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0415386615959207,0.0425252692501638,0.0416577318607896,0.0425365066378101,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1015.8502,-42.7928,8025,294.374422255807,0.0417202448965671,306.655795243605,0.04087342829822,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0417202448965671,0.0426894911529401,0.041844114225503,0.0427153017570971,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1016.8503,-42.7848,8033.5,294.686220709286,0.0418936422395417,307.031699812603,0.0410398673342099,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0418936422395417,0.0428784742867035,0.042016102807247,0.0429008066314654,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1017.8503,-42.7744,8041.5,294.979678077267,0.042091469549943,307.395806214908,0.0412297221559899,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.042091469549943,0.0430813056469155,0.0422158247239629,0.0431031131631478,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1018.8504,-42.7744,8041.5,294.979678077267,0.042275483056773,307.450086459915,0.0414062875223502,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.042275483056773,0.0432599026108423,0.0424102102655446,0.0432872058859054,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1019.8504,-42.764,8038,294.851290478776,0.0424648685983255,307.372111785004,0.0415879749367307,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0424648685983255,0.0434635618541571,0.042602851498581,0.0434822270122373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1020.8504,-42.7456,8038,294.851290478776,0.042629227279704,307.42057315431,0.0417456260298336,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.042629227279704,0.0436149891998887,0.0427587928238438,0.0436656974799998,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1021.8505,-42.74,8044.5,295.08972459026,0.0428606937599127,307.73747490762,0.041967604068494,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0428606937599127,0.0438664398768713,0.042975214756785,0.043866694272679,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1022.8505,-42.7344,8049.5,295.273135445248,0.043039804219179,307.981633385995,0.0421393384919529,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.043039804219179,0.0440446605302968,0.0431690718489245,0.0440574745016949,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1023.8506,-42.7192,8048,295.218112188752,0.0432239029964016,307.978591232779,0.0423158250761404,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0432239029964016,0.0442348478576644,0.0433555006735852,0.0442406911583578,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1024.8506,-42.7088,8051.5,295.346499787243,0.0434012227774272,308.164899021042,0.0424857835217301,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0434012227774272,0.0444206699832167,0.0435365244375872,0.0444228970651014,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1025.8507,-42.7056,8048,295.218112188752,0.0436064259767724,308.091518944913,0.042682431770843,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0436064259767724,0.0445997937818453,0.0437366503121636,0.0446233401827473,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1026.8507,-42.6952,8053,295.40152304374,0.0437971758446032,308.33927549325,0.0428651945755017,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0437971758446032,0.0448100008278832,0.0439310318058732,0.044828016615061,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1027.8508,-42.6896,8059.5,295.639957155224,0.0439644763545204,308.637613061026,0.0430254624011887,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0439644763545204,0.0449626323672189,0.0440865505263409,0.0449870684693744,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1028.8508,-42.6792,8056.5,295.529910642231,0.0441725361120112,308.584216292254,0.0432247402808844,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0441725361120112,0.0451733662479586,0.044306794232945,0.0451981811982212,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1029.8509,-42.6608,8054.5,295.456546300236,0.0443853283762812,308.570482128694,0.043428509847076,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0443853283762812,0.0453816917414898,0.0445072458349304,0.0454223228675603,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1030.8509,-42.656,8054.5,295.456546300236,0.0445745433770487,308.626386939329,0.0436096669902491,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0445745433770487,0.0455772979400764,0.0446958861867443,0.0456012637200318,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1031.8509,-42.6528,8059.5,295.639957155224,0.0447461500417825,308.868707036438,0.0437739372869634,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0447461500417825,0.0457460355688686,0.0448843402519318,0.0457849933484046,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1032.851,-42.6424,8061,295.694980411721,0.0449340859866638,308.981764087366,0.0439538078165763,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0449340859866638,0.0459591025747165,0.0450502521714651,0.0459722283107542,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1033.851,-42.624,8066,295.878391266709,0.0451127700939681,309.226285107697,0.044124793560001,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0451127700939681,0.0461222708080893,0.0452473665800251,0.0461533539925686,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1034.8501,-42.6272,8073,296.135166463692,0.0453209577570477,309.556295833369,0.0443239748695963,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0453209577570477,0.0463241237609978,0.0454499431326408,0.0463606922365995,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1035.8501,-42.6112,8071,296.061802121697,0.0455165680372462,309.537519281199,0.0445110867597897,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0455165680372462,0.0465583394170199,0.0456503005362211,0.0465707835329451,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1036.8502,-42.6032,8074,296.17184863469,0.0456970854579874,309.706038912,0.0446837304501059,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0456970854579874,0.0467235397270997,0.0458265750868204,0.0467332204762183,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1037.8502,-42.5976,8067.5,295.933414523205,0.0458800330849123,309.510849372461,0.0448586679417905,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0458800330849123,0.0469184685667839,0.0460099542565408,0.0469440194959063,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1038.8503,-42.5872,8073,296.135166463692,0.0460542831318109,309.773459265297,0.0450252602156978,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0460542831318109,0.0470939797845999,0.0461893096770252,0.0471215149573021,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1039.8503,-42.5768,8081,296.428623831673,0.0462762419632655,310.146226552945,0.0452374244312698,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0462762419632655,0.0473217981620995,0.0464073696720312,0.0473327269587133,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1040.8503,-42.5664,8081,296.428623831673,0.0464488718727084,310.197398999434,0.0454024054014824,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0464488718727084,0.047481730125161,0.046590257096944,0.0475131701164215,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1041.8504,-42.5608,8082.5,296.483647088169,0.0466302419973737,310.308751300154,0.0455757100070441,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0466302419973737,0.0476836583401697,0.046768532434728,0.0476971294984743,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1042.8504,-42.5456,8076,296.245212976685,0.0468610263144432,310.127567697513,0.045796187944065,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0468610263144432,0.0479300664564346,0.0469955540891158,0.0479363837185492,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1043.8505,-42.5424,8085.5,296.593693601162,0.0470237222231698,310.540633062207,0.0459515889604463,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0470237222231698,0.0480667424305142,0.0471613914097195,0.0480962585275107,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1044.8505,-42.532,8087.5,296.667057943157,0.0471532053140509,310.655860636266,0.0460752490861439,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0471532053140509,0.0482363079424095,0.0472921647989158,0.0482497623663469,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1045.8506,-42.532,8089,296.722081199654,0.0473730323856951,310.778705961876,0.046285155334626,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0473730323856951,0.0484012072040883,0.0475014862654561,0.0484107037136453,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1046.8506,-42.5136,8090.5,296.77710445615,0.0475319337619591,310.883494127226,0.0464368580410842,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0475319337619591,0.0485845456803319,0.0476688353921521,0.0486044238700815,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1047.8506,-42.5056,8095.5,296.960515311138,0.0477336408752154,311.135521903119,0.0466293941246442,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0477336408752154,0.0488025047226969,0.0478715281465633,0.0488059343574967,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1048.8507,-42.4976,8096,296.978856396637,0.0479254566229514,311.211703696808,0.0468124541924775,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0479254566229514,0.0490053360829088,0.048047962947723,0.0490018511624811,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1049.8507,-42.4824,8097,297.015538567635,0.0480872998277539,311.298213824239,0.0469668837918452,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0480872998277539,0.0491730200422973,0.048221041320319,0.0491626489317458,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1050.8508,-42.4792,8095.5,296.960515311138,0.0482747667854767,311.296214932278,0.0471457335823542,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0482747667854767,0.0493698304344883,0.0483996353669919,0.0493635238044023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1051.8509,-42.4744,8107,297.382360277611,0.0484642375974216,311.794769643387,0.0473264626211756,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0484642375974216,0.0495430837892963,0.0486032205172761,0.0495673107545934,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1052.8509,-42.4664,8105.5,297.327337021114,0.0486697392431401,311.798180983789,0.0475224459476065,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0486697392431401,0.0497548713394397,0.04881002113133,0.0497906755735805,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1053.8509,-42.456,8109,297.455724619606,0.0488640278322561,311.990609426282,0.0477077002617171,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0488640278322561,0.0499480691508179,0.0489831236642354,0.0499480970670058,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1054.851,-42.44,8107,297.382360277611,0.0490241229940141,311.961269684111,0.0478603253308903,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0490241229940141,0.0501280960946497,0.0491816245476446,0.0501296150044699,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1055.851,-42.4352,8110.5,297.510747876102,0.0492250200385424,312.155720401985,0.0480518155033604,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0492250200385424,0.050336421588181,0.0493784867487644,0.0503335134685687,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1056.85,-42.424,8105.5,297.327337021114,0.0494203318723675,312.021352691425,0.0482379468420463,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0494203318723675,0.0505193084918228,0.0495579452140241,0.0505265410150248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1057.8501,-42.4136,8107,297.382360277611,0.0496024267953681,312.133247033515,0.048411451319504,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0496024267953681,0.0506993354356548,0.0497281588573558,0.0507043253576287,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1058.8501,-42.4008,8108.5,297.437383534107,0.0497906185514266,312.246974840588,0.0485907333810309,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0497906185514266,0.0509017152232651,0.0499224995911805,0.0509037994407138,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1059.8502,-42.3928,8117,297.749181987587,0.0499716902297185,312.628211876023,0.0487632021199768,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0499716902297185,0.0511258457578519,0.0501171202976542,0.0511159727565341,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1060.8502,-42.3792,8117,297.749181987587,0.0501699438920819,312.687241741818,0.0489520023987116,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0501699438920819,0.0512656074780422,0.0503027112828155,0.0512560014778613,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1061.8503,-42.3824,8113.5,297.620794389095,0.0503632092364891,312.609932730043,0.0491360179136915,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0503632092364891,0.0515181118244286,0.0505157575021064,0.0515170681689607,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1062.8503,-42.3744,8115.5,297.69415873109,0.0505619318860107,312.746150507715,0.0493251942400864,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0505619318860107,0.0517025039700759,0.0506947712089403,0.0516953945158964,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1063.8504,-42.356,8120,297.85922850058,0.0507407012637074,312.972814632566,0.0494953452457604,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0507407012637074,0.0518993143622666,0.0509008546471638,0.0519006119538284,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1064.8504,-42.3504,8126.5,298.097662612064,0.0509497842659072,313.28567421232,0.0496943117485154,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0509497842659072,0.0521001889078718,0.0511012241195285,0.0521019259410602,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1065.8505,-42.3456,8122,297.932592842575,0.0511336698671489,313.166979687651,0.0498692673159066,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0511336698671489,0.0522953435338567,0.051267308650665,0.0522796460979646,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1066.8505,-42.3352,8125.5,298.060980441066,0.0513112028241555,313.354847862444,0.0500381497058656,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0513112028241555,0.052469500033868,0.051454134660068,0.0524714115536036,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1067.8506,-42.324,8127,298.116003697563,0.051512355679861,313.472661313891,0.0502294666192656,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.051512355679861,0.0526701487931723,0.0516543564167471,0.05266590413212,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1068.8506,-42.3192,8128.5,298.171026954059,0.0516970087146343,313.585577132954,0.0504050583015525,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0516970087146343,0.0528538635799172,0.051845217502473,0.0528597470106086,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1069.8506,-42.3056,8132,298.299414552551,0.0518690843665264,313.771932052463,0.0505686620531455,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0518690843665264,0.0530430724999813,0.0520059895853889,0.0530305139356778,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1070.8507,-42.3056,8128.5,298.171026954059,0.0520464041475521,313.689756728001,0.0507372237491011,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0520464041475521,0.0532259594036232,0.0521872408668269,0.0532138424332345,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1071.8507,-42.2904,8140,298.592871920532,0.0522543359994543,314.195644176909,0.0509348493532858,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0522543359994543,0.0534303712679407,0.052390292793776,0.053442625033473,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1072.8508,-42.28,8138.5,298.537848664035,0.0524309736173408,314.190478731117,0.0511027011622893,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0524309736173408,0.0536143118409863,0.0525698489729986,0.0536064229727195,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1073.8508,-42.28,8138.5,298.537848664035,0.052619932806931,314.246890201062,0.0512822304929303,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.052619932806931,0.0538225620724172,0.0527622248515208,0.0538100539560904,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1074.8509,-42.2664,8141.5,298.647895177028,0.0528020277299317,314.417109619651,0.0514552076223304,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0528020277299317,0.0540259955294313,0.0529613855529802,0.0540090662244549,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1075.8509,-42.256,8143.5,298.721259519023,0.0529898784044206,314.550462737751,0.0516336209540939,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0529898784044206,0.0541920237226141,0.05314670578049,0.054184078935645,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1076.8509,-42.2504,8147,298.849647117515,0.0531741050872317,314.740709658624,0.0518085614475455,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0531741050872317,0.054369491755037,0.0533237374058864,0.0543839350195882,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1077.851,-42.2296,8151.5,299.014716887004,0.0533696300970379,314.973021720834,0.051994197289899,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0533696300970379,0.0545858702932966,0.0535170883767727,0.0545638262629373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1078.851,-42.2216,8150,298.959693630508,0.0535617869263435,314.97250904031,0.0521766017367507,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0535617869263435,0.0547625104426165,0.0536838996042982,0.0547369707539823,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1079.8501,-42.2192,8148.5,298.904670374011,0.0537529205109403,314.971669360974,0.0523580018707189,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0537529205109403,0.054963234464021,0.0539090755147809,0.0549615253960975,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1080.8501,-42.2088,8146.5,298.831306032016,0.0539512168084998,314.953618612917,0.0525461651851362,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0539512168084998,0.0551592922352091,0.0541045409220268,0.0551457160057898,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1081.8501,-42.2032,8158,299.253150998489,0.0540998857376742,315.442712274146,0.0526872138810063,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0540998857376742,0.0553183963151676,0.054250654671182,0.0553006812807063,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1082.8502,-42.1984,8154.5,299.124763399997,0.0543201817964767,315.373274927713,0.0528961817835569,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0543201817964767,0.0555187440260708,0.0544652949553829,0.055512627767149,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1083.8503,-42.1744,8149.5,298.941352545009,0.0545158347118714,315.238389908896,0.0530817371462542,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0545158347118714,0.0557416703670533,0.0546515157913929,0.0557013843887673,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1084.8503,-42.1824,8161.5,299.38153859698,0.054694177737606,315.755965680361,0.0532508459833135,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.054694177737606,0.0559098811611437,0.0548213912338422,0.0558932823649072,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1085.8503,-42.156,8165,299.509926195472,0.0548865903780889,315.949004828735,0.0534332638778303,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0548865903780889,0.056096004335097,0.0550374957237979,0.0560922648338446,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1086.8504,-42.1536,8166.5,299.564949451968,0.0550685147603049,316.061546292534,0.0536057077200939,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0550685147603049,0.0562880732149712,0.0551911245025288,0.0562298691628645,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1087.8504,-42.1432,8163,299.436561853477,0.0552662994355102,315.985312542811,0.0537931516028882,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0552662994355102,0.0565010649587189,0.0554080882054766,0.0564823844736179,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1088.8505,-42.14,8161.5,299.38153859698,0.0554467742210551,315.981279173519,0.0539641599585356,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0554467742210551,0.0566835755518594,0.055611594625417,0.0566810256590519,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1089.8505,-42.1248,8166.5,299.564949451968,0.0556435356515513,316.233802396754,0.0541505673615213,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0556435356515513,0.0568540442089578,0.0557673454283821,0.0568360367817845,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1090.8505,-42.1216,8168,299.619972708465,0.0558294251070145,316.347583535358,0.0543266429820936,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0558294251070145,0.0570673370011065,0.0559595126103006,0.0570442031824849,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1091.8506,-42.1112,8173,299.803383563453,0.0560174036870918,316.597590727283,0.0545046659125548,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0560174036870918,0.0572566211832708,0.0561692312402662,0.0572473541713004,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1092.8506,-42.1008,8171.5,299.748360306956,0.0562110101130686,316.597518419546,0.0546879855055062,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0562110101130686,0.0574291971791765,0.0563521654884745,0.0574154990627458,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1093.8507,-42.0928,8166.5,299.564949451968,0.0563827020481949,316.455230741001,0.0548505268730355,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0563827020481949,0.0576150945668291,0.056528409779732,0.0576019490804728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1094.8507,-42.0848,8173,299.803383563453,0.0565702969115065,316.763349986712,0.0550280934009203,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0565702969115065,0.0578149154430304,0.0567092007667137,0.0577840102710474,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1095.8508,-42.08,8176.5,299.931771161944,0.0567490236540069,316.952606338201,0.0551972365504551,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0567490236540069,0.0579906524471472,0.0568903692803223,0.0579637220715503,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1096.8508,-42.0616,8173,299.803383563453,0.056943482783908,316.875232373956,0.0553812360015175,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.056943482783908,0.0581563043298286,0.0570894800798266,0.0581528137968318,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1097.8509,-42.0584,8174.5,299.858406819949,0.0571372171154732,316.99148171432,0.0555645159795398,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0571372171154732,0.05835040528641,0.0572744311261176,0.0583565397716622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1098.8509,-42.0456,8181,300.096840931434,0.0572944983542815,317.290738890305,0.0557132852568334,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0572944983542815,0.058528776464036,0.0574511467924284,0.0585144557895353,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1099.851,-42.032,8191,300.46366264141,0.0574749731398264,317.732803581219,0.0558839655966204,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0574749731398264,0.0587051155649549,0.0576225584614752,0.0586837818628785,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1100.851,-42.0272,8189.5,300.408639384913,0.0576822654637858,317.736890269528,0.0560799721353683,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0576822654637858,0.0589355681159638,0.0578362129348518,0.0589100875293288,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1101.8501,-42.0192,8183,300.170205273429,0.0578387792690622,317.531683519388,0.0562279392812888,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0578387792690622,0.0590672767914262,0.0579780400670291,0.059071655774805,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1102.8501,-42.0112,8194,300.573709154403,0.0580304671112098,318.016141897982,0.0564091299129877,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0580304671112098,0.0592636356110154,0.0581739989159067,0.0592522329803088,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1103.8502,-41.9928,8197.5,300.702096752894,0.058230767262991,318.212210564405,0.0565984261578235,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.058230767262991,0.0594457698936547,0.0583810172612459,0.0594429010227853,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1104.8502,-41.9952,8199,300.757120009391,0.0584191295598344,318.327089169262,0.0567764076914002,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0584191295598344,0.0596482249433653,0.0585553324663081,0.0596194522794892,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1105.8502,-41.9768,8195.5,300.628732410899,0.0586089414533487,318.248264187964,0.0569557268951668,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0586089414533487,0.0598514326140785,0.0587328307805716,0.0597787615977309,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1106.8503,-41.972,8194,300.573709154403,0.0587972184797995,318.246607200838,0.0571335643176792,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0587972184797995,0.060010235645636,0.0589180538615851,0.0599701055092471,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1107.8503,-41.964,8194,300.573709154403,0.0589805498234904,318.301711782816,0.0573066999005459,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0589805498234904,0.060222474768381,0.0591131869235892,0.0601530274894759,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1108.8504,-41.956,8197.5,300.702096752894,0.0591796135545817,318.497530633783,0.0574946589936486,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0591796135545817,0.0604113826400441,0.0593280531771287,0.0603991096284689,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1109.8504,-41.948,8196,300.647073496398,0.0593492163650937,318.490241710868,0.0576547727560663,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0593492163650937,0.060554380630546,0.0595037487657837,0.0605793884169294,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1110.8505,-41.9352,8206,301.013895206374,0.0595602605863192,318.942361244969,0.0578539735470572,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0595602605863192,0.0607605987852698,0.0597025193471708,0.0607585503942557,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1111.8505,-41.9272,8204,300.940530864379,0.0597535685659225,318.922801509649,0.058036398610755,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0597535685659225,0.0609495066569329,0.0599077427426883,0.0609640374905896,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1112.8505,-41.9168,8206,301.013895206374,0.0599252178658527,319.052218457265,0.0581983564521073,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0599252178658527,0.0611338988025801,0.0600738061943971,0.0611310832085069,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1113.8506,-41.9088,8202.5,300.885507607882,0.0601297815372548,318.97768744807,0.0583913360418769,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0601297815372548,0.061327322400259,0.0602654381177129,0.061330561769533,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1114.8506,-41.9008,8197.5,300.702096752894,0.0603058648975903,318.836196774096,0.0585574182910942,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0603058648975903,0.0615282722079644,0.0604552364776901,0.0615104368603802,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1115.8507,-41.9008,8201,300.830484351386,0.0605094053242834,319.033558062905,0.0587493637473307,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0605094053242834,0.0617104064906036,0.0606442376856402,0.0617094155301524,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1116.8507,-41.888,8210.5,301.178964975863,0.0606995582993673,319.460395118958,0.0589286511054874,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0606995582993673,0.0619030774672799,0.0608378799642719,0.0618906034060931,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1117.8508,-41.88,8197.5,300.702096752894,0.0608819943039379,319.009440094586,0.0591006322436118,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0608819943039379,0.0620957484439561,0.0610231615437514,0.0620824178419213,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1118.8508,-41.8696,8217,301.417399087348,0.0611001159677337,319.834037126278,0.0593062151875098,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0611001159677337,0.0622936877676509,0.0612388318988361,0.062306229485866,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1119.8508,-41.8616,8219,301.490763429343,0.0612889472517354,319.96881492605,0.0594841573827202,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0612889472517354,0.0624856061233246,0.0614282295555583,0.0624990821323156,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1120.8509,-41.8432,8206,301.013895206374,0.0614365076658083,319.507137686735,0.0596231865859256,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0614365076658083,0.0626413986708713,0.0615770852590478,0.0626291228964206,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1121.851,-41.84,8209,301.123941719367,0.0616299435510002,319.682193249386,0.0598054096959147,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0616299435510002,0.0628167593644868,0.0617744709140638,0.0628111894991187,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1122.851,-41.8248,8217,301.417399087348,0.0618128911779253,320.048879976267,0.0599777219657678,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0618128911779253,0.0629988936471262,0.0619734410943332,0.0630143431728227,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1123.851,-41.8192,8219,301.490763429343,0.0619894861606155,320.1800209365,0.0601440227336561,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0619894861606155,0.0631592019206888,0.0621300111697888,0.0631598748931242,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1124.85,-41.8112,8215.5,301.362375830851,0.0621850111704216,320.102598538237,0.0603281177885625,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0621850111704216,0.0633496150343572,0.0623228938822152,0.0633397139443481,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1125.8501,-41.796,8219,301.490763429343,0.0623549550625032,320.290206434739,0.0604880996153532,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0623549550625032,0.0635422860110335,0.0624990930155993,0.0635454784773371,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1126.8502,-41.8032,8224,301.674174284331,0.0625116394085646,320.53232148607,0.0606355764939046,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0625116394085646,0.0636845313805328,0.0626643742822538,0.0636897503762999,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1127.8502,-41.7848,8227.5,301.802561882822,0.0627051605641489,320.727139984356,0.0608176954721865,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0627051605641489,0.0638719340101905,0.0628453341726181,0.0638751764737464,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1128.8502,-41.7744,8222.5,301.619151027834,0.0629120691713425,320.594635920699,0.0610123764382162,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0629120691713425,0.0640796574069197,0.0630480868904813,0.0640754315999969,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1129.8503,-41.764,8227.5,301.802561882822,0.0630801797499874,320.840321735397,0.0611705243139486,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0630801797499874,0.0642286763654427,0.0632103404245254,0.0642408838974533,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1130.8503,-41.7512,8234,302.040995994307,0.0632879836963012,321.156561624409,0.0613659786576955,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0632879836963012,0.0644491943192167,0.063412232749051,0.0644382818866298,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1131.8504,-41.7456,8235,302.077678165305,0.0634700359841057,321.250559268452,0.0615371803520721,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0634700359841057,0.064618534044811,0.0635954122046083,0.0646208797207476,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1132.8504,-41.74,8225.5,301.729197540827,0.0636665842386208,320.939264913311,0.0617219811337482,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0636665842386208,0.0647780896973712,0.0637967184425207,0.0647889150937103,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1133.8504,-41.7352,8229,301.857585139319,0.0638563534969389,321.133109801708,0.0619003756934077,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0638563534969389,0.0649978550301425,0.0639857276665125,0.0649925862020513,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1134.8505,-41.7168,8234,302.040995994307,0.0640234408308748,321.378699829847,0.0620574215328623,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0640234408308748,0.0651709578607501,0.0641428712738818,0.0651623620963616,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1135.8506,-41.7088,8230.5,301.912608395815,0.0641980745945392,321.294816550641,0.0622215339269815,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0641980745945392,0.0653365344813313,0.0643411199493476,0.0653507942993576,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1136.8506,-41.7064,8239,302.224406849295,0.0643787199208692,321.681227291097,0.0623912673631715,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0643787199208692,0.0655284528370049,0.0644953002058122,0.0654938675634596,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1137.8507,-41.6928,8230.5,301.912608395815,0.0645629039684841,321.404963138549,0.0625642961076027,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0645629039684841,0.0656985451836019,0.064670656728456,0.0656574783881075,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1138.8507,-41.6928,8237,302.1510425073,0.0647480686256118,321.714738942863,0.0627382158966591,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0647480686256118,0.0658806794662413,0.064878472774086,0.0658877992842627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1139.8507,-41.68,8243.5,302.389476618784,0.0649344697034298,322.024976926922,0.0629132664733898,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0649344697034298,0.0660733504429175,0.0650553309624702,0.0660600352921645,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1140.8508,-41.672,8235.5,302.096019250803,0.0651167351672154,321.767525731428,0.0630844036402465,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0651167351672154,0.0662592478305701,0.0652515464893025,0.0662632445377539,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1141.8508,-41.656,8240,302.261089020293,0.0652880433855758,321.995124114021,0.0632452258656321,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0652880433855758,0.0664346085241856,0.0654211554243736,0.0664325878403488,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1142.8508,-41.6512,8247,302.517864217276,0.0654766614935962,322.325724008396,0.0634222685096004,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0654766614935962,0.0665949167977482,0.0656123481351393,0.0666066151801718,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1143.8509,-41.6456,8242,302.334453362288,0.0656645548032812,322.187110644016,0.0635985996778356,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0656645548032812,0.0667853299114166,0.065784891809583,0.0667871634008127,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1144.851,-41.6216,8247,302.517864217276,0.0658623394784865,322.442398488661,0.0637841799548694,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0658623394784865,0.0669923006871431,0.0659729968823262,0.0669740068908485,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1145.851,-41.6248,8253.5,302.75629832876,0.0660415352081451,322.750789064327,0.0639522885944833,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0660415352081451,0.0671751875907849,0.0661509122686265,0.0671649464590228,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1146.8511,-41.6088,8250,302.627910730269,0.0662319866296024,322.671558467501,0.0641309255470255,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0662319866296024,0.0673603323574348,0.0663581398991585,0.0673739472282747,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1147.8501,-41.6032,8243.5,302.389476618784,0.0664017173457033,322.46865717354,0.0642901002952655,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0664017173457033,0.0675605295441376,0.066514212569467,0.0675313417955498,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1148.8501,-41.6032,8248.5,302.572887473772,0.0665578900694102,322.711500456235,0.0644365378775273,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0665578900694102,0.0676613807584915,0.0666592332754826,0.0676576897719487,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1149.8502,-41.5848,8250.5,302.646251815767,0.0667449733103672,322.846367815693,0.0646119309214762,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0667449733103672,0.0678675989132153,0.0668513180355283,0.0678565247577674,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1150.8502,-41.588,8256.5,302.866344841753,0.066975416545867,323.150944445254,0.0648279322658804,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.066975416545867,0.0681129533600765,0.0671009615988416,0.0681061533683278,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1151.8503,-41.564,8234,302.040995994307,0.0671388372529291,322.319677268081,0.0649810831171909,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0671388372529291,0.0682747668756445,0.0672577985155274,0.0682760862399272,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1152.8503,-41.5616,8248.5,302.572887473772,0.0673256220475128,322.943795337656,0.0651561010653668,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0673256220475128,0.0684531380532705,0.0674524278893306,0.0684749631202055,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1153.8504,-41.556,8260,302.994732440245,0.0675009379743166,323.447161081239,0.0653203447847217,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0675009379743166,0.0686194672948545,0.06762476770848,0.0686439086789573,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1154.8504,-41.5456,8261.5,303.049755696741,0.0676945870354897,323.564583759838,0.0655017324463535,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0676945870354897,0.0688241802075729,0.0678249637437903,0.0688552384955968,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1155.8504,-41.5328,8255.5,302.829662670756,0.0678603953135394,323.379803292259,0.0656570159953639,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0678603953135394,0.0690002935221911,0.0679785789322476,0.0690201451366605,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1156.8505,-41.5192,8260,302.994732440245,0.0680370755666218,323.60960794757,0.0658224548854735,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0680370755666218,0.0691515703437221,0.068128117657918,0.0691351802675092,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1157.8505,-41.5112,8265,303.178143295233,0.0682395074782134,323.866870471859,0.0660119733343525,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0682395074782134,0.0693690778134856,0.0683220665518024,0.0693412821845521,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1158.8506,-41.5008,8266.5,303.233166551729,0.0684428347289255,323.987304054358,0.0662022938581939,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0684428347289255,0.0695783064522201,0.0685399930160392,0.0695528674962954,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1159.8506,-41.4904,8268.5,303.306530893724,0.0686224994457424,324.120183141869,0.0663704353879518,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0686224994457424,0.0697514092828275,0.0687143387061467,0.069743025379733,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1160.8506,-41.4856,8268.5,303.306530893724,0.0687977301021541,324.173331744371,0.0665344000163218,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0687977301021541,0.0699425750174985,0.0688923218187878,0.0699183715737837,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1161.8507,-41.4856,8268.5,303.306530893724,0.0689727902177808,324.22642862074,0.0666981782276443,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0689727902177808,0.0701329881311668,0.0690847407865644,0.0701081467433116,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1162.8508,-41.4696,8274.5,303.52662391971,0.06919615601071,324.529499541862,0.0669071100748079,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.06919615601071,0.0703361958018802,0.0693183389971435,0.0703691628287944,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1163.8508,-41.4536,8275,303.544965005209,0.069372921534185,324.602766044612,0.0670724220357201,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.069372921534185,0.0705092986324876,0.0694823699906312,0.070534641780056,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1164.8508,-41.4512,8279.5,303.710034774698,0.0695601753159269,324.836158038832,0.0672475128625404,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0695601753159269,0.0707162694082141,0.069659161548477,0.0707258202474531,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1165.8509,-41.4352,8274.5,303.52662391971,0.0697649521633101,324.70214431776,0.067438953467223,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0697649521633101,0.0709157139739143,0.0698638282315536,0.0709376231466985,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1166.8509,-41.4296,8275,303.544965005209,0.0699482408718045,324.777401332817,0.0676102742867975,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0699482408718045,0.071097095635551,0.0700468709007172,0.0711096947265114,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1167.851,-41.4328,8278,303.655011518202,0.0701264559919506,324.949261320168,0.0677768246607814,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0701264559919506,0.0712890139912246,0.0702334985700851,0.071308466917888,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1168.851,-41.4144,8278,303.655011518202,0.0703464109691835,325.016051751314,0.0679823446478855,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0703464109691835,0.0715185633970302,0.0704537091370757,0.0715202064672205,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1169.85,-41.4088,8281.5,303.783399116693,0.0705297423128742,325.209163975322,0.068153612232755,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0705297423128742,0.0716976871956589,0.0706160552117349,0.0716742661988526,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1170.8501,-41.3984,8279.5,303.710034774698,0.0707035233726147,325.183404316888,0.0683159308954688,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0707035233726147,0.0718722952682717,0.0707780814623264,0.0718478350275745,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1171.8502,-41.3904,8273,303.471600663214,0.0708961065538825,324.986555599911,0.0684957807414397,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0708961065538825,0.0720822765280088,0.0709792141380084,0.0720719981370357,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1172.8502,-41.3776,8284.5,303.893445629686,0.0710826355372889,325.494992667552,0.0686699458535508,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0710826355372889,0.0722734422626798,0.0711581183363563,0.0722434972085302,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1173.8502,-41.372,8286.5,303.966809971681,0.0712944898272423,325.637968613026,0.0688677208280272,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0712944898272423,0.0724901971114407,0.0713481510190922,0.0724309612238819,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1174.8503,-41.3592,8281.5,303.783399116693,0.0714932124767638,325.501850216656,0.0690532013120505,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0714932124767638,0.0726798576041063,0.0715548591795647,0.0726352369486037,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1175.8503,-41.3592,8280,303.728375860197,0.0716728345583847,325.497449493912,0.0692208244248654,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0716728345583847,0.0728890862428407,0.071737540547373,0.0728417421949516,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1176.8504,-41.3512,8286.5,303.966809971681,0.0718716424782987,325.813403863235,0.0694063189854997,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0718716424782987,0.0730667047994642,0.0719306561488101,0.0730204044866131,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1177.8504,-41.3248,8288,304.021833228178,0.0720544195644389,325.927949956351,0.0695768258792017,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0720544195644389,0.0732804491642145,0.0721121854613572,0.0732352591176968,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1178.8504,-41.3224,8280,303.728375860197,0.0722319525214456,325.667269484747,0.0697424128639661,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0722319525214456,0.0734625834468537,0.0722962095925918,0.0734140503174745,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1179.8505,-41.3224,8280,303.728375860197,0.0724013847911729,325.718730872849,0.0699004186798152,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0724013847911729,0.0736341810354561,0.0724916430826614,0.0736264432202829,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1180.8506,-41.3064,8293,304.205244083166,0.0725763170012109,326.283340311177,0.0700635273315085,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0725763170012109,0.0738170679390979,0.072650258277639,0.0738083989073557,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1181.8506,-41.2984,8301.5,304.517042536645,0.0727666831522759,326.675737685377,0.0702409965301879,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0727666831522759,0.0739954391167241,0.0728324462845439,0.0739535204401514,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1182.8506,-41.2856,8291,304.131879741171,0.0729853164384264,326.329041223094,0.0704447789681852,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0729853164384264,0.074207678239469,0.0730356963259678,0.0741724668431279,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1183.8507,-41.272,8296,304.315290596159,0.0731508262701026,326.576205549894,0.070599018793619,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0731508262701026,0.0743875546591004,0.0732343759173731,0.0743854760469025,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1184.8507,-41.2672,8306.5,304.700453391634,0.0733342428841859,327.045430447578,0.0707699182954748,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0733342428841859,0.0746043095078612,0.0734278251253331,0.074603625668081,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1185.8508,-41.2696,8306,304.682112306135,0.0735330508040999,327.086317549443,0.0709551257566595,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0735330508040999,0.0747871964115031,0.073602820200024,0.0747506826386442,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1186.8508,-41.2488,8298,304.388654938154,0.0737329672391154,326.832133660667,0.0711413313165792,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0737329672391154,0.0749685780731397,0.0737879237289755,0.0749377607451832,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1187.8509,-41.2432,8303,304.572065793142,0.0739246124460666,327.087437718798,0.0713198003698144,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0739246124460666,0.0751936117529298,0.073988648755413,0.0751508212602561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1188.851,-41.2352,8306,304.682112306135,0.0740963896515851,327.257956819438,0.0714797403384805,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0740963896515851,0.0753787565195796,0.0741678713404596,0.0753344515804597,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1189.8509,-41.2224,8303,304.572065793142,0.0742970735201324,327.200878957554,0.0716665626059759,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0742970735201324,0.0755533645921923,0.07435576744841,0.0755206452997343,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1190.851,-41.2168,8302.5,304.553724707643,0.0745141719392194,327.247293315238,0.0718686263472974,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0745141719392194,0.0757911928290272,0.0745685560730296,0.0757458888297737,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1191.851,-41.2064,8302.5,304.553724707643,0.0747018094377271,327.304439014303,0.0720432365312997,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0747018094377271,0.0759778428376823,0.0747708454114934,0.075960072303058,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1192.8501,-41.1984,8308,304.75547664813,0.0748795555707148,327.575431297283,0.07220861397296,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0748795555707148,0.0761727716773665,0.0749371771587186,0.0761275622116302,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1193.8501,-41.188,8307.5,304.737135562631,0.0751172894247661,327.628163173163,0.072429762069594,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0751172894247661,0.0764158682612199,0.0751647300113945,0.076376520976356,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1194.8502,-41.1824,8308,304.75547664813,0.0752920937292155,327.701154560413,0.0725923397687092,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0752920937292155,0.0765942394388459,0.0753406098967062,0.0765480211879636,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1195.8502,-41.172,8311.5,304.883864246622,0.0754972542933643,327.901758875593,0.0727831167641037,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0754972542933643,0.0768079838035961,0.0755487283532312,0.0767588626523371,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1196.8503,-41.1616,8309.5,304.810499904626,0.0757130310213689,327.888626739544,0.0729837263746112,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0757130310213689,0.0770262438943622,0.0757596797319722,0.0769656242743012,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1197.8503,-41.156,8311,304.865523161123,0.0758993468287942,328.004617239671,0.0731569135246843,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0758993468287942,0.0772234305970543,0.0759502751110623,0.0771671742669758,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1198.8504,-41.1488,8312.5,304.920546417619,0.0760703992359773,328.11597411886,0.0733158863985884,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0760703992359773,0.077392017701646,0.0761259119050489,0.077339276534214,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1199.8504,-41.1456,8313,304.938887503118,0.0762602537646878,328.193604446827,0.0734923040219105,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0762602537646878,0.0775718941212775,0.0763225326585015,0.0775300915583117,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1200.8504,-41.1304,8320.5,305.2140037856,0.0764849412486997,328.558278933422,0.0737010491027015,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0764849412486997,0.0777758544129933,0.0765364718549143,0.0777474247089507,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1201.8505,-41.112,8321,305.232344871099,0.0767014001398435,328.64409309068,0.0739021082379117,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0767014001398435,0.0780279824488783,0.0767531392672948,0.077980521143638,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1202.8505,-41.1064,8314,304.975569674116,0.0769142776745059,328.432545323972,0.0740998013895254,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0769142776745059,0.0782342006036021,0.0769458792791635,0.078185067616882,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1203.8506,-41.1008,8309.5,304.810499904626,0.0770738612139093,328.303422070817,0.0742479763370231,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0770738612139093,0.0784057981922045,0.0771249859218285,0.07836854216142,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1204.8506,-41.0904,8320.5,305.2140037856,0.0772539096474922,328.792978857202,0.0744151267924343,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0772539096474922,0.0785969639268753,0.0773050743725617,0.0785534985295957,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1205.8507,-41.0904,8318,305.122298358106,0.0774648259631292,328.758544097887,0.0746108983451895,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0774648259631292,0.0788137187756362,0.07751645276915,0.0787461129814675,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1206.8507,-41.0776,8319,305.158980529104,0.0776446185855348,328.852933180237,0.0747777507742181,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0776446185855348,0.0789898320902544,0.0776863153457747,0.0789406170784902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1207.8507,-41.064,8318,305.122298358106,0.0778069307774956,328.862927905126,0.0749283569822913,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0778069307774956,0.0791621822998593,0.0778604808404892,0.0791085951944045,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1208.8509,-41.0568,8324,305.342391384092,0.0780354980643623,329.169936975913,0.075140401503417,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0780354980643623,0.0794037736417074,0.0780846554850686,0.0793486833689347,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1209.8508,-41.0432,8324,305.342391384092,0.0782404028173339,329.232503083191,0.0753304558035226,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0782404028173339,0.0795859079243465,0.0782666774015225,0.0795370650609583,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1210.8509,-41.0408,8326,305.415755726087,0.0784262496376009,329.368368027918,0.0755028021608195,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0784262496376009,0.0797838472480415,0.0784649062852954,0.0797281468144215,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1211.8509,-41.0272,8334.5,305.727554179567,0.0786242474887869,329.765153063523,0.0756863841882275,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0786242474887869,0.0800118914118419,0.0786668859973479,0.0799309428845419,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1212.851,-41.0192,8334,305.709213094068,0.0788316677183349,329.808780199133,0.0758786664302193,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0788316677183349,0.0802135938405497,0.0788639316670342,0.0801459730620156,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1213.8511,-41.0144,8334.5,305.727554179567,0.0790328632092366,329.890078148335,0.0760651429106479,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0790328632092366,0.0804190593742709,0.0790615233596782,0.0803352256680533,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1214.8501,-41.004,8332.5,305.654189837571,0.0792247215921689,329.869557930933,0.0762429329805532,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0792247215921689,0.0806312984970159,0.0792458598930298,0.080536412646116,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1215.8501,-40.9984,8339,305.892623949056,0.0794323549976977,330.190395445755,0.0764353057371349,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0794323549976977,0.0808194537476763,0.0794619308048816,0.0807517669439181,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1216.8502,-40.9752,8334,305.709213094068,0.0796071593021472,330.045855120982,0.076597233579283,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0796071593021472,0.0809729884322153,0.0796412729710196,0.080929320911342,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1217.8502,-40.9696,8329,305.52580223908,0.0798339785459692,329.917142580275,0.0768073057509025,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0798339785459692,0.081213074532058,0.0798624298771372,0.081153662258584,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1218.8503,-40.9568,8334,305.709213094068,0.0800160308337741,330.170850915172,0.0769758843905723,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0800160308337741,0.0814253136548028,0.0800539409208038,0.0813578785429495,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1219.8503,-40.9568,8334,305.709213094068,0.0802198270716442,330.233153302683,0.077164564008799,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0802198270716442,0.0816014269694211,0.0802449771740051,0.0815496711433001,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1220.8503,-40.9432,8332.5,305.654189837571,0.0804176543820456,330.234182836353,0.0773476834007863,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0804176543820456,0.0818114082291581,0.080449760375607,0.0817468872431274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1221.8504,-40.9328,8341,305.965988291051,0.0806086600610538,330.629496631449,0.0775244565184749,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0806086600610538,0.0820138632788687,0.0806216711908455,0.0819389995266428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1222.8504,-40.9248,8340.5,305.947647205552,0.0808197042822792,330.674245578564,0.0777197386988862,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0808197042822792,0.0821899765934869,0.0808536119164001,0.0821491020075327,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1223.8505,-40.912,8339,305.892623949056,0.0810298957995804,330.679071393508,0.0779141939634482,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0810298957995804,0.0824353310403481,0.0810544690333793,0.0823805892217079,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1224.8505,-40.9088,8339,305.892623949056,0.081234544741375,330.741671995302,0.0781034852809842,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.081234544741375,0.0826490754050984,0.0812537874410621,0.0825669995308554,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1225.8505,-40.904,8346,306.149399146039,0.0814119071575968,331.07360560567,0.0782675087777178,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0814119071575968,0.0828447568657852,0.0814419069883894,0.0827808986709714,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1226.8506,-40.9064,8341,305.965988291051,0.0816225250268603,330.939704827705,0.0784622517432438,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0816225250268603,0.083038180463464,0.0816417624261546,0.0829736856286065,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1227.8506,-40.8832,8339,305.892623949056,0.0818071354264373,330.916823262405,0.078632916316629,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0818071354264373,0.083208272810061,0.0818277096205331,0.0831465815619092,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1228.8507,-40.8776,8342.5,306.021011547547,0.0820267066869043,331.122907301787,0.0788358628247639,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0820267066869043,0.0834318012478457,0.0820393100572788,0.0833705976805437,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1229.8507,-40.8672,8352,306.369492172025,0.0822066272148986,331.555094805028,0.0790021300433587,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0822066272148986,0.0836146881514877,0.0822235958952001,0.0835733413416193,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1230.8508,-40.8568,8347,306.186081317037,0.0824219349557448,331.422530595704,0.0792010627797357,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0824219349557448,0.0838412270732828,0.0824404980750715,0.0837792562907217,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1231.8508,-40.8432,8344,306.076034804044,0.0826018554837389,331.358483197963,0.0793672692936804,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0826018554837389,0.0840391663969776,0.0826277439367838,0.083966487167455,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1232.8508,-40.8488,8350.5,306.314468915528,0.0827949929225575,331.675773201466,0.0795456545531519,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0827949929225575,0.0841889379765032,0.0828064867076265,0.0841373555785256,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1233.8509,-40.8248,8342,306.002670462049,0.0829992155123899,331.400652055095,0.0797342436533003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0829992155123899,0.0844237557293276,0.0830036774750245,0.0843528056712614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1234.8509,-40.8168,8342.5,306.021011547547,0.0831915002472842,331.479358605379,0.0799117762537315,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0831915002472842,0.084617931948009,0.0832186292170466,0.0845527869522009,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1235.851,-40.8144,8355.5,306.497879770516,0.0833782424066717,332.053134287153,0.0800841613435567,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0833782424066717,0.0848053345776667,0.083387295939048,0.0847326192907247,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1236.851,-40.804,8362,306.736313882001,0.0835743643092245,332.371606325244,0.0802651730578696,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0835743643092245,0.0849769321662692,0.0835909290582857,0.084929968862253,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1237.8501,-40.7936,8347.5,306.204422402535,0.08377304432355,331.85609905253,0.0804485123915552,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.08377304432355,0.0851921817730246,0.0837916084886468,0.0851217021930401,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1238.8501,-40.788,8355.5,306.497879770516,0.0839653290584444,332.233075101163,0.0806259182425193,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0839653290584444,0.0853810896446877,0.0839617478348563,0.085298804536626,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1239.8502,-40.7776,8365,306.846360394994,0.0841507921619455,332.667724694243,0.080797000503417,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0841507921619455,0.0855730080003613,0.0841651978036802,0.0854936344132248,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1240.8502,-40.7752,8358.5,306.607926283509,0.0843660999027919,332.475241223331,0.0809955765369649,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0843660999027919,0.0857589053880138,0.0843701209740654,0.0857040361755822,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1241.8503,-40.7536,8359,306.626267369008,0.0845745860122448,332.559056992222,0.0811878234817052,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0845745860122448,0.0859786707207852,0.0845888062976338,0.0859205249427695,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1242.8503,-40.7568,8368.5,306.974747993485,0.0847728396746082,332.99786908929,0.0813706007174469,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0847728396746082,0.0861818783914984,0.0847717026516756,0.0861212951010193,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1243.8503,-40.7384,8363.5,306.791337138497,0.0849830311919095,332.863394911946,0.0815643474156641,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0849830311919095,0.0864069120712883,0.0849607709594599,0.086321579543453,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1244.8504,-40.7304,8372,307.103135591977,0.0851923700052868,333.265979549112,0.0817572708207594,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0851923700052868,0.0865980778059593,0.0851947422357806,0.0865457267565747,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1245.8504,-40.7224,8367,306.919724736989,0.0853680270136604,333.120856089361,0.0819191248829622,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0853680270136604,0.0867681701525564,0.0853436644293564,0.0866946826612386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1246.8505,-40.7016,8360.5,306.681290625504,0.0855368623906408,332.913845979522,0.0820746686639402,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0855368623906408,0.0869698725812643,0.0855364939911858,0.086892786984049,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1247.8505,-40.7064,8367,306.919724736989,0.0857594181148423,333.240981738401,0.0822796666892941,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0857594181148423,0.0871580278319246,0.0857609222967723,0.087098004664376,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1248.8506,-40.6904,8362,306.736313882001,0.0859862373586643,333.111415373981,0.0824885486493663,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0859862373586643,0.087401124415778,0.0859817258165684,0.087334317793649,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1249.8506,-40.6856,8373.5,307.158158848473,0.0861529409758344,333.620737577991,0.0826420412240227,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0861529409758344,0.0875320804702377,0.0861449742574722,0.0874781606700506,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1250.8506,-40.6832,8367,306.919724736989,0.0864066203932672,333.439620883544,0.0828755716856003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0864066203932672,0.0878037766521913,0.0863984919780595,0.087727939587604,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1251.8507,-40.6752,8368.5,306.974747993485,0.0865584016917647,333.545991539533,0.0830152714020722,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0865584016917647,0.0879445167796854,0.0865572300878304,0.0878886922750397,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1252.8508,-40.6592,8375,307.21318210497,0.0867779729522316,333.872519312244,0.0832173305621504,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0867779729522316,0.0881868607425359,0.0867832116777816,0.0881376030577384,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1253.8508,-40.6488,8376.5,307.268205361466,0.0870030867882055,334.001487699786,0.0834244478666001,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0870030867882055,0.0883983472442782,0.0870053262126237,0.088336592452694,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1254.8508,-40.6432,8372,307.103135591977,0.0871761856848066,333.87521556473,0.0835836793514721,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0871761856848066,0.0885804815269176,0.0871814139548726,0.088509971015279,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1255.8509,-40.6304,8373.5,307.158158848473,0.0873663386598905,333.993442576577,0.0837585694476093,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0873663386598905,0.0887656262935674,0.0873680278465201,0.0886995534277172,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1256.8509,-40.6224,8375,307.21318210497,0.0875697085457988,334.11575092333,0.0839455817386256,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0875697085457988,0.0889688339642807,0.0875558511058602,0.0889033095259654,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1257.8509,-40.612,8385,307.580003814946,0.0877662568003138,334.57514941641,0.0841262878531577,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0877662568003138,0.0891524734889253,0.0877669199157557,0.0890889204502858,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1258.851,-40.6016,8368.5,306.974747993485,0.0879610996469807,333.976584390847,0.0843053937936244,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0879610996469807,0.0893376182555751,0.0879472244341322,0.0892655010809728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1259.8501,-40.5912,8378.5,307.341569703461,0.0881546634377612,334.435162341103,0.0844832922258445,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0881546634377612,0.0895265261272382,0.0881266375278656,0.0894653922042749,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1260.8501,-40.5832,8367,306.919724736989,0.0883520643962003,334.036716021416,0.0846646846897004,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0883520643962003,0.0897350021449698,0.088337035497201,0.0896611091128887,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1261.8501,-40.5832,8380,307.396592959958,0.0885388065555879,334.613120439887,0.0848362524631129,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0885388065555879,0.0899359519526752,0.0885392013415578,0.0898569858180521,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1262.8502,-40.58,8368.5,306.974747993485,0.0887225642512407,334.210334795845,0.0850050495570704,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0887225642512407,0.0901000233312511,0.0887237536576928,0.0900393613363171,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1263.8502,-40.5592,8385,307.580003814946,0.0888999266674625,334.923843598473,0.0851679450243553,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0888999266674625,0.0902648473308296,0.0888856997833817,0.0902140564845512,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1264.8503,-40.5536,8383,307.506639472951,0.0890841107150776,334.900594989381,0.0853370776211906,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0890841107150776,0.0904469816134691,0.0890877771463752,0.0903868844974513,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1265.8503,-40.5408,8385,307.580003814946,0.0892832170813652,335.041736065443,0.0855198809200661,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0892832170813652,0.0906373947271373,0.0892675155651506,0.0905829297195666,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1266.8503,-40.528,8390,307.763414669934,0.0894925558947422,335.30594925964,0.0857120427906153,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0894925558947422,0.0908631810279298,0.0894824705852132,0.0908028367897265,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1267.8504,-40.5248,8387,307.653368156941,0.0896878250933712,335.246129629587,0.0858912562241203,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0896878250933712,0.0910648834566379,0.089685940466835,0.0910133360948307,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1268.8504,-40.5096,8390,307.763414669934,0.0898788307723794,335.424830534983,0.0860665256328196,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0898788307723794,0.0912251917302004,0.0898683132904516,0.0911697836525978,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1269.8505,-40.5064,8391.5,307.81843792643,0.09008475877006,335.548187652009,0.0862554535573784,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.09008475877006,0.0914442044419693,0.090071919834291,0.091370858782162,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1270.8505,-40.4936,8388.5,307.708391413437,0.0902659583539404,335.48398425792,0.0864216649681157,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0902659583539404,0.0916150494095689,0.0902526149755763,0.0915472460096178,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1271.8506,-40.4832,8391.5,307.81843792643,0.090436499138769,335.656459822861,0.0865780740046536,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.090436499138769,0.0918114834912583,0.0904283319904271,0.0917253776048399,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1272.8506,-40.48,8388,307.690050327939,0.090649675119805,335.582053427763,0.0867735509044027,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.090649675119805,0.0920177016459822,0.0906347923587869,0.0919287037397037,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1273.8507,-40.4752,8388.5,307.708391413437,0.0908347118713441,335.658994487871,0.0869431938806133,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0908347118713441,0.0921908044765898,0.090831604184781,0.0921311022677708,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1274.8507,-40.4672,8394.5,307.928484439423,0.0910206013268074,335.956320258752,0.0871135896486447,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0910206013268074,0.0923910016632924,0.0910170319413328,0.0923104690003307,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1275.8508,-40.4488,8403.5,308.258623978402,0.0912444361068951,336.385508298399,0.0873187295166563,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0912444361068951,0.0925904462289926,0.0912294443777779,0.0925098043791286,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1276.8508,-40.4408,8396.5,308.001848781418,0.0914418370653343,336.16610365351,0.0874996084284849,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0914418370653343,0.0927816119636636,0.0914375647208529,0.0927062296234273,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1277.8509,-40.4328,8392,307.836779011929,0.0916925320190325,336.063112728116,0.087729273590969,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0916925320190325,0.0930405135885722,0.0916783046823281,0.0929775860299061,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1278.8509,-40.42,8396.5,308.001848781418,0.0918468714293025,336.290854986432,0.0878706398610563,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0918468714293025,0.0931820063370688,0.0918359432141382,0.0931102968483214,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1279.851,-40.4144,8400,308.13023637991,0.0919786141855825,336.47162851081,0.0879912930518058,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0919786141855825,0.0933355410216078,0.0919797983314656,0.0932558927567234,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1280.851,-40.404,8403,308.240282892903,0.0922084178931393,336.662631709391,0.0882017179879762,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0922084178931393,0.0935492853863582,0.0922008594087466,0.0934790840848379,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1281.8511,-40.3984,8401.5,308.185259636406,0.0924322526732268,336.671517425282,0.0884066347817415,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0924322526732268,0.0937758243081533,0.0924218993029857,0.0936951202701924,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1282.8501,-40.388,8404.5,308.295306149399,0.0926096150894487,336.846415785779,0.0885689771324562,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0926096150894487,0.0939587112117952,0.0925897536820839,0.0938809044628366,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1283.8501,-40.3856,8408.5,308.44203483339,0.0927942254890258,337.063674564014,0.0887379256778814,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0927942254890258,0.0941318140424028,0.0927970423798871,0.094042936018614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1284.8502,-40.3672,8396.5,308.001848781418,0.0929950372631615,336.644492185969,0.0889216687112313,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0929950372631615,0.0943410426811373,0.0929894952540383,0.0942550578560027,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1285.8502,-40.3592,8401.5,308.185259636406,0.0931903064617904,336.905138428929,0.0891003079100611,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0931903064617904,0.0945329610368108,0.0931729978325498,0.0944476099928344,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1286.8502,-40.3464,8395,307.946825524922,0.0933791803809882,336.702647693366,0.0892730661240616,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0933791803809882,0.0947098269724316,0.0933690227533693,0.0946343250867373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1287.8503,-40.3384,8396.5,308.001848781418,0.0935744495796171,336.822952250644,0.0894516425661705,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0935744495796171,0.094895724360084,0.0935720256419151,0.0948271158901126,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1288.8503,-40.336,8400,308.13023637991,0.0937603390350804,337.02063180985,0.0896216114770828,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0937603390350804,0.0950989320307974,0.0937638265717526,0.0950310384207959,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1289.8504,-40.328,8411,308.533740260884,0.0939556082337091,337.522215487717,0.0898001256936028,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0939556082337091,0.0952938608704815,0.0939333398790006,0.0952207277474542,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1290.8504,-40.32,8406.5,308.368670491394,0.0941346760577793,337.396855394469,0.08996380068065,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0941346760577793,0.0954729846691103,0.0941250084123991,0.0953957772954854,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1291.8504,-40.3064,8411.5,308.552081346382,0.0943576581339429,337.66633315458,0.0901675775670951,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0943576581339429,0.0956965131068947,0.0943662617184286,0.0956195948424467,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1292.8505,-40.2992,8406.5,308.368670491394,0.0944889745382608,337.506109945853,0.0902875644154338,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0944889745382608,0.0958327375083731,0.0944876793944667,0.0957536689632395,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1293.8506,-40.288,8413,308.607104602879,0.094679980217269,337.826019161588,0.0904620650441568,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.094679980217269,0.0960201401380307,0.0946705460827988,0.0959432600715556,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1294.8506,-40.2808,8416,308.717151115872,0.0948961406620395,338.013217312948,0.0906595100595745,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0948961406620395,0.0962301213977678,0.0948901174583235,0.0961626355830211,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1295.8507,-40.2672,8413,308.607104602879,0.0951067585313028,337.95772598139,0.0908518548916204,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0951067585313028,0.0964702074976105,0.0950993252724207,0.0963897326922907,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1296.8507,-40.2672,8411.5,308.552081346382,0.0952875317632212,337.953247598283,0.0910169148839056,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0952875317632212,0.0966508365382445,0.0952854964384516,0.0965610516763723,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1297.8507,-40.2568,8417.5,308.772174372368,0.0954687313471018,338.250262134984,0.0911823368318832,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0954687313471018,0.0968081343277965,0.0954491520715154,0.0967312034297982,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1298.8507,-40.2384,8413,308.607104602879,0.0956865971997204,338.136668313987,0.0913811961738004,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0956865971997204,0.0970662833317028,0.0956758051452628,0.0969797748116477,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1299.8508,-40.2408,8414.5,308.662127859375,0.0958818663983493,338.257228765018,0.0915593965835882,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0958818663983493,0.0972265916052654,0.0958776230935189,0.0971618589437888,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1300.8508,-40.22,8418,308.790515457867,0.0960541125910261,338.451114396698,0.0917165601090583,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0960541125910261,0.0974237783079575,0.0960382137542587,0.0973365275134524,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1301.8509,-40.2224,8416.5,308.73549220137,0.0962596142367448,338.454251581865,0.0919040347791348,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0962596142367448,0.0976013968645809,0.096255893371862,0.0975271109393417,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1302.8509,-40.204,8415,308.680468944874,0.0964582942510703,338.455260447917,0.0920852528137028,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0964582942510703,0.0978422355854262,0.0964575113818184,0.0977354944714243,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1303.851,-40.2016,8413,308.607104602879,0.09668255538312,338.444028085271,0.0922897641955129,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.09668255538312,0.0980537220871686,0.096659396369531,0.0979647497532969,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1304.851,-40.188,8419.5,308.845538714363,0.0968501117042142,338.757263638197,0.0924425372304753,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0968501117042142,0.0982170408447418,0.0968286164295553,0.0981325058414288,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1305.8501,-40.1832,8414.5,308.662127859375,0.0970701093166432,338.623994352592,0.0926430892934524,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0970701093166432,0.0984593848075925,0.0970621991322738,0.0983770052971722,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1306.8501,-40.1752,8424.5,309.028949569351,0.0972397973975477,339.078862015452,0.0927977512039905,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0972397973975477,0.0986437769532397,0.0972266044506473,0.0985349466591578,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1307.8502,-40.1648,8433,309.340748022831,0.0974423145795318,339.483626503939,0.0929823038382456,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0974423145795318,0.0988582739389926,0.0974370092054892,0.0987750251743022,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1308.8503,-40.1648,8418,308.790515457867,0.0975582823132152,338.915587740549,0.0930879691705973,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0975582823132152,0.0989342886602595,0.0975473545086592,0.0988492308771989,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1309.8502,-40.1408,8432.5,309.322406937332,0.0978494807033102,339.589443826048,0.0933532487206727,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0978494807033102,0.0992917836365142,0.0978366871347986,0.0991789889189263,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1310.8503,-40.136,8422.5,308.955585227356,0.0980072309292768,339.235466615623,0.0934969286114437,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0980072309292768,0.0994106977549315,0.0979850234487697,0.0993060997179373,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1311.8503,-40.1256,8426,309.083972825848,0.0982293603015161,339.445093755982,0.0936992104365291,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0982293603015161,0.0996560522017928,0.0982043218581115,0.0995554109853764,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1312.8504,-40.1176,8434.5,309.395771279327,0.0984101335334347,339.843450445606,0.0938638011514224,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0984101335334347,0.0998419495894453,0.0983952633813597,0.099759870194696,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1313.8504,-40.112,8428,309.157337167843,0.0986237358664325,339.647588729854,0.0940582472513629,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0986237358664325,0.100073756858259,0.0986088499837128,0.0999629165807003,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1314.8505,-40.1064,8419.5,308.845538714363,0.098828811160189,339.368376137632,0.0942448954632929,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.098828811160189,0.10027621190797,0.0988129972361532,0.100179587099708,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1315.8505,-40.096,8424.5,309.028949569351,0.0989780343469142,339.616027554017,0.0943806882762597,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0989780343469142,0.10043877804454,0.0989615191435004,0.100333706889761,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1316.8506,-40.0832,8424.5,309.028949569351,0.0991754353053534,339.677030164848,0.0945602944427036,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0991754353053534,0.100634459505227,0.0991503003956093,0.10053251452689,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1317.8506,-40.0648,8437.5,309.50581779232,0.0993766734314512,340.263476372202,0.0947433586747135,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0993766734314512,0.100833904070927,0.0993589052421673,0.10074101396896,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1318.8506,-40.0672,8432.5,309.322406937332,0.0995702372222318,340.121712374234,0.0949194100294258,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0995702372222318,0.101058185129714,0.0995587040324988,0.100948378814466,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1319.8507,-40.0544,8424.5,309.028949569351,0.099738219895288,339.850946895509,0.0950721695687613,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.099738219895288,0.101217740782274,0.0997166238550224,0.101114808757674,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1320.8507,-40.0464,8436,309.450794535824,0.0999556593959446,340.382152754251,0.0952698693518191,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.0999556593959446,0.101431485147025,0.0999227537977722,0.101331725004021,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1321.8508,-40.0384,8442.5,309.689228647308,0.100147091426915,340.703704142581,0.0954438903436858,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.100147091426915,0.101659529310825,0.100129286526979,0.101539835171652,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1322.8508,-40.0328,8444,309.744251903805,0.100347476849089,340.82630605086,0.0956260179668274,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.100347476849089,0.101844674077475,0.100324702969593,0.101741944978733,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1323.8509,-40.0176,8437.5,309.50581779232,0.100529529136893,340.620291920111,0.0957914540977189,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.100529529136893,0.102040355538162,0.100496802286251,0.101917684150917,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1324.8509,-40.0144,8436,309.450794535824,0.100731193614953,340.622142434513,0.0959746804430036,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.100731193614953,0.102243563208875,0.100714880067944,0.102138571265743,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1325.851,-39.9992,8441,309.634205390812,0.100932005389089,340.886206677964,0.0961570986937002,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.100932005389089,0.10246709164666,0.100909497451071,0.102356317981105,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1326.851,-39.9912,8439.5,309.579182134315,0.101142623258352,340.890832721555,0.0963483890951836,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.101142623258352,0.102664278349352,0.101118570647403,0.10256713430453,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1327.85,-39.9856,8444,309.744251903805,0.101344714088374,341.135194553513,0.0965319005525823,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.101344714088374,0.102868238641068,0.101303533575844,0.10275301439573,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1328.8501,-39.9728,8441,309.634205390812,0.101550215734093,341.077625746903,0.0967184747223559,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.101550215734093,0.103115098329934,0.101528346596903,0.103001701302028,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1329.8501,-39.9672,8447.5,309.872639502296,0.101754864675887,341.403688001612,0.0969042401383231,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.101754864675887,0.10332206910566,0.101738023953586,0.103213846669108,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1330.8502,-39.9544,8444.5,309.762592989303,0.10195908726572,341.345704239555,0.0970895841483636,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.10195908726572,0.103514740082337,0.101923463849947,0.103414007876329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1331.8502,-39.9408,8441,309.634205390812,0.102173542302642,341.270628973655,0.0972841777356295,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.102173542302642,0.103721710858063,0.102133861669134,0.103616641123029,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1332.8503,-39.9384,8447.5,309.872639502296,0.102365400685574,341.592876406445,0.0974582353398526,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.102365400685574,0.103926423770782,0.102313120716945,0.103815297765378,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1333.8503,-39.936,8442.5,309.689228647308,0.102584119242117,341.458425406863,0.0976566240605772,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.102584119242117,0.104149199587564,0.102540336948131,0.1040404991635,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1334.8503,-39.92,8439.5,309.579182134315,0.102785783720177,341.399520993442,0.0978395090073167,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.102785783720177,0.104343375806245,0.102733806231894,0.1042421947846,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1335.8504,-39.9096,8444,309.744251903805,0.102990006310009,341.644814361867,0.0980246797679521,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.102990006310009,0.104546583476959,0.102955852269945,0.104474614773101,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1336.8505,-39.904,8446,309.8176162458,0.103195507955728,341.789402527918,0.0982109756573816,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.103195507955728,0.104779895987778,0.103144584252814,0.104676162027407,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1337.8505,-39.8992,8449,309.927662758793,0.10340996299265,341.977270895078,0.0984053511725523,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.10340996299265,0.105013961119599,0.103355192730957,0.104891194429544,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1338.8506,-39.8856,8451,310.001027100788,0.103616743694254,342.122324070846,0.0985927351326852,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.103616743694254,0.105213405685299,0.10354903820868,0.105103707896745,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1339.8506,-39.8808,8442.5,309.689228647308,0.103826508859594,341.843180089179,0.0987827877337918,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.103826508859594,0.105436934123084,0.103770822096025,0.105315025373217,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1340.8506,-39.8672,8452,310.037709271786,0.104037126728857,342.293141722019,0.0989735765728368,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.104037126728857,0.10565519421385,0.103973733625666,0.105534850002566,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1341.8507,-39.8624,8447.5,309.872639502296,0.104259256101097,342.179730382889,0.0991747537107576,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.104259256101097,0.105880980514642,0.104210339115123,0.105770826647332,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1342.8507,-39.8464,8452.5,310.056050357284,0.104453246243839,342.442411334645,0.099350412736579,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.104453246243839,0.106071393628311,0.104391581868419,0.105964692724296,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1343.8507,-39.8408,8455.5,310.166096870277,0.104653205314051,342.6259730875,0.0995314443664645,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.104653205314051,0.106276859162032,0.104576790888998,0.106169589187597,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1344.8508,-39.836,8459,310.294484468769,0.104859986015656,342.831959770899,0.0997186174532967,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.104859986015656,0.106474045864724,0.104787144250306,0.106366230631049,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1345.8508,-39.8072,8454,310.111073613781,0.105051418046626,342.68868164887,0.0998918660560206,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.105051418046626,0.106668222083406,0.104997097009958,0.106573032041141,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1346.8509,-39.8152,8452,310.037709271786,0.105292306905197,342.682294908615,0.100109831123449,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.105292306905197,0.106953465443407,0.105233069812039,0.106853838822154,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1347.851,-39.804,8455.5,310.166096870277,0.105488002455787,342.884898858631,0.100286868661076,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.105488002455787,0.10712807351602,0.105417222487501,0.107017993756827,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1348.851,-39.7936,8455.5,310.166096870277,0.105694783157392,342.949035221756,0.100473900419421,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.105694783157392,0.107336549533751,0.105617854676362,0.1072326697049,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1349.851,-39.7856,8465.5,310.532918580253,0.105901990210959,343.418972683919,0.100661282727686,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.105901990210959,0.10756685156056,0.105824573098784,0.107470884272428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1350.8501,-39.7776,8467.5,310.606282922249,0.106123266879274,343.568836379186,0.100861349764302,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.106123266879274,0.107761027779241,0.106041297117288,0.107667329239589,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1351.8501,-39.7672,8464,310.477895323757,0.106363729385883,343.501482162272,0.101078718280331,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.106363729385883,0.108039497550219,0.106285429974403,0.107943627759985,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1352.8502,-39.7704,8465.5,310.532918580253,0.106568378327677,343.625908130711,0.101263675551875,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.106568378327677,0.108249478809956,0.1064932751653,0.108157796346909,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1353.8502,-39.7544,8461,310.367848810764,0.106795623923461,343.513776870292,0.101469015113151,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.106795623923461,0.108487307046791,0.106727734858315,0.108408678307434,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1354.8502,-39.7408,8464,310.477895323757,0.106988335010318,343.695408401954,0.101643116191593,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.106988335010318,0.108679225402464,0.106917408082588,0.108582087102314,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1355.8503,-39.7336,8468.5,310.642965093246,0.107239456315978,343.956147778229,0.101869941369852,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.107239456315978,0.108975005456502,0.10715724882427,0.108868313438053,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1356.8504,-39.72,8469,310.661306178745,0.107467554615687,344.04731706749,0.102075926449945,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.107467554615687,0.109160902844155,0.107382558224156,0.109089309667394,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1357.8504,-39.712,8467.5,310.606282922249,0.107690963043812,344.055772657605,0.102277635200901,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.107690963043812,0.109400236322995,0.107618152567584,0.109323730669601,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1358.8504,-39.7016,8475,310.881399204731,0.107934410014155,344.436199612269,0.102497389834769,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.107934410014155,0.109662901052917,0.107842278625345,0.109569112584857,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1359.8505,-39.6936,8469,310.661306178745,0.108137779900063,344.255530129768,0.10268093068457,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.108137779900063,0.109907502878775,0.108051806157761,0.109808144418932,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1360.8505,-39.6888,8467,310.58794183675,0.108376963350785,344.248519826387,0.102896750094189,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.108376963350785,0.110153609946639,0.108289313837533,0.110056624937581,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1361.8506,-39.6808,8472.5,310.789693777237,0.108602929890683,344.542365101273,0.103100600874586,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.108602929890683,0.110387675078461,0.108507794520893,0.110297768649003,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1362.8506,-39.6672,8470.5,310.716329435241,0.108843392397292,344.535748804207,0.103317483245207,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.108843392397292,0.11064958718738,0.108761985954528,0.110565610672284,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1363.8507,-39.6568,8467,310.58794183675,0.109054862970479,344.45906727404,0.103508177812297,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.109054862970479,0.110878383972183,0.108968307372891,0.110799005816962,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1364.8507,-39.652,8472,310.771352691738,0.109315364019305,344.743436238007,0.103743035859753,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.109315364019305,0.111136532976089,0.109219872391266,0.111058970415675,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1365.8507,-39.6408,8470.5,310.716329435241,0.109515323089517,344.74452864253,0.103923274101378,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.109515323089517,0.111354793066855,0.109430793181394,0.111285978906791,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1366.8508,-39.6336,8470.5,310.716329435241,0.109760475467708,344.820701489634,0.104144204171761,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.109760475467708,0.111631757595827,0.109673505083353,0.111549345664961,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1367.8508,-39.62,8482,311.138174401714,0.109981752136023,345.357695978818,0.104343575672016,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.109981752136023,0.111877864663692,0.109888786149306,0.111785361559535,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1368.8509,-39.62,8470.5,310.716329435241,0.110223493698518,344.964568814773,0.104561340731263,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.110223493698518,0.112146550361635,0.110140049866977,0.112066981392813,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1369.8509,-39.6096,8470.5,310.716329435241,0.110445623070757,345.033588037975,0.104761396985752,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.110445623070757,0.112358789484379,0.110349584947753,0.112307516651512,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1370.851,-39.604,8470.5,310.716329435241,0.11066220986749,345.10088509246,0.104956422904087,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.11066220986749,0.112610164899262,0.110570821292369,0.11254112566351,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1371.851,-39.5856,8478.5,311.009786803222,0.110896703446629,345.499746899338,0.105167530139285,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.110896703446629,0.112888634670239,0.11081040438577,0.112808014101256,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1372.8508,-39.5784,8484,311.211538743709,0.11113546054539,345.798176429031,0.105382429908558,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.11113546054539,0.113123452423063,0.111030819696997,0.11304914439287,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1373.8501,-39.5752,8477,310.954763546726,0.111343946654843,345.577694151142,0.105570045694234,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.111343946654843,0.113349238723856,0.111263608604598,0.113289113695682,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1374.8502,-39.56,8470.5,310.716329435241,0.111562665211385,345.380671271735,0.105766831790492,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.111562665211385,0.113602119380744,0.111467395588985,0.113544081185889,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1375.8502,-39.5544,8482,311.138174401714,0.111804833125842,345.924926069777,0.105984670645828,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.111804833125842,0.113876073425705,0.111710568535372,0.113785332850894,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1376.8502,-39.5464,8482,311.138174401714,0.112035915889285,345.99682473893,0.106192493768394,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.112035915889285,0.114119922630561,0.111942180569238,0.114058791497308,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1377.8503,-39.536,8483.5,311.19319765821,0.112285758139059,346.13576178498,0.106417139559281,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.112285758139059,0.11441871316861,0.112190233564239,0.114341984659371,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1378.8504,-39.5232,8485.5,311.266562000205,0.112503197639716,346.285045543549,0.106612609337018,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.112503197639716,0.114656541405445,0.112416310234162,0.114573551156615,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1379.8504,-39.512,8482,311.138174401714,0.112733854051196,346.213979944472,0.106819918856811,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.112733854051196,0.114882327706237,0.112624109646502,0.114827947919545,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1380.8504,-39.5072,8480.5,311.083151145217,0.112968773982298,346.225833336642,0.107031016178633,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.112968773982298,0.115192407559325,0.112891787523908,0.115110219828833,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1381.8504,-39.4992,8487,311.321585256702,0.113221174343844,346.569780738053,0.107257771638397,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.113221174343844,0.11546711422529,0.113130723318098,0.115380106474755,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1382.8505,-39.4912,8490,311.431631769695,0.113471869297543,346.770361184986,0.107482944080081,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.113471869297543,0.11574633661727,0.113362863661371,0.115656567938689,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1383.8505,-39.4832,8485,311.248220914707,0.11370593652472,346.638991365467,0.107693135855005,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.11370593652472,0.11602555900925,0.113608094647234,0.115934626263479,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1384.8506,-39.4672,8485.5,311.266562000205,0.113958336886266,346.737981734054,0.107919741242216,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.113958336886266,0.116285965876164,0.113849569409387,0.11619574922414,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1385.8506,-39.46,8484,311.211538743709,0.114197520336989,346.751124768499,0.108134433092309,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.114197520336989,0.116566693510149,0.114103938137866,0.116475621019064,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1386.8507,-39.4544,8488.5,311.376608513198,0.114431161212204,347.007795399681,0.108344105415029,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.114431161212204,0.116809037473,0.114327684837106,0.116716181786666,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1387.8507,-39.4464,8492,311.50499611169,0.11468142981394,347.228834459964,0.108568650916944,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.11468142981394,0.117095786075006,0.114580733068295,0.11701063748699,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1388.8508,-39.436,8490,311.431631769695,0.114916349745042,347.22021808781,0.108779379447556,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.114916349745042,0.117375008466986,0.114817771684717,0.1172794189064,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1389.8508,-39.4256,8492,311.50499611169,0.115118440575064,347.364965495409,0.108960624001634,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.115118440575064,0.117605310493795,0.115016282640337,0.117492704600367,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1390.8509,-39.412,8488.5,311.376608513198,0.115351228746355,347.294282908068,0.1091693586689,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.115351228746355,0.11786044901369,0.115257494686379,0.117756003754187,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1391.8509,-39.412,8492,311.50499611169,0.115583164213722,347.509729230662,0.109377285418278,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.115583164213722,0.118134403058652,0.11549634725953,0.11801127385712,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1392.8509,-39.3992,8498.5,311.743430223174,0.115828316591913,347.852146954513,0.109597013945523,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.115828316591913,0.118365457706463,0.115735095893378,0.118271570506699,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1393.851,-39.3992,8491.5,311.486655026191,0.116052151372001,347.635351465649,0.10979759348735,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.116052151372001,0.118652206308469,0.11597058513214,0.118531866031101,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1394.851,-39.3808,8496.5,311.670065881179,0.11628664495114,347.913132174202,0.110007681293366,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.11628664495114,0.118884013577283,0.116197958487485,0.118775973079278,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1395.8501,-39.3704,8493.5,311.560019368186,0.116547572351928,347.871583267468,0.110241399856037,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.116547572351928,0.119175277905305,0.116453620503486,0.119071775292746,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1396.8501,-39.3648,8490.5,311.449972855193,0.116758616573154,347.814440817512,0.11043039697869,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.116758616573154,0.119390527512061,0.116677017508938,0.119299775493107,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1397.8501,-39.3544,8480.5,311.083151145217,0.116970513498303,347.470707075343,0.110620121796199,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.116970513498303,0.119640397684938,0.116897166798758,0.11954482421938,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1398.8502,-39.3488,8492,311.50499611169,0.117193495574467,348.01135549493,0.110819732993944,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.117193495574467,0.11988876261581,0.117120672702152,0.119777803962409,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1399.8502,-39.3336,8495.5,311.633383710182,0.117429694561454,348.228396774421,0.111031132382359,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.117429694561454,0.120138632788687,0.117353094257731,0.120015997398461,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1400.8503,-39.3256,8495,311.615042624683,0.117642017838566,348.274065027901,0.111221124745085,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.117642017838566,0.120362913847474,0.117557413870511,0.120243433619973,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1401.8503,-39.32,8493.5,311.560019368186,0.117846666780361,348.276329152751,0.111404215756706,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.117846666780361,0.120577410833227,0.117788233493566,0.120481424220326,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1402.8504,-39.3096,8502,311.871817821666,0.118051315722155,348.688696252174,0.111587273252144,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.118051315722155,0.120816744312067,0.117981950827892,0.120694277133528,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1403.8504,-39.3016,8503.5,311.926841078162,0.118267476166925,348.817641321198,0.111780591348139,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.118267476166925,0.121037262265841,0.118195290703722,0.120903335431439,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1404.8504,-39.2992,8505,311.981864334659,0.118526698159865,348.960044600005,0.112012371274138,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.118526698159865,0.121322505625842,0.118449782792718,0.121186780589793,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1405.8505,-39.2864,8502,311.871817821666,0.118758633627232,348.909288773008,0.11221970778585,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.118758633627232,0.121539260474603,0.11868943248066,0.121412377377622,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1406.8506,-39.2752,8510,312.165275189647,0.118953050121937,349.298286815609,0.112393471453981,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.118953050121937,0.121749994355342,0.118893588566415,0.121618060814911,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1407.8506,-39.268,8505,311.981864334659,0.119205450483483,349.171803015349,0.112619014338944,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.119205450483483,0.121998359286214,0.119147245398171,0.121865050032412,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1408.8506,-39.252,8503.5,311.926841078162,0.119422037280216,349.177779922098,0.112812513970833,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.119422037280216,0.122219629860991,0.119371876919116,0.122098381897117,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1409.8507,-39.244,8505,311.981864334659,0.119644593004417,349.308807517739,0.113011307273295,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.119644593004417,0.122446168782786,0.119584540648018,0.122316126846016,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1410.8507,-39.2336,8503.5,311.926841078162,0.119875249415898,349.31914895192,0.113217294653204,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.119875249415898,0.122668944599568,0.119821605200087,0.122527696368862,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1411.8507,-39.22,8503.5,311.926841078162,0.120108890291113,349.392027812072,0.113425904055315,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.120108890291113,0.122901504489384,0.120061328058743,0.12278081327653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1412.8508,-39.2232,8510,312.165275189647,0.120344236574177,349.732566917313,0.113635992167499,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.120344236574177,0.123134817000203,0.120281092384088,0.123007960201405,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1413.8509,-39.2128,8508.5,312.11025193315,0.120536094957109,349.730802897251,0.113807226999365,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.120536094957109,0.123328993218885,0.120491678437937,0.123210950450267,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1414.8509,-39.2048,8503,311.908499992664,0.120758224329348,349.574016605009,0.114005442263692,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.120758224329348,0.12352994302659,0.120721211071867,0.123401875309783,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1415.851,-39.1912,8511.5,312.220298446143,0.120998260483995,349.99841144592,0.114219592335023,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.120998260483995,0.123767771263425,0.120945367382846,0.123633243401427,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1416.851,-39.1888,8513.5,312.293662788138,0.121211862816993,350.14735940063,0.114410120717198,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.121211862816993,0.123970978934138,0.121164833539856,0.123848517143852,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1417.8508,-39.1752,8508.5,312.11025193315,0.121457015195184,350.018231544767,0.114628746285663,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.121457015195184,0.124221601728018,0.121409439845745,0.124083432032306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1418.8501,-39.168,8505,311.981864334659,0.121656547913434,349.936500961211,0.11480665321116,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.121656547913434,0.124398467663639,0.121639338528599,0.124284693379565,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1419.8501,-39.1568,8513.5,312.293662788138,0.121884646213142,350.357465391676,0.115009990953378,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.121884646213142,0.124610706786384,0.121873404592016,0.124512582376625,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1420.8502,-39.144,8508,312.091910847652,0.122117008032471,350.203641231504,0.115217086897109,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.122117008032471,0.124844019297203,0.122086633078835,0.12471270905502,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1421.8502,-39.1312,8511.5,312.220298446143,0.122345106332179,350.418924058601,0.115420341208272,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.122345106332179,0.125066042492982,0.122329846334893,0.124941501523873,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1422.8503,-39.1312,8508.5,312.11025193315,0.122541228234732,350.35662554969,0.115595068899409,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.122541228234732,0.125263229195674,0.12254176410254,0.125140254452546,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1423.8503,-39.1176,8511.5,312.220298446143,0.122782117093303,350.555367688863,0.115809638315432,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.122782117093303,0.125465684245385,0.122784766551199,0.125358385574594,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1424.8504,-39.1128,8502,311.871817821666,0.122985060627249,350.227392244394,0.115990372575432,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.122985060627249,0.125648571149027,0.122989072140598,0.125542962516543,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1425.8504,-39.1016,8505,311.981864334659,0.123187151457271,350.414021508374,0.116170314994343,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.123187151457271,0.125848768335729,0.123200515505258,0.125742805350419,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1426.8504,-39.0888,8505,311.981864334659,0.12340501730989,350.481991703249,0.11636426728914,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.12340501730989,0.126046707659424,0.123416169905677,0.125949058766103,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1427.8505,-39.0864,8520,312.532096899623,0.123636526425295,351.172479756706,0.116570324108044,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.123636526425295,0.126282278033251,0.123658410715083,0.126175668296358,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1428.8505,-39.0784,8507,312.055228676654,0.123833501031772,350.698120158954,0.116745609744404,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.123833501031772,0.126462154452882,0.123825290067618,0.126365596382002,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1429.8506,-39.068,8513.5,312.293662788138,0.124028343878439,351.026928587482,0.116918968127257,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.124028343878439,0.126655578050561,0.124059453966079,0.126553463260654,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1430.8506,-39.0576,8521.5,312.587120156119,0.124249194194792,351.425817951187,0.117115429919294,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.124249194194792,0.126890395803385,0.124265819504553,0.126774228594082,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1431.8507,-39.0496,8523,312.642143412616,0.124473028974879,351.557657988383,0.117314507225081,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.124473028974879,0.127087582506077,0.124509561161866,0.126993394710166,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1432.8507,-39.0384,8525,312.715507754611,0.124697716458891,351.710417472894,0.11751430307003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.124697716458891,0.127307347838849,0.124704802431732,0.127208450634731,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1433.8508,-39.0312,8523,312.642143412616,0.124914729607586,351.695752220939,0.117707236879361,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.124914729607586,0.127492492605499,0.124959124554756,0.127418658817517,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1434.8508,-39.0232,8518,312.458732557628,0.125136432627863,351.558703693313,0.117904301750343,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.125136432627863,0.127696452897215,0.125172101263284,0.127615471703018,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1435.8509,-39.0072,8526.5,312.770531011107,0.125342786977506,351.974061052474,0.118087688780468,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.125342786977506,0.127942559965078,0.125410214254989,0.127868711984535,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1436.8509,-39.0048,8525,312.715507754611,0.125564489997783,351.981471000217,0.118284678699388,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.125564489997783,0.128110394448668,0.125614741227378,0.128044623586775,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1437.8509,-38.9968,8518,312.458732557628,0.125821580230912,351.772784044977,0.118513062660403,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.125821580230912,0.128432516237798,0.125911942271928,0.128377118912502,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1438.851,-38.9864,8528,312.825554267604,0.125988710200045,352.238042367394,0.118661503201909,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.125988710200045,0.128560461808247,0.126064789934709,0.128488203214842,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1439.851,-38.9832,8526.5,312.770531011107,0.126209560516397,352.245162272499,0.118857622984018,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.126209560516397,0.128766679962971,0.126290176895976,0.128710856306644,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1440.85,-38.9648,8526.5,312.770531011107,0.126497348090796,352.335173744962,0.119113126773584,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.126497348090796,0.129072996711046,0.126592348896739,0.129041971582602,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1441.8501,-38.9544,8518,312.458732557628,0.126669594283473,352.037753441031,0.119266019299897,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.126669594283473,0.129221263048567,0.126772986797895,0.129171642031611,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1442.8502,-38.9464,8528,312.825554267604,0.126880638504698,352.517060333664,0.119453318627661,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.126880638504698,0.129438017897328,0.126977812411043,0.129385043120315,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1443.8502,-38.9416,8526.5,312.770531011107,0.127057574568958,352.510396078023,0.119610320326818,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.127057574568958,0.129596820928885,0.127167810923346,0.129556676917978,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1444.8502,-38.9256,8533,313.008965122592,0.127284820164743,352.850254958173,0.119811927320579,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.127284820164743,0.12983765964973,0.127381680456832,0.129783766639817,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1445.8503,-38.9208,8528,312.825554267604,0.127515476576223,352.715653905259,0.120016518753902,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.127515476576223,0.130079250991578,0.127654178663104,0.130030239288155,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1446.8503,-38.9152,8526.5,312.770531011107,0.127726520797449,352.719622745126,0.120203677579508,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.127726520797449,0.130258374790207,0.127854302700507,0.130217755112762,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1447.8504,-38.9016,8531.5,312.953941866095,0.127949502873612,352.996243150199,0.120401385117779,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.127949502873612,0.130467603428941,0.128082257216052,0.130441458422095,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1448.8504,-38.8888,8525,312.715507754611,0.128149888295786,352.789965141724,0.120579023942988,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.128149888295786,0.13067532682567,0.128271921116351,0.130628955821321,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1449.8505,-38.8808,8531.5,312.953941866095,0.128347715606187,353.12086539456,0.120754364090096,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.128347715606187,0.130872513528362,0.128510183773866,0.130847986500281,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1450.8505,-38.8808,8533,313.008965122592,0.128577092961782,353.254747929031,0.120957629485127,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.128577092961782,0.131086257893113,0.12870879370322,0.131040512225585,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1451.8506,-38.868,8529.5,312.8805775241,0.128791547998704,353.176951442157,0.121147633929838,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.128791547998704,0.131279681490792,0.128953927336554,0.131257866099506,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1452.8506,-38.8576,8520,312.532096899623,0.128960809727646,352.836489181678,0.121297572189169,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.128960809727646,0.131451279079394,0.129124342659138,0.131437161995627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1453.8506,-38.852,8525,312.715507754611,0.129142862015451,353.100483422656,0.121458815705557,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.129142862015451,0.131620618804989,0.129320108297764,0.131607941594521,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1454.8507,-38.8392,8536,313.119011635585,0.129359448812184,353.62391439338,0.12165061254044,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.129359448812184,0.131825331717707,0.129532268859289,0.131799587757604,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1455.8507,-38.8312,8528,312.825554267604,0.12955429165885,353.353447363531,0.121823122755114,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.12955429165885,0.132011981726362,0.129713893109705,0.131987743462874,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1456.8507,-38.8176,8529.5,312.8805775241,0.129729948667224,353.470558785273,0.121978620682814,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.129729948667224,0.132173042620927,0.129906980791909,0.132155729964787,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1457.8508,-38.8096,8536,313.119011635585,0.129914132714839,353.79759646875,0.122141641089028,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.129914132714839,0.132350661177551,0.130091052777622,0.132329276697243,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1458.8509,-38.8072,8542.5,313.357445747069,0.130125176936064,354.133138819139,0.12232840263865,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.130125176936064,0.132560642437288,0.130304178296867,0.13254033641202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1459.8509,-38.7992,8536.5,313.137352721083,0.13030339205621,353.940211960142,0.122486085232968,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13030339205621,0.132702887806787,0.130476498398266,0.132686812825385,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1460.851,-38.784,8521.5,312.587120156119,0.13048032812047,353.373590160322,0.122642611541117,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13048032812047,0.132879753742408,0.130667584762004,0.132847460580156,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1461.851,-38.7704,8536,313.119011635585,0.130649163497451,354.027748580923,0.122791948744423,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.130649163497451,0.133049846089005,0.130851334383368,0.133029739320999,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1462.851,-38.7704,8540,313.265740319575,0.130835905656838,354.252147165546,0.122957098771154,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.130835905656838,0.133220691056605,0.131031781880251,0.133199446497496,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1463.8501,-38.7576,8531.5,312.953941866095,0.131011562665211,353.95452683221,0.123112420481558,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131011562665211,0.133363689047107,0.131208824584269,0.133346428448174,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1464.8501,-38.7464,8534.5,313.063988379088,0.131185940617699,354.133582168127,0.123266587350348,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131185940617699,0.133522492078664,0.131385207584963,0.133517496029921,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1465.8502,-38.7464,8541,313.302422490573,0.131347528011324,354.453921204669,0.123409424922601,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131347528011324,0.133711399950327,0.131547684702691,0.133665976927801,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1466.8502,-38.728,8529.5,312.8805775241,0.131566672919829,354.04523413018,0.123603108721218,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131566672919829,0.133889771127953,0.131758848995399,0.133873294500805,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1467.8503,-38.7232,8535,313.082329464587,0.131679229837816,354.308769484313,0.123702573757644,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131679229837816,0.134000406415342,0.131884461354311,0.133965092305336,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1468.8503,-38.7208,8539.5,313.247399234076,0.131813104353906,354.537511357907,0.123820863989269,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131813104353906,0.134117815291754,0.132029513170619,0.134113450401492,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1469.8504,-38.7128,8541.5,313.320763576071,0.131994730289749,354.677453258473,0.123981324549086,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.131994730289749,0.134280381428324,0.132194585570054,0.134262659318242,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1470.8504,-38.6992,8541.5,313.320763576071,0.132151201459829,354.72647892496,0.124119541055482,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132151201459829,0.134443700185897,0.132357892822518,0.134424835062149,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1471.8504,-38.6912,8541,313.302422490573,0.132308951685796,354.755137570921,0.124258868061085,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132308951685796,0.134594977007428,0.13252581981164,0.134571870644096,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1472.8505,-38.676,8546.5,313.50417443106,0.132461585688217,355.031434496074,0.124393657877654,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132461585688217,0.134731954029909,0.132701019319847,0.134728620956309,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1473.8505,-38.6704,8544.5,313.430810089064,0.132611661578867,354.995390604985,0.124526170935279,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132611661578867,0.134876457262417,0.132827584815777,0.134850090803534,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1474.8505,-38.6624,8536.5,313.137352721083,0.132758326653819,354.708943681141,0.124655655369097,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132758326653819,0.135013434284897,0.1329786060348,0.135010117765069,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1475.8506,-38.652,8539.5,313.247399234076,0.132888364002251,354.874333646252,0.124770445860581,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.132888364002251,0.135157937517405,0.133122113809037,0.135132215150329,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1476.8506,-38.652,8546,313.485833345561,0.133048245988028,355.194573614283,0.124911563652965,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.133048245988028,0.135303945991917,0.133276597429619,0.135305825292121,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1477.8507,-38.6336,8548,313.559197687556,0.133198321878677,355.324756629163,0.125044008103623,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.133198321878677,0.135440170393395,0.13343016780185,0.135414562803571,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1478.8508,-38.6208,8549.5,313.614220944052,0.13334711871344,355.433773694502,0.125175306450713,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13334711871344,0.135591447214926,0.133567285132699,0.135551299038905,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1479.8508,-38.6152,8539.5,313.247399234076,0.133508279755104,355.068520643578,0.125317495530832,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.133508279755104,0.135726918995402,0.133732414613886,0.135714058324774,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1480.8509,-38.6104,8536,313.119011635585,0.13364130156727,354.964643896022,0.125434842717285,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13364130156727,0.135883464163951,0.133875814715303,0.13585437159132,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1481.8509,-38.5968,8546,313.485833345561,0.133770059859816,355.420852037401,0.125548415662076,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.133770059859816,0.135998615177355,0.134007562507646,0.135968532589678,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1482.8509,-38.5888,8552.5,313.724267457045,0.133914166822996,355.73639134571,0.125675511808601,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.133914166822996,0.136140107925852,0.134140998720767,0.136105464592466,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1483.851,-38.5784,8546,313.485833345561,0.134029708204717,355.502248115179,0.125777402673797,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.134029708204717,0.136252248455246,0.134270132238796,0.136229523456386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1484.851,-38.5728,8548,313.559197687556,0.13417424151986,355.63076520886,0.125904845636196,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13417424151986,0.136392988582739,0.134400263627864,0.136365019709614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1485.85,-38.5624,8549.5,313.614220944052,0.13436780531064,355.75387552651,0.126075496025083,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13436780531064,0.136566091413347,0.13459410281454,0.136533393422739,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1486.8501,-38.552,8558,313.926019397532,0.134508927810086,356.151871678382,0.126199894585453,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.134508927810086,0.136748978316989,0.134753862906266,0.136706908039235,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1487.8501,-38.5472,8554.5,313.79763179904,0.134645360437949,356.049027037197,0.126320144344346,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.134645360437949,0.136842303321317,0.134892514784381,0.136820703347313,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1488.8503,-38.5392,8561,314.036065910525,0.134788614697205,356.364552199565,0.126446391030539,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.134788614697205,0.137013900909919,0.135025701951416,0.136973417474017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1489.8502,-38.5256,8562.5,314.091089167021,0.134944659515323,356.476004251462,0.12658389160837,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.134944659515323,0.137155393658416,0.135181468214921,0.137106107054291,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1490.8503,-38.5232,8562.5,314.091089167021,0.135096440813821,356.523677404822,0.126717617203649,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135096440813821,0.137288607575883,0.135325277804296,0.137244181821345,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1491.8503,-38.5048,8557.5,313.907678312033,0.135224346402442,356.355638942486,0.126830293429384,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135224346402442,0.137421068872348,0.135458993284008,0.137381679789181,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1492.8503,-38.4968,8561,314.036065910525,0.135414925729488,356.561236452179,0.126998157457663,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135414925729488,0.137622018680053,0.135633487726498,0.137572935343982,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1493.8504,-38.484,8556,313.852655055537,0.135546668485768,356.394336843728,0.127114181222013,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135546668485768,0.137749964250502,0.135784145784807,0.137694158089357,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1494.8505,-38.484,8553,313.742608542544,0.135682674761669,356.3120448563,0.127233945680383,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135682674761669,0.137867373126914,0.135905239935593,0.137803020617707,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1495.8505,-38.4808,8558,313.926019397532,0.135844262155294,356.571067873938,0.127376217727675,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135844262155294,0.138027681400477,0.136070406078042,0.13798952639093,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1496.8505,-38.46,8556,313.852655055537,0.135996043453792,356.535374370558,0.127509837417711,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.135996043453792,0.13818798967404,0.136227149249926,0.138119779968213,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1497.8506,-38.452,8561,314.036065910525,0.136150809216024,356.79233040726,0.127646066079419,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136150809216024,0.13832195621251,0.136381020655278,0.138275110555148,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1498.8506,-38.444,8558,313.926019397532,0.136315807425346,356.719098203531,0.127791281158403,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136315807425346,0.138516885052194,0.136539426149205,0.138431190938449,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1499.8507,-38.4416,8559.5,313.981042654028,0.136463325204223,356.827939785686,0.127921093841885,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136463325204223,0.138640314896628,0.136680406206634,0.138567126247202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1500.8507,-38.4256,8562.5,314.091089167021,0.136633865989051,357.006568952623,0.128071145309819,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136633865989051,0.138809654622222,0.136838565983333,0.138723272839154,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1501.8508,-38.4208,8557.5,313.907678312033,0.136795453382677,356.848821487031,0.128213298305315,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136795453382677,0.138975983863806,0.137017483772533,0.138917315107344,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1502.8508,-38.4176,8564.5,314.164453509016,0.136943397513515,357.187201150517,0.128343431219205,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.136943397513515,0.139129518548345,0.137165936896261,0.139053694983666,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1503.8508,-38.3992,8564.5,314.164453509016,0.137130139672903,357.245868898969,0.128507667033707,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.137130139672903,0.1393447681551,0.137331874137608,0.139235811980986,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1504.8509,-38.392,8559.5,313.981042654028,0.137283626379249,357.085498803911,0.128642635181429,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.137283626379249,0.139486260903597,0.137490340825441,0.139371413587686,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1505.8509,-38.3808,8564,314.146112423518,0.137447345532684,357.324661685543,0.128786581129974,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.137447345532684,0.139645816556157,0.137653756817941,0.139546363625726,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1506.851,-38.3808,8559,313.96270156853,0.13763792485973,357.175876295777,0.128954117116402,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13763792485973,0.139843003258849,0.137839998657917,0.139740785143243,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1507.851,-38.3656,8556,313.852655055537,0.137786721694493,357.097383490752,0.129084903108546,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.137786721694493,0.139979227660327,0.137957208620166,0.139859510401454,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1508.8501,-38.3576,8556,313.852655055537,0.137963231406791,357.1527815326,0.129240025346305,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.137963231406791,0.140147814764919,0.138155116390991,0.14003024743125,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1509.8501,-38.344,8562.5,314.091089167021,0.138129508671999,357.476336991915,0.129386132982937,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138129508671999,0.140333712152572,0.138311285263294,0.140206336374547,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1510.8502,-38.3336,8566,314.219476765513,0.138284274434231,357.671089123136,0.129522106296417,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138284274434231,0.140449615786978,0.138465080671649,0.140331774062304,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1511.8502,-38.3256,8551,313.669244200549,0.138438613844501,357.093179573325,0.129657686617853,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138438613844501,0.140628739585607,0.138629964418797,0.140514000084641,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1512.8503,-38.3208,8551,313.669244200549,0.138693998669782,357.173285938451,0.12988199048575,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138693998669782,0.1409117250826,0.138880807738135,0.14077051828144,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1513.8503,-38.3152,8561,314.036065910525,0.138808260995617,357.62686610947,0.129982330518737,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138808260995617,0.14100580270793,0.13898374719851,0.140847586312319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1514.8503,-38.3024,8566,314.219476765513,0.138979228132408,357.889457110553,0.130132447364956,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.138979228132408,0.141154069045451,0.139153481066357,0.141016641130307,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1515.8504,-38.292,8568,314.292841107508,0.13917108651534,358.033317288433,0.130300880836752,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.13917108651534,0.141328677118064,0.139330081631427,0.141177862598384,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1516.8504,-38.2808,8557.5,313.907678312033,0.139378293568907,357.659594853342,0.130482757126948,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.139378293568907,0.141510058779701,0.139530016849464,0.141368827064369,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1517.8505,-38.276,8564.5,314.164453509016,0.139554376929243,358.007478071783,0.130637288555599,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.139554376929243,0.141693698304345,0.139698647320143,0.141534381207552,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1518.8505,-38.2656,8558,313.926019397532,0.139716817026792,357.786763609646,0.130779825431645,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.139716817026792,0.141832180568831,0.139860035566024,0.141689261606121,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1519.8506,-38.2576,8559,313.96270156853,0.139887784163583,357.882248200964,0.130929822617142,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.139887784163583,0.141997757189412,0.140016445588068,0.141827162113354,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1520.8506,-38.2472,8559,313.96270156853,0.140076231730818,357.941413708277,0.131095130110023,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.140076231730818,0.14215656022097,0.140208197290977,0.142004155035224,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1521.8507,-38.2368,8552.5,313.724267457045,0.140277896208878,357.732847685591,0.131272001303944,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.140277896208878,0.14233041567258,0.140386414377731,0.142145969388071,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1522.8507,-38.2232,8552.5,313.724267457045,0.140445026178011,357.785280412727,0.131418560070721,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.140445026178011,0.14249298180915,0.140550935133892,0.142305990026479,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1523.8507,-38.2152,8562.5,314.091089167021,0.14064242713645,358.265622289402,0.131591636257384,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.14064242713645,0.142658558429731,0.140742322542042,0.142476393528729,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1524.8508,-38.2128,8551,313.669244200549,0.14082362672033,357.841284759495,0.131750481122907,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.14082362672033,0.142789514484191,0.140892129491976,0.142591292039145,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1525.8508,-38.1968,8559,313.96270156853,0.141013779695414,358.235768800092,0.131917147665396,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141013779695414,0.142953585862767,0.141074637175784,0.142741789078728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1526.8508,-38.1944,8552.5,313.724267457045,0.141190715759674,358.019221330485,0.132072204817344,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141190715759674,0.143077768328203,0.141257857629412,0.142887499929591,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1527.8509,-38.1864,8561,314.036065910525,0.141383000494568,358.435427172465,0.132240685453023,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141383000494568,0.143226034665723,0.141422162843463,0.14302178412997,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1528.851,-38.176,8546,313.485833345561,0.141574858877501,357.867545961555,0.132408764230822,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141574858877501,0.143379569350262,0.141605134797071,0.143160567542333,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1529.851,-38.1656,8554,313.779290713542,0.141771407132016,358.264222286887,0.132580922311203,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141771407132016,0.143515793751741,0.141785760602054,0.143305335008757,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1530.8508,-38.1576,8559,313.96270156853,0.141931715469755,358.52396639567,0.132721315636776,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.141931715469755,0.143622665934116,0.141944133909341,0.143405196144156,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1531.8501,-38.152,8559,313.96270156853,0.142141054283132,358.589690975061,0.132904618740543,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.142141054283132,0.143768674408628,0.142137599919981,0.143557214068121,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1532.8501,-38.144,8554.5,313.79763179904,0.142346982280813,358.465777732499,0.133084902458333,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.142346982280813,0.143890599011056,0.142336214484254,0.143700645346342,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1533.8501,-38.1288,8549.5,313.614220944052,0.142540119719631,358.316829543196,0.133253958898022,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.142540119719631,0.144024565549526,0.142515138049166,0.143811009164478,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1534.8502,-38.1256,8557.5,313.907678312033,0.142747326773198,358.717160244657,0.13343529893422,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.142747326773198,0.144148748014962,0.142699871018234,0.143931677034271,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1535.8503,-38.1128,8548,313.559197687556,0.142948564899296,358.382035007967,0.133611383712034,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.142948564899296,0.14431056153053,0.142927192378867,0.144103395820023,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1536.8503,-38.1048,8558,313.926019397532,0.143099493493869,358.848673767865,0.133743426950791,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.143099493493869,0.144360234516704,0.143026053579462,0.144161187264399,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1537.8504,-38.092,8571,314.402887620501,0.143351467503454,359.473002948223,0.133963833174151,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.143351467503454,0.144569463155439,0.14327444055519,0.144365814762628,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1538.8505,-38.0816,8556,313.852655055537,0.143559100908982,358.909060033207,0.134145417368099,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.143559100908982,0.144693645620875,0.143459550978888,0.144476878206691,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1539.8504,-38.0736,8561,314.036065910525,0.143753943755649,359.179988866672,0.13431578569402,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.143753943755649,0.144825354296337,0.143642345493352,0.144619722123578,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1540.8505,-38.0704,8567.5,314.274500022009,0.143985879223016,359.525590225052,0.134518549544902,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.143985879223016,0.14497437325486,0.143846544583309,0.144762479097849,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1541.8505,-38.0632,8572.5,314.457910876997,0.144218667394307,359.808611735275,0.134722017519335,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.144218667394307,0.145146723464465,0.144063747150146,0.144911404747818,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1542.8506,-38.0472,8579,314.696344988482,0.144462967068575,360.158312711154,0.134935502585599,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.144462967068575,0.145292731938978,0.144299193375743,0.145116665107956,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1543.8506,-38.0416,8572.5,314.457910876997,0.144701297815373,359.960378689209,0.135143727701914,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.144701297815373,0.145455298075548,0.144519977895688,0.145256361521811,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1544.8506,-38.0336,8574,314.512934133494,0.144965209679895,360.106367577195,0.135374251985539,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.144965209679895,0.145634421874177,0.144765859100879,0.145429571729383,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1545.8507,-38.0232,8570.5,314.384546535002,0.145202687722769,360.034027670388,0.135581641185252,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.145202687722769,0.145822577124837,0.145006214948706,0.145621953583085,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1546.8508,-38.0152,8572.5,314.457910876997,0.145463188771595,360.199961327619,0.135809086883572,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.145463188771595,0.146012237617503,0.145265262777752,0.145820539087551,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1547.8508,-38.0104,8569.5,314.347864364005,0.145733069563586,360.158743548529,0.136044667569651,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.145733069563586,0.146191361416132,0.145504748597064,0.146004149497321,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1548.8508,-37.9968,8574,314.512934133494,0.145996128724184,360.430604950668,0.136274240210214,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.145996128724184,0.14643596324199,0.145747688607312,0.146234409709565,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1549.8509,-37.9864,8574,314.512934133494,0.146313760935928,360.530504389559,0.136551368721686,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.146313760935928,0.146658739058772,0.146058477703605,0.1464933534442,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1550.8509,-37.9816,8569.5,314.347864364005,0.146602401214251,360.43201609634,0.136803135693904,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.146602401214251,0.146910114473655,0.14630410162065,0.146719714739992,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1551.851,-37.968,8561,314.036065910525,0.146834763033579,360.147477232494,0.137005767641921,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.146834763033579,0.147135900774447,0.146544744976102,0.14692338143326,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1552.851,-37.9632,8575.5,314.56795738999,0.147121697904054,360.847729387415,0.137255933568657,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.147121697904054,0.147362439696242,0.146811318586565,0.147162212620707,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1553.85,-37.9576,8569.5,314.347864364005,0.147389446936235,360.679422238202,0.137489315772094,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.147389446936235,0.147634135878196,0.147096547361004,0.147451163826411,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1554.8501,-37.9416,8572.5,314.457910876997,0.147701962924433,360.903961570646,0.137761650014457,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.147701962924433,0.147935184279253,0.147392178438862,0.147744820589784,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1555.8501,-37.9288,8572.5,314.457910876997,0.148001262001808,360.998078533245,0.138022397201481,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.148001262001808,0.14822795384928,0.147665530433818,0.148023174778806,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1556.8502,-37.9312,8568,314.292841107508,0.148289049576206,360.899027803946,0.138273051549891,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.148289049576206,0.148490618579202,0.147966544406503,0.148327052094821,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1557.8502,-37.9128,8571,314.402887620501,0.14856148847997,361.111048587803,0.138510279789629,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.14856148847997,0.148763820003161,0.148229082557186,0.148580224678794,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1558.8503,-37.9048,8569,314.329523278506,0.148882957859372,361.127832446736,0.138790129325936,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.148882957859372,0.149097983728334,0.148539873839918,0.148914425244909,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1559.8503,-37.892,8571,314.402887620501,0.149191636679912,361.309169001494,0.139058770581647,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.149191636679912,0.149425373864483,0.148836524036241,0.149252062480542,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1560.8504,-37.8816,8576,314.586298475489,0.149463649231714,361.605514643933,0.139295441608172,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.149463649231714,0.149732443233561,0.149105329427732,0.149564585047031,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1561.8504,-37.8736,8571,314.402887620501,0.149760816549278,361.488120795998,0.139553935133829,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.149760816549278,0.150068864821742,0.149433036770502,0.149925281794343,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1562.8505,-37.868,8561,314.036065910525,0.150052441291335,361.157944253926,0.139807542458359,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.150052441291335,0.15037593419082,0.149694220162755,0.150215080380226,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1563.8505,-37.86,8569.5,314.347864364005,0.150330422770606,361.603911710883,0.140049225253834,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.150330422770606,0.150707087431982,0.149959580761706,0.150534089684728,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1564.8505,-37.8496,8575.5,314.56795738999,0.150614373177346,361.946413113961,0.140296037266605,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.150614373177346,0.150997599139002,0.150245882567764,0.150845200601126,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1565.8506,-37.8416,8572.5,314.457910876997,0.150898749936047,361.909216535837,0.140543158829625,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.150898749936047,0.151339289074201,0.150510141882101,0.151176802422768,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1566.8506,-37.8312,8569.5,314.347864364005,0.151218940259563,361.883215285987,0.140821329078648,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.151218940259563,0.151694526187448,0.150829227555442,0.151524478129374,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1567.8507,-37.8232,8582.5,314.824732586973,0.151460681822058,362.508301239043,0.141031294512888,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.151460681822058,0.151953427812357,0.151076292076513,0.151820281879991,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1568.8507,-37.8152,8575.5,314.56795738999,0.151729709910125,362.297262311794,0.141264907930395,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.151729709910125,0.152308664925604,0.151361397982828,0.152167815317397,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1569.8508,-37.808,8586,314.953120185465,0.1520413731944,362.839025070324,0.141535475860049,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.1520413731944,0.152669170385869,0.151493062232243,0.152227230644042,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1570.8508,-37.8,8574,314.512934133494,0.152321486433481,362.420011763263,0.141778591426063,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.152321486433481,0.152958929471886,0.151942361706455,0.152840781189561,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1571.8509,-37.7864,8579,314.696344988482,0.152629738902059,362.728365957506,0.142046061268399,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.152629738902059,0.153332229489196,0.1522654125455,0.153234936252508,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1572.8509,-37.784,8574,314.512934133494,0.152906014973481,362.603853549463,0.142285724498327,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.152906014973481,0.153692734949462,0.152347815664698,0.153255089065461,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1573.851,-37.7736,8577.5,314.641321731985,0.153206593106742,362.846446685145,0.142546403993257,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.153206593106742,0.154029156537642,0.152625877360018,0.153598537434739,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1574.851,-37.7632,8580.5,314.751368244978,0.153480311066392,363.05950615179,0.142783729622877,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.153480311066392,0.154397940828937,0.152910947994587,0.153945119142176,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1575.8511,-37.7496,8577,314.622980646487,0.153791121646742,363.009201735951,0.143053147930427,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.153791121646742,0.154792314234321,0.153223654124344,0.154342634078686,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1576.8501,-37.7392,8577,314.622980646487,0.154049917287719,363.090624791894,0.143277423032305,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.154049917287719,0.155127230580497,0.153483277477345,0.154665345815285,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1577.8501,-37.7344,8577.5,314.641321731985,0.154394836025035,363.220317007495,0.143576255169732,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.154394836025035,0.155550956204984,0.153811379932445,0.155086840412581,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1578.8502,-37.7264,8574,314.512934133494,0.154696693214182,363.167045017035,0.143837706209714,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.154696693214182,0.155932535053323,0.154112615490217,0.15547532629438,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1579.8502,-37.7184,8574,314.512934133494,0.154969558469908,363.252864669237,0.144073987323313,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.154969558469908,0.156338197773747,0.154407113626723,0.155858940854147,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1580.8503,-37.7104,8570.5,314.384546535002,0.155277810938486,363.201490713846,0.144340844002377,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.155277810938486,0.156754397188208,0.154691017625174,0.156252400343492,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1581.8503,-37.7,8576,314.586298475489,0.155611218172826,363.53945560174,0.144629397223629,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.155611218172826,0.15718790688573,0.155005645812339,0.156675119274096,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1582.8504,-37.692,8579.5,314.714686073981,0.155941640943432,363.791810649355,0.144915285362897,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.155941640943432,0.15766657384341,0.155366040685452,0.157130292138442,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1583.8504,-37.676,8574,314.512934133494,0.156215785255044,363.644819112026,0.145152418275899,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.156215785255044,0.158064710353807,0.155615375257256,0.157530622239526,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1584.8505,-37.6712,8562.5,314.091089167021,0.156539812746218,363.258849450482,0.145432627298914,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.156539812746218,0.158533593238453,0.155942949974631,0.157979469573132,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1585.8505,-37.6632,8572.5,314.457910876997,0.156821205041186,363.771579395462,0.145675903029932,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.156821205041186,0.158941513821885,0.15620764568847,0.158362364550426,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1586.8505,-37.6576,8575.5,314.56795738999,0.157146085236284,364.001080434601,0.145956702329557,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.157146085236284,0.159408138843523,0.156557049437281,0.158842543652899,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1587.8506,-37.6392,8567.5,314.274500022009,0.157463717448028,363.761331094595,0.146231160869714,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.157463717448028,0.159901105600253,0.156831415538266,0.159289567016739,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1588.8506,-37.6312,8569.5,314.347864364005,0.157740846223374,363.933362497294,0.146470559824793,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.157740846223374,0.160366978000888,0.157146626181073,0.159746739946637,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1589.8507,-37.6208,8569,314.329523278506,0.158051230451762,364.00969119999,0.146738618631431,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.158051230451762,0.160808766529439,0.157437056756641,0.160195211999386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1590.8507,-37.616,8561,314.036065910525,0.158351808585023,363.764244908382,0.146998140079022,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.158351808585023,0.161274638930074,0.157735416736709,0.160632796544632,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+1597.851,-37.5528,8572.5,314.457910876997,0.160459266333544,364.915596549099,0.148815846015982,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.160459266333544,0.164514672346447,0.159836001979213,0.163772793713371,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1598.8501,-37.5472,8582,314.806391501475,0.160779030305097,365.420657860929,0.149091357560004,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.160779030305097,0.165052796363335,0.160171781017505,0.164269027276057,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1599.8501,-37.5344,8575.5,314.56795738999,0.16109026723741,365.24179371027,0.149359449251907,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.16109026723741,0.165538236910039,0.160477001970207,0.164746125330751,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1600.8501,-37.5264,8579,314.696344988482,0.161428790695295,365.497395396202,0.149650963294925,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.161428790695295,0.166047761328828,0.160822142934871,0.16525819638454,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1601.8502,-37.5232,8577,314.622980646487,0.161727663420707,365.506220164902,0.149908262132058,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.161727663420707,0.166526428286508,0.161140375550446,0.165716897119319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1602.8503,-37.5104,8572.5,314.457910876997,0.162016730050992,365.405353335954,0.150157055960319,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.162016730050992,0.167000579518172,0.16143597666618,0.166191757500082,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1603.8503,-37.5048,8575.5,314.56795738999,0.162363780548118,365.642400191128,0.150455673590369,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.162363780548118,0.167550745471103,0.161793184072707,0.166717722358118,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1604.8503,-37.4976,8574,314.512934133494,0.162688234391255,365.680488080885,0.150734767428407,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.162688234391255,0.168060269889892,0.161997469161141,0.16702452334369,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1605.8503,-37.476,8579,314.696344988482,0.163005440251036,365.993561248721,0.151007551299478,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.163005440251036,0.168537431605567,0.162441477034768,0.167699316493834,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1606.8504,-37.476,8575.5,314.56795738999,0.163338847485376,365.9491250059,0.151294187493769,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.163338847485376,0.169033408846307,0.162760452024648,0.168207645952435,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1607.8504,-37.4656,8585.5,314.934779099966,0.163661595920664,366.477507658388,0.151571581886427,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.163661595920664,0.169536912297075,0.163105455495178,0.168704581318436,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1608.8505,-37.4552,8571,314.402887620501,0.16396515851766,365.954006927607,0.151832416316293,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.16396515851766,0.169993000624676,0.163422276816109,0.169158354233105,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1609.8505,-37.4424,8581,314.769709330477,0.164286627897062,366.482163440519,0.152108562894013,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.164286627897062,0.170502525043464,0.163752953871039,0.169656646990336,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1610.8506,-37.4392,8582.5,314.824732586973,0.164614066203933,366.649311959681,0.152389758489736,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.164614066203933,0.170969150065102,0.164083096567938,0.170132163651365,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1611.8506,-37.4288,8582,314.806391501475,0.164937240991183,366.729689162119,0.152667215172768,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.164937240991183,0.17149297428294,0.164442785514169,0.17066392897597,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1612.8507,-37.4264,8579,314.696344988482,0.165269795521599,366.706145576123,0.152952644344908,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.165269795521599,0.171973899103629,0.164780018144184,0.171135145716069,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1613.8507,-37.4104,8576,314.586298475489,0.165555451336187,366.667775103779,0.153197755655937,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.165555451336187,0.172388593276084,0.16509031382108,0.171581848859065,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1614.8508,-37.408,8591,315.136531040453,0.16586882002831,367.407855591948,0.153466577335336,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.16586882002831,0.172869518096772,0.165440590954518,0.17207249597159,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1615.8508,-37.3976,8584,314.87975584347,0.166189010351826,367.209310846921,0.153741176293695,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.166189010351826,0.173300017310283,0.165760263791262,0.172526132919456,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1616.8508,-37.3816,8579,314.696344988482,0.166511758787114,367.09698687639,0.154017892828981,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.166511758787114,0.173767394952924,0.166120011752309,0.173007768260919,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1617.8509,-37.3792,8582.5,314.824732586973,0.166807647048792,367.339905462571,0.15427151285419,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.166807647048792,0.174184346988387,0.166439600653071,0.173445852529532,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1618.8509,-37.3528,8577.5,314.641321731985,0.167106093422242,367.219803835828,0.154527260416665,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.167106093422242,0.174597535918837,0.166730497257818,0.17388353394247,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1619.851,-37.3496,8592.5,315.19155429695,0.167415198594744,367.95941095496,0.154792072886242,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.167415198594744,0.175009219607282,0.166959575402233,0.17410705034851,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1620.851,-37.3576,8590.5,315.118189954954,0.167739226085919,367.975871263594,0.155069594141221,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.167739226085919,0.175453265998841,0.167430097009983,0.174758809309111,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1621.8501,-37.3496,8585.5,314.934779099966,0.168044494090762,367.857834725406,0.155330977936257,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.168044494090762,0.175846886783223,0.167759065901205,0.175173234809709,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1622.8501,-37.3392,8586,314.953120185465,0.168332708017122,367.970031804726,0.155577696597578,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.168332708017122,0.176204381759478,0.168082843109185,0.175564628619657,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1623.8502,-37.316,8585.5,314.934779099966,0.16867378958678,368.056021763433,0.155869592724036,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.16867378958678,0.176677780370139,0.168448055357142,0.176043884015349,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1624.8502,-37.3104,8595.5,315.301600809942,0.168951344714089,368.572230257287,0.156107060335537,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.168951344714089,0.177027749136367,0.168747951115373,0.17641317053331,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1625.8503,-37.3,8585.5,314.934779099966,0.169295837099443,368.251926159423,0.156401718993121,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.169295837099443,0.177445453792834,0.169090560094468,0.176846126994962,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1626.8503,-37.2896,8592.5,315.19155429695,0.169593857120931,368.646105722111,0.156656557879998,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.169593857120931,0.177831548367189,0.169286792883595,0.177044404236794,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+1706.1838,-36.5792,8600.5,315.48501166493,0.188256135204734,374.87700067599,0.172486799725864,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.188256135204734,0.194426841475438,0.188787366205642,0.194144104553265,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1707.1839,-36.5712,8605,315.65008143442,0.188466753073998,375.139627389908,0.172664033572396,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.188466753073998,0.194476514461613,0.188962482628617,0.194202046122083,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1708.1839,-36.5584,8602,315.540034921427,0.188679929055034,375.076106324425,0.17284338807602,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.188679929055034,0.194618007210109,0.188848931755183,0.194013414291739,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+1715.1842,-36.4928,8603.5,315.595058177923,0.190177277145829,375.61406702288,0.174102268419606,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.190177277145829,0.195234403811273,0.190374503251065,0.19462542745445,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1716.1842,-36.4896,8598.5,315.411647322935,0.19039130583079,375.463282730989,0.174282081500454,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19039130583079,0.1953277288156,0.190595499283676,0.194730629936333,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1717.1843,-36.4768,8603.5,315.595058177923,0.190550335112642,375.73180227362,0.174415666699985,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.190550335112642,0.195304397564519,0.190738233829103,0.194753044183525,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1718.1844,-36.4632,8599,315.429988408434,0.190750294182854,375.598351491437,0.174583607755577,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.190750294182854,0.195370628212751,0.191105486451599,0.195079564037987,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1719.1834,-36.4584,8603.5,315.595058177923,0.190960059348193,375.861109217576,0.174759754418894,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.190960059348193,0.195467716322092,0.191189688551409,0.194898886238138,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1720.1834,-36.4552,8608.5,315.778469032911,0.19118176236847,376.14955326064,0.174945891968637,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19118176236847,0.19554975201138,0.19139241275121,0.194966741915089,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1721.1835,-36.4424,8605,315.65008143442,0.191376605215137,376.058122455221,0.175109449638201,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.191376605215137,0.19560394072357,0.191610330676364,0.195046150450929,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1722.1835,-36.4344,8602,315.540034921427,0.191604277162884,375.998855228498,0.17530053127895,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.191604277162884,0.195689739517871,0.192013846162847,0.195435191663808,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1723.1835,-36.4264,8605.5,315.668422519918,0.191816174088033,376.218731608093,0.175478340381491,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.191816174088033,0.195778548796183,0.192053034496693,0.195210221785748,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1724.1836,-36.4136,8612,315.906856631403,0.192011869638624,376.564722804859,0.175642526344103,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.192011869638624,0.195841016339402,0.192262489676681,0.195272267505257,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1725.1836,-36.408,8612,315.906856631403,0.192215665876494,376.629103433758,0.175813480026443,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.192215665876494,0.195921546786685,0.192510613142483,0.195384110286008,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1726.1837,-36.408,8603.5,315.595058177923,0.192435663488923,376.326802592217,0.175997991372269,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.192435663488923,0.196033687316078,0.192707619783447,0.19545364660109,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1727.1837,-36.3872,8612,315.906856631403,0.192619847536538,376.756787191491,0.176152439809322,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.192619847536538,0.19607959719724,0.192907386755607,0.195498004588069,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1728.1838,-36.3848,8612,315.906856631403,0.192844961372512,376.827902195798,0.176341177732264,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.192844961372512,0.196194748210644,0.193113167485894,0.195617720794371,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1729.1838,-36.3712,8612,315.906856631403,0.19300910687791,376.879756886438,0.176478776680868,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19300910687791,0.19624216333381,0.19346262385215,0.195971496620551,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1730.1838,-36.3632,8618.5,316.145290742887,0.193182632126473,377.219070142987,0.176624217842223,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.193182632126473,0.196319683297082,0.193470703510545,0.195734639797791,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1731.1839,-36.3584,8618.5,316.145290742887,0.193362126302505,377.275816381455,0.176774639639876,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.193362126302505,0.196384408703309,0.193637717715323,0.195802058288357,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1732.1839,-36.3424,8613.5,315.961879887899,0.193533093439296,377.110959911499,0.176917894472069,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.193533093439296,0.196468702255605,0.193814169756052,0.195899670545256,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1733.184,-36.3344,8617,316.090267486391,0.193707897743746,377.319448698438,0.177064343285078,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.193707897743746,0.196565037743943,0.194010851203545,0.195989083733538,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1734.1841,-36.3264,8620,316.200313999384,0.19391041492573,377.514848086651,0.17723398278013,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19391041492573,0.196679436136345,0.194196450983043,0.196114154086923,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1735.1841,-36.3216,8625,316.383724854372,0.194092467213534,377.791422597565,0.177386455199254,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194092467213534,0.196777276866688,0.194402042430775,0.196213150385956,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1736.1842,-36.308,8617,316.090267486391,0.194192233572659,377.472542540152,0.177470001653452,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194192233572659,0.196807381706794,0.194518136789019,0.196251389541627,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1737.1842,-36.3032,8621.5,316.25533725588,0.194364906117298,377.724276190714,0.177614584792846,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194364906117298,0.19692027485719,0.194685902664207,0.196355727852026,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1738.1842,-36.2872,8617,316.090267486391,0.194526493510923,377.578198853448,0.177749867119951,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194526493510923,0.197037683733602,0.194845123307169,0.196463436403296,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1739.1843,-36.2848,8621.5,316.25533725588,0.194675716697648,377.822571695625,0.177874781776636,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194675716697648,0.197110687970859,0.194976755174245,0.196544226607941,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1740.1843,-36.2744,8620,316.200313999384,0.194792110783294,377.793640593664,0.177972204377936,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194792110783294,0.197182939587112,0.195111651598746,0.196603336328074,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1741.1831,-36.2584,8618.5,316.145290742887,0.194899551477736,377.761866110474,0.178062124509651,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.194899551477736,0.197274006728432,0.195223612575248,0.19669143271403,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1742.1834,-36.2584,8630,316.56713570936,0.195078619301806,378.322615459869,0.178211973430109,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195078619301806,0.197413241613921,0.19541474302262,0.196818672540685,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1743.1834,-36.2528,8625,316.383724854372,0.195202261370807,378.142543406865,0.178315427438474,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195202261370807,0.197471946052127,0.195517309955721,0.196897228855108,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1744.1835,-36.24,8623.5,316.328701597875,0.195319508160377,378.113868010983,0.178413520491763,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195319508160377,0.197573549887483,0.195668804841147,0.196999992724614,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1745.1835,-36.2296,8635,316.750546564348,0.195470010402988,378.665779196433,0.178539422200501,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195470010402988,0.197679669448856,0.195823015572108,0.197123796475516,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1746.1836,-36.2264,8631.5,316.622158965856,0.195580009209203,378.547123732236,0.178631430987762,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195580009209203,0.197791809978249,0.195927790674998,0.197199126303505,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1747.1836,-36.2112,8627,316.457089196367,0.195735627675359,378.399016182535,0.178761583999749,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195735627675359,0.197915992443685,0.196093514070917,0.197347192307643,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1748.1837,-36.2008,8623.5,316.328701597875,0.195859696096322,378.284744959379,0.178865337690719,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195859696096322,0.198061248297195,0.196203115581055,0.197491499777904,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1749.1837,-36.1872,8632,316.640500051355,0.195977795589815,378.695007245876,0.178964089795742,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.195977795589815,0.198131242050441,0.196314765704186,0.197567492130274,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1750.1838,-36.1848,8641.5,316.988980675832,0.196063492334192,379.138947258591,0.179035741355309,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196063492334192,0.198217040844742,0.196406023217139,0.197614619231486,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1751.1838,-36.1688,8631.5,316.622158965856,0.196232754063134,378.753797217141,0.179177247014969,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196232754063134,0.198413474926431,0.196581796208713,0.197853731826977,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1752.1839,-36.1664,8636.5,316.805569820844,0.196309497416307,378.997512011061,0.179241399155356,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196309497416307,0.198443579766537,0.196698166040418,0.197897771013902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1753.1839,-36.1584,8637,316.823910906343,0.196457015195184,379.066190785468,0.179364702267704,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196457015195184,0.198594103967065,0.196823919580534,0.198013693958978,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1754.1839,-36.148,8638,316.860593077341,0.196597284990706,379.154525396891,0.179481933034822,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196597284990706,0.198755917482633,0.196978610174857,0.198198507038497,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1755.184,-36.14,8635,316.750546564348,0.196703872981223,379.056605842474,0.179571004976506,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196703872981223,0.198855263454982,0.197094765919675,0.198290017885251,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1756.184,-36.132,8639.5,316.915616333837,0.19685949144738,379.303463397049,0.179701035765487,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19685949144738,0.199010303381526,0.197219121858444,0.198447381755844,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1757.1841,-36.1296,8638.5,316.87893416284,0.196980575404608,379.297928947835,0.179802198712008,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.196980575404608,0.199166848550076,0.197358502282286,0.198576394144584,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1758.1841,-36.1056,8630,316.56713570936,0.197082899875505,378.957104820243,0.179887680548238,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.197082899875505,0.199265441901422,0.197479550159075,0.19869095802786,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1759.1842,-36.0976,8638.5,316.87893416284,0.197220185207292,379.373856246725,0.180002357201159,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.197220185207292,0.199407687270921,0.197617187534455,0.198860271849426,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1760.1842,-36.0872,8641.5,316.988980675832,0.197380919896993,379.556557278838,0.180136604771328,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.197380919896993,0.199583800585539,0.19777162234637,0.199033618388033,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1761.1842,-36.0824,8638.5,316.87893416284,0.197519484284667,379.468697819359,0.180252320971957,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.197519484284667,0.199758408658152,0.197918152211162,0.199202942654754,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1762.1843,-36.0792,8645,317.117368274324,0.19763332025854,379.790326678029,0.180347376263413,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19763332025854,0.199865280840527,0.198049443555094,0.199323383465428,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1763.1843,-36.0688,8649.5,317.282438043813,0.197815372546344,380.045781727862,0.180499374750128,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.197815372546344,0.200097840730343,0.198236141583638,0.199555421773667,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1764.1834,-36.064,8643,317.044003932329,0.19795436328598,379.804247864391,0.180615404882501,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19795436328598,0.200256643761901,0.198366375930399,0.199696365323312,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1765.1835,-36.048,8650,317.300779129312,0.198102307416819,380.158795619983,0.180738894558547,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198102307416819,0.200412436309448,0.198554740745265,0.199893920291958,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1766.1835,-36.0424,8644.5,317.099027188825,0.198302692838993,379.980618176994,0.180906132919859,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198302692838993,0.20067510103937,0.198736606287234,0.200131458055847,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1767.1835,-36.0296,8636.5,316.805569820844,0.198457032249262,379.677863007525,0.18103492297659,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198457032249262,0.200833151449924,0.198882349489528,0.200307468641963,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1768.1836,-36.0192,8643,317.044003932329,0.198610518955608,380.012278085093,0.181162985038486,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198610518955608,0.201069474444754,0.199067983872195,0.200529758940335,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1769.1836,-36.008,8639.5,316.915616333837,0.198792571243413,379.916086572031,0.181314859613854,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198792571243413,0.201302786955573,0.199250175246413,0.200764205111313,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1770.1837,-36.0032,8633.5,316.695523307851,0.198972918123369,379.709355737021,0.181465288737216,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.198972918123369,0.201550399265442,0.199425564965735,0.200983506342914,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1771.1837,-35.9896,8632,316.640500051355,0.19917884612105,379.708589486776,0.181637027658211,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19917884612105,0.201809300890351,0.199669445972251,0.201289605102952,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1772.1838,-35.9848,8622,316.273678341379,0.199387758582465,379.334778164498,0.181811225415767,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.199387758582465,0.20209680211336,0.199875917724247,0.201572553212851,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1773.1838,-35.9712,8620,316.200313999384,0.199638453536163,379.32605569387,0.182020222677526,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.199638453536163,0.202436234185551,0.200116258232614,0.201881817902864,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1774.1838,-35.9608,8616.5,316.071926400892,0.19982306393574,379.23038715839,0.182174099202402,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.19982306393574,0.202711693472518,0.200304430140409,0.202197093343254,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1775.1839,-35.9584,8615,316.016903144396,0.200081859576718,379.246152783202,0.182389770781259,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.200081859576718,0.203089509215844,0.200573326769164,0.202555453158999,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1776.1839,-35.9504,8597.5,315.374965151938,0.200320616675478,378.551072655182,0.182588701670483,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.200320616675478,0.203452272539118,0.200827528495662,0.202909436344258,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1777.184,-35.9344,8602,315.540034921427,0.200544025103604,378.819703605902,0.182774808312967,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.200544025103604,0.203801488684343,0.201093651938491,0.203303526061126,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1778.184,-35.9272,8594,315.246577553446,0.200826696454457,378.556506292078,0.183010233313881,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.200826696454457,0.204209409267775,0.201374148682312,0.203714399819588,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1779.184,-35.9216,8599,315.429988408434,0.201098709006259,378.862551859229,0.183236728734885,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.201098709006259,0.20458120404308,0.201661078109454,0.204130548250753,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1780.1839,-35.916,8597,315.356624066439,0.201340450568754,378.850668845817,0.183437975507231,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.201340450568754,0.204993640352528,0.201895193829699,0.204476417500245,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1781.1841,-35.9056,8592.5,315.19155429695,0.201609478656821,378.737159235791,0.183661890359487,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.201609478656821,0.205379734926883,0.202189472157017,0.204893536399113,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1782.1842,-35.8976,8594,315.246577553446,0.201844824939885,378.877467812619,0.183857730391448,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.201844824939885,0.205740993008151,0.20245322852924,0.205283505054722,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1783.1842,-35.8928,8593.5,315.228236467947,0.202104899636748,378.937407561971,0.184074103217567,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.202104899636748,0.206150418833588,0.202744539150059,0.205714759762671,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1784.1842,-35.8768,8595.5,315.301600809942,0.202359431758105,379.105853582263,0.184285819497975,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.202359431758105,0.206508666430846,0.202973842021043,0.20604986735127,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1785.1843,-35.8688,8599,315.429988408434,0.202614816583386,379.340777654708,0.18449820000593,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.202614816583386,0.206868419270108,0.203263822862994,0.206475596586833,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1786.1843,-35.864,8597.5,315.374965151938,0.202851441922336,379.349231579215,0.184694939693196,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.202851441922336,0.207241719287419,0.203514442876554,0.206833874441802,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1787.1835,-35.8504,8594,315.246577553446,0.203095315244641,379.271680601457,0.184897665146212,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.203095315244641,0.207616524546734,0.203739964184839,0.207160200051538,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1788.1835,-35.8344,8592,315.173213211451,0.203351979125808,379.26430988544,0.185110978675032,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.203351979125808,0.208013155815126,0.20402329981874,0.207574562239277,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1789.1835,-35.84,8590.5,315.118189954954,0.203588178112796,379.272528138085,0.185307243619165,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.203588178112796,0.208325493531223,0.204223675964712,0.207846227890097,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1790.1836,-35.8216,8595.5,315.301600809942,0.203832477787063,379.57030735326,0.185510199155421,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.203832477787063,0.208680730644469,0.204572344397185,0.208308950251725,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1791.1836,-35.8216,8595.5,315.301600809942,0.204096816003547,379.653653616073,0.18572975561684,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.204096816003547,0.209074351428851,0.204807226035037,0.208685521952039,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1792.1836,-35.8112,8585.5,314.934779099966,0.20435262718079,379.292528599646,0.185942183724001,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.20435262718079,0.209463456487217,0.205057873281035,0.20902660407906,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1793.1837,-35.7928,8592,315.173213211451,0.204554718010812,379.643380964481,0.18610997002836,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.204554718010812,0.209773536340305,0.205306614418714,0.20939463648886,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1794.1837,-35.7928,8598.5,315.411647322935,0.204800296740966,380.008046290229,0.186313824362404,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.204800296740966,0.210111463170491,0.205537542233904,0.209707106163653,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1795.1838,-35.7848,8589,315.063166698458,0.205032658560295,379.661405381068,0.186506669115015,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.205032658560295,0.210459174073712,0.205837483419346,0.21012335302577,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1796.1838,-35.772,8591,315.136531040453,0.2052518034688,379.818872375407,0.186688510646636,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.2052518034688,0.210779037999834,0.206071732328666,0.210461184748036,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1797.1838,-35.7584,8590.5,315.118189954954,0.205485444344015,379.870391238729,0.186882344193746,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.205485444344015,0.211094386199941,0.206283465243703,0.210750841833793,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1798.1839,-35.7584,8587.5,315.008143441961,0.20571908521923,379.811330547449,0.187076140176693,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.20571908521923,0.211432313030128,0.20656536880446,0.21113938522057,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1799.184,-35.7424,8584,314.87975584347,0.205923734161025,379.720970978469,0.187245857632894,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.205923734161025,0.211740135020208,0.206800704283117,0.211471311850498,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1800.184,-35.7424,8582,314.806391501475,0.206133499326364,379.698534591979,0.187419788137491,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.206133499326364,0.211997531403111,0.206904909587001,0.211610132745611,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1801.1841,-35.7272,8577.5,314.641321731985,0.206347528011324,379.566780681596,0.18759722264006,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.206347528011324,0.212341479201319,0.207162357915055,0.211949437011685,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1802.1841,-35.7192,8582,314.806391501475,0.206567951975715,379.8353030628,0.187779926068201,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.206567951975715,0.212625217319314,0.20735826142928,0.212203092643121,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1803.1841,-35.7088,8580.5,314.751368244978,0.206760663062571,379.829569843161,0.187939631701379,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.206760663062571,0.212893150396255,0.207581492090698,0.212501618173726,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1804.1842,-35.6928,8580.5,314.751368244978,0.206973839043607,379.896667274869,0.188116267517293,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.206973839043607,0.213155062505174,0.20789692496026,0.212922555274555,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1805.1843,-35.6848,8579,314.696344988482,0.207182751505023,379.89599963177,0.18828934035172,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.207182751505023,0.213454605664226,0.208071357609305,0.21317360743061,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1806.1844,-35.6824,8577.5,314.641321731985,0.207394648430172,379.896248034195,0.188464855061415,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.207394648430172,0.213714259910137,0.208270856573249,0.213405994453461,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1807.1843,-35.672,8574,314.512934133494,0.207583948701332,379.800770918567,0.18862162686202,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.207583948701332,0.21398294560808,0.208494345930919,0.213717960998902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1808.1844,-35.664,8572.5,314.457910876997,0.207818015928509,379.807930008478,0.188815439098109,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.207818015928509,0.214290014977158,0.208755339441844,0.214054296852987,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1809.1841,-35.648,8569,314.329523278506,0.208028633797773,379.719064568439,0.188989802706678,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.208028633797773,0.21455267970708,0.208977906613684,0.214350171668984,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1810.1834,-35.6456,8571,314.402887620501,0.208247778706278,379.87659058631,0.189171193302532,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.208247778706278,0.214840180930089,0.209197119255091,0.214597756041956,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1811.1835,-35.6456,8577.5,314.641321731985,0.208452854000034,380.22920323336,0.189340908402096,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.208452854000034,0.215102845660011,0.209416368959016,0.214873833517051,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1812.1836,-35.6376,8567.5,314.274500022009,0.208701417193922,379.864033564514,0.189546574376938,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.208701417193922,0.215410667650091,0.209673240306818,0.215192296998392,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1813.1836,-35.6168,8567.5,314.274500022009,0.208914593174958,379.93102933937,0.189722926602167,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.208914593174958,0.21568386907405,0.209868981000404,0.215432258592105,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1814.1834,-35.6032,8580.5,314.751368244978,0.209175946927708,380.589783744413,0.189939092001628,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.209175946927708,0.216021043283234,0.210211425406526,0.2158219818449,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1815.1836,-35.6088,8572.5,314.457910876997,0.209392960076402,380.303183654973,0.190118547834908,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.209392960076402,0.216259624141071,0.210411081353628,0.216083861744284,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1816.1837,-35.5872,8564.5,314.164453509016,0.209642802326176,380.026769933918,0.190325111338058,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.209642802326176,0.216579488067194,0.210688354453865,0.216422453406429,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1817.1838,-35.5768,8567.5,314.274500022009,0.209906714190699,380.242827675554,0.190543260926457,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.209906714190699,0.216894836267301,0.210917277111035,0.216707082268203,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1818.1838,-35.58,8574,314.512934133494,0.210159967256169,380.610962072631,0.190752555214367,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.210159967256169,0.217218463298437,0.211233177753441,0.217101937942942,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1819.1839,-35.5688,8569.5,314.347864364005,0.210411941265754,380.490408737579,0.190960748996678,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.210411941265754,0.217547358676591,0.211456660091823,0.217359309642289,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1820.1839,-35.5584,8570.5,314.384546535002,0.210701434248001,380.625821395334,0.191199889374451,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.210701434248001,0.217858943771685,0.211776015219682,0.217725997844448,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1821.1839,-35.5424,8570.5,314.384546535002,0.210991779934171,380.717101592219,0.191439676714863,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.210991779934171,0.218195365359866,0.212119586923082,0.218097684802475,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1822.1838,-35.5456,8564.5,314.164453509016,0.211267629653632,380.537232923295,0.191667439042516,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.211267629653632,0.218550602473113,0.212389031712188,0.218429772332404,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1823.184,-35.5272,8566,314.219476765513,0.211575029418286,380.700471805975,0.191921190366526,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.211575029418286,0.218895302892323,0.212664654274521,0.218734440882314,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1824.1841,-35.5112,8565.5,314.201135680014,0.211832972355339,380.759296168534,0.192134066562229,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.211832972355339,0.219193340809369,0.212963430816053,0.219101223873668,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1825.1839,-35.5136,8564,314.146112423518,0.21211521735423,380.781283341219,0.192366946952466,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.21211521735423,0.21954707268061,0.213261088221859,0.219472929948418,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1826.1842,-35.5056,8561,314.036065910525,0.212423043470846,380.74456279085,0.192620872512845,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.212423043470846,0.219873710195757,0.213595131972664,0.219759922265822,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1827.1842,-35.4928,8557.5,313.907678312033,0.212715947268789,380.680847459123,0.192862428811668,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.212715947268789,0.220194326742882,0.213872071102432,0.220079667010998,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1828.1842,-35.4848,8567.5,314.274500022009,0.213003734843188,381.216142292672,0.193099708970518,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.213003734843188,0.220508169700984,0.214208451196786,0.220393287180577,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1829.1843,-35.4744,8564.5,314.164453509016,0.213304312976448,381.177086426378,0.193347474817949,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.213304312976448,0.220822012659085,0.214470648031218,0.220734868433548,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1830.1843,-35.4664,8564.5,314.164453509016,0.213587410679264,381.266025661473,0.193580775464484,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.213587410679264,0.221122308439139,0.214860660223016,0.221131053146722,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1831.1844,-35.4536,8561,314.036065910525,0.213933182120504,381.218800791368,0.193865651683128,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.213933182120504,0.221448945954286,0.215184300872433,0.221462252547124,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1832.1834,-35.4432,8554.5,313.79763179904,0.214187714241861,381.009229288586,0.194075305265592,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.214187714241861,0.221698816127163,0.215444870820471,0.221687619902711,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1833.1835,-35.4376,8562.5,314.091089167021,0.214503214693794,381.464637500022,0.194335116384371,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.214503214693794,0.222017927432283,0.215777217938055,0.222008563322115,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1834.1835,-35.4248,8559.5,313.981042654028,0.214816583385917,381.429377484914,0.194593105220678,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.214816583385917,0.222320481075345,0.216081726702799,0.222270509727271,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1835.1835,-35.4192,8556,313.852655055537,0.215123130446646,381.369620710076,0.194845413589161,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.215123130446646,0.222585403668275,0.216464593422339,0.222537282597753,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1836.1835,-35.4112,8551,313.669244200549,0.215398553814145,381.233145777323,0.195072050833718,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.215398553814145,0.22281194259007,0.216697280773055,0.222802077049405,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1837.1836,-35.4032,8552.5,313.724267457045,0.215717891433736,381.400204924472,0.195334759452263,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.215717891433736,0.223103959539095,0.217068917147831,0.223084230373538,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1838.1837,-35.3952,8554.5,313.79763179904,0.216026143902314,381.586124162265,0.195588283232521,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.216026143902314,0.223361355921998,0.217360479156391,0.223333890983644,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1839.1835,-35.3872,8556,313.852655055537,0.216346760577792,381.753660275542,0.195851907841021,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.216346760577792,0.22359843153783,0.217745532099319,0.22367667345416,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1840.1837,-35.3744,8544.5,313.430810089064,0.216618346777632,381.325673999731,0.196075163160341,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.216618346777632,0.223813681144586,0.218015391951109,0.223864867163268,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1841.1838,-35.3688,8553,313.742608542544,0.216916793151082,381.798649062448,0.196320441208765,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.216916793151082,0.224042477929389,0.218340643087081,0.224048240364942,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1842.1838,-35.3584,8556,313.852655055537,0.217276207855109,382.045369771262,0.196615746228942,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.217276207855109,0.224358578750499,0.218552614593299,0.22437005190095,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1843.1836,-35.356,8556,313.852655055537,0.217563142725583,382.135425042188,0.196851437238071,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.217563142725583,0.224548239243164,0.218874648616115,0.224564749649797,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1844.1839,-35.3352,8544.5,313.430810089064,0.217876085065744,381.719887930254,0.197108427712982,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.217876085065744,0.224782304374986,0.2192148561708,0.224863058385356,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1845.184,-35.3272,8553,313.742608542544,0.218152787489128,382.18643315021,0.197335602708887,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.218152787489128,0.224935086438522,0.219411665713278,0.224965588664882,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1846.184,-35.3216,8548,313.559197687556,0.21851134948923,382.075441119024,0.197629908351793,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.21851134948923,0.225237640081584,0.219824233947512,0.225345579163088,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1847.184,-35.3064,8546,313.485833345561,0.218838787796102,382.088693106154,0.197898592201383,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.218838787796102,0.225492025980477,0.220140424237639,0.225572842154238,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1848.1841,-35.3112,8549.5,313.614220944052,0.219153861896073,382.343988609469,0.198157062301172,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.219153861896073,0.225693728409185,0.22045912940006,0.225764375908243,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1849.1841,-35.2952,8538,313.19237597758,0.219494090761806,381.936251776309,0.198436093038322,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.219494090761806,0.225930804025017,0.220809786162863,0.226041981978466,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1850.1842,-35.2848,8541,313.302422490573,0.219816412845132,382.171437138141,0.19870036614724,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.219816412845132,0.226179921576892,0.221067636326872,0.226171527926202,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1851.1842,-35.2768,8538,313.19237597758,0.220145130207889,382.140152367282,0.198969810856876,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.220145130207889,0.226441833685811,0.221418042555832,0.226429035661529,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1852.1843,-35.264,8543,313.375786832568,0.220478111090267,382.468288374839,0.199242676310921,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.220478111090267,0.226672135712619,0.221730239575603,0.226636270649017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1853.1843,-35.2584,8534.5,313.063988379088,0.220777836519604,382.181578425622,0.199488226500885,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.220777836519604,0.226890395803385,0.222117962108815,0.226965671333417,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1854.1831,-35.24,8529.5,312.8805775241,0.22112275525692,382.065592892605,0.199770726731051,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.22112275525692,0.22716811295336,0.222491915890396,0.227226537157337,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1855.1834,-35.2456,8543,313.375786832568,0.221436976652967,382.768773625016,0.200028015339944,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.221436976652967,0.22738185731811,0.2228528042776,0.227450396584385,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1856.1834,-35.2352,8535,313.082329464587,0.22176697307161,382.513649992157,0.200298149497747,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.22176697307161,0.22762946962798,0.223107564303781,0.227571713415602,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1857.1835,-35.2168,8533,313.008965122592,0.222080768115695,382.522236524116,0.200554953586251,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.222080768115695,0.227873318832835,0.223525622311256,0.227958035753464,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1858.1835,-35.2088,8530,312.898918609599,0.222429950372632,382.497009547582,0.200840640416479,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.222429950372632,0.228179635580911,0.223866772505239,0.228195447134604,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1859.1836,-35.2008,8526.5,312.770531011107,0.222758241383427,382.442744455702,0.201109160454221,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.222758241383427,0.228429505753788,0.224182614011655,0.228429965236869,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1860.1836,-35.1824,8523,312.642143412616,0.223079710762829,382.386262337373,0.201372031002101,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.223079710762829,0.228689159999699,0.224435804640997,0.228577905431261,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1861.1837,-35.1848,8520,312.532096899623,0.223391374047103,382.349071459852,0.201626816998056,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.223391374047103,0.228959350939647,0.224836699219649,0.228964434962758,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1862.1837,-35.172,8510,312.165275189647,0.22373032385695,382.006113304721,0.201903836169031,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.22373032385695,0.229237820710625,0.22510885427384,0.229127642441288,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1863.1838,-35.164,8508,312.091910847652,0.224059893923632,382.019191286601,0.202173115837101,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.224059893923632,0.229534353385666,0.225490268381276,0.229486509553494,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1864.1838,-35.1584,8505,311.981864334659,0.22435791394512,381.977464605493,0.202416554699538,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.22435791394512,0.229785728800548,0.225911542299725,0.229890953739109,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1865.1838,-35.148,8510,312.165275189647,0.224661050190153,382.296653746651,0.202664111987596,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.224661050190153,0.230030330626407,0.226202300814321,0.230106610871254,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1866.1839,-35.1376,8502,311.871817821666,0.224984224977403,382.038057046567,0.202927966344307,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.224984224977403,0.230348689310524,0.226481064943978,0.230289421768319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1867.1839,-35.1328,8496.5,311.670065881179,0.225260501048826,381.877021083494,0.20315347530646,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.225260501048826,0.230569959885301,0.226754847188918,0.230571242723017,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1868.184,-35.1168,8480.5,311.083151145217,0.225614373177346,381.267981296879,0.203442247397358,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.225614373177346,0.23092293913554,0.227082867335336,0.231001144449634,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1869.184,-35.1168,8498.5,311.743430223174,0.225908129679213,382.168805484673,0.203681899697453,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.225908129679213,0.231211945600554,0.227413490113086,0.23133873637384,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1870.1841,-35.0952,8495.5,311.633383710182,0.226215529443866,382.129694598564,0.20393262095706,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.226215529443866,0.231519767590634,0.227724897033741,0.231614432313412,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1871.1841,-35.0904,8480.5,311.083151145217,0.226539556935041,381.555790375611,0.204196836079768,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.226539556935041,0.231807268813644,0.228005897076343,0.231855759748609,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1872.1842,-35.0848,8477,310.954763546726,0.226855483738936,381.496556852045,0.20445437862828,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.226855483738936,0.232122617013751,0.228381115063518,0.232257579250984,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1873.1842,-35.0744,8480.5,311.083151145217,0.227180790285997,381.755267267046,0.204719498221181,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.227180790285997,0.232432696866839,0.228683080051789,0.232489105328918,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1874.1843,-35.0696,8470.5,310.716329435241,0.227488190050651,381.400624837646,0.204969959500256,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.227488190050651,0.232715682363832,0.22895687586553,0.23274553382301,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1875.1843,-35.0616,8459,310.294484468769,0.227829271620308,380.988650853088,0.20524779043428,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.227829271620308,0.23302275173291,0.229331979539806,0.233071139890987,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1876.1843,-35.048,8460.5,310.349507725265,0.228159694390914,381.158756562232,0.2055168655622,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.228159694390914,0.233312510818927,0.229620069192106,0.233288685240015,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1877.1834,-35.04,8455.5,310.166096870277,0.228477752954619,381.032149725903,0.205775803702075,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.228477752954619,0.233594743694918,0.229979541242626,0.233614508913352,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1878.1834,-35.0248,8452.5,310.056050357284,0.228794532462439,380.995179435929,0.206033633907914,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.228794532462439,0.233862676771858,0.230363867033286,0.233963231760074,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1879.1835,-35.0272,8446,309.8176162458,0.229132629568361,380.806941342802,0.206308741415799,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.229132629568361,0.234121578396767,0.230676649824927,0.234200756674362,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1880.1835,-35.0112,8441,309.634205390812,0.229444292852636,380.678006689695,0.206562272865722,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.229444292852636,0.234338333245528,0.230994724835152,0.234456751753324,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1881.1836,-35.0008,8434,309.377430193829,0.22975595613691,380.458737475192,0.20681574005374,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.22975595613691,0.234565624788325,0.231294910382619,0.234652321513394,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1882.1836,-34.9928,8423,308.973926312855,0.230117502600747,380.074234604716,0.207109695391285,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.230117502600747,0.234797432057139,0.231714297900767,0.234805759625319,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1883.1837,-34.9848,8419.5,308.845538714363,0.23043087129287,380.013085295229,0.207364409907075,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23043087129287,0.235052570577035,0.231996651021673,0.234956413264289,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1884.1837,-34.9776,8413,308.607104602879,0.230875556389311,379.856941583763,0.207725750613196,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.230875556389311,0.235325772000994,0.232705970347136,0.235357095941251,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1885.1837,-34.972,8398.5,308.075213123414,0.231113034432184,379.275410461708,0.207918666246107,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.231113034432184,0.23538748692321,0.232891293913859,0.235315478506498,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" 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+1889.1839,-34.9296,8363.5,306.791337138497,0.23248887221379,378.116909114787,0.209035598264165,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23248887221379,0.235943673844162,0.234422544694244,0.235965773240161,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1890.184,-34.9352,8347,306.186081317037,0.232802240905913,377.466887181843,0.209289822758905,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.232802240905913,0.236052051268543,0.234535729058108,0.236112422551386,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1891.184,-34.9112,8342,306.002670462049,0.233172740760953,377.354151813856,0.209590312310164,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.233172740760953,0.236150644619889,0.234725824457095,0.236187015648523,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1892.184,-34.9064,8324.5,305.360732469591,0.233482272285417,376.65705015333,0.209841285003509,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.233482272285417,0.236306437167435,0.234995727191057,0.236157951930463,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1893.1841,-34.8984,8314.5,304.993910759614,0.233852772140458,376.317582276709,0.210141608916682,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.233852772140458,0.236362131121631,0.235390873838319,0.236340019028123,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1894.1841,-34.8904,8304.5,304.627089049638,0.234216024012143,375.975634653237,0.210435970139412,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.234216024012143,0.236469755925009,0.235737501893576,0.236347512851403,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1895.1842,-34.8824,8283.5,303.856763458689,0.234535361631734,375.121919360721,0.210694673890003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.234535361631734,0.236543512783268,0.236282427176736,0.236393414768075,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1896.1842,-34.88,8281.5,303.783399116693,0.23487601684943,375.134833886202,0.210970573825369,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23487601684943,0.236651890207648,0.236763644567745,0.236627820597902,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1897.1842,-34.864,8253.5,302.75629832876,0.235261865375105,373.983309827646,0.211282984344304,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.235261865375105,0.236712099887859,0.237180663434589,0.23664783711306,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1898.1843,-34.8512,8240.5,302.279430105791,0.23565410918021,373.512819930873,0.211600472929459,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23565410918021,0.2368091879972,0.23758690047627,0.236728626332655,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1899.1844,-34.848,8228.5,301.83924405382,0.23597088868803,373.064518714123,0.211856805916727,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23597088868803,0.236859613604377,0.237316157179349,0.236848469542107,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1900.1834,-34.8408,8209,301.123941719367,0.236365264252946,372.299181776754,0.212175836617946,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.236365264252946,0.236943907156673,0.237584069734937,0.236709914389816,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1901.1835,-34.8272,8189.5,300.408639384913,0.236765608745332,371.535073761239,0.212499591822536,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.236765608745332,0.237011643046911,0.238503144163931,0.236880343977302,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1902.1835,-34.8168,8166.5,299.564949451968,0.2371582789024,370.609257283481,0.212817039066832,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.2371582789024,0.237081636800156,0.238424990205671,0.236846279860892,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1903.1835,-34.8064,8153,299.069740143501,0.23751641455054,370.103712522947,0.213106479656003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23751641455054,0.237094431357202,0.23887797814534,0.236974515211647,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1904.1836,-34.8008,8125,298.042639355568,0.23792997595375,368.95591737063,0.21344061042825,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23792997595375,0.237160662005434,0.23932018946432,0.23702363095929,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1905.1836,-34.788,8097,297.015538567635,0.238344816412845,367.8076525793,0.213775662470337,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.238344816412845,0.237194529950553,0.239747755420608,0.237006305559458,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1906.1836,-34.78,8081,296.428623831673,0.238738765625799,367.197627581401,0.214093737499482,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.238738765625799,0.237256997493772,0.240042668177566,0.237158047803987,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1907.1837,-34.7744,8053,295.40152304374,0.239151047973123,366.047106852507,0.214426506413472,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.239151047973123,0.237268286808812,0.240723764502542,0.237129044101847,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1908.1837,-34.7616,8023.5,294.31939899931,0.23954968705766,364.823518924593,0.214748158061321,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.23954968705766,0.237328496489023,0.240909913603305,0.237214107562642,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1909.1838,-34.7512,7990.5,293.108887356389,0.239934682879411,363.435875293381,0.215058703132315,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.239934682879411,0.237357096087124,0.241088601839105,0.237130710187865,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1910.1838,-34.7432,7955.5,291.825011371473,0.240367430120913,361.97023939984,0.21540765033808,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.240367430120913,0.237378169475197,0.24143633129007,0.237265666657921,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1911.1839,-34.7376,7931,290.926298182032,0.24077416989273,360.973836126776,0.215735515362356,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.24077416989273,0.237400748105277,0.241910808215533,0.23730739787349,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1912.1839,-34.7272,7905,289.972561736094,0.241198390094991,359.91347679856,0.216077356535971,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.241198390094991,0.237449668470449,0.242719572699597,0.237370992744566,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1913.184,-34.7144,7859,288.285181870204,0.241629005576684,357.943243687995,0.216424231624236,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.241629005576684,0.237462463027493,0.243117269733662,0.237115838973173,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1914.184,-34.7112,7831,287.258081082271,0.242044272387742,356.787254305328,0.216758628920863,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.242044272387742,0.237476762826543,0.242909068434689,0.237039370151722,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1915.1841,-34.7008,7786.5,285.625724472877,0.242477445981206,354.883520649592,0.217107326696093,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.242477445981206,0.237492567867599,0.243272833721887,0.237123595195692,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +1916.1841,-34.688,7727,283.44313529852,0.242922131077647,352.297745764566,0.217465164611003,"S191107-ERR-274","6xxxT4","A36R19W18","E200131-WEL-003",NA,0.00025,0.242922131077647,0.237463968269498,0.24348096715371,0.236934320171254,"TCT",NA,"C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S","0.00025 mm/mm/s" +0,-44.9,-6.5,-0.341699827320678,0,-0.341699827320678,0,"S200123-ERR-076","DP1180","A36R19W18","E200131-WEL-004",NA,0.00025,0,0,-7.41030862681869e-18,-7.64871812372237e-18,"TCT",NA,NA,"0.00025 mm/mm/s" +0.450300000000425,-44.8944,-13,-0.683399654641356,3.28904644560634e-05,-0.683422131973406,3.28899235765151e-05,"S200123-ERR-076","DP1180","A36R19W18","E200131-WEL-004",NA,0.00025,3.28904644560634e-05,5.76467179433295e-05,3.39222271101585e-05,4.54693057822866e-05,"TCT",NA,NA,"0.00025 mm/mm/s" +0.700399999999718,-44.9,-8.5,-0.446838235727041,2.55782847448031e-05,-0.446849665082669,2.55779576259512e-05,"S200123-ERR-076","DP1180","A36R19W18","E200131-WEL-004",NA,0.00025,2.55782847448031e-05,6.1499310625039e-05,3.17135362345029e-05,4.46182972057105e-05,"TCT",NA,NA,"0.00025 mm/mm/s" +0.950399999999718,-44.8968,-14.5,-0.762253460946128,5.4922704366604e-05,-0.762295325967616,5.4921196170184e-05,"S200123-ERR-076","DP1180","A36R19W18","E200131-WEL-004",NA,0.00025,5.4922704366604e-05,7.00691632673871e-05,5.30190942737909e-05,6.38891552389886e-05,"TCT",NA,NA,"0.00025 mm/mm/s" +1.20039999999972,-44.9024,-3.5,-0.183992214711134,1.96051229142039e-05,-0.183995821901119,1.9604930736302e-05,"S200123-ERR-076","DP1180","A36R19W18","E200131-WEL-004",NA,0.00025,1.96051229142039e-05,3.84208347756724e-05,2.0785303717713e-05,2.05013644776855e-05,"TCT",NA,NA,"0.00025 mm/mm/s" 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/dev/null +++ b/data/numisheet_2020/numisheet_2020_tensioncompression.csv @@ -0,0 +1,27806 @@ +#;sdata_version;0.8.3;-;str;; +#;Time;;s;float;Time; +#;Displacement;;mm;float;Actuator displacement; +#;Force;;N;float;Load washer force; +#;Estress;;MPa;float;Engineering stress; +#;Estrain;;mm/mm;float;Engineering strain; +#;Tstress;;MPa;float;True stress; +#;Tstrain;;mm/mm;float;True strain; +#;EstrainRate;;mm/mm/s;float;Engineering strain rate computed from smooth spline; +#;Experiment;;nan;str;NCAL Experiment descriptor; +#;Specimen;;nan;str;NCAL Specimen descriptor; +#;Material;;nan;str;describes heat treatment. Retained for compatibility with other scripts; +#;Geometry;;nan;str;description of major specimen geometry components by concatenating reduced parallel length, fillet radius and width; +#;Path;;nan;str;strain path for test C=compression, T =tension; +#;NumisheetID;;nan;str;Numisheet 2020 Material designation, per Tom Stoughton 2019-11-19 email; +#;IntendedRate;;mm/s;float;Intended actuator velocity; +#;ASPID;;nan;str;ASP Materials Bank ID; +#;dedt;;mm/mm/s;float;achieved specimen engineering strain rate; +#;dedtnomlabel;;nan;float;convenient axis label; +#;StrainA;;mm/mm;float;Engineering strain based on a gauge length equal to the reduced parallel length; +#;StrainfG;;mm/mm;float;Engineering strain based on a gauge length equal to 4/7 of the reduced parallel length; +#;eyyA;;mm/mm;float;Average engineering strain in the entire reduced parallel length; +#;eyyfgA;;mm/mm;float;Average engineering strain in the central 4/7 of the reduced parallel length; 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7908;175.6838;-43.4184;24554.5;961.8099426419791;0.0267091688539674;987.499086805428;0.0263587056948739;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0267091688539674;0.0274270202387266;0.0267359077388178;0.0273799302674555;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7909;176.6838;-43.4216;24566.5;962.279987615882;0.0269600688628721;988.22312234737;0.0266030488495993;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0269600688628721;0.0276395235498677;0.0269803656992539;0.0276175964811967;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7910;177.6827;-43.4056;24589.5;963.1809071491961;0.0271693712870657;989.3499268321449;0.026806835836755;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0271693712870657;0.0278564540133242;0.0271963186231657;0.0278355601494255;TCT;Lot 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7916;183.6831;-43.3584;24648.5;965.49196160422;0.0285179217320878;993.0257857982091;0.0281188550753333;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0285179217320878;0.0292436284054947;0.0285313576034513;0.0292037626475712;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7917;184.6832;-43.3448;24657.0;965.8249101274009;0.0287016549987066;993.545683487035;0.0282974779789704;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0287016549987066;0.0294354716724969;0.0287259925136404;0.0294116845255221;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +7918;185.6832;-43.3344;24670.0;966.334125515796;0.0289386891460408;994.298568385309;0.0285278721283241;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0289386891460408;0.0296842776326246;0.0289387423354368;0.0296288048349947;TCT;Lot 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8911;1179.0162;-41.3824;25043.0;980.944690121284;0.0883709944833376;1067.63174792045;0.0846820778872966;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0883709944833376;0.0930225865932546;0.08849996637229302;0.0929919430199286;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8912;1180.0163;-41.3744;25030.0;980.4354747328889;0.088651576764717;1067.3526254840199;0.0849398448821258;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.088651576764717;0.0933369144076506;0.0887713750147055;0.0933178148170856;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8936;1204.0163;-41.1592;25046.0;981.06220136476;0.0958469412418215;1075.09401253354;0.0915275266219314;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0958469412418215;0.101282914955142;0.0960181158525714;0.101274393451391;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8937;1205.0164;-41.1432;25041.5;980.885934499546;0.0961652624124901;1075.21308778742;0.0918179640313358;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0961652624124901;0.10165258217348101;0.0963498239381085;0.101616929435276;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8938;1206.0164;-41.1352;25039.5;980.807593670562;0.0964547493756121;1075.41114430375;0.0920820197849527;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0964547493756121;0.10194403636758101;0.0966324161190657;0.101948494379675;TCT;Lot 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8944;1212.0167;-41.088;25033.0;980.5529859763651;0.09831637910198401;1076.9574050752;0.0937784428412567;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.09831637910198401;0.10401889508608197;0.0985193594795525;0.104031526801339;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8945;1213.0167;-41.0776;25026.5;980.298378282167;0.0986254987681855;1076.9807947818902;0.0940598518956838;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0986254987681855;0.104378970141071;0.09882010508319;0.104376826437358;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8949;1217.0169;-41.0328;25033.5;980.572571183611;0.0998697796303284;1078.50213777926;0.0951917906423578;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.0998697796303284;0.10576319309836502;0.10005911239548801;0.10574890931371801;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8950;1218.0169;-41.0304;25036.5;980.690082427087;0.100175125407601;1078.93083442021;0.0954693720485681;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.100175125407601;0.10610777312024999;0.100357924775335;0.106103131864396;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8954;1222.0171;-40.9936;25033.0;980.5529859763651;0.101420339141165;1080.00100235997;0.0966005643010921;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.101420339141165;0.107492733936262;0.101611005952951;0.10747309888683801;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8955;1223.0172;-40.9824;25028.5;980.3767191111509;0.101775127103731;1080.1546843082301;0.0969226310183385;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.101775127103731;0.107896342655686;0.101975075356497;0.107883324291475;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8956;1224.016;-40.9696;25030.0;980.4354747328889;0.102091624934805;1080.5297254921002;0.0972098514983943;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.102091624934805;0.108259369145552;0.10229943115672901;0.108246226964365;TCT;Lot 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8962;1230.0165;-40.9224;25028.0;980.357133903905;0.103982809723912;1082.29742322011;0.0989243768314221;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.103982809723912;0.11038366439824301;0.10418315019675699;0.110375418399994;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s +8963;1231.0165;-40.9168;25038.0;980.7488380488251;0.104346544771468;1083.08659058785;0.0992537978483596;S191107-ERR-174;DP980;A36R19W18;E191120-WEL-002;;0.00025;0.104346544771468;0.11076144806249401;0.10455572771703599;0.11075221424568199;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R01T1.424W17.93-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10408;1062.8331;-42.464;24535.0;964.986316151857;0.0567718398236279;1019.7703647244199;0.0552188272241182;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0567718398236279;0.059743362172443;0.0569467540147559;0.0597714811175176;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10409;1063.8333;-42.4504;24545.0;965.37962624607;0.0570051512517754;1020.4112378556099;0.0554395803405349;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0570051512517754;0.0599927994446128;0.0571802119623029;0.0600316533621056;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10413;1067.8333;-42.424;24561.5;966.0285879015221;0.0580531660059779;1022.10960588149;0.0564305835969668;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0580531660059779;0.0611130907720012;0.0582324900563805;0.0611380377872753;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10414;1068.8335;-42.4112;24581.0;966.795542585237;0.0582735039111356;1023.13410641735;0.0566388103410566;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0582735039111356;0.0613433462367875;0.0584594839417377;0.0613717809611345;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10418;1072.8325;-42.3664;24622.5;968.4277794762219;0.0592806054310727;1025.83676455984;0.0575900035988126;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0592806054310727;0.062431692477264;0.0594778118594994;0.0624677518616175;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10419;1073.8325;-42.3608;24625.5;968.545772504486;0.0595213363576622;1026.19491120752;0.0578172366618729;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0595213363576622;0.0626795804496068;0.0597090425075073;0.0626907348549911;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10423;1077.8327;-42.3216;24648.5;969.450385721176;0.0605481525448879;1028.1488155605198;0.0587858995032465;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0605481525448879;0.0637846001072705;0.0607518555552204;0.0637900127138133;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10424;1078.8327;-42.3112;24638.5;969.0570756269631;0.0607849405380196;1027.9611523469;0.059009144023296;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0607849405380196;0.0640349226936273;0.0609806186469757;0.0640250840075003;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10428;1082.8329;-42.28;24685.0;970.885967565054;0.0617413774828822;1030.8298045813199;0.0599103691355383;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0617413774828822;0.065053993098976;0.0619378997219469;0.065053955059002;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s +10429;1083.833;-42.2688;24678.0;970.6106504991051;0.0620129311258559;1030.8010619185302;0.0601660989469887;S191107-ERR-175;DP980;A36R19W18;E191121-WEL-001;;0.00025;0.0620129311258559;0.0653144230223002;0.0622005758941502;0.0653018620435816;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R02T1.417W17.94-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10925;33.8508;-44.6816;11166.5;442.447755781677;0.00229436256635521;443.46289135010994;0.00229173453556492;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00229436256635521;0.00229724027219567;0.00229718914786758;0.00229243643666521;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10926;34.1005;-44.6704;11260.5;446.172296957826;0.00226871088648817;447.184532905184;0.00226614124772278;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00226871088648817;0.0022902317675596;0.00225815900280902;0.00227007585398049;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10930;35.1006;-44.6784;11580.0;458.831774678889;0.00229923850550353;459.886738362779;0.00229659930131678;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00229923850550353;0.0023029946233703302;0.00229709801183638;0.00229885917045834;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10931;35.3509;-44.6704;11645.0;461.40725527941805;0.00238679341281821;462.50853907694506;0.0023839495456703897;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00238679341281821;0.00240996653623471;0.00237077888902241;0.00238425432343836;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10935;36.3508;-44.6576;11959.5;473.868619108132;0.0024294472804979603;475.019857936138;0.00242650094446748;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0024294472804979603;0.00245880474748728;0.0024234688210697302;0.00244701126265768;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10936;36.6007000000001;-44.66;12063.0;477.969576679744;0.00241630344453308;479.12449621425696;0.00241338887740656;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00241630344453308;0.00249842124211357;0.00241184201380231;0.00246982227555892;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10940;37.6007000000001;-44.652;12390.0;490.92622523933;0.00255104896290894;492.17860207709197;0.0025478005608856697;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00255104896290894;0.0025589157031817604;0.00254741783594776;0.00256281393225244;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10941;37.851;-44.6448;12456.0;493.541328618328;0.00254744500788636;494.798598012102;0.00254420576987318;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00254744500788636;0.0025636372220944;0.0025444367912027;0.0025527338822179803;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10945;38.851;-44.6448;12760.0;505.586653273111;0.00261982090463515;506.91119975645995;0.00261639515577679;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00261982090463515;0.00261181146974986;0.00261390718807671;0.00260262433066181;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +10946;39.101;-44.6368;12853.5;509.291383060026;0.00267833217441455;510.65543455742795;0.002674751834265;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.00267833217441455;0.00268698690368691;0.00267728494948677;0.00268198765021632;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11150;175.0507;-43.4184;24413.5;967.330702169521;0.0262160592235808;992.6903011463851;0.0258783086174492;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0262160592235808;0.0271086746106222;0.0262423891200911;0.0270881937944161;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11151;176.0511;-43.4056;24431.5;968.043912181976;0.0263931194138697;993.5936107540649;0.0260508306860154;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0263931194138697;0.0272759934370888;0.0264293753273204;0.0272759077015339;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11155;180.0502;-43.3736;24487.5;970.2627877762781;0.027209012431525;996.6626800307291;0.0268454276996545;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.027209012431525;0.0281181943731298;0.0272383427945537;0.0281058151943669;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11156;181.0503;-43.3584;24497.0;970.6392041717401;0.0274690059868053;997.3016982821609;0.027098502443568;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0274690059868053;0.0283898292580723;0.0275119782056139;0.0283700416405291;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11160;185.0502;-43.3424;24520.5;971.570339465777;0.0282666248325221;999.033353749862;0.0278744960818393;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0282666248325221;0.029191085772293;0.0283114506423437;0.0291935328536179;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11161;186.0502;-43.3136;24540.0;972.342983645936;0.0284553872767668;1000.0113798114301;0.0280580526769099;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0284553872767668;0.0293837089891818;0.0284877367344089;0.0293786403255352;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11165;190.0504;-43.2712;24584.5;974.1061972878371;0.0292803113817139;1002.62833006328;0.028859831204323998;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0292803113817139;0.0302311478602666;0.0293250773235313;0.0302075651677896;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11166;191.0505;-43.2712;24599.0;974.680727575647;0.0294963790851891;1003.43027980325;0.0290697303208907;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0294963790851891;0.0304565266146119;0.0295441064640321;0.0304627239468212;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11170;195.0509;-43.2184;24635.5;976.1269589897901;0.0303325814493836;1005.7354094782901;0.0298816447333505;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0303325814493836;0.0312868499796384;0.0303708219502356;0.0312757365996708;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +11171;196.0509;-43.2216;24640.5;976.325072882139;0.0305392364703288;1006.1412951548;0.030082195800953;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0305392364703288;0.0315163600630323;0.0305888546198624;0.0315024161217974;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +12194;1219.05;-41.0064;24872.0;985.4977460978689;0.0976038787035938;1081.68614857067;0.0931295117875345;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0976038787035938;0.10436991330110901;0.0982512861768217;0.104524649754913;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s +12195;1220.0503;-40.996;24873.5;985.5571802655741;0.0978187592218848;1081.9631607813699;0.0933252650017587;S191107-ERR-177;DP980;A36R19W18;E191121-WEL-002;;0.00025;0.0978187592218848;0.104644351587906;0.0984998751455882;0.104822930885405;TCT;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;C00FeDP980_Numisheet2020R03T1.409W17.91-S;0.00025 mm/mm/s 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b/data/numisheet_2020/numisheet_2020_tensioncompression_dp980_e191121-wel-002.csv new file mode 100644 index 0000000..f214503 --- /dev/null +++ b/data/numisheet_2020/numisheet_2020_tensioncompression_dp980_e191121-wel-002.csv @@ -0,0 +1,1649 @@ +#;sdata_version;0.8.3;-;str;; +#;Time;;s;float;Time; +#;Displacement;;mm;float;Actuator displacement; +#;Force;;N;float;Load washer force; +#;Estress;;MPa;float;Engineering stress; +#;Estrain;;mm/mm;float;Engineering strain; +#;Tstress;;MPa;float;True stress; +#;Tstrain;;mm/mm;float;True strain; +#;EstrainRate;;mm/mm/s;float;Engineering strain rate computed from smooth spline; +#;Experiment;E191121-WEL-002;nan;str;NCAL Experiment descriptor; +#;Specimen;S191107-ERR-177;nan;str;NCAL Specimen descriptor; +#;Material;DP980;nan;str;describes heat treatment. Retained for compatibility with other scripts; +#;Geometry;A36R19W18;nan;str;description of major specimen geometry components by concatenating reduced parallel length, fillet radius and width; +#;Path;TCT;nan;str;strain path for test C=compression, T =tension; +#;NumisheetID;C00FeDP980_Numisheet2020R03T1.409W17.91-S;nan;str;Numisheet 2020 Material designation, per Tom Stoughton 2019-11-19 email; +#;IntendedRate;0.00025;mm/s;float;Intended actuator velocity; +#;ASPID;Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG;nan;str;ASP Materials Bank ID; +#;dedt;;mm/mm/s;float;achieved specimen engineering strain rate; +#;dedtnomlabel;0.00025;mm/mm/s;float;convenient axis label; +#;StrainA;;mm/mm;float;Engineering strain based on a gauge length equal to the reduced parallel length; +#;StrainfG;;mm/mm;float;Engineering strain based on a gauge length equal to 4/7 of the reduced parallel length; +#;eyyA;;mm/mm;float;Average engineering strain in the entire reduced parallel length; 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a/data/numisheet_2020/numisheet_2020_tensioncompression_dp980_e191121-wel-002.xlsx b/data/numisheet_2020/numisheet_2020_tensioncompression_dp980_e191121-wel-002.xlsx new file mode 100644 index 0000000..2c911e5 Binary files /dev/null and b/data/numisheet_2020/numisheet_2020_tensioncompression_dp980_e191121-wel-002.xlsx differ diff --git a/db.json b/db.json new file mode 100644 index 0000000..e487ac7 --- /dev/null +++ b/db.json @@ -0,0 +1 @@ +{"_default": {"2": {"typ": "Gem\u00fcse", "name": "Tomate"}, "4": {"typ": "Gem\u00fcse", "name": "Tomate"}}} \ No newline at end of file diff --git a/docs/rfc/0004-dataframe-and-blob.md b/docs/rfc/0004-dataframe-and-blob.md index 237b678..5289f6c 100644 --- a/docs/rfc/0004-dataframe-and-blob.md +++ b/docs/rfc/0004-dataframe-and-blob.md @@ -2,12 +2,12 @@ | Feld | Wert | |-------------|--------------------------------------------------------------| -| Status | Accepted — Option B (Integritäts-Mixin) implementiert; Option C offen | +| Status | Accepted — Option B (Integritäts-Mixin) **und** C (`as_blob`) implementiert | | Datum | 2026-06-29 | | Autor | lepy | | Komponente | `sdata/sclass/content.py`, `dataframe.py`, `blob.py` | | Betrifft | ob/wie `DataFrame` auf `Blob` aufbaut (Folge von RFC 0003) | -| Validierung | Option B umgesetzt; content/blob/dataframe je 100 % | +| Validierung | Option B + C umgesetzt; content/blob/dataframe je 100 % | > **Umsetzungsstand.** **Option B** umgesetzt: `ContentIntegrityMixin` > (`sdata/sclass/content.py`) liefert `sha1`/`md5`/`sha256`/`size` sowie @@ -16,7 +16,13 @@ > `DataFrame.content_bytes` = **reines Daten-Parquet** (`self.df.to_parquet()`, *ohne* > eingebettete Metadaten): der Hash erfasst die Daten, sodass das Speichern der > Prüfsumme in den Metadaten den Hash nicht verändert (Selbstreferenz vermieden). -> **Offen:** **Option C** (`DataFrame.as_blob(fmt)`) als additive Komposition. +> +> **Option C** umgesetzt: `DataFrame.as_blob(fmt="parquet"|"csv"|"arrow"|"feather")` +> rendert die Tabelle in **einem gewählten Format** zu einem `bytes`-Content-`Blob` +> (Name/Description geerbt, `mime_type` gesetzt, `update_checksum` ausgeführt → `verify` +> sofort nutzbar). Damit erbt die Tabelle indirekt **alle** Blob-Fähigkeiten +> (Hash/`verify`/`size`/`write`/`open`/Sidecar) — strikt additiv, ohne Basiswechsel, +> ohne `to_dict`-Bruch. Unbekanntes `fmt` → `ValueError`. ## 1. Zusammenfassung diff --git a/docs/source/_dynamic/sdata.contrib.rst b/docs/source/_dynamic/sdata.contrib.rst new file mode 100644 index 0000000..59b03bf --- /dev/null +++ b/docs/source/_dynamic/sdata.contrib.rst @@ -0,0 +1,19 @@ +sdata.contrib package +===================== + +Subpackages +----------- + +.. toctree:: + :maxdepth: 6 + + sdata.contrib.simple_graph_db + sdata.contrib.sortedcontainers + +Module contents +--------------- + +.. automodule:: sdata.contrib + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/_dynamic/sdata.contrib.simple_graph_db.rst b/docs/source/_dynamic/sdata.contrib.simple_graph_db.rst new file mode 100644 index 0000000..5e2fea1 --- /dev/null +++ b/docs/source/_dynamic/sdata.contrib.simple_graph_db.rst @@ -0,0 +1,21 @@ +sdata.contrib.simple\_graph\_db package +======================================= + +Submodules +---------- + +sdata.contrib.simple\_graph\_db.database module +----------------------------------------------- + +.. automodule:: sdata.contrib.simple_graph_db.database + :members: + :undoc-members: + :show-inheritance: + +Module contents +--------------- + +.. automodule:: sdata.contrib.simple_graph_db + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/_dynamic/sdata.contrib.sortedcontainers.rst b/docs/source/_dynamic/sdata.contrib.sortedcontainers.rst new file mode 100644 index 0000000..d30302e --- /dev/null +++ b/docs/source/_dynamic/sdata.contrib.sortedcontainers.rst @@ -0,0 +1,37 @@ +sdata.contrib.sortedcontainers package +====================================== + +Submodules +---------- + +sdata.contrib.sortedcontainers.sorteddict module +------------------------------------------------ + +.. automodule:: sdata.contrib.sortedcontainers.sorteddict + :members: + :undoc-members: + :show-inheritance: + +sdata.contrib.sortedcontainers.sortedlist module +------------------------------------------------ + +.. automodule:: sdata.contrib.sortedcontainers.sortedlist + :members: + :undoc-members: + :show-inheritance: + +sdata.contrib.sortedcontainers.sortedset module +----------------------------------------------- + +.. automodule:: sdata.contrib.sortedcontainers.sortedset + :members: + :undoc-members: + :show-inheritance: + +Module contents +--------------- + +.. automodule:: sdata.contrib.sortedcontainers + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/pic/bfo_classes.png b/docs/source/pic/bfo_classes.png new file mode 100644 index 0000000..de0124a Binary files /dev/null and b/docs/source/pic/bfo_classes.png differ diff --git a/ipynb/.ipynb_checkpoints/Das_sdata_Format-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Das_sdata_Format-checkpoint.ipynb new file mode 100644 index 0000000..fc03fe9 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Das_sdata_Format-checkpoint.ipynb @@ -0,0 +1,1425 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Das sdata-Format \n", + "\n", + "## Ein Beispiel zur Ablage einer Tabelle im sdata-Format\n", + "\n", + "Dieses Beispiel zeigt die Ablage einer Tabelle mit zwei Spalten im `sdata`-Format. \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " column_a column_b\n", + "index \n", + "10 1.1 2.4\n", + "11 2.1 5.2\n", + "12 3.5 2.2" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame({\"column_a\": [1.1, 2.1, 3.5],\n", + " \"column_b\": [2.4, 5.2, 2.2]}, index=[10, 11, 12])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "**sdata** steht für **strukturierte Daten**. [`sdata`](https://github.com/lepy/sdata) ist eine unter der [MIT-Lizenz](https://raw.githubusercontent.com/lepy/sdata/master/LICENSE-MIT) veröffentlichte open-source [Python-Bibiothek](https://pypi.org/project/sdata/), welche das sdata-Format unterstützt. Installiert wird die Bibliothek mittels ``pip install sdata``. Die Dokumentation wird unter [sdata.readthedocs.io](https://sdata.readthedocs.io/en/latest/) veröffentlicht. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.24.1\n" + ] + } + ], + "source": [ + "import sdata\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Die Komponenten des sdata-Formates\n", + "\n", + "Das sdata-Datenformat `Data` besteht aus drei Komponenten: den Daten (hier eine **Tabelle** `table`), den **Metadaten** `metadata` \n", + "(`name`, `uuid`, ...) und einer **Beschreibung** der Daten `description`.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data: \t \n", + "data.metadata: \t \n", + "data.table: \t \n", + "data.description:\t \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"my data name\", table=df, description=\"my data description\")\n", + "print(\"data: \\t {0}\".format(type(data)))\n", + "print(\"data.metadata: \\t {0}\".format(type(data.metadata)))\n", + "print(\"data.table: \\t {0}\".format(type(data.table)))\n", + "print(\"data.description:\\t {0}\".format(type(data.description)))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.metadata\n", + "\n", + "Jeder Datensatz `Data` benötigt einen Namen `name`. Die vom User vorgegebene Identifikation des Datensatzes ist aber mit einer hohen \n", + "Wahrscheinlichkeit nicht eindeutig, da i.d.R sehr kurze Bezeichnungen gewählt werden. \n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.name:\t 'basic example'\n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\")\n", + "print(\"data.name:\\t '{0.name}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Zur Identifikation eines Datensatzes ist eine möglichst eindeutige Bezeichnung hilfreich. Üblicherweise wird hierzu ein sogenannter Universally Unique Identifier [`uuid`] (https://de.wikipedia.org/wiki/Universally_Unique_Identifier) verwendet. Diese Merkmale eines Datensatzes werden im sdata-Format in den Metadaten gespeichert. Diese `uuid` wird automatisch bei jeder Instanziierung eines `sdata.Data`-Objektes generiert. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '8b1e85eded1241eb854be3365bcf9884'\n" + ] + } + ], + "source": [ + "data = sdata.Data(uuid=\"8b1e85eded1241eb854be3365bcf9884\")\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Die `uuid` kann aber auch basierend auf einem - möglichst eindeutigen - Names generiert werden." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '06f8c76b037c3636a40246f024e87574'\n" + ] + } + ], + "source": [ + "my_uuid = sdata.uuid_from_str(\"Das ist ein möglichst eindeutiger Name für die Daten\")\n", + "data = sdata.Data(uuid=my_uuid)\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Die Komponente `metadata` hat also mindestenz zwei Attribute `name` und `uuid`. Die einfachste Form eines Attributes \n", + "stellt ein key-value-Tupel dar, d.h. eine Verknüpfung einer Bedeutung mit einer Ausprägung, z.B. `Augenfarbe=\"blau\"` \n", + "oder `name=\"basic example\"`." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'Augenfarbe':blau(str))" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute1 = sdata.Attribute(\"Augenfarbe\", \"blau\")\n", + "attribute1" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Ein `Attribut` (Eigenschaft) des Datenobjektes hat im sdata-Format die Felder\n", + "\n", + "* `name` ... Name des Attributes\n", + "* `value` ... Wert des Attributes\n", + "* `dtype` ... Datentyp des Attributwertes `values` (default=`str`)\n", + "* `unit` ... physikalische Einheit des Attributes (*optional*)\n", + "* `description` ... Beschreibung des Attributes (*optional*)\n", + "* `label` ... optionales Label des Attributes, z.B. für Plotzwecke \n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'answer',\n", + " 'value': 42,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': 'The Answer to the Ultimate Question of Life, The Universe, and Everything',\n", + " 'label': 'Die Antwort',\n", + " 'required': False}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute2 = sdata.Attribute(name=\"answer\", \n", + " value=42, \n", + " dtype=\"int\", \n", + " unit=\"-\", \n", + " description=\"\"\"The Answer to the Ultimate Question of Life, The Universe, and Everything\"\"\", \n", + " label=\"Die Antwort\")\n", + "attribute2.to_dict()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Attribute werden in den Metadaten gespeichert." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Metadata'N.N.':2 ['Augenfarbe', 'answer'])\n", + " name value unit dtype \\\n", + "key \n", + "Augenfarbe Augenfarbe blau - str \n", + "answer answer 42 - int \n", + "\n", + " description label \\\n", + "key \n", + "Augenfarbe \n", + "answer The Answer to the Ultimate Question of Life, T... Die Antwort \n", + "\n", + " required \n", + "key \n", + "Augenfarbe False \n", + "answer False \n" + ] + } + ], + "source": [ + "metadata = sdata.Metadata()\n", + "metadata.add(attribute1)\n", + "metadata.add(attribute2)\n", + "print(metadata)\n", + "print(metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Ein Attribut - auch Eigenschaft genannt - stellt demnach ein Merkmal des Datenobjektes dar. Nützlich ist auch eine \n", + "Angabe einer physikalischen Größe, welche i.d.R. Einheiten behaftet ist. Exemplarisch ist hier ein Attribut \n", + "`Temperatur` mit der Ausprägung `25.4°C` aufgeführt. Die physikalische Einheit wird im Attributfeld `unit` abgelegt \n", + "(`unit=\"degC\"`) und der Zahlenwert im Feld `value=25.4`. Da eine physikalische Größe aus dem Produkt einer (reelen) Zahl und \n", + "einer physikalischen Einheit besteht, sieht das sdata-Attribut-Format auch ein Attributfeld `dtype` \n", + "zur Definition des Datentypes für den Attributwert `value` vor. Ferner kann jedes Attribut im Feld `description` genauer beschrieben werden. Optional kann auch ein Label für Plot-Zwecke angegeben werden.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "Temperatur Temperatur \n", + "\n", + " value unit \\\n", + "key \n", + "!sdata_class Data - \n", + "!sdata_ctime 2025-01-14T16:36:43.417091+00:00 - \n", + "!sdata_mtime 2025-01-14T16:36:43.417137+00:00 - \n", + "!sdata_name basic example - \n", + "!sdata_parent - \n", + "!sdata_project N.N. - \n", + "!sdata_sname Data|basic example|38b26864e7794f5182d38459bab... - \n", + "!sdata_suuid MzhiMjY4NjRlNzc5NGY1MTgyZDM4NDU5YmFiODU4NDJEYX... - \n", + "!sdata_url - \n", + "!sdata_uuid 38b26864e7794f5182d38459bab85842 - \n", + "!sdata_version 0.24.1 - \n", + "Temperatur 25.4 degC \n", + "\n", + " dtype description label \\\n", + "key \n", + "!sdata_class str sdata class \n", + "!sdata_ctime str creation date \n", + "!sdata_mtime str modification date \n", + "!sdata_name str name of the data object \n", + "!sdata_parent str uuid of the parent sdata object \n", + "!sdata_project str project name \n", + "!sdata_sname str sname of the data object \n", + "!sdata_suuid str Super Universally Unique Identifier \n", + "!sdata_url str url of the data object \n", + "!sdata_uuid str Universally Unique Identifier \n", + "!sdata_version str sdata package version \n", + "Temperatur float Temperatur Temperatur T [°C] \n", + "\n", + " required \n", + "key \n", + "!sdata_class False \n", + "!sdata_ctime False \n", + "!sdata_mtime False \n", + "!sdata_name False \n", + "!sdata_parent False \n", + "!sdata_project False \n", + "!sdata_sname False \n", + "!sdata_suuid False \n", + "!sdata_url False \n", + "!sdata_uuid False \n", + "!sdata_version False \n", + "Temperatur False \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\", \n", + " uuid=\"38b26864e7794f5182d38459bab85842\", \n", + " table=df)\n", + "data.metadata.add(\"Temperatur\", \n", + " value=25.4, \n", + " dtype=\"float\", \n", + " unit=\"degC\", \n", + " description=\"Temperatur\", \n", + " label=\"Temperatur T [°C]\")\n", + "print(data.metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.table\n", + "Das eigentliche Datenobjekt `table` ist als `pandas.DataFrame` repräsentiert, d.h. jede Zelle der Tabelle ist durch \n", + "ein Tupel (index, column) indiziert. Jede Spalte (`column`) ist durch den Spaltennamen (hier z.B. `time` oder `temperature`) indizierbar. \n", + "Jede Zeile (`row`) ist durch den `index` indiziert, wobei der `index` auch alphanumerisch sein kann (z.B. 'max_temp').\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " time temperature\n", + "index \n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]}, index=[0, 1, 2])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.decription" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Die Beschreibung `description` ist vom Typ `str`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Messergebnis Temperatur.\n" + ] + } + ], + "source": [ + "data.description = \"Messergebnis Temperatur.\"\n", + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Es ist möglich eine vereinfachte Auszeichnungssprache \n", + "wie [Markdown](https://de.wikipedia.org/wiki/Markdown) verwendbar. Beispielhaft ist hier Datenbeschreibung mit Überschriften und Formel aufgeführt. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "\n", + "\n", + "\n", + "\n", + "# Messergebnis Temperatur.\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name=\"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata)." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "data.description = r\"\"\"# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\"\"\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\n" + ] + } + ], + "source": [ + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Beispiel einer *Temperaturmessung-001*\n", + "\n", + "Die Daten bestehen aus einer Tabelle mit zwei Spalten für die Zeit und eine gemessene Temperatur. " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " time temperature\n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]},\n", + " index=[0, 1, 2])\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Das `sdata.Data`-Objekt wird mit einen Names und einer aus dem Namen generierten `uuid` versehen. Weiterhin wird für jede Spalte der Tabelle ein Attribut definiert, welche u.a. die physikalische Einheit der Spaltenwerte abbildet." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "fig, ax = plt.subplots()\n", + "\n", + "x_var = \"time\"\n", + "y_var = \"temperature\" \n", + "\n", + "x_attr = data.metadata.get(x_var)\n", + "y_attr = data.metadata.get(y_var)\n", + "\n", + "ax.plot(data.df[x_var], data.df[y_var], label=data.name)\n", + "ax.legend(loc=\"best\")\n", + "ax.set_xlabel(\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.label} [{0.unit}]\".format(y_attr))\n", + "print(\"plot\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Export\n", + "\n", + "Der Export kann in verschiedene Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.xlsx'.\n" + ] + } + ], + "source": [ + "import os\n", + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data.to_xlsx(filepath=filepath_xlsx)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_xlsx))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.json'.\n" + ] + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data.to_json(filepath=filepath_json)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_json))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.csv'.\n" + ] + } + ], + "source": [ + "filepath_csv = os.path.join(\"/tmp\", data.osname + \".csv\")\n", + "data.to_csv(filepath=filepath_csv)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_csv))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "### Import\n", + "\n", + "Der Import kann aus den verschiedene Export-Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data_xlsx = data.from_xlsx(filepath=filepath_xlsx)\n", + "data_xlsx" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Messergebnis Temperatur', 'Messergebnis Temperatur')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.sha3_256_metadata, data_xlsx.sha3_256_metadata\n", + "data.description, data_xlsx.description\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data_json = data.from_json(filepath=filepath_json)\n", + "data_json" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "#data.mdf, data_xlsx.mdf" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Jedes `sdata.Data`-Objekt kann seinen Hash-Wert bestimmen. Dieser Hash-Wert, hier ein ``sha3-256``, kann u.a. zum Vergleich der Daten benutzt werden." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data.to_parquet(filepath_parquet, engine=\"pyarrow\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data_pq = data.from_parquet(filepath=filepath_parquet)\n", + "data_pq" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n" + ] + } + ], + "source": [ + "print(data.sha3_256)\n", + "print(data_xlsx.sha3_256)\n", + "print(data_json.sha3_256)\n", + "print(data_pq.sha3_256)\n", + "assert data.sha3_256==data_xlsx.sha3_256\n", + "assert data.sha3_256==data_json.sha3_256\n", + "assert data.sha3_256==data_pq.sha3_256\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Zusammenfassung\n", + "\n", + "Das `sdata`-Format bietet eine einfache Möglichkeit Daten lesbar für Menschen und zugleich maschinenlesbar abzulegen. Dies wird u.a. durch die Import-Export-Formate `xlsx`, `json`, `csv` gewährleistet. Durch die Qualifikation der Massendaten durch Metadaten und einer Beschreibung in Textform ist eine vollständige Beschreibung der Daten möglich. Die open-source Python-Bibliothek [`sdata`](https://github.com/lepy/sdata) erlaubt eine einfach Benutzung und Erweiterung des Datenformates." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[NbConvertApp] Converting notebook Das_sdata_Format.ipynb to slides\n", + "[NbConvertApp] WARNING | Alternative text is missing on 1 image(s).\n", + "[NbConvertApp] Writing 382231 bytes to Das_sdata_Format.slides.html\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"jupyter nbconvert --to slides Das_sdata_Format.ipynb\")" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
column_acolumn_b
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" + ], + "text/plain": [ + " column_a column_b\n", + "index \n", + "10 1.1 2.4\n", + "11 2.1 5.2\n", + "12 3.5 2.2" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame({\"column_a\": [1.1, 2.1, 3.5],\n", + " \"column_b\": [2.4, 5.2, 2.2]}, index=[10, 11, 12])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "**sdata** steht für **strukturierte Daten**. [`sdata`](https://github.com/lepy/sdata) ist eine unter der [MIT-Lizenz](https://raw.githubusercontent.com/lepy/sdata/master/LICENSE-MIT) veröffentlichte open-source [Python-Bibiothek](https://pypi.org/project/sdata/), welche das sdata-Format unterstützt. Installiert wird die Bibliothek mittels ``pip install sdata``. Die Dokumentation wird unter [sdata.readthedocs.io](https://sdata.readthedocs.io/en/latest/) veröffentlicht. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.24.1\n" + ] + } + ], + "source": [ + "import sdata\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Die Komponenten des sdata-Formates\n", + "\n", + "Das sdata-Datenformat `Data` besteht aus drei Komponenten: den Daten (hier eine **Tabelle** `table`), den **Metadaten** `metadata` \n", + "(`name`, `uuid`, ...) und einer **Beschreibung** der Daten `description`.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data: \t \n", + "data.metadata: \t \n", + "data.table: \t \n", + "data.description:\t \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"my data name\", table=df, description=\"my data description\")\n", + "print(\"data: \\t {0}\".format(type(data)))\n", + "print(\"data.metadata: \\t {0}\".format(type(data.metadata)))\n", + "print(\"data.table: \\t {0}\".format(type(data.table)))\n", + "print(\"data.description:\\t {0}\".format(type(data.description)))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.metadata\n", + "\n", + "Jeder Datensatz `Data` benötigt einen Namen `name`. Die vom User vorgegebene Identifikation des Datensatzes ist aber mit einer hohen \n", + "Wahrscheinlichkeit nicht eindeutig, da i.d.R sehr kurze Bezeichnungen gewählt werden. \n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.name:\t 'basic example'\n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\")\n", + "print(\"data.name:\\t '{0.name}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Zur Identifikation eines Datensatzes ist eine möglichst eindeutige Bezeichnung hilfreich. Üblicherweise wird hierzu ein sogenannter Universally Unique Identifier [`uuid`] (https://de.wikipedia.org/wiki/Universally_Unique_Identifier) verwendet. Diese Merkmale eines Datensatzes werden im sdata-Format in den Metadaten gespeichert. Diese `uuid` wird automatisch bei jeder Instanziierung eines `sdata.Data`-Objektes generiert. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '8b1e85eded1241eb854be3365bcf9884'\n" + ] + } + ], + "source": [ + "data = sdata.Data(uuid=\"8b1e85eded1241eb854be3365bcf9884\")\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Die `uuid` kann aber auch basierend auf einem - möglichst eindeutigen - Names generiert werden." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '06f8c76b037c3636a40246f024e87574'\n" + ] + } + ], + "source": [ + "my_uuid = sdata.uuid_from_str(\"Das ist ein möglichst eindeutiger Name für die Daten\")\n", + "data = sdata.Data(uuid=my_uuid)\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Die Komponente `metadata` hat also mindestenz zwei Attribute `name` und `uuid`. Die einfachste Form eines Attributes \n", + "stellt ein key-value-Tupel dar, d.h. eine Verknüpfung einer Bedeutung mit einer Ausprägung, z.B. `Augenfarbe=\"blau\"` \n", + "oder `name=\"basic example\"`." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'Augenfarbe':blau(str))" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute1 = sdata.Attribute(\"Augenfarbe\", \"blau\")\n", + "attribute1" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Ein `Attribut` (Eigenschaft) des Datenobjektes hat im sdata-Format die Felder\n", + "\n", + "* `name` ... Name des Attributes\n", + "* `value` ... Wert des Attributes\n", + "* `dtype` ... Datentyp des Attributwertes `values` (default=`str`)\n", + "* `unit` ... physikalische Einheit des Attributes (*optional*)\n", + "* `description` ... Beschreibung des Attributes (*optional*)\n", + "* `label` ... optionales Label des Attributes, z.B. für Plotzwecke \n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'answer',\n", + " 'value': 42,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': 'The Answer to the Ultimate Question of Life, The Universe, and Everything',\n", + " 'label': 'Die Antwort',\n", + " 'required': False}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute2 = sdata.Attribute(name=\"answer\", \n", + " value=42, \n", + " dtype=\"int\", \n", + " unit=\"-\", \n", + " description=\"\"\"The Answer to the Ultimate Question of Life, The Universe, and Everything\"\"\", \n", + " label=\"Die Antwort\")\n", + "attribute2.to_dict()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Attribute werden in den Metadaten gespeichert." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Metadata'N.N.':2 ['Augenfarbe', 'answer'])\n", + " name value unit dtype \\\n", + "key \n", + "Augenfarbe Augenfarbe blau - str \n", + "answer answer 42 - int \n", + "\n", + " description label \\\n", + "key \n", + "Augenfarbe \n", + "answer The Answer to the Ultimate Question of Life, T... Die Antwort \n", + "\n", + " required \n", + "key \n", + "Augenfarbe False \n", + "answer False \n" + ] + } + ], + "source": [ + "metadata = sdata.Metadata()\n", + "metadata.add(attribute1)\n", + "metadata.add(attribute2)\n", + "print(metadata)\n", + "print(metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Ein Attribut - auch Eigenschaft genannt - stellt demnach ein Merkmal des Datenobjektes dar. Nützlich ist auch eine \n", + "Angabe einer physikalischen Größe, welche i.d.R. Einheiten behaftet ist. Exemplarisch ist hier ein Attribut \n", + "`Temperatur` mit der Ausprägung `25.4°C` aufgeführt. Die physikalische Einheit wird im Attributfeld `unit` abgelegt \n", + "(`unit=\"degC\"`) und der Zahlenwert im Feld `value=25.4`. Da eine physikalische Größe aus dem Produkt einer (reelen) Zahl und \n", + "einer physikalischen Einheit besteht, sieht das sdata-Attribut-Format auch ein Attributfeld `dtype` \n", + "zur Definition des Datentypes für den Attributwert `value` vor. Ferner kann jedes Attribut im Feld `description` genauer beschrieben werden. Optional kann auch ein Label für Plot-Zwecke angegeben werden.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "Temperatur Temperatur \n", + "\n", + " value unit \\\n", + "key \n", + "!sdata_class Data - \n", + "!sdata_ctime 2025-01-14T16:36:43.417091+00:00 - \n", + "!sdata_mtime 2025-01-14T16:36:43.417137+00:00 - \n", + "!sdata_name basic example - \n", + "!sdata_parent - \n", + "!sdata_project N.N. - \n", + "!sdata_sname Data|basic example|38b26864e7794f5182d38459bab... - \n", + "!sdata_suuid MzhiMjY4NjRlNzc5NGY1MTgyZDM4NDU5YmFiODU4NDJEYX... - \n", + "!sdata_url - \n", + "!sdata_uuid 38b26864e7794f5182d38459bab85842 - \n", + "!sdata_version 0.24.1 - \n", + "Temperatur 25.4 degC \n", + "\n", + " dtype description label \\\n", + "key \n", + "!sdata_class str sdata class \n", + "!sdata_ctime str creation date \n", + "!sdata_mtime str modification date \n", + "!sdata_name str name of the data object \n", + "!sdata_parent str uuid of the parent sdata object \n", + "!sdata_project str project name \n", + "!sdata_sname str sname of the data object \n", + "!sdata_suuid str Super Universally Unique Identifier \n", + "!sdata_url str url of the data object \n", + "!sdata_uuid str Universally Unique Identifier \n", + "!sdata_version str sdata package version \n", + "Temperatur float Temperatur Temperatur T [°C] \n", + "\n", + " required \n", + "key \n", + "!sdata_class False \n", + "!sdata_ctime False \n", + "!sdata_mtime False \n", + "!sdata_name False \n", + "!sdata_parent False \n", + "!sdata_project False \n", + "!sdata_sname False \n", + "!sdata_suuid False \n", + "!sdata_url False \n", + "!sdata_uuid False \n", + "!sdata_version False \n", + "Temperatur False \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\", \n", + " uuid=\"38b26864e7794f5182d38459bab85842\", \n", + " table=df)\n", + "data.metadata.add(\"Temperatur\", \n", + " value=25.4, \n", + " dtype=\"float\", \n", + " unit=\"degC\", \n", + " description=\"Temperatur\", \n", + " label=\"Temperatur T [°C]\")\n", + "print(data.metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.table\n", + "Das eigentliche Datenobjekt `table` ist als `pandas.DataFrame` repräsentiert, d.h. jede Zelle der Tabelle ist durch \n", + "ein Tupel (index, column) indiziert. Jede Spalte (`column`) ist durch den Spaltennamen (hier z.B. `time` oder `temperature`) indizierbar. \n", + "Jede Zeile (`row`) ist durch den `index` indiziert, wobei der `index` auch alphanumerisch sein kann (z.B. 'max_temp').\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timetemperature
index
01.12.4
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" + ], + "text/plain": [ + " time temperature\n", + "index \n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]}, index=[0, 1, 2])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.decription" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Die Beschreibung `description` ist vom Typ `str`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Messergebnis Temperatur.\n" + ] + } + ], + "source": [ + "data.description = \"Messergebnis Temperatur.\"\n", + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Es ist möglich eine vereinfachte Auszeichnungssprache \n", + "wie [Markdown](https://de.wikipedia.org/wiki/Markdown) verwendbar. Beispielhaft ist hier Datenbeschreibung mit Überschriften und Formel aufgeführt. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "\n", + "\n", + "\n", + "\n", + "# Messergebnis Temperatur.\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name=\"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata)." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "data.description = r\"\"\"# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\"\"\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\n" + ] + } + ], + "source": [ + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Beispiel einer *Temperaturmessung-001*\n", + "\n", + "Die Daten bestehen aus einer Tabelle mit zwei Spalten für die Zeit und eine gemessene Temperatur. " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timetemperature
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" + ], + "text/plain": [ + " time temperature\n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]},\n", + " index=[0, 1, 2])\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Das `sdata.Data`-Objekt wird mit einen Names und einer aus dem Namen generierten `uuid` versehen. Weiterhin wird für jede Spalte der Tabelle ein Attribut definiert, welche u.a. die physikalische Einheit der Spaltenwerte abbildet." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 0\n", + "metadata 13\n", + "table_rows 3\n", + "table_columns 2\n", + "description 23" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_name = \"Temperaturmessung-001\"\n", + "data = sdata.Data(name=data_name, \n", + " uuid=sdata.uuid_from_str(data_name),\n", + " table=df,\n", + " description=\"Messergebnis Temperatur\")\n", + "data.metadata.add(\"time\", \n", + " value=None, \n", + " dtype=\"float\", \n", + " unit=\"s\", \n", + " description=\"Zeitachse\", \n", + " label=\"time $t$\")\n", + "data.metadata.add(\"temperature\", \n", + " value=None, \n", + " dtype=\"float\", \n", + " unit=\"°C\", \n", + " description=\"Zeitachse\", \n", + " label=\"temperature $T$\")\n", + "data.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "plot\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "fig, ax = plt.subplots()\n", + "\n", + "x_var = \"time\"\n", + "y_var = \"temperature\" \n", + "\n", + "x_attr = data.metadata.get(x_var)\n", + "y_attr = data.metadata.get(y_var)\n", + "\n", + "ax.plot(data.df[x_var], data.df[y_var], label=data.name)\n", + "ax.legend(loc=\"best\")\n", + "ax.set_xlabel(\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.label} [{0.unit}]\".format(y_attr))\n", + "print(\"plot\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Export\n", + "\n", + "Der Export kann in verschiedene Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.xlsx'.\n" + ] + } + ], + "source": [ + "import os\n", + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data.to_xlsx(filepath=filepath_xlsx)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_xlsx))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.json'.\n" + ] + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data.to_json(filepath=filepath_json)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_json))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.csv'.\n" + ] + } + ], + "source": [ + "filepath_csv = os.path.join(\"/tmp\", data.osname + \".csv\")\n", + "data.to_csv(filepath=filepath_csv)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_csv))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "### Import\n", + "\n", + "Der Import kann aus den verschiedene Export-Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data_xlsx = data.from_xlsx(filepath=filepath_xlsx)\n", + "data_xlsx" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Messergebnis Temperatur', 'Messergebnis Temperatur')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.sha3_256_metadata, data_xlsx.sha3_256_metadata\n", + "data.description, data_xlsx.description\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data_json = data.from_json(filepath=filepath_json)\n", + "data_json" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "#data.mdf, data_xlsx.mdf" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Jedes `sdata.Data`-Objekt kann seinen Hash-Wert bestimmen. Dieser Hash-Wert, hier ein ``sha3-256``, kann u.a. zum Vergleich der Daten benutzt werden." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data.to_parquet(filepath_parquet, engine=\"pyarrow\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data_pq = data.from_parquet(filepath=filepath_parquet)\n", + "data_pq" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n", + "d3dca5ae6fc3c0dad5273e5930c1946c59610d259ee54eb894e06d754efdd97f\n" + ] + } + ], + "source": [ + "print(data.sha3_256)\n", + "print(data_xlsx.sha3_256)\n", + "print(data_json.sha3_256)\n", + "print(data_pq.sha3_256)\n", + "assert data.sha3_256==data_xlsx.sha3_256\n", + "assert data.sha3_256==data_json.sha3_256\n", + "assert data.sha3_256==data_pq.sha3_256\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Zusammenfassung\n", + "\n", + "Das `sdata`-Format bietet eine einfache Möglichkeit Daten lesbar für Menschen und zugleich maschinenlesbar abzulegen. Dies wird u.a. durch die Import-Export-Formate `xlsx`, `json`, `csv` gewährleistet. Durch die Qualifikation der Massendaten durch Metadaten und einer Beschreibung in Textform ist eine vollständige Beschreibung der Daten möglich. Die open-source Python-Bibliothek [`sdata`](https://github.com/lepy/sdata) erlaubt eine einfach Benutzung und Erweiterung des Datenformates." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[NbConvertApp] Converting notebook Das_sdata_Format.ipynb to slides\n", + "[NbConvertApp] WARNING | Alternative text is missing on 1 image(s).\n", + "[NbConvertApp] Writing 382231 bytes to Das_sdata_Format.slides.html\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"jupyter nbconvert --to slides Das_sdata_Format.ipynb\")" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timetemperature
index
01.12.4
12.15.2
23.52.2
\n", + "
" + ], + "text/plain": [ + " time temperature\n", + "index \n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-Copy1-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-Copy1-checkpoint.ipynb new file mode 100644 index 0000000..ceb3fec --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-Copy1-checkpoint.ipynb @@ -0,0 +1,505 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"distribution\": \"truncated_gauss\"\n", + "}\n", + "{'name': 'constant_param', 'value': 10.0, 'range': None, 'distribution': None}\n", + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n", + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': [0.0, 10.0], 'distribution': 'truncated_gauss'}\n", + "Sampled value: 7.5179460383539904\n", + "Sampled values: [4.234834248175952, 3.768890366960978, 4.09509865590473, 1.2416326682924117, 5.016522013028081, 5.239312082854964, 6.3337517549051885, 4.758152028640645, 5.64789584411114, 7.027871889865269]\n" + ] + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None):\n", + " \"\"\"\n", + " Base class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution of the parameter (optional)\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.distribution = distribution\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"distribution\": self.distribution\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=data.get(\"distribution\")\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def cast_to(self, target_class):\n", + " \"\"\"\n", + " Cast the parameter to a different class.\n", + "\n", + " :param target_class: Target class to cast to (Constant, Variable, DistributedVariable)\n", + " \"\"\"\n", + " return target_class.from_dict(self.to_dict())\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values. To be implemented by subclasses if needed.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class Constant(Parameter):\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None):\n", + " super().__init__(name, value, range, distribution)\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Always return the constant value.\n", + " \"\"\"\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Return n constant values.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class Variable(Parameter):\n", + " def __init__(self, name: str, value: float, range: Tuple[float, float], distribution: Optional[str] = None):\n", + " super().__init__(name, value, range, distribution)\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Return n sampled values within the range. Subclasses can override.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class DistributedVariable(Variable):\n", + " def __init__(self, name: str, value: float, range: Tuple[float, float], distribution: str, **distribution_params):\n", + " super().__init__(name, value, range, distribution)\n", + " self.distribution_params = distribution_params\n", + "\n", + " def generate_value(self) -> float:\n", + " \"\"\"\n", + " Generate a value based on the defined distribution within the range.\n", + " \"\"\"\n", + " min_val, max_val = self.range\n", + "\n", + " if self.distribution == \"normal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.distribution == \"truncated_gauss\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.distribution == \"weibull\":\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.distribution_params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.distribution == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.distribution == \"exponential\":\n", + " rate = self.distribution_params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.distribution == \"lognormal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.distribution_params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.distribution == \"beta\":\n", + " alpha = self.distribution_params.get(\"alpha\", 2.0)\n", + " beta = self.distribution_params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.distribution == \"gamma\":\n", + " shape = self.distribution_params.get(\"shape\", 2.0)\n", + " scale = self.distribution_params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.distribution == \"cauchy\":\n", + " location = self.distribution_params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.distribution}\")\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " self.value = self.generate_value()\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " return [self.generate_value() for _ in range(n)]\n", + "\n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "const_param = Constant(name=\"constant_param\", value=10.0)\n", + "print(const_param.to_json())\n", + "\n", + "var_param = Variable(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(var_param.to_json())\n", + "\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "print(dist_param.to_json())\n", + "\n", + "# Cast Beispiele\n", + "casted_to_variable = const_param.cast_to(Variable)\n", + "print(casted_to_variable.to_dict())\n", + "\n", + "casted_to_distributed = var_param.cast_to(DistributedVariable)\n", + "print(casted_to_distributed.to_dict())\n", + "\n", + "casted_back_to_constant = casted_to_distributed.cast_to(Constant)\n", + "print(casted_back_to_constant.to_dict())\n", + "\n", + "# JSON-Import\n", + "loaded_param = DistributedVariable.from_json(dist_param.to_json())\n", + "print(loaded_param.to_dict())\n", + "\n", + "# Sampling eines neuen Wertes\n", + "sampled_value = loaded_param.sample_value()\n", + "print(f\"Sampled value: {sampled_value}\")\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = loaded_param.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n" + ] + } + ], + "source": [ + "casted_to_distributed = var_param.cast_to(DistributedVariable)\n", + "print(casted_to_distributed.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "const_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "var_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.004477640031063,\n", + " 2.5691870536077386,\n", + " 5.746115660574156,\n", + " 6.280450842205884,\n", + " 3.13401394026298,\n", + " 4.212379045513448,\n", + " 4.8080826565688835,\n", + " 7.259178205195063,\n", + " 6.409901897354052,\n", + " 3.9053639089114287]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dist_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"uniform\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"cauchy\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-Swift-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-Swift-checkpoint.ipynb new file mode 100644 index 0000000..a5df001 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-Swift-checkpoint.ipynb @@ -0,0 +1,1007 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sdata.parameter import Parameter, Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|DiscreteVariable)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(constant_param|10.0|[None]|Constant)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant = Parameter(name=\"constant_param\", value=10.0, \n", + " description=\"This is a constant parameter.\")\n", + "param_constant" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(variable_param|5.0|[0,10]|Variable)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0), \n", + " description=\"This is a variable parameter.\")\n", + "param_variable" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c']]|DiscreteVariable)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(name=\"discrete_param\", value=\"a\", range=[\"a\", \"b\", \"c\"], \n", + " description=\"This is a discrete parameter.\")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Berechnetes a: 0.5270\n" + ] + }, + { + "data": { + "text/plain": [ + "{'a': (a|0.5270265078392228|[0,10]|Variable),\n", + " 'm': (m|30|[0,1e+02]|Variable),\n", + " 'x_1': (x_1|2.0|[0,5]|Variable),\n", + " 'y_1': (y_1|2.5|[0,5]|Variable)}" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "from scipy.optimize import fsolve\n", + "from typing import Dict\n", + "\n", + "def fkt(x, a, m):\n", + " y = a * np.log((m / a) * x + 1)\n", + " return y\n", + " \n", + "def find_a(params: Dict[str, Parameter]) -> float:\n", + " \"\"\"\n", + " Berechnet den Parameter 'a', der die gegebene Gleichung erfüllt.\n", + "\n", + " :param params: Dictionary mit den Parametern 'm', 'x_1', und 'y_1' als Parameter-Objekte.\n", + " - 'm': Parameter-Objekt für die Steigung bei x = 0.\n", + " - 'x_1': Parameter-Objekt für den Punkt x_1.\n", + " - 'y_1': Parameter-Objekt für den Wert y_1 an der Stelle x_1.\n", + " :return: Der berechnete Wert von 'a'.\n", + " \"\"\"\n", + " # Extrahieren der Parameterwerte\n", + " m = params['m'].value\n", + " x_1 = params['x_1'].value\n", + " y_1 = params['y_1'].value\n", + "\n", + " # Funktion, die die Gleichung darstellt\n", + " def equation_for_a(a):\n", + " return a * np.log((m / a) * x_1 + 1) - y_1\n", + "\n", + " # Erste Schätzung für a\n", + " initial_guess = params['a'].value\n", + "\n", + " # Numerische Lösung für a\n", + " a_solution = fsolve(equation_for_a, initial_guess)[0]\n", + " params['a'].value = a_solution\n", + " return params\n", + "\n", + "# Beispielaufruf\n", + "params = {\n", + " 'a': Parameter(name='a', value=2, range=(0, 10), description='Faktor a'),\n", + " 'm': Parameter(name='m', value=30, range=(0, 100), description='Steigung bei x = 0'),\n", + " 'x_1': Parameter(name='x_1', value=2.0, range=(0, 5), description='Punkt x_1'),\n", + " 'y_1': Parameter(name='y_1', value=2.5, range=(0, 5), description='Wert y_1 an der Stelle x_1')\n", + "}\n", + "\n", + "params = find_a(params)\n", + "a_solution = params['a'].value\n", + "find_a(params)\n", + "print(f\"Berechnetes a: {a_solution:.4f}\")\n", + "params" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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40.2020201.331110
\n", + "
" + ], + "text/plain": [ + " x y\n", + "0 0.000000 0.000000\n", + "1 0.050505 0.713869\n", + "2 0.101010 1.006365\n", + "3 0.151515 1.193364\n", + "4 0.202020 1.331110" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"x\":np.linspace(0,5,100)})\n", + "m = params['m'].value\n", + "a = params['a'].value\n", + "df[\"y\"] = fkt(df.x, a, m)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.0, 2.5)" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "B = 400/25.4\n", + "H = 200/25.4\n", + "fig, ax = plt.subplots(1,1, figsize=(B, H))\n", + "ax.plot(df.x, df.y, lw=2, c=\"m\")\n", + "ax.axhline(params['y_1'].value)\n", + "ax.axvline(params['x_1'].value)\n", + "ax.grid(True)\n", + "params['x_1'].value, params['y_1'].value" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'm',\n", + " 'value': 30,\n", + " 'range': (0, 100),\n", + " 'type': 'Variable',\n", + " 'description': 'Steigung bei x = 0',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['m'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'a',\n", + " 'value': 0.5270265078392228,\n", + " 'range': (0, 10),\n", + " 'type': 'Variable',\n", + " 'description': 'Faktor a',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['a'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": null,\n", + " \"type\": \"DiscreteVariable\",\n", + " \"description\": null,\n", + " \"discrete_values\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "Sampled values: [5.751489741697383, 5.412598890816503, 4.312051855946189, 5.1928872908305, 4.252828276915439, 4.590050397025211, 3.567726056410347, 6.684893974548102, 3.841528712229916, 5.779418659093414]\n", + "Sampled discrete values: ['b', 'c', 'b', 'a', 'b', 'c', 'b', 'b', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [6.832838271945656, 5.495607784535505, 5.2472582640667556, 6.181108383081606, 5.670299991279602, 5.808760485741727, 5.362602554254639, 4.580362340935182, 4.453874380621541, 6.835529058563544]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.465405629064586,\n", + " 1.7805072236850383,\n", + " 2.2996517566144634,\n", + " 0.9684514835012203,\n", + " 9.980556673797356,\n", + " 8.610272997505406,\n", + " 1.1401093056954437,\n", + " 8.329197339623132,\n", + " 6.681019212133067,\n", + " 2.683196621135372]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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M3XrOlvHEAfA612/6v76f1b7j8RzZ0Nmq2up/HhKRn+A1B7WJyAL/KmEBcMjfvAXIvKm8HGgNUl9RUVHW+0Z1N814aDt8hHP/Rph+tHccj1pC6LR3HHfuhoKo6nk8cQDG17kelOfABsQTkSIRmXF6GvgA8AbwCHCLv9ktwE/96UeAm0UkLiKLgRrg5aD0gXdJ6BLbX3k1agmh81ZdQ9QSQsc8u0FQnoO8UpgP/ES8wd3zgO+r6uMish3YIiKfApqATQCq+qaIbAF2AWng1iDvPAKor693ahTNG66/LmoJobNu7eqoJYTOurWrnRv7yNV6DoLAkoKq7gFWDrP8KDBsdFLVu4Fgnt02DGPa0t7envVty1Nx9N8gcfqJ5pwct14ncfrOCpc4dOhQ1sECxveU7XgYz7MZtYsX4dbN1tCbSmfdtv/wX/1+1uc6qu8HQF9ffyDlOp0UvvTlr0XySH5U/OypZ9h07X+KWkaoPPbkM1nf0QLRPWU7nmczHrzzY2y6+k8nWNHkZjzf7fGc6yifwt62Y2cg5TqdFErOK8n6Befj+TKM51fgeJLRVVeszXLPqYt5dgMXPV+y/IJAynU6KcwoLoqkQy6qXyY2kqQbmGc3mFGc/S3158LppGCMjaiucAzDCA+nk8LO13dRneWTn1OR517cxvXjeKJ5Kra9jtfzVMQ8u8HO13cFUq5bt98MYV7p7KglhEp52YKoJYSOeXYDFz0HFb+cvlJYuOB8px7yWbrYtUEuzPNYGU8TIUTXTOhiPS9ccH4g5TqdFAzDGMx4mgjBXpQzHXC6+WjPvuaoJYTKG7veiVpC6JhnN3DRc1Dxy+mkkOzpiVpCqJxMnopaQuiYZzdw0XNQ8cvppLC8tjpqCaGy9tL3RC0hdMyzG7joOaj45XRSMAzDMAbjdFI40n4sagmh0nqwLWoJoWOe3cBFz0HFL6eTQsPexqglhMqrbwTzsMtkxjy7gYueg4pfTieFy1evilpCqHxwwzVRSwgd8+wGLnoOKn45nRQMwzCMwTidFHpTqaglhEpPT2/UEkLHPLuBi56Dil9OJ4XtO1+LWkKoPPnM81FLCB3z7AYueg4qfjmdFFZdvDxqCaFy9ZWXRy0hdMyzG7joOaj45XRSKCwoiFpCqMwoLo5aQuiYZzdw0XNQ8cvppGAYhmEMxumksOPVN6KWECpbn38xagmhY57dwEXPQcUvp5NC2fnzo5YQKkur3Btz3jy7gYueg4pfTieFBfPnRi0hVKoqy6OWEDrm2Q1c9BxU/HI6KRiGYRiDcTop1O9pjFpCqLwa0Iu+JzPm2Q1c9BxU/HI6KfT390ctIVTS/X1RSwgd8+wGLnoOKn45nRSWVS+JWkKorF55cdQSQsc8u4GLnoOKX04nBcMwDGMwgScFEckVkZ0i8pg/P1tEnhKRev9zVsa2d4pIg4i8IyLXB62t7fDRoA8xqWje3xq1hNAxz27goueg4lcYVwq3A29lzN8BbFXVGmCrP4+ILAduBi4CNgLfEpHcIIU1tewPsvhJx9t1u6OWEDrm2Q1c9BxU/Ao0KYhIOfAh4B8zFt8E3OdP3wd8JGP5A6rao6p7gQZgbZD6Llt1SZDFTzref81VUUsIHfPsBi56Dip+5QVS6rt8E/gLYEbGsvmqegBAVQ+IyDx/+UJgW8Z2Lf6yQYjIZmAzQHl5OXV1dQCUlpaSSCRoaWkBoKioiLKyMurr6wHIycmhurqapqYmkskkALFYHqV5PczK88ZiP5SKk9YcyvJPAdDVl8ehVIKliW4A0irs7SmmMv8EN27cQE2ii8aeIkpyeynJ88Y2b0sl6FdYkO8do7MvxpFUPksSJwBIqZeHq+IniIl398CeZBGlsV5m5nplHOhNkCMwP+aV0ZGO0dGXT1XcO25l/gmaeotYHO8mTxSA3cli5sWSzMhNA9DaW0Ce9DMv1gPAsXQ+h/PzqUl0AZDsz6W5t5Cl8W5y/DLqk8WUxZIU+WW09BaQkH5K/TJqq5eQkD4q4icBONmfy/7eQqoTXQigQENyBgvzT1KY490N0txTSGFueuB8HUnFSWoO5f45PtGXR2sqQY1/jvtV2N1TTEX+SRJ+GTNnFGddT7m11eRlWU+NPUVct37dwDkbSz3BuyN3jrWeOvvyBs5XNvV0YM5s0hHU076eQpYvqxk4X2Opp3hOPzdu3EBM+rOqp6WLF1E4xerpaDqfWSXnDZyvsdTTnLxe4uULaW9vH3PcW7To3E9/B5YUROQG4JCq7hCRq0ezyzDL9IwFqvcC9wKsWbNGa2trB60fab6ysnJguqv7BKl0nCPp+KBt6pMzzjnf1FvEo48/TWL9ZgAOpxMcTieG7BM7ZxmNPUWD5ttSCdpSg8vo7DuzjEcff5pN/nH39gweGfJgqoCDQ967cbwvf2D62PHjZ+jYPaSM1lQBZJRxCjjml1HXsIeVmntGGQ1D5vf3Fg6aT6ZzB52v016GesukOaOMzq5ujmRZT+2vvs7sBdcC2dXT1udeZPbG2wfmR1tPAM++sI1NHxp7PQFnnK+x1FN7y35mrwi/ngB2vVPPRSPsM1w9AQPf7Wzq6fVdbzO78t1uyKlQTwDHOs78nxxNPbWn48R272H27NnA2OLeSATZfLQO+LCINAIPANeKyP1Am4gsAPA/D/nbtwAVGfuXA4H2Hjk3IN5z7g0aZp7dwEXPU25APFW9U1XLVbUKrwP531X1j4BHgFv8zW4BfupPPwLcLCJxEVkM1AAvB6UPYPXKFUEWP+m4bv26qCWEjnl2Axc9BxW/gu5TGI6vA1tE5FNAE7AJQFXfFJEtwC4gDdyqqoE+ppiIx3HpLc2uvVQIzLMruOg5EY+PvFEWhJIUVPVZ4Fl/+ihw3Vm2uxu4OwxNhmEYxpk4/URzUC++nqw89cwvopYQOubZDVz0HFT8cjopVJafccfrtOaC2qVRSwgd8+wGLnoOKn45nRTmz50TtYRQqVhYFrWE0DHPbuCi56Dil9NJwTAMwxiM00nhnYY9UUsIlR2vvh61hNAxz27goueg4pfTSSEnxy37eTmBji84KTHPbuCi56Dil1tRcQg1S6qilhAqKy9eHrWE0DHPbuCi56Dil9NJwTAMwxiM00nhQNvhqCWESmNTS9QSQsc8u4GLnoOKX04nhdaDbVFLCJXdjfuilhA65tkNXPQcVPxyOik4NyDe+9wbNMw8u4GLnoOKX04nBcMwDGMwTieFk6dORS0hVLq6u6OWEDrm2Q1c9BxU/HI6Kex8fVfUEkLl2Re2jbzRNMM8u4GLnoOKX04nhaBefD1Z+cA174taQuiYZzdw0XNQ8cvppJAfi4280TQiHs8feaNphnl2Axc9BxW/RpUURMSt23QMwzAcZbRXCv9bRF4WkT8TkZIgBYXJth07o5YQKj9/+pmoJYSOeXYDFz0HFb9GlRRU9Urg40AF8GsR+b6IvD8QRSFSvbgqagmhsnKFe+PDmGc3cNFzUPFr1H0KqloP/BXwJWA98D9F5G0R+d1AlIVA6exZUUsIlbLz50ctIXTMsxu46Dmo+DXaPoVLROTvgLeAa4EbVfVCf/rvAlFmGIZhhM5orxT+HngFWKmqt6rqKwCq2op39TAl2VXXELWEUHn5ld9ELSF0zLMbuOg5qPiVN8rtfhs4pap9ACKSAyRU9aSqfi8QZSGQiMejlhAqhYmCqCWEjnl2Axc9BxW/Rnul8DSQedYL/WVTmiWLKqKWECorli+LWkLomGc3cNFzUPFrtEkhoaoDg4v404WBKDIMwzAiY7RJ4YSIXHp6RkRWA1N+NLn9Bw5GLSFUdu91b8x58+wGLnoOKn6NNil8HnhQRH4hIr8Afgh8NhBFIXLoSHvUEkKlpfVA1BJCxzy7gYueg4pfo+poVtXtInIBsAwQ4G1VTQWiKERWXbycrqhFhMj6dZdHLSF0zLMbuOh51cXBPLA32ruPAC4Dqvx9VokIqvrdQFQZhmEYkTDah9e+B/wtcCVecrgMWDPCPgl/vKRXReRNEfmav3y2iDwlIvX+56yMfe4UkQYReUdErs/a1Sjp6j4R9CEmFR3HO6OWEDrm2Q1c9BxU/Bptn8IaYJ2q/pmqfs7/u22EfXqAa1V1JfAeYKOIXA7cAWxV1Rpgqz+PiCwHbgYuAjYC3xKR3DE7GgOv7Xo7yOInHb946eWoJYSOeXYDFz0HFb9GmxTeAM4fS8Hqcfo21pj/p8BNwH3+8vuAj/jTNwEPqGqPqu4FGoC1YznmWLl89aogi590/Pb7r4laQuiYZzdw0XNQ8Wu0fQqlwC4ReRnvCgAAVf3wuXbyf+nvAKqBf1DVX4nIfFU94O9/QETm+ZsvBDLfqdfiLxta5mZgM0B5eTl1dXWewNJSEokELS0tABQVFVFWVkZ9fT0AOTk5VFdX09TURDKZBCCRyKcwr4dZeb0AHErFSWsOZfne3bZdfXkcSiVYmvByW1qFvT3FVOaf4MaNG6hJdNHYU0RJbi8leV6/e1sqQb/CgnzvGJ19MY6k8lmS8C71Uurl4ar4CWLSD8CeZBGlsV5m5nplHOhNkCMwP+aV0ZGO0dGXT1XcO25l/gmaeotYHO8mTxSA3cli5sWSzMhNA9DaW0Ce9DMv5lXXsXQ+WlBATcLrWk/259LcW8jSeDc5fhn1yWLKYkmK/DJaegtISD+lfhm11UtISB8V8ZMAnOzPZX9vIdWJLgQv4zckZ7Aw/ySFOX0ANPcUUpibHjhfR1JxkppDuX+OT/Tl0ZpKUOOf434VdvcUU5F/koRfxswZxZRmWU+5Fy4jL8t6auwp4rr16wbO2VjqCeDqK73Oz7HWU2df3sD5yqaeDsybSzqCetrXU8jyZTUD52ss9RTP6efGjRuISX9W9VRbvYTCKVZPR9P5zCo5b+B8jaWe5uT1El9UQXt7+5jj3qJFizgXo00KXx3ldoPwh8V4j/8Ohp+M8LIeGa6IYcq8F7gXYM2aNVpbWzto/UjzlZWVA9OpVJqudJwj6cGPi9cnZ5xzvqm3iEcff5rE+s0AHE4nOJxODNknNmR+cBmNPUWD5ttSCdpSg8vo7DuzjEcff5pN/nH39hQPWn8wVcDBIfeEHe97941UPb29Z+jYPaSM1lQBZJRxCjjml1HXsIeVmntGGQ1D5vf3Dn6uMZnOHXS+TnsZ6i2T5owyOru6OZJlPSXrGkgsuBbIrp62PvciszfePjA/2noC773Bmz409noCzjhfY6mn5NF2EhHUE8Cud+q5aIR9hqsnYOC7nU097d67j0Tlu92QU6GeAI51HM+qntrTcWa07Gf27NnA2OLeSIz2fQrPAY1AzJ/ejjdA3qhQ1Q7gWby+gjYRWQDgfx7yN2vBe1/DacqB1tEeIxtefHlHkMVPOh57YmvUEkLHPLuBi56Dil+jvfvo08BDwLf9RQuBh0fYZ+7pt7SJSAGwAXgbeAS4xd/sFuCn/vQjwM0iEheRxUANEGjv0YW11UEWP+m47NKVUUsIHfPsBi56Dip+jbb56Fa8Tt9fgffCnYy+gLOxALjP71fIAbao6mMi8hKwRUQ+BTQBm/wy3xSRLcAuIA3cenpU1qCYXXKeUw+vzZ9bGrWE0DHPbuCi59kl5wVS7miTQo+q9op4zf4ikscw7f2ZqOprwBnd46p6FLjuLPvcDdw9Sk2GYRjGBDPaW1KfE5G7gAL/3cwPAo8GJysc3ni7LmoJofLS9lF3A00bzLMbuOg5qPg12qRwB3AYeB34U+BnTOE3rp2muKho5I2mESUzZ0YtIXTMsxu46Dmo+DXaAfH6gf/j/00bqioWOtWncOEytzrWwTy7goueqyrOeIxrQhhVUhCRvQz/zMCSCVdkGIZhRMZYxj46PRDeVcD/BO4PSlRYNO0P9DGIScc7DXuilhA65tkNXPQcVPwa7cNrRzP+9qvqN4FrA1EUIq6NrHj4yNGoJYSOeXYDFz0HFb9G23x0acZsDt6Vw4yzbD5luGT5BU71KVx5+WVRSwgd8+wGLnq+ZPkFgZQ72ucU/kfGdBpvyIuPTbgawzAMI1JGe/fRtByX9nhn16g7VaYDR9uPnTns7DTHPLuBi56PdwbTzjHasY/+87n+AlEWAq49vPZLxwYABPPsCi56Dip+jbb56PTdR4/48zcCzwPNQYgKi/detprukTebNtx4/YaoJYSOeXYDFz2/97LVgZQ7lpfsXKqqXQAi8lXgQVX9j4GoCgkZ7g0O0xnX/IJ5dgUHPQcVv0bbpF4J9GbM9wJVE64mZPScQ/pNQ1zzC+bZFRz0HFT8Gm1S+B7wsoh8VUS+gjeE9neDkRQev9zuVjvko088HbWE0DHPbuCi56Di12jvPrpbRH6O9zQzwJ+o6s5AFIXIigtqR95oGvHetcG0QU5mzLMbuOg5qPg1ljsyC4FOVb0HaPHfjjalOW/mlH/+bkzMmT0ragmhY57dwEXPQcWv0d6S+hXgS8Cd/qIY02DsI8MwDGMwo71S+B3gw8AJAFVtZRoMc/HarrejlhAqL2zbHrWE0DHPbuCi56Di12iTQq+qKn4fv4hMi7fTlJzn1os55pbOiVpC6JhnN3DRc1Dxa7RJYYuIfBsoEZFPA08zDV64U7mwLGoJobKs2r3XX5hnN3DRc1Dxa8S7j0REgB8CFwCdwDLgy6r6VCCKDMMwjMgY8UrBbzZ6WFWfUtX/oqp/Pl0SQmPz/qglhMpb7zRELSF0zLMbuOg5qPg12uajbSIy7QYs7z5xImoJodLR6dZLhcA8u4KLnoOKX6Md++ga4DMi0oh3B5LgXURcEoiqkFhxQa1TL9m54rJLR95ommGe3cBFz0E9vHbOpCAilaraBHwwkKMbhmEYk4qRmo8eBlDVfcA3VHVf5l/g6gKmveN41BJCpe3wkaglhI55dgMXPQcVv0ZKCpmDs067e77eqnOrc2r7K69GLSF0zLMbuOg5qPg1UlLQs0xPC9Y5NojWDddfF7WE0DHPbuCi56Di10gdzStFpBPviqHAn4Z3O5rdeiTYMAxjmnPOpKCquWEJiYK+vv6oJYRKX19f1BJCxzy7gZueg4lfYxk6e0yISIWIPCMib4nImyJyu798tog8JSL1/uesjH3uFJEGEXlHRK4PSttptu2Y8q+EGBM/e+qZqCWEjnl2Axc9BxW/AksKQBr4oqpeCFwO3Coiy4E7gK2qWgNs9efx190MXARsBL4lIoFeqVyy/IIgi590XHXF2qglhI55dgMXPQcVvwJLCqp6QFVf8ae7gLeAhcBNwH3+ZvcBH/GnbwIeUNUeVd0LNACB1vSM4mkx2OuocW1UWDDPruCi56Di12ifaB4XIlIFrMJ7t/N8VT0AXuIQkXn+ZguBbRm7tfjLhpa1GdgMUF5eTl1dHQClpaUkEglaWloAKCoqoqysjPr6egBycnKorq6mqamJZDIJQCyWR2leD7PyegE4lIqT1hzK8k8B0NWXx6FUgqWJbgDSKuztKaYy/wQ3btxATaKLxp4iSnJ7KclLAdCWStCvsCDfO0ZnX4wjqXyWJLxH0lPq5eGq+Ali4rUJ7kkWURrrZWauV8aB3gQ5AvNjXhkd6RgdfflUxb3jVuafoKm3iMXxbvLEuylsd7KYebEkM3LTALT2FpAn/cyL9QBwLJ3P4fx8ahLeM9zJ/lyaewtZGu8mxy+jPllMWSxJkV9GS28BCemn1C+jtnoJCemjIn4SgJP9uezvLaQ60eXdeQA0JGewMP8khTleG29zTyGFuemB83UkFSepOZT75/hEXx6tqQQ1/jnuV2F3TzEV+SdJ+GXMnFGcdT3l1laTl2U9NfYUcd36dQPnbCz1BHD1lZcDjLmeOvvyBs5XNvV0YM5s0hHU076eQpYvqxk4X2Opp3hOPzdu3EBM+rOqp6WLF1E4xerpaDqfWSXnDZyvsdTTnLxe4uULaW9vH3PcW7RoEeci8KQgIsXAj4DPq2qnN+jq8JsOs+yM22BV9V7gXoA1a9Zobe3gR71Hmq+srByYfvmV16iuvYkj6figbeqTM84539RbxKOPP01i/WYADqcTHE4nhuwTO2cZjT2Ds3xbKkFbanAZnX1nlvHo40+zyT/u3p7iQesPpgo4mBq0iON9+QPTTz7zPHLFJwet3z2kjNZUAWSUcQo45pdR17CHlZp7hpeGIfP7ewsHzSfTuYPO12kvQ71l0pxRRmdXN0fS8azq6Yl/vp/r77oWyK6etj73IrM33j4wP9p6Anj2hW1s+tDY6wk443yNpZ6eeORnXL/io6HXE8Cud+q5aIR9hqsnYOC7nU09fef+H3L9Xe92Q06FegI41nE8q3pqT8dp+PlTfOH2zwFji3sjEWSfAiISw0sI/6qqP/YXt4nIAn/9AuCQv7wFqMjYvRxoDVLfvNLZQRY/6SgvWxC1hNAxz27goueg4leQdx8J8E/AW6r6jYxVjwC3+NO3AD/NWH6ziMRFZDFQA7wclD6AhQvOD7L4ScfSxee+bJyOmGc3cNFzUPEryOajdcAngNdF5Df+sruAr+O9ye1TQBOwCUBV3xSRLcAuvDuXblVV924+NgzDiJAg7z56QVVFVS9R1ff4fz9T1aOqep2q1vif7Rn73K2qS1V1mar+PChtp9mzrznoQ0wq3tj1TtQSQsc8u4GLnoOKX4H2KUx2kj09UUsIlZPJU1FLCB3z7AYueg4qfjmdFJbXVkctIVTWXvqeqCWEjnl2Axc9BxW/nE4KhmEYxmCcTgpH2o9FLSFUWg+2RS0hdMyzG7joOaj45XRSaNjbGLWEUHn1jV1RSwgd8+wGLnoOKn45nRQuX70qagmh8sEN10QtIXTMsxu46Dmo+OV0UjAMwzAG43RS6E2lRt5oGtHT0xu1hNAxz27goueg4pfTSWH7zteilhAqTz7zfNQSQsc8u4GLnoOKX04nhVUXL49aQqicHiLYJcyzG7joOaj45XRSKCwoiFpCqMwoLh55o2mGeXYDFz0HFb+cTgqGYRjGYJxOCjtefSNqCaGy9fkXo5YQOubZDVz0HFT8cjoplJ0/P2oJobK0yr0x582zG7joOaj45XRSWDB/btQSQqWqsjxqCaFjnt3ARc9BxS+nk4JhGIYxGKeTQv2exqglhMqrr7s3Pox5dgMXPQcVv5xOCv39/VFLCJV0v3tvNzXPbuCi56Dil9NJYVn1kqglhMrqlRdHLSF0zLMbuOg5qPjldFIwDMMwBuN0Umg7fDRqCaHSvL81agmhY57dwEXPQcUvp5NCU8v+qCWEytt1u6OWEDrm2Q1c9BxU/HI6KVy26pKoJYTK+6+5KmoJoWOe3cBFz0HFL6eTgmEYhjEYp5NCsqcnagmhcvLUqaglhI55dgMXPQcVv5xOCs4NiPece4OGmWc3cNGzDYgXAKtXrohaQqhct35d1BJCxzy7gYueg4pfTieFRDwetYRQce2lQmCeXcFFz0HFL6eTgmEYhjGYwJKCiHxHRA6JyBsZy2aLyFMiUu9/zspYd6eINIjIOyJyfVC6MgnqxdeTlaee+UXUEkLHPLuBi56Dil9BXin8C7BxyLI7gK2qWgNs9ecRkeXAzcBF/j7fEpHcALUBUFm+MOhDTCouqF0atYTQMc9u4KLnoOJXYElBVZ8H2ocsvgm4z5++D/hIxvIHVLVHVfcCDcDaoLSdZv7cOUEfYlJRsbAsagmhY57dwEXPQcWvvEBKPTvzVfUAgKoeEJF5/vKFwLaM7Vr8ZWcgIpuBzQDl5eXU1dUBUFpaSiKRoKWlBYCioiLKysqor68HICcnh+rqapqamkgmkwDEYnmU5vUwK68XgEOpOGnNoSzfu+e5qy+PQ6kESxPdAKRV2NtTTGX+CW7cuIGaRBeNPUWU5PZSkpcCoC2VoF9hQb53jM6+GEdS+SxJnAAgpV4eroqfICbe0Ld7kkWUxnqZmeuVcaA3QY7A/JhXRkc6RkdfPlVx77iV+Sdo6i1icbybPFEAdieLmRdLMiM3DUBrbwF50s+8mHcv87F0Pofz86lJdAGQ7M+lubeQpfFucvwy6pPFlMWSFPlltPQWkJB+Sv0yaquXkJA+KuInATjZn8v+3kKqE10IoEBDcgYL809SmOMNZdzcU0hhbnrgfB1JxUlqDuX+OT7Rl0drKkGNf477VdjdU0xF/kkSfhkzZxRnXU+5tdXkZVlPjT1FXLd+3cA5G0s9AVx95eUAY66nzr68gfOVTT0dmDObdAT1tK+nkOXLagbO11jqKZ7Tz40bNxCT/qzqaeniRRROsXo6ms5nVsl5A+drLPU0J6+XePlC2tvbxxz3Fi0696tLw04KZ0OGWabDbaiq9wL3AqxZs0Zra2sHrR9pvrKycmD6jbfqKKu9iSPpwb349ckZ55xv6i3i0cefJrF+MwCH0wkOpxND9omds4zGnqJB822pBG2pwWV09p1ZxqOPP80m/7h7e4oHrT+YKuBgatAijvflD0z/cvsO5IpPDlq/e0gZrakCyCjjFHDML6OuYQ8rNfcMLw1D5vf3Fg6aT6ZzB52v016GesukOaOMzq5ujqTjWdXTiw/+hHW3XQtkV09bn3uR2RtvH5gfbT0BPPvCNjZ9aOz1BJxxvsZSTy/++3OsW/HR0OsJYNc79Vw0wj7D1RMw8N3Opp62PPwY6257tytyKtQTwLGO41nVU3s6Tuuzv+ALt38OGFvcG4mw7z5qE5EFAP7nIX95C1CRsV05EPiwhzk5bt18lZcTeDfNpMM8u4GLnoOKX2FHxUeAW/zpW4CfZiy/WUTiIrIYqAFeDlpMzZKqoA8xqVh58fKoJYSOeXYDFz0HFb8Caz4SkR8AVwOlItICfAX4OrBFRD4FNAGbAFT1TRHZAuwC0sCtqure+/UMwzAiJrCkoKp/cJZV151l+7uBu4PSMxwH2g5TfFGYR4yWxqYWLohaRMiYZzdw0fOBtsOBlOtWo/oQWg+2RS0hVHY37otaQuiYZzdw0XNQ8cvppODcgHjvc2/QMPPsBi56tgHxDMMwjMBxOim49mKOru7uqCWEjnl2Axc9BxW/nE4KO1/fFbWEUHn2hW0jbzTNMM9u4KLnoOKX00khqBdfT1Y+cM37opYQOubZDVz0HFT8cjop5MdiI280jYjH80feaJphnt3ARc9BxS+nk4JhGIYxGKeTwrYdO6OWECo/f/qZqCWEjnl2Axc9BxW/nE4K1YuropYQKitXuDc+jHl2Axc9BxW/nE4KpbNnjbzRNKLs/PlRSwgd8+wGLnoOKn45nRQMwzCMwTidFHbVNUQtIVRefuU3UUsIHfPsBi56Dip+OZ0UEvH4yBtNIwoTBVFLCB3z7AYueg4qfjmdFJYsqhh5o2nEiuXLopYQOubZDVz0HFT8cjopGIZhGINxOinsP3Awagmhsnuve2POm2c3cNFzUPHL6aRw6Eh71BJCpaX1QNQSQsc8u4GLnoOKX04nhVWOvex7/brLo5YQOubZDVz0HFT8cjopGIZhGINxOil0dZ+IWkKodBzvjFpC6JhnN3DRc1Dxy+mk8Nqut6OWECq/eOnlqCWEjnl2Axc9BxW/nE4Kl69eFbWEUPnt918TtYTQMc9u4KLnoOKX00khN9ct+7m5uVFLCB3z7AZueg4mfrkVFQ3DMIxz4nRSePHlHVFLCJXHntgatYTQMc9u4KLnoOKX00nhwtrqqCWEymWXroxaQuiYZzdw0XNQ8cvppDC75LyoJYTK/LmlUUsIHfPsBi56Dip+OZ0UDMMwjME4nRTeeLsuagmh8tL2V6KWEDrm2Q1c9BxU/Jp0SUFENorIOyLSICJ3BHms4qKiIIufdJTMnBm1hNAxz27goueg4tekSgoikgv8A/BBYDnwByIS2Kh1VRULgyp6UnLhMrc61sE8u4KLnoOKX5MqKQBrgQZV3aOqvcADwE0RazIMw3AGUdWoNQwgIh8FNqrqf/TnPwH8lqp+NmObzcBmf3YZ8M44DlkKHBnH/lMN1/yCeXYF8zw2Fqnq3OFW5GWvJxBkmGWDspaq3gvcOyEHE/m1qq6ZiLKmAq75BfPsCuZ54phszUctQObbqMuB1oi0GIZhOMdkSwrbgRoRWSwi+cDNwCMRazIMw3CGSdV8pKppEfks8ASQC3xHVd8M8JAT0gw1hXDNL5hnVzDPE8Sk6mg2DMMwomWyNR8ZhmEYEWJJwTAMwxjAyaQQ5lAakwERqRCRZ0TkLRF5U0Ruj1pTWIhIrojsFJHHotYSBiJSIiIPicjbfn1fEbWmIBGRL/jf6TdE5AcikohaUxCIyHdE5JCIvJGxbLaIPCUi9f7nrIk4lnNJIeyhNCYJaeCLqnohcDlwqwOeT3M78FbUIkLkHuBxVb0AWMk09i4iC4HbgDWqugLv5pSbo1UVGP8CbByy7A5gq6rWAFv9+XHjXFLAwaE0VPWAqr7iT3fhBYppP/CTiJQDHwL+MWotYSAiM4H3Af8EoKq9qtoRqajgyQMKRCQPKGSaPtekqs8D7UMW3wTc50/fB3xkIo7lYlJYCDRnzLfgQIA8jYhUAauAX0UsJQy+CfwF0B+xjrBYAhwG/tlvMvtHEZm2QwGr6n7gb4Em4ABwXFWfjFZVqMxX1QPg/fAD5k1EoS4mhRGH0piuiEgx8CPg86raGbWeIBGRG4BDqurSi7jzgEuB/6Wqq4ATTFCTwmTEb0O/CVgMlAFFIvJH0aqa+riYFJwcSkNEYngJ4V9V9cdR6wmBdcCHRaQRr4nwWhG5P1pJgdMCtKjq6avAh/CSxHRlA7BXVQ+ragr4MfDeiDWFSZuILADwPw9NRKEuJgXnhtIQEcFrZ35LVb8RtZ4wUNU7VbVcVavw6vjfVXVa/4pU1YNAs4gs8xddB+yKUFLQNAGXi0ih/x2/jmncsT4MjwC3+NO3AD+diEIn1TAXYRDBUBqTgXXAJ4DXReQ3/rK7VPVn0UkyAuJzwL/6P3j2AH8SsZ7AUNVfichDwCt4d9jtZJoOdyEiPwCuBkpFpAX4CvB1YIuIfAovQW6akGPZMBeGYRjGaVxsPjIMwzDOgiUFwzAMYwBLCoZhGMYAlhQMwzCMASwpGIZhGANYUjCMERCRZ0Xk+iHLPi8i3zrH9k69RN6YPlhSMIyR+QFnjr55s7/cMKYVlhQMY2QeAm4QkTgMDCpYBvyhiPzaH8//a8PtKCLdGdMfFZF/8afnisiPRGS7/7cucBeGMQosKRjGCKjqUeBl3h3P/mbgh8Bfquoa4BJgvYhcMoZi7wH+TlUvA34PR4b3NiY/zg1zYRhZcroJ6af+538APiYim/H+jxbgvbTptVGWtwFY7g3ZA8BMEZnhv+/CMCLDkoJhjI6HgW+IyKVAAXAM+HPgMlU95jcLDfcqyMxxZDLX5wBXqOqpYOQaRnZY85FhjAJV7QaeBb6Dd9UwE+99BcdFZD7e612Ho01ELhSRHOB3MpY/CXz29IyIvCcA2YYxZiwpGMbo+QHee48fUNVX8UblfBMvUbx4ln3uAB4D/h3v7WCnuQ1YIyKvicgu4DOBqTaMMWCjpBqGYRgD2JWCYRiGMYAlBcMwDGMASwqGYRjGAJYUDMMwjAEsKRiGYRgDWFIwDMMwBrCkYBiGYQzw/wMVGQPZm7zEnAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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44xsujFohEC6WNbjpHZZzJAMJisjHgUngGzNJx1lNT5J+ou3ehNdkRX19PW1tbYD3+HsikZh9WKWsrIy6urrZG0EFBQW0tLTQ3d1NKpUCYM2aNYyMjDA0NATA8uXLicVi9PX1AVBeXk5tbS0dHR0AFBYW0tzcTFdXFxMTEwAkk0mGh4cZHh4GoLa2FhHhwAFvxNGKigqqq6vp7OwE4PDhwzQ2NtLZ2Uk6nQagqamJwcFBRvwnd1euXImq0t/fD0BlZSWVlZV0dXUBEI/HSSaTdHR0zDZZNDc309/fz9GjRwGvt0Q6nebQoUMAVFVVUVFRwd69ewHvCdDGxkba29uZnp4GoLW1lb6+PkZHR5kp31QqxcDAAAMDA5SVlVFaWjo7S1dJSQkNDQ2zxwC86R57enpmJ2dpaGhgbGyMwcHBSI5TX18fqVQq6+MUi8VoamoKfJwuvnADVfFRuifKaCo+SpF4VbojVc6KWIplhd7Fd99ECUUyzYrYOABDk3F0eQ2tiSMApKYL6Zkopbn4KAX+NvakyqmLpSjzt9E7UUJCpqmZ2cbqVRw7diznx2lycpJDhw7l9Pu02OMEMDQ0RGNjY06/TwDV1dWBv0+9vb2kUqnA36cTIRriDPAikgS+q6rr56TdCHwQuFxVx/y0bQCq+ln//Q+ATwFdwI9V9Sw//Z3Apar6gUz73rhxo+7YsWMpP07otLW1OTnnr3lnx6bNVyxq1NnE5psC7/vZO27hyUcfDpw/KFZHcsdinUVkp6punJ+e02YoEdkK/DnwlplA4fMgcIOIFItIE96N7CdUdT9wREQu8ntBvRf4Ti6dc8nJono+Y96549GfPx61QiBcLGtw0zss5zC7zt4LPAacKSK9IvJ+4PPAMuBhEfmliPwDgKq+AGwHdgHfB25W1ZluH38IfAXvpncH/3Wf45RjxNFB4sw7d9TXrYpaIRAuljW46R2Wc2j3LFT1ncdJvv0k698K3Hqc9B3A+lfnOPUYGhpi+fLlUWtkjXnnjuYm937pgptlDW56h+XsXidiwzAMI+dYsMgjXPsFM4N5547nd+2OWiEQLpY1uOkdlrMFizwiFotFrRAI884dY6ljUSsEwsWyBje9w3KO5DkL4/j09fU5100PzDuXXHjB6xaV/+WODjZtviJQ3sbVK3ngnrsC5XWxrMFN77CcLVgYxmlEekoDP+Px7B23LLGN4RLWDJVHlJeXR60QCPPOHX0H+qNWCISLZQ1ueoflbFcWeURtbW3UCoE4Hb3f9q730L3vQKC8nZ1dnBdwv888v4u17wiYOUJOxzoSFWE5W7DIIzo6OpxrH4XT07t734HAzTm7t10fKB/Am7ZcFjhvlJyOdSQqwnK2ZijDMAwjIxYs8ojCwsLMK+Uh5p07xscnolYIhItlDW56h+VswSKPaG5ujlohEOadO374459GrRAIF8sa3PQOy9mCRR4xM4a+a5h37rj0Ny6KWiEQLpY1uOkdlrMFizxiZpIX1zDv3LHMwa6c4GZZg5veYTlbsDAMwzAyYsEij0gmk1ErBMK8c8cjP/151AqBcLGswU3vsJwtWOQRM3MLu4Z5547mpJvzWbhY1uCmd1jOFizyCBcrJph3Lkk21ketEAgXyxrc9LZgYRiGYUSGBYs8wsVxaMC8c8kzz+2KWiEQLpY1uOkdlrMFizxCRKJWCIR5547J6amoFQLhYlmDm95hOVuwyCMOHAg2imnUmHfu2HD+a6NWCISLZQ1ueoflbMHCMAzDyEhowUJEvioiB0Xk+TlpZ4jIwyKyx/9fNWfZNhFpF5HdInLlnPQNIvKcv+zvxcXrwgVSUVERtUIgzDt39Ozri1ohEC6WNbjpHZZzmFcWXwO2zkv7GPCIqrYCj/jvEZFzgBuAc/08XxSRmaETvwTcBLT6f/O3ecpQXV0dtUIgzDt3vNTWEbVCIFwsa3DTOyzn0IKFqv4UODwv+RrgTv/1ncC1c9LvU9VxVe0E2oELRWQVUKGqj6mqAl+fk+eUo7OzM2qFQJh37rjisjdGrRAIF8sa3PQOyznXM+XVqup+AFXdLyIr/PTVwONz1uv109L+6/npx0VEbsK7CqG+vp62tjYAampqSCQS9PZ6myorK6Ouro49e/YAUFBQQEtLC93d3aRSKQDWrFnDyMgIQ0NDACxfvpxYLEZfn9cMUF5eTm1tLR0d3i+9wsJCmpub6erqmh3IK5lMMjw8PPuQTG1tLSIyewOqoqKC6urq2YN7+LAXWzs7O0mn0wA0NTUxODjIyMgIACtXrkRV6e/35mKurKyksrJydqTJeDxOMpmko6ODqSmv50xzczP9/f0cPXoUgLq6OtLpNIcOHQKgqqqKiooK9u7dC0AikaCxsZH29namp6cBaG1tpa+vj9HRUWbKN5VKMTAwwMDAANXV1ZSWltLT0wNASUkJDQ0Ns8cAYN26dfT09HDs2DEAGhoaGBsbY3BwMJLjNDAwEOg4xWIxL1/xKDHxyuflVBk1sQkqCr3jtn8iQYFAbczzHJ6MMTwVJ1k8ytVbt9AYH6V7ooym4qMUiQLQkSpnRSzFssJJAPomSiiSaVbExgEYmoxzKB6nNXEEgNR0IT0TpTQXH6XA38aeVDl1sRRl/jZ6J0pIyDQ1/jbWtawlIVM0FI8BMDZdyL6JUloSRxBAgfbUMlbHxygt8OpPz3gppYWTXHzhBtra2gIdp8nJSQ4dOpTT71MsFqOpqWlR36cZ31x+n4BFfZ9mthH0+3QixPvBHg4ikgS+q6rr/ffDqlo5Z/mQqlaJyBeAx1T1bj/9duAhoBv4rKpu8dPfCPyZql6dad8bN27UHTt2LPVHCpXOzk6ampqi1sia09F70+YrAk+r+s1t13PdZ7cHynv4+7dxxtaPBMq72H0/e8ctPPnow4Hyno51JCoW6ywiO1V14/z0XPeG6veblvD/H/TTe4GGOevVA31+ev1x0k9JXKuUM5h37njkUTcHEnSxrMFN77Cccx0sHgRu9F/fCHxnTvoNIlIsIk14N7Kf8JusjojIRX4vqPfOyXPK4WL7KJh3Lrl888VRKwTCxbIGN72du2chIvcClwI1ItILfBL4K2C7iLwfr4npOgBVfUFEtgO7gEngZlWdeVT1D/F6VpUA3/P/Tklm2lVdw7xzR2lJSWT7frmjg02brwiU981bLuXTn/j4EhuFj4t1JCzn0IKFqr7zBIsuP8H6twK3Hid9B7B+CdUMwwhAekoD36d55YUHltjGyDX2BHce4WL7KJh3Lnn4x/8RtUIgnnz62agVAuFiHTlV7lkYJ2GmC6lrmHfuOGtdc9QKgWisP2GP97zGxToSlnOun7MwTsLIyAgrV66MWiNrXPX+0j/dzkM/+kmgvJ2dXZy3tDoLomF1XQR7XTy1y917EhrcrNthOVuwME5bXhk5ErgNfve265fYxjDyG2uGyiNc+wUzg6veu9tfjloha3Y+81zUCoFwsazBzbodlrMFizwizKfpw8RV74IC96p/UUFh5pXyEBfLGtys22E5u3kET1FmxqdxDVe9W9cmo1bImvNfe07UCoFwsazBzbodlrMFC8MwDCMjFizyiMrKyqgVAuGq9/7+Q1ErZE1Xd2/mlfIQF8sa3KzbYTlbsMgjXKyY4K533wH3mhg6uvZGrRAIF8sa3KzbFixOA2bG0HcNV703nO/eKDKXX+LmQIIuljW4WbfDcrZgYRiGYWTEgkUeEY/Ho1YIhKveY/4MYy5xxJ+dzTVcLGtws26H5WzBIo9IJpNRKwTCVe+nn9sVtULW/ORnj2deKQ9xsazBzbodlrMFizxiZv5h13DVe9ProxjdaXH81mWXRK0QCBfLGtys22E5W7DII2YmhHcNV73jsVjUCllTXOxeswi4WdbgZt0Oy3lBwUJE3OzKYBiGYSwJC72y+AcReUJE/khEKsMUOp1pbnZzrgJXvR/f+XTUClnzvR/9OGqFQLhY1uBm3Q7LeUHBQlV/A/hdoAHYISL3iEiwyXiNE+LiODTgrndLUzJqhaw5f72bY0O5WNbgZt2OfGwoVd0D/AXw58Bm4O9F5CUReWsoZqchRx3tFumqd80ZVVErZE3dytqoFQLhYlmDm3U7LOeF3rM4T0T+FngR+E3galU923/9t6GYGYZhGHnDQq8sPg88BZyvqjer6lMAqtqHd7VhLAF1dW5Omemq96629qgVsuaJp34ZtUIgXCxrcLNuh+W80GDxZuAeVT0GICIFIlIKoKp3ZbtTEfkTEXlBRJ4XkXtFJCEiZ4jIwyKyx/9fNWf9bSLSLiK7ReTKbPfnCul0OmqFQLjqnSgujloha0oTJVErBMLFsgY363ZYzgsNFj8C5tbSUj8ta0RkNfBhYKOqrgcKgRuAjwGPqGor8Ij/HhE5x19+LrAV+KKIuDldWAYOHXJzGGdXvdeuaYhaIWvWn3Nm1AqBcLGswc26HZbzQoNFQlVn75r4r0sXsd8ioEREivzt9AHXAHf6y+8ErvVfXwPcp6rjqtoJtAMXLmLfhmEYRpYULXC9URG5YOZehYhsAAKNDKaq+0Tkb4Bufxs/VNUfikitqu7319kvIiv8LKuBuQPi9Pppr0JEbgJuAqivr6etrQ2AmpoaEokEvb3exDFlZWXU1dWxZ88ewJsfuKWlhe7ublKpFABr1qxhZGSEoaEhAJYvX04sFqOvrw+A8vJyamtrZx+tLywspLm5ma6uLiYmJgBvjJbh4WGGh4cBqK2tRUQ4cOAAABUVFVRXV9PZ2Qkwu+/Ozs7ZS8mmpiYGBwcZGRkBvMnYVXW2e1xlZSWVlZWzwxLH43GSySQdHR2zT3I2NzfT398/20uirq6OdDo9+wukqqqKiooK9u715kpIJBI0NjbS3t7O9PQ0AK2trfT19TE6OspM+aZSKQYGBhgdHWVwcJDS0lJ6enoAKCkpoaGhYfYYAKxbt46enh6O+YPKNTQ0MDY2xuDgYCTHqfI1FaxMHKFrvIzKwgkqi7wy708nmFZYFff2MTIVYyAdZ23C++xp9X5jJYtHiYlXPi+nyqiJTVBR6G1j/0SCAoHamLeN4ckYw1NxksWjXL11C43xUbonymgqPkqReHMmd6TKWRFLsaxwEoC+iRKKZJoVsXEAhibjPHngIL+VOOLVl+lCeiZKaS4+SoG/jT2pcupiKcr8bfROlJCQaWr8baxrWUtCpmgoHgNgbLqQfROltCSOIIAC7allrI6PUVrg1Z+e8VJKCye5eusWWhNHGEgXk9IC6uPecRydKqIvnaA14dWvaRU6xstpiI+R8Lfx/OHDHDp0KKffp1gsRlNT06K+TzP7zuX3CaC6ujrw92l0dJS2trbA36cTIQuZ3FtENgH34V0BAKwC3qGqOzNmfvW2qoAHgHcAw8A3gfuBz6tq5Zz1hlS1SkS+ADymqnf76bcDD6nqAyfbz8aNG3XHjh3Z6kXK+Pg4xQ627brqvXnrW2i54ROB8n5z2/Vc99ntOc/7g8/8Plfe8tVAeRe778Xkbb/vf/Ho9x8MlDdKXKzbi3UWkZ2qunF++kIfynsSOAv4Q+CPgLODBAqfLUCnqh5S1TTwLeDXgX4RWeXLrgIO+uv34j0MOEM9/xW0Tilmfom4hqver3+tew+4bb74oqgVAuFiWYObdTss52wGEtwEnAe8HniniLw34D67gYtEpFREBLgc7/mNB4Eb/XVuBL7jv34QuEFEikWkCWgFngi4b8MwDCMAC7pnISJ3Ac3AL4GZIQ0V+Hq2O1TVX4jI/XjPbUwCTwNfBsqB7SLyfryAcp2//gsish3Y5a9/s6q6NxTkAkgkElErBMJV7yNHR6NWyJrhV0ZYGbVEAFwsa3CzboflvNAb3BuBc3QhNzgWgKp+EvjkvORxvKuM461/K3DrUuw7n2lsbIxaIRCuej+76yXO+7WoLbLjPx57guveErVF9jy766WoFQLhYt0Oy3mhzVDPg5M/aJyivd3Np1xd9b5ow+ujVsiaN19xWdQKgXCxrMHNuh2W80KvLGqAXSLyBN4VAACq6uBvnPxlpluda7jqXVjo3txfhYVuPo/qYlmDm3U7LOeFBotPhbJ3wzAMwwkW2nX2UaALiPmvn8S7QW0sIa2trVErBMJV758/EbT3d3R89wePRK0QCBfLGtys22E5L3SI8j/Ae3DuH/2k1cC3QzE6jZl5mtU1XPU+e11L1ApZs+mC86NWCISLZQ1u1u2wnBfakHgzcDEwArMTIa04aQ4ja2Ye/XcNV73PqHxN1ApZU7u8JmqFQLhY1uBm3Q7LeaHBYlxVJ2be+AMALkk3WsMwDCP/WWiweFREbsEbKfYKvPGc/jU8rdOT+vr6qBUC4ar38y+1ZV4pz3jsSTdvFbpY1uBm3Q7LeaHB4mPAIeA54APAQ9gMeUvOzMiPruGqd3lZWdQKWVNZURG1QiBcLGtws26H5bzQ3lDTqvpPqnqdqr7df23NUEvMzPDEruGqd7LhuCPd5zVnn+nmjWIXyxrcrNthOS90bKhOjnOPQlXXLrmRYRiGkXdkMzbUDAm8Qf7OWHqd05vq6uqoFQLhqnf3vj6qzo3aIjt2t7/M+Zujtsie7n3udUEFN+t2WM4LbYYanPO3T1X/DvjNUIxOY0pLFzNTbXS46j38ykjUCllzaGAwaoVAuFjW4GbdDst5oc1QF8x5W4B3pbEsFKPTmJ6eHtatWxe1RtZE5f22d72H7n0HAuc/u9W9VtTfuGhT1AqBOO+cs6JWCISL38mwnBfaDPV/57yexBv64/oltzGMLOjed4Dz3veZwPlTj36Z2BL6GCfm8OHDbNp8RaC8jatX8sA9dy2xkZEtCwoWqurmuMiOUVJSErVCIFz1Hjw8hGt9dFx0Bjg4cDhwYH/2jluW2GbhuFi3w3JeaDPU/zjZclX93NLonN40NDRkXikPcdX7P5/YyXW/E7VFdrjoDO56u1i3w3Je6EN5G4E/xBtAcDXwQeAcvPsWdu9iiWhrc/MpV1e9r75yS9QKWeOiM7jr7WLdDss5m8mPLlDVIwAi8ingm6r630KxMoxcIFELBMBFZ3DX25hloVcWjcDEnPcTQHLJbQwjl7g4BoGLzuCutzHLQoPFXcATIvIpEfkk8Avg6+FpnZ641kVvBle9//UHP4paIWtcdAZ3vV2s22E5L/ShvFuB9wFDwDDwPlUN3mfROC49PT1RKwTCVe9fv3BD1ApZ46IzuOvtYt0OyzmbWdRLgRFVvQ3oFZGmoDsVkUoRuV9EXhKRF0XkDSJyhog8LCJ7/P9Vc9bfJiLtIrJbRK4Mut9859ixY1ErBMJV7+ozqjKvlGe46AzuertYt8NyXui0qp8E/hzY5ifFgLsXsd/bgO+r6lnA+cCLeMOgP6KqrcAj/ntE5BzgBuBcYCvwRREpXMS+DcMwjCxZ6JXF7wBvAUYBVLWPgF1mRaQCuAS43d/WhKoOA9cAd/qr3Qlc67++BrhPVcdVtRNoBy4Msu98x8U+3eCu988efzJqhaxx0Rnc9XaxboflvNCusxOqqiKiACKymJlM1uJNpHSHiJwP7AQ+AtSq6n4AVd0vIjNzfK8GHp+Tv9dPexUichNwE3izRc30N66pqSGRSNDb2wtAWVkZdXV17NmzB4CCggJaWlro7u6enThkzZo1jIyMMDQ0BMDy5cuJxWKzk6GXl5dTW1tLR0cHAIWFhTQ3N9PV1cXEhNdxLJlMMjw8zPDwMAC1tbWICAcOeOMZVVRUUF1dTWdnJwATExOsX7+ezs5O0uk0AE1NTQwODjIy4g3EtnLlSlSV/v5+ACorK6msrKSrqwuAeDxOMpmko6ODqakpAJqbm+nv7+fo0aMA1NXVkU6nOXToEABVVVVUVFSwd+9eABKJBI2NjbS3tzM9PQ1Aa2srfX19s/P71tfXk0qlGBgYYGxsjIaGBkpLS2fbS0tKSmhoaPiVPt/r1q2jp6dn9jK5oaGBsbExBgcHAx2niy/cwLhMUVE4SVWRV+YH08VMagF1cW8fR6aKOJhO0JzwPvukCp3j5TTGR7n2t69kVeIIXeNlVBZOUFnklXl/OsG0wqq4VxdGpmIMpOOsTXifPa3eb6xk8Sgx8crn5VQZNbEJKgq9beyfSFAgUBvztjE8GWN4Kk6yeJSrt26hMT5K90QZTcVHKfK+VnSkylkRS7GscBKAvokSimSaFbFxAIYm46xprKc1cQSA1HQhPROlNBcfpcDfxp5UOXWxFGX+NnonSkjINDX+Nta1rCUhUzQUjwEwNl3IvolSWhJHELxOS+2pZayOj1Fa4NWfnvFSSgsnuXrrFloTRxhIF5PSAur9Mh6dKqIvnaDVL+NpFTrGy2mIj5Hwt7GnsZ6aovFAx2nZhRtoa2vL+vsUi8Voampa1PcpnU5z7rnn5vT7BN7IsUG/Tz09PZSWlgY+750IWcgcRiLyUaAVuAL4LPD7wD2q+v8yZn71tjbinfwvVtVfiMhtwAjwx6paOWe9IVWtEpEvAI+p6t1++u3AQ6r6wMn2s3HjRt2xY0e2epHS1tbmZO+LqLw3bb5i0WNDJTbfFCjvN7ddz3Wf3Z7zvItxXuy+o/J+9o5bePLRhwPlXSwuficX6ywiO1V14/z0jFcWIiLAPwNn4Z3UzwT+UlWDHr1eoFdVf+G/vx/v/kS/iKzyrypWAQfnrD/3uqoecHNwfMMwDEfJeM/Cnz7126r6sKr+T1X96CICBap6AOgRkTP9pMuBXcCDwI1+2o3Ad/zXDwI3iEix3wOrFXgi6P7zmZqamqgVAuGq94u726NWyBoXncFdbxfrdljOC71n8biIbFLVpbpL9cfAN0QkDryM9wxHAbBdRN4PdOPNxoeqviAi2/ECyiRws6pOLZFHXpFIJKJWCISr3sMj7k3I46IzuOvtYt0Oy3mhvaEuwwsYHSLyrIg8JyLPBt2pqv5SVTeq6nmqeq2qDvmz8F2uqq3+/8Nz1r9VVZtV9UxV/V7Q/eY7MzeiXMNV7zdsuiDzSnmGi87grreLdTss55NeWYhIo6p2A28KZe+GYRiGE2S6svg2gKruBT6nqnvn/oVud5pRVraYHsnR4ap3/6GBqBWyxkVncNfbxbodlnOmYDF3YGH3Jix2jLq6uqgVAuGq95NPPRO1Qta46AzuertYt8NyzhQs9ASvjRCYeVjGNVz1vurKy6NWyBoXncFdbxfrdljOmXpDnS8iI3hXGCX+a/z3qqoVoVgZhmEYecVJg4Wq2oB9OaSgIJtBgPMHV71nhm9wCRedwV1vF+t2WM7ulcQpTEtLS9QKgXDV+6GHfxy1Qta46AzuertYt8NytmCRR3R3d0etEAhXvd/4BvcGL3bRGdz1drFuh+VswSKPmBn50TVc9a58jXu33Fx0Bne9XazbYTlbsDAMwzAyYsEijzjZWPL5jKvej/788cwr5RkuOoO73i7W7bCcLVjkESOODrbmqnd93aqoFbLGRWdw19vFuh2WswWLPGJmVj7XcNW7ucm9X40uOoO73i7W7bCcLVgYhmEYGbFgkUcsX748aoVAuOr9/K7dUStkjYvO4K63i3U7LGcLFnlELBaLWiEQrnqPpY5FrZA1LjqDu94u1u2wnC1Y5BF9fW5OLe6q94UXvC5qhaxx0Rnc9XaxboflbMHCMAzDyIgFizyivLw8aoVAuOrdd6A/aoWscdEZ3PV2sW6H5ZxpiHIjh9TW1katEIjFeL/tXe+he9+BQHk7O7s4L/Ce4Znnd7H2HYvYQAS46Azuerv4nQzL2YJFHtHR0cG6deui1siaxXh37zvAee/7TKC8u7ddHyjfDG/actmi8keBi87grreL38mwnCNrhhKRQhF5WkS+678/Q0QeFpE9/v+qOetuE5F2EdktIldG5WwYhnG6EuU9i48AL855/zHgEVVtBR7x3yMi5wA3AOcCW4EvisgpOSlTYaGbH8tV7/HxiagVssZFZ3DX28W6HZZzJMFCROqB3wa+Mif5GuBO//WdwLVz0u9T1XFV7QTaATcHx89Ac3Nz1AqBcNX7hz/+adQKWeOiM7jr7WLdDss5qnsWfwf8GbBsTlqtqu4HUNX9IrLCT18NzB2ystdPexUichNwE0B9fT1tbW0A1NTUkEgk6O3tBaCsrIy6urrZic0LCgpoaWmhu7t7diz4NWvWMDIyMjvOyvLly4nFYrN9mMvLy6mtraWjowPwonlzczNdXV1MTHi/opLJJMPDwwwPD3sfsLYWEeHAAe+GbkVFBdXV1XR2dgLeAGAbN26ks7OTdDoNQFNTE4ODg7ODg61cuRJVpb/f611SWVlJZWUlXV1dAMTjcZLJJB0dHbNTWTY3N9Pf38/Ro0cBqKurI51Oc+jQIQCqqqqoqKhg7969ACQSCRobG2lvb2d6ehqA1tZW+vr6GB0dZaZ8U6kUAwMDDA0N0dLSQmlpKT09PQCUlJTQ0NAwewwA1q1bR09PD8eOeQ9oNTQ00LB6Fa2JIwAMpItJaQH1cW/56FQRfekErQnPe1qFjvFyGuJjJAqmuHrrFuIyRUXhJFVFXpkfTBczqQXU+ds4MlXEwXSCZn8bkyp0jpfTGB/lIx/4fcoSR+gaL6OycILKIq/M+9MJphVWxb26MDIVYyAdZ23C++xp9X5jJYtHiYlXPi+nyqiJTVBR6G1j/0SCAoHamLeN4ckYw1NxksWjXL11C43xUbonymgqPkqRKAAdqXJWxFIsK5wEoG+ihCKZZkVsHIChyThbL988W16p6UJ6JkppLj5Kgb+NPaly6mIpyvxt9E6UkJBpavxtrGtZS0KmaCgeA2BsupB9E6W0JI4ggALtqWWsjo9RWuDVn57xUkoLJ7l66xZaE0eyPk4AWy/fTE3ReKDjtOzCDbS1tWX9fYrFYjQ1NS3q+3TkyBE2bNiQ0+8TQHV1daDv09jYGO3t7VRVVQU+750IUdUTLgwDEbkKeLOq/pGIXAp8VFWvEpFhVa2cs96QqlaJyBeAx1T1bj/9duAhVX3gZPvZuHGj7tixI7TPEQZtbW3O3UyDxXlv2nxF4Bvc39x2Pdd9dnugvACpR79MYvNNOd/3YvIuxnmx+47K+9t/8Q7WBvy13Lh6JQ/cc1egvODmd3KxziKyU1U3zk+P4sriYuAtIvJmIAFUiMjdQL+IrPKvKlYBB/31e4GGOfnrAfceqzQMIxDpKQ38g+LZO25ZYpvTl5zfs1DVbapar6pJvBvX/66q7wYeBG70V7sR+I7/+kHgBhEpFpEmoBV4IsfaOSGZTEatEAhXvR/56c+jVsgaF53BXW8X63ZYzvn0BPdfAVeIyB7gCv89qvoCsB3YBXwfuFlVpyKzDJGZtljXcNW7OeneHAsuOoO73i7W7bCcIw0WqvoTVb3Kfz2oqperaqv///Cc9W5V1WZVPVNVvxedcbi4WDHBXe9kY33UClnjojO46+1i3T4lg4VhGIbhBhYs8ggXx6EBd72feW5X1ApZ46IzuOvtYt0Oy9mCRR4hIlErBMJV78lp9259uegM7nq7WLfDcrZgkUfMPFzkGq56bzj/tVErZI2LzuCut4t1OyxnCxaGYRhGRixY5BEVFRVRKwTCVe+efe492+miM7jr7WLdDsvZgkUeUV1dHbVCIFz1fqmtI2qFrHHRGdz1drFuh+VswSKPmBkAzTVc9b7isjdGrZA1LjqDu94u1u2wnC1YGIZhGBmxYJFHxGKxqBUC4ar3mD+0s0u46AzuertYt8NytmCRRzQ1NUWtEAhXvR951L3B7Vx0Bne9XazbYTlbsMgjXGwfBXe9L998cdQKWeOiM7jr7WLdtnsWpwEzs3m5hqvepSUlUStkjYvO4K63i3U7LOeoplU1DMMInZc7Oti0+YrA+d+85VI+/YmPL6GRu1iwyCNcbB8Fd70f/vF/cPUipiiNAhedITrvxcyyB/Cjuz/Jpz+xhEI5wO5ZnAYMDg5GrRAIV73PWhdsXucocdEZ3PVurF8dtULWhPV9tCuLPGJkZISVK1dGrZE1X/qn23noRz8JlLezs4vzllZnwTSsrotoz8Fx0Rnc9a5d7t4T3GGdRyxYGIvmlZEjgS/1d2+7foltDMMIA2uGyiNcvKoA2N3+ctQKgdj5zHNRK2SNi87grreLdTus84gFizxCVaNWCERBgZvVqKigMGqFrHHRGdz1drFuh3Ueca8kTmH6+/ujVghE69pk1AqBOP+150StkDUuOoO73i7W7bDOIxYsDMMwjIzkPFiISIOI/FhEXhSRF0TkI376GSLysIjs8f9XzcmzTUTaRWS3iFyZa+dcUVlZGbVCIPb3H4paIRBd3b1RK2SNi87grreLdTus80gUVxaTwJ+q6tnARcDNInIO8DHgEVVtBR7x3+MvuwE4F9gKfFFE3GwAzYCrwaLvgJvNZx1de6NWyBoXncFdbxfr9ikTLFR1v6o+5b8+ArwIrAauAe70V7sTuNZ/fQ1wn6qOq2on0A5cmFPpHNHV1RW1QiA2nL8+aoVAXH6Je4PbuegM7nq7WLfDOo9E+pyFiCSB1wO/AGpVdT94AUVEVvirrQYen5Ot10873vZuAm4CqK+vp62tDYCamhoSiQS9vd6lcFlZGXV1dezZswfwejy0tLTQ3d1NKpUCYM2aNYyMjDA0NATA8uXLicVi9PV5cwmXl5dTW1tLR4c3XWRhYSHNzc10dXUxMTEBQDKZZHh4mOHhYQBqa2sREQ4cOAB4c+VWV1fPjhJ5+PBhwBs1cmYwsKamJgYHBxkZGQG8bnGqOnsTq7KyksrKytkKEo/HSSaTdHR0MDU1BUBzczP9/f0cPXoUgLq6OtLpNIcOeZfYVVVVVFRUsHev9+svkUjQ2NhIe3s709PTALS2ttLX18fo6Cgz5ZtKpRgYGGBN/Wr6isYZmyqioXgMgLHpQvZNlNKSOIIACrSnlrE6PkZpgefVM17Kupa1tCaOADCQLialBdTHvbkPRqeK6EsnaE143tMqdIyX0xAfI1EwxdVbtxCXKSoKJ6kq8sr8YLqYSS2gzt/GkakiDqYTNPvbmFShc7ycxvgohetaKEocoWu8jMrCCSqLvDLvTyeYVlgV9+rCyFSMgXSctQnvs6fV+42VLB4lJl75vJwqoyY2QUWht439EwkKBGpj3jaGJ2MMT8VJFo9y9dYtNMZH6Z4oo6n4KEXi9V7pSJWzIpZiWeEkAH0TJRTJNCti4wAMTcY5FI/PlldqupCeiVKai49S4G9jT6qculiKMn8bvRMlJGSaGn8b61rWkpCprI9TaeEkV2/dQmviSNbHCaAtHqemaDzQcZrZb66PE4DUeqehXH6fwJsatbS0lJ6eHgBKSkpoaGiYPacBrFu3jp6eHo75c4U0NDQwNjY2u42g570TIVF11xSRcuBR4FZV/ZaIDKtq5ZzlQ6paJSJfAB5T1bv99NuBh1T1gZNtf+PGjbpjx44QP8HS09XVRTKZjFoja2760EeY2vjuQHm/ue16rvvs9pznBTj0b59j+W//j5zvezF5F+O82H1H5R1lHSnccTdf/vxtgfNHwWLPIyKyU1U3zk+PpDeUiMSAB4BvqOq3/OR+EVnlL18FHPTTe4GGOdnrgb5cueYSFwMFwNPP7YpaIRA/+dnjmVfKM1x0Bne9XazbYZ1HougNJcDtwIuq+rk5ix4EbvRf3wh8Z076DSJSLCJNQCvwRK58c8lMk5ZrbHp9VKM7LY7fuuySqBWyxkVncNfbxbod1nkkinsWFwPvAZ4TkV/6abcAfwVsF5H3A93AdQCq+oKIbAd24fWkullVp3JunQNm2kRdIx6LMR61RACKi+NRK2SNi87grnfcwTm4wzqP5DxYqOrPADnB4stPkOdW4NbQpAzDMIyTYk9w5xHNzW6O+f/4zqejVgjE937046gVssZFZ3DX28W6HdZ5xIYozyP6+/upq4tm3P+3ves9dO87EChv5bLyJbbJDeevd2+8IhedwV3vlqZk1ApZE9Z5xIJFHjHTbzsKuvcdCDwnRerRLy+xTW6oW1kbtULWuOgM7nrXnFGVeaU8I6zziDVDGYZhGBmxK4s8IqomqMXyxFO/5JLNUVtkj4veLjqDu94/+NG/s2nzFYHyNq5eyQP33LXERpkJ6zxiwSKPmBniwzVKEyVRKwTCRW8XncFd73g8Ebh59tk7bllim4UR1nnEmqHyiJmxZVxj/TlnRq0QCBe9XXQG884lYZ1HLFgYhmEYGbFgkUdUVbnX8wKgo9PNuQpc9HbRGcw7l4R1HrFgkUdUVFRErRCI3r79USsEwkVvF53BvHNJWOcRCxZ5xMz4966x+eKLolYIhIveLjqDeeeSsM4jFiwMwzCMjFiwyCMSiUTUCoEYfmUkaoVAuOjtojOYdy4J6zxiwSKPaGxsjFohEP/xmJvTi7jo7aIzmHcuCes8Yg/l5RHt7e20tLQEzr+YwQA7O7sIOs3Lm6+4LGDOaHHR20VnMO9cstjzyImwYJFHzEzmHpTFDAa4e9v1gfdbWFgYOG+UuOjtojOYdy5Z7HnkRFgzlGEYhpERu7LII1pbW6NWCMR3f/AIb998U9QaWeOit4vOcHp6v9zREckghGGdRyxY5BF9fX2sXr06ao2s2XTB+VErBMJFbxed4fT0Tk9pJIMQhnUesWaoPGJ0dDRqhUDULq+JWiEQLnq76AzmnUvCOo9YsDAMwzAyYs1QeUR9fX3UCoF47MmnuMzBiW1c9HbRGcw7WxZzv+Ps1rV8/Sv/uMRGDgULEdkK3AYUAl9R1b+KWGnJ+ZM/38ZTz+4KnH8xz0oshkpHB0B00dtFZzDvbFnM/Y7B7//9Ett4OBEsRKQQ+AJwBdALPCkiD6pq8DNrHlKSKAlcQWBxz0oshrPPXPoHgHKBi94uOoN555JkQzidZJwIFsCFQLuqvgwgIvcB1wChBIvFPAl9oG8fK+uCHayzW9cSC5TTMAwjXERVo3bIiIi8Hdiqqv/Nf/8e4NdU9UPz1rsJmOkUfSawO6eii6cGGIhaIgDmnTtcdAbzziWLdV6jqsvnJ7pyZSHHSXtVlFPVLwNfDl8nHERkh6pujNojW8w7d7joDOadS8JydqXrbC/QMOd9PdAXkYthGMZphyvB4kmgVUSaRCQO3AA8GLGTYRjGaYMTzVCqOikiHwJ+gNd19quq+kLEWmHgahOaeecOF53BvHNJKM5O3OA2DMMwosWVZijDMAwjQixYGIZhGBmxYJFHiEihiDwtIt+N2mWhiEiXiDwnIr8UkR1R+ywEEakUkftF5CUReVFE3hC1UyZE5Ey/jGf+RkTkv0ftlQkR+RMReUFEnheRe0UkEbXTQhCRj/jOL+RzOYvIV0XkoIg8PyftDBF5WET2+P+rlmJfFizyi48AL0YtEYDLVPV1DvVHvw34vqqeBZyPA2Wuqrv9Mn4dsAEYA/4lWquTIyKrgQ8DG1V1PV7nlBuitcqMiKwH/gBv5IjzgatEJF9nJvsasHVe2seAR1S1FXjEf79oLFjkCSJSD/w28JWoXU5lRKQCuAS4HUBVJ1R1OFKp7Lkc6FDVvVGLLIAioEREioBS3Hg+6mzgcVUdU9VJ4FHgdyJ2Oi6q+lPg8Lzka4A7/dd3Atcuxb4sWOQPfwf8GRDObOvhocAPRWSnP9xKvrMWOATc4Tf5fUVEyqKWypIbgHujlsiEqu4D/gboBvYDr6jqD6O1WhDPA5eISLWIlAJv5lcfCs53alV1P4D/f8VSbNSCRR4gIlcBB1V1Z9QuAbhYVS8A3gTcLCKXRC2UgSLgAuBLqvp6YJQlukzPBf5DqW8Bvhm1Syb8tvJrgCagDigTkXdHa5UZVX0R+GvgYeD7wDPAZKRSeYAFi/zgYuAtItIF3Af8pojcHa3SwlDVPv//Qbw29AujNcpIL9Crqr/w39+PFzxc4U3AU6raH7XIAtgCdKrqIVVNA98Cfj1ipwWhqrer6gWqegleM8+eqJ2yoF9EVgH4/w8uxUYtWOQBqrpNVetVNYnXxPDvqpr3v8BEpExEls28Bn4L7xI+b1HVA0CPiJzpJ11OSEPdh8Q7caAJyqcbuEhESkVE8Mo67zsTAIjICv9/I/BW3Clz8IZCutF/fSPwnaXYqBPDfRh5Sy3wL955gCLgHlX9frRKC+KPgW/4TTovA++L2GdB+O3nVwAfiNplIajqL0TkfuApvGacp3Fn+IwHRKQaSAM3q+pQ1ELHQ0TuBS4FakSkF/gk8FfAdhF5P17Avm5J9mXDfRiGYRiZsGYowzAMIyMWLAzDMIyMWLAwDMMwMmLBwjAMw8iIBQvDMAwjIxYsDCMgIvITEblyXtp/F5EvnmR9VwZbNIxfwYKFYQTnXl49iqoT4zYZRrZYsDCM4NyPN3x1MYCIJPHGQHqXiOzw50L49PEyisjROa/fLiJf818vF5EHRORJ/+/i0D+FYSwACxaGERBVHQSe4L/mE7gB+Gfg4/7cHucBm0XkvCw2exvwt6q6CXgbNmS9kSfYcB+GsThmmqK+4///feB6f7j2ImAVcA7w7AK3twU4xx9CBaBCRJap6pEltTaMLLFgYRiL49vA50TkAqAEGAI+CmxS1SG/eel4U4nOHWdn7vIC4A2qeiwcXcMIhjVDGcYiUNWjwE+Ar+JdZVTgzZHxiojU4g0pfjz6ReRsESngV2dh+yHwoZk3IvK6ELQNI2ssWBjG4rkXb67m+1T1GbzRVV/ACyA/P0GejwHfBf4dbxa5GT4MbBSRZ0VkF/DB0KwNIwts1FnDMAwjI3ZlYRiGYWTEgoVhGIaREQsWhmEYRkYsWBiGYRgZsWBhGIZhZMSChWEYhpERCxaGYRhGRv5/Ljj0HMkD/gcAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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VuFn1AucWlri5xTpZOBwOhyM9Yp0s1qxZE7VCIJbdDnS1R60QiNW4WfUC5xaWuLnFOlnk5+dHrRCIZbfJiYmoFQKxGjerXuDcwhI3t1gni76+vqgVArHs1tiyOWqFQKzGzaoXOLewxM0t1snC4XA4HOkR62RRUlIStUIglt2Gnj8StUIgVuNm1QucW1ji5hbrZFFVVRW1QiCW3Xo62qJWCMRq3Kx6gXMLS9zcYp0s2tvt9uqx7HbOlldErRCI1bhZ9QLnFpa4ucU6WTgcDocjPWKdLHJzc6NWCMSy2/TUZNQKgViNm1UvcG5hiZtbrJNFU1NT1AqBWHZ7+vFHolYIxGrcrHqBcwtL3NxinSw6OzujVgjEstuZ55wftUIgVuNm1QucW1ji5hbrZDE5abc5xbJborA4aoVArMbNqhc4t7DEzS3WycLhcDgc6RHrZNHQ0BC1QiCW3fY9sStqhUCsxs2qFzi3sMTNLdbJYmhoKGqFQCy7raleH7VCIFbjZtULnFtY4ubmkoVRonS75qor2Ll9y9xfV2fHi16vrFoXkdnSWK1Tq17g3MISN7esJQsRqROR/xCRfSLytIh8yC8/Q0TuF5H9/v/ylHWuF5E2EXlWRF6XUr5FRPb4r31WRCRb3g44fKCL+67bOPdn+b4Kh8OxMmTzzGIa+LCqvgy4CPiAiGwGPgY8oKrNwAP+c/zXrgTOAnYAnxeR5J0lXwCuBZr9vx2ZEIzb2C6Zoue5/VErBGI1bla9wLmFJW5uWUsWqnpQVR/zHx8D9gHrgcuBW/3FbgXe7D++HLhTVSdUtQNoA7aJyDqgVFUfUlUFvpGyzrKwfIJi2W12diZqhUCsxs2qFzi3sMTNLS/jW1wAEWkAzgd+BVSp6kHwEoqIrPUXWw88nLJar1825T+eX77Qfq7FOwOhtraW1tZWACorK0kkEvT2epspLi6mpqaGp556isrKSnJycti4cSPd3d2Mj48DsGHDBoaHh+cmPl+zZg35+flzk4qUlJRQVVU1N2BXbm4uTU1NdHZ2zvVxbmhoYGhoaK79sKqqChHh0KFDAJSWllJRUUFHh3dNID8/n8bGRjo6Ojh48CCVlZU0NjYyODjI8PAwANXV1agq/f39AJSVlVFWVjZ3E05BQQENDQ20t7czM+N9qTc1NdHf38/IyAgANTU1TE1NceSIN9R4eXk5paWldHV1AdC8+TzgOG15m5iVHC7ZkYsyQ19uPcdzSrjoktWMjo4yPj7OwMAAABUVFRQVFdHT0wNAYWEhdXV1c3UA0NLSQk9PD2NjYwDU1dUxOjrK4ODgovW0f793JpNOPY2NjdHU1LRi9TQ1NQWwZD2NjIxw9tlnZ7SeEokE9fX1tLW1MTs769VdczN9fX0cP34c8D4HS9XT2NjY3HtdqXpK9/O0b98+ysvLV6yeTubz1NnZSWVl5YrV08l8ngYGBti0aVOoegpCvB/r2UNESoAHgRtV9bsiMqSqZSmvH1XVchH5HPCQqt7ml98C/BjoBj6pqpf65a8CPqqqOxfb79atW3XXrsW7eLa2ttLS0rKMd5c9onTbuX0L9123ce755o/8iL2ffsPc848/Xs0//K+bo1BbEqt1atULnFtYTlc3Edmtqlvnl2e1N5SI5AP3AN9S1e/6xf1+0xL+/8N+eS9Ql7J6LdDnl9cuUL5sSktLM7GZrGDZ7fkj/VErBGI1bla9wLmFJW5u2ewNJcAtwD5VvSnlpXuBq/3HVwM/SCm/UkRWiUgj3oXsR/wmq2MicpG/zXenrLMsKioqMrGZrGDZ7VBvV9QKgViNm1UvcG5hiZtbNs8sLgbeBfyOiPza/3s98CngMhHZD1zmP0dVnwbuAvYCPwU+oKrJK6nvB76Cd9G7HfhJJgSTbZsWsey2+fxtUSsEYjVuVr3AuYUlbm5Zu8Ctqr8Agi7JvzZgnRuBGxco3wWcnTk7h8PhcJwMsb6DOz8/P2qFQCy7TU6MR60QiNW4WfUC5xaWuLnFOlk0NjZGrRCIZTfLAwlajZtVL3BuYYmbW6yTRdzaHDPFy847oVedGazGzaoXOLewxM0t1skieaOORSy7FaxKRK0QiNW4WfUC5xaWuLnFOlk4HA6HIz1inSzi1uaYKfY+/kjUCoFYjZtVL3BuYYmbW6yTRXKsG4tYdquuDR4/Jmqsxs2qFzi3sMTNLdbJIjmYmEUsu52xxu7QzFbjZtULnFtY4uYW62ThcDgcjvSIdbKorq6OWiEQy25dbc9ErRCI1bhZ9QLnFpa4ucU6WWR7ePblYNktJyd36YUiwmrcrHqBcwtL3NxinSySE55YxLJb3Uubo1YIxGrcrHqBcwtL3NxinSwcDofDkR6xThZlZWVRKwRi2W2g/2DUCoFYjZtVL3BuYYmbm0sWRrHsduTQgagVArEaN6te4NzCEje3WCeL5KTsFrHsZnkgQatxs+oFzi0scXOLdbJwOBwOR3rEOlkUFBRErRCIZbfxseNRKwRiNW5WvcC5hSVubrFOFg0NDVErBGLZ7dk9j0etEIjVuFn1AucWlri5xTpZtLe3R60QiGW3s87fFrVCIFbjZtULnFtY4uYW62QxMzMTtUIglt3y8u2efluNm1UvcG5hiZtbWslCRM7O+J4dDofDccqQ7pnF/xGRR0TkT0SkLJtCK0lTU1PUCoFYdtuz+6GoFQKxGjerXuDcwhI3t7SShaq+Evh9oA7YJSK3i8hlGbdZYeI2tkumqGvcGLVCIFbjZtULnFtY4uaW9jULVd0PfBz4S2A78FkReUZErsi41QoxMjIStUIglt3KzlgTtUIgVuNm1QucW1ji5pbuNYtzReQzwD7gd4Cdqvoy//FnMm7lcDgcDlPkpbncvwJfBm5Q1bFkoar2icjHs2K2AtTU1EStEIhlt47WvVErBGI1bla9wLmFJW5u6SaL1wNjqjoDICI5QEJVR1X1mxm3WiGmpqaiVgjEslvBqlVRKwRiNW5WvcC5hSVubules/g5UJjyvMgvO6U5cuRI1AqBWHZbv8FuLxCrcbPqBc4tLHFzSzdZJFR17oqJ/7go4zYOh8PhMEm6yeK4iFyQfCIiW4CxRZZHRL4qIodF5KmUsk+IyAER+bX/9/qU164XkTYReVZEXpe6LxHZ47/2WRGR9N/e4pSXl2dqUxnHstvhg71RKwRiNW5WvcC5hSVubules/hz4Dsi0uc/Xwf83hLrfB3vwvg35pV/RlU/nVogIpuBK4GzgBrg5yLS4l8j+QJwLfAw8GNgB/CTNL0XpbS0NBObyQqW3Y4OHI5aIRCrcbPqBc4tLHFzS/emvEeBTcD7gT8BXqaqu5dY57+A59P0uBy4U1UnVLUDaAO2icg6oFRVH1JVxUs8b05zm0vS1dWVqU1lHMtuZ55zwdILRYTVuFn1AucWlri5ncxAghcC5wLnA+8UkXeH3OcHReRJv5kqea60HuhJWabXL1vvP55f7nA4HI4VJK1mKBH5JtAE/BpIDmeY/KV/MnwB+Ht/3b8H/hn4I2Ch6xC6SHmQ57V4TVbU1tbS2toKQGVlJYlEgt5eL+8UFxdTU1PD0NAQra2t5OTksHHjRrq7uxkfHwdgw4YNDA8Pc/ToUQDWrFlDfn4+fX1eS1xJSQlVVVVzQwHn5ubS1NREZ2cnk5OTgDem/NDQEENDQwBUVVUhIhw6dAjwThUrKiro6OgAID8/n8bGRjo6OubcGhsbGRwcZHh4GIDq6mpUde52/rKyMsrKyuamUSwoKKChoYH29va5kSebmpro7++fu6uzpqaGqampuR4T5eXllJaWzv0aad58HnCctrxNzEoOl+zIRZmhL7ee4zklVK4tYHR0lPHxcQYGBgCoqKigqKiInh4v5xcWFlJXVzdXBwAtLS309PQwNuZd7qqrq2N0dJTBwcFF62n//v0AadXT7OwsIyMjK1ZPyS6KS9XT5OQkk5OTGa2nRCJBfX09bW1tzM7OenXX3ExfXx/Hj3sTVNXW1i5ZT4lEYsXrKd3P08jIyJzbStTTyXyekp/Rlaqnk/k8DQ0N8fzzz4eqpyDEa91ZHBHZB2zWdBZ+8XoNwA9V9YRRa1NfE5HrAVT1k/5r/wZ8AugE/kNVN/nl7wQuUdXrltr31q1bddeuXSej6/DZuX0L9133wvhPmz/yI/Z++g0vvP7FNu57cNFWSIfDcYoiIrtVdev88nQvcD8FVAMHlymxTlWT23iLv12Ae4HbReQmvAvczcAjqjojIsdE5CLgV8C7gf+9HIdU2tra2LjR5qB4lt3O2fKKqBUCsRq3lfB661XvovvAoZNe76It59N36CD33G7v/lqr9Qnxc0s3WVQCe0XkEWAiWaiqbwpaQUTuAC4BKkWkF/hb4BIReTleU1IncJ2/nadF5C5gLzANfCB5tzjeRfWv490U+BMy1BMKmDsltIhlt5zc3KgVArEat5Xw6j5wiHPf848nvd76xDEe/sIns2C0fKzWJ8TPLd1k8YmT3bCqvnOB4lsWWf5G4MYFyncBbvIlhyOLPNfezoXbT37Wgfr11SbPSByZJ61koaoPisgGoFlVfy4iRYDdn5dp0tzcHLVCICvtds1VV3D4gHdBrquzAwg+hX3ikV+skNXJY7VOrXoB7B8vYWpGQ52VPPm1G7Jg9AKW4xY3t3SHKH8vcDfwRb9oPfD9jNusMMmeGBZZabfDB7q477qN3HfdRqanJhddtrFl8wpZnTxW69SqF0BN/njUCoFYjlvc3NK9z+IDwMXAMMxNhLQ24zYrTLLbmkUsu5WWnRG1QiBW42bVC6A4dzpqhUAsxy1ubukmiwlVnfu5KSJ5LHK/g8PhcDhOL9JNFg+KyA1AoT/39neA+7KntTLU1tZGrRCIZbf2Z/ZErRCI1bhZ9QLonSxceqGIsBy3uLmlmyw+BhwB9uB1d/0x3nzcpzTJuxYtYtmtqHh11AqBWI2bVS+AhNjtAmo5bnFzS3cgwVlV/bKqvl1V3+Y/PuWboZK31lvEstu6uoaoFQKxGjerXgCV+RNLLxQRluMWN7d0x4bqYIFrFKr60owbORwOh8Mc6d6UlzpOSAJ4O2C3S0yaVFRURK0QiGW3Qwe6o1YIxGrcrHoBDE4XhF437M18kN4NfZbjFje3dG/KG5xX9C8i8gvgbzJutIIUFdmdGday27HfHI1aIRCrcbPqBTA6k+5vxhMJezMfpHdDn+W4xc0t3ZvyLkj52yoi7wPsXuVMk+Twvxax7OYNYW4Tq3Gz6gVQt2o0aoVALMctbm7p/qT455TH03iDAL4j4zYOhyP06LEdHZ2cmwUfhwPSb4Z6TbZFoqCw0G7/cstuI8NDUSsEYjVuJ+MVdvTYZ68P9/ttdNbuMG9W6xPi55Zub6j/vtjrqnpTZnRWlrq6uqgVArHs1v7MU0svFBFW42bVC+DApN22d8txi5tbujflbcWbVyI5L/b7gM141y1O2WsXqVMUWsOy23kXXhy1QiBW42bVC2Bj4ljUCoFYjlvc3E5m8qMLVPUYgIh8AviOqv5xxo0c9pGFpkZ3nKq42nSkQ7pnFvVA6rjVk0BDxm0cpwan/s37jhRcbTrSId0zi28Cj4jI9/COrbcA38ia1QrR0tIStUIglt2eePSXUSsEYjVuVr0A2sbttiRbjlvc3NIdG+pG4D3AUWAIeI+qhrsTxxBx6yedKZo22Z3l1mrcrHoBrC9w91mEIW5u6TZDARQBw6p6M9ArIo0Zt1lhxsbGolYIxLJbSWlZ1AqBWI2bVS+AopyZqBUCsRy3uLmlewf33wJ/CVzvF+UDt2XcxuFwOBwmSffM4i3Am4DjAKraxyncZTZJ3PpJZ4r9e5+IWiEQq3Gz6gXQM+HuswhD3NzSTRaT/vwVCiAixRk3iYDRUbtttZbdVr+kPGqFQKzGzaoXQJHhObgtxy1ubukmi7tE5ItAmYi8F/g58OWM26wwg4PzB9O1g2W36vX1USsEYjVuVr0AKvIml14oIizHLW5uS3adFREBvg1sAoaBM4G/UdX7M27jcDgcDpMsmSxUVUXk+6q6BTitEkRlZWXUCoFYdjvY0xm1QiBW42bVC2BgalXUCoFYjlvc3NJthnpYRC7M+N4jJpFIRK0QiGW30eN2xxKyGjerXgDjejI96FcWy3GLm1u6R8lr8BJGu4g8KSJ7ROTJjNusML29vVErBGLZrWnTOVErBGI1bla9AGoL7N4vYDlucXNbtBlKROpVtRv43Yzv2eFwOBynDEtds/g+3mizXSJyj6q+dQWcVoziYrs9gC27DQ89H7VCIFbjZtUL4Pgy5uDONpbjFje3pY6S1NGLX5rxvUdMTU1N1AqBZNvtmquu4PCBrrnnXZ0dwMa01u1o3Zslq+VjtU6tegH0Tdlte7cct7i5LXXNQgMeL4mIfFVEDovIUyllZ4jI/SKy3/9fnvLa9SLSJiLPisjrUsq3+NdI2kTks35X3oywf//+TG0q42Tb7fCBLu67buPc3/RU+n3tz9v2yiyaLQ+rdWrVC6A5MRK1QiCW4xY3t6WSxXkiMiwix4Bz/cfDInJMRIaXWPfrwI55ZR8DHlDVZuAB/zkishm4EjjLX+fzIpKcGPgLwLVAs/83f5sOh8PhyDKLJgtVzVXVUlVdrap5/uPk89Il1v0vYH7j9uXArf7jW4E3p5TfqaoTqtoBtAHbRGQdUKqqD/nDjXwjZZ1lk5Njt8ugZbfZGbujlFqNm1UvgFm1O1ee5bjFzW2lr2xVqepBAFU9KCJr/fL1wMMpy/X6ZVP+4/nlCyIi1+KdhVBbWzs3D21lZSWJRGKuO1lxcTE1NTXMzs7S2tpKTk4OGzdupLu7m/HxcQA2bNjA8PAwR48eBWDNmjXk5+fT19cHQElJCVVVVbS3twOQm5tLU1MTnZ2dTE56TToNDQ0MDQ0xNDTkvfmqKkSEQ4cOAVBaWkpFRQUdHR0A5Ofn09jYSEdHx5xbY2Mjg4ODDA97J3LV1dWoKv39/QCUlZVRVlZGZ2cnAAUFBTQ0NNDe3s6M/6Xe1NREf38/IyNec0NNTQ2VVetozd8MQPnMIMWrS+eeX3CRdx9FW94mZiWHS3bkoszQl1vP8ZwScnKfZ3R0lPHxcQYGBgCoqKigqKhobhz9wsJC6urqXjQXcEtLCz09PXPDJ9fV1TE6Ojo3NEFQPSVPqdOtp5GRkRWrp6mpKYC06mlycjKterp42xaqE8fomywkT2ZZmz8BwNHpAoZn8tiwyhv3Z3w2l57JIppWjZAjys4dlwJKTf44xf54T72ThSRklkp/G4PTBYzO5FHnb2N0Npf2iRJ2vu5SmhPHULzJkNYXjM4NXd4zUURR7vTcsCADU6sY1xxqC8bYueNSavLH6JtKzDVnzarQPlFCXcEoCX8bXRNFlOZOU+5v4/DUKsrLXjJ3fATVU15e3twyK1VP6X6ekp/RmpoapqamOHLkCADl5eWUlpbS1eVdE0wkEtTX19PW1sbs7CwAzc3N9PX1cfz4ccD7vsr05+n5558P9XkKQjSLU2SKSAPwQ1U9238+pKplKa8fVdVyEfkc8JCq3uaX3wL8GOgGPqmql/rlrwI+qqo7l9r31q1bddeuXYsu093dTX29zXGOsu22c/sW7rvuhQvamz/yI/Z++g0nPF7o+X//v8Xc9IWvZs1tOVit05PxunD7ZZz7npOfW+w717+Dt3/yrpNer65glJs+/Ieh1g27T4Anv3YDjz64+KAQVusTTl83Edmtqlvnl6/0eVS/37SE//+wX94LpI6pWwv0+eW1C5RnhGQ2tYhlt6ISu6PTW42bVS9g7te/RSzHLW5uK50s7gWu9h9fDfwgpfxKEVnlz8DXDDziN1kdE5GL/F5Q705Zx+FwOBwrRNauWYjIHcAlQKWI9AJ/C3wKb7jza/CamN4OoKpPi8hdwF5gGviAqiZ/7rwfr2dVIfAT/y8jLNY+FzWW3Z7d81jUCoFYjZtVL/CuJ1jFctzi5pa1ZKGq7wx46bUBy98I3LhA+S7g7AyqzTE8PMyaNWuysellY9mtvHLt0gtFhJW4vfWqd9F94NDc84a69XT2HEhr3Y6OTs7NltgClBqe/MhKfS5E3Nzs3ue/Ahw9etRsZVt2W7uudumFIsJK3LoPHHrRRermxDFKx9O71vPs9e/IltaClBue/MhKfS5E3NzsdhR2OBwOhxlifWZh9VcB2HY70NUetUIgVuN22PAEQ1G5PdfezoXbL1t0mXVVaznYf/hFZfXrq7nn9m9mUy0trB5rkB23WCeL/Pz8qBUCsew2OTERtUIgVuM2bXiCoajcpmZ0yftJinOmWTP74q+pJ792Qza10sbqsQbZcbN7BK8Aybt8LWLZrbFlc9QKgViNW43hCYacWzisHmuQHbdYJwuHw+FwpEesk0VJSUnUCoFYdht6/kjUCoFYjdsxwxMMObdwWD3WIDtusU4WVVVVUSsEYtmtp6MtaoVArMbtsOEJhpxbOKwea5Adt1gni+QIlxbJhts1V13Bzu1b2Ll9iz8zXjjO2fKKDFplFqt12mR4giHnFg6rxxpkx83uOZ4j4yRnxwPY/JFnI7ZxOBynErE+s8jNzV16oYiw7HYyU7CuNFbjNm14giHnFg6rxxpkxy3WyaKpqSlqhUAsuz39+CNRKwRiNW4dE3Yvhjq3cFg91iA7brFOFsnZsCxi2e3Mc86PWiEQq3GrLzgetUIgzi0cVo81yI5brJNFclpNi1h2SxQWR60QiNW4rcqZjVohEOcWDqvHGmTHLdbJwuFwOBzpEetk0dDQELVCIJbd9j2x+NzmUWI1bp0Tds/GnFs4rB5rkB23WCeLoaGhqBUCsey2pnp91AqBWI1bWa7dJgvnFg6rxxpkx80lC6NYdqusWhe1QiBW41aWNxW1QiDOLRxWjzVwycLhcDgcERHrZBG3sV0yRc9z+6NWCMRq3PoNj3Hk3MJh9VgDNzZUxhGxe3eoZbfZ2ZmoFQKxGrdZjdogGOcWDqvHGmTHLdZjQx06dIjS0tKoNRbEstuGjZuiVggk03F761XvovvAoZNer6Ojk3NTnq8rGGf/uM2Z1dYVjEetEIjluFn+jGbDLdbJwuFYiu4Dh5ac+nMhnr3+HVmwcTiiI9bNUFZ/FYBtt+eP9EetEIjVuA3P2Px1DM4tLFaPNciOW6yTRUVFRdQKgVh2O9TbFbVCIFbjNjBVELVCIM4tHFaPNciOW6yTRUdH+AmAso1lt83nb4taIRCrcXtpwu6AeM4tHFaPNciOm7tm4XA4Timea2/nwu2XnfR69euruef2b2bBKB7EOlnk59ttD7XsNjlht/eM1bhNqd2T+FPNbWpGQ3U6ePJrN2RCaQ6rxxpkxy3WyaKxsTFqhUAy4XbNVVdw+MAL1xe8ebc3Lnu7lgcStFqnlgfEc27hsHqsQXbc7P6kWAFO9zbH5Jzbyb9MTYf6svO2ZmQ72cBqnTasstv27tzCYfVYg+y4xTpZTE3ZHaTMslvBKrtDMFiNW77YncTHuYXD6rEG2XGLJFmISKeI7BGRX4vILr/sDBG5X0T2+//LU5a/XkTaRORZEXldFM4Oh8MRZ6I8s3iNqr5cVZNtGh8DHlDVZuAB/zkishm4EjgL2AF8XkRyMyEQtzbHTLH38UeiVgjEatyeG7fb9u7cwmH1WIPT/5rF5cCt/uNbgTenlN+pqhOq2gG0ARnp6D84OJiJzWQFy27VtRuiVgjEatwq8+1O4uPcwmH1WIPsuEXVG0qBn4mIAl9U1S8BVap6EEBVD4rIWn/Z9cDDKev2+mUnICLXAtcC1NbW0traCkBlZSWJRILe3l4AiouLqamp4bnnnmN4eJicnBw2btxId3c34+Net9ANGzYwPDzM0aNHAVizZg35+fn09fUBUFJSQlVVFe3t7QDk5ubS1NREZ2fn3GTpDQ0NDA0NzU1EUlVVhYhw6JA3MF1paSkVFRVzF6Py8/NpbGyko6ODgwcPMjw8TGNjI4ODgwwPDwNQXV2NqtLf7w25UVZWRllZGZ2dnQAUFBTQ0NBAe3s75217Ja35Z9A09Qz9uTVcsuNNtOafSc10D+vrG2nN3wxA+cwgxatL555fcNExANryNjErOVyyIxdlhr7ceo7nlHDW+asZHR1lfHycgYEBwLtjtKioiJ6eHgAKCwupq6ubqwOAlpYWenp6GBsbA6Curo7R0dG5Azuonvbv94ZET6eexsbGKCkpyVg9XbxtC0X54wxMFczdIDalOXROFNOw6vhcm/pz48VU5k9Smuu1Fdesq6I0d4qqfM+zOGea56cL5i7YTszm0D1ZTOOqEfLEG1q1fbyEtfnj7NxxKc2JY/RNFpIns6zNnwDg6HQBwzN5bFg1CsD4bC49k0U0rRohR5SdOy4FlJr8cYpzpwHonSwkIbNU+tsYnC5gdCaPOn8bo7O5FOXMsPN13j4VaBtfzfqCUYpyvNGFeyaKKMqdpiLPi9fA1CrGNYfagjF27riUmvwx+qYSNCdGAJhVoX2ihLqCURL+NromiijNnabc38bhqVVUra2kOeEda8dm8jg8laDJ38a0Ch0TJdQXHJ+LaedEMWW5k3Px6Z9KMKsvDIQ4PJO/aD2t3raFqamp0J+nmRnvvTQ1NdHf309nZyfDw8PU1NQwNTXFkSNHACgvL6e0tJSuLq8nYiKRoL6+nra2NmZnveOlubmZvr4+jh/3XGtrazP6eRoYGKCgoCDU5ykIUV35MYBFpEZV+/yEcD/wp8C9qlqWssxRVS0Xkc8BD6nqbX75LcCPVfWexfaxdetW3bVr8S6era2ttLS0LPPdZIdMuO3cvoX7rnuhq+zmj/yIvZ9+wwmPT+Y1gI8/Xs0//K+bl+WWLTJdpxduvyxUn/7vXP8O3v7Ju+aeNyeOsX98dah1w+4zXZoTx/jHv7hmRfeZ7roLxS3sPp/82g08+uD9J71eEKfr94eI7E65PDBHJM1Qqtrn/z8MfA+vWalfRNYB+P8P+4v3AnUpq9cCfZnwqK6uzsRmsoJlt662Z6JWCMRq3A5O2u1B5tzCYfVYg+y4rXiyEJFiEVmdfAz8N+Ap4F7gan+xq4Ef+I/vBa4UkVUi0gg0Axm5whrFWVW6hHW75qor2Ll9Czu3b/Fvwss8OTkZ6V+QFazWaY7deXKcW0isHmuQHbcoziyqgF+IyBN4X/o/UtWfAp8CLhOR/cBl/nNU9WngLmAv8FPgA6qakanaku2UFgnrlnojXqZuwptP3Uubs7LdTGC1TpPXLizi3MJh9ViD7Lit+AVuVX0OOG+B8kHgtQHr3AjcmGU1h8PhcARgqevsilNWVha1QiCW3Qb6D0atEIjVuA1N2x10zrmFw+qxBtlxc8nCKJbdjhw6ELVCIFbjNjRjdxIf5xYOq8cauGSRcZJ9qS1i2c3yQIJW42Z5QDznFg6rxxpkxy3WQ5Q74sFbr3oX3QcOhVq3o6OTczPs43CcisQ6WRQU2D3Ftew2Pmb3195Cces+cCjUjXUAz17/juUqAd4d21ZxbuGw/BnNhlusk0VDQ0PUCoFYdnt2z+NRKwRiNW7dk3YHxIuLW9jpWGHhKVmtHmuQHbdYJ4v29naampqi1lgQy25nnZ+RcRyzgtW4Na4aoWOiJGqNBWlcNRK1QiCZjFvY6Vhh4SlZrR5rkB03u+d4K0ByYDCLWHbLy7d7+m01bsnBAi3i3MJh9ViD7LjFOlk4HA6HIz1inSysnkKCbbc9ux+KWiEQq3FrH7fZBAXOLSxWjzXIjlusk8XpMLZL6sCB2Rw8MJW6xo1LLxQRVut0reExjpxbOKwea3CajA1liZERuxf20nVLDhyYZPNHns2W0hxlZ6zJ+j7CYrVOV+dOc2gqaouFWe1PlGQRy3GzeqxBdtxifWbhcDgcjvSIdbKoqamJWiEQy24drXujVgjEatz6JgujVgjEuYXD6rEG2XGLdbKYmjJ6fottt4JVq6JWCMRq3PL8ubot4tzCYfVYg+y4xTpZJCdYt4hlt/Ub7PYCsRq3tfkTUSsE4tzCYfVYg+y4xfoC96nINVddweEDXXPPvd5PdnsnORyO04NYJ4vy8vKoFQIJcoui99MJDgd7V3yf6WK1To9O273r3bmFw+qxBtlxi3WyKC0tjVohEMtuRwcOR60QiNW4Dc/Y/ag5t6VZaBDCosJCRsfGFl1voQEIV4JsfA5s1EREdHV10dLSErXGglh2O/OcCyLZbzrzUly8bQu/fGT3i8oszEmxYdUo+8dXR2yxMBtWjUatEIiVuC00CGFz4tiSbgsNQLgSZOP7I9bJwnFqkc68FNWJY5x71ltfVJapOSkcjjgT695QiUQiaoVALLuNjhyLWiGQ8dncqBUWxKoXOLewWHbLxvdHrM8s6uvro1YIJNUttQeUhd5P+/c+Een+F6NnsihqhQWx6gXOLSyW3bLx3RbrM4u2traoFQJJdUv2gLrvuo1MT01GaOVxzpZXRK0QSJPRiXyseoFzC4tlt2x8t8U6WczO2r071LJbTq7d0+8co5PlWPUC5xYWy27Z+P6IdTOUVa656grWra/jiUd+AdhoenI4HPEm1smiubk5aoUFOXygi6+8MR8530sQUdx4txjJJGaR/UYny7HqBc4tLOm4LXR/Rros5x6NbHy3xTpZ9PX1sX79+qg1FqQvt571M91RayxIY8vmqBUCqckfp2/K3kilVr3Ac7OK9bgt5bbQ/Rnpspx7NLLx3RbrZHH8+PGoFQI5nlMCRueDLy07Y1nrp3Nz3UKkc3Ndce40GBwM1KoX+G5GMR83o27Z+G6LdbKwxIndY09f0rm5biHczXUOR3TEOlnU1tZGtu+FRo998pNe2+bmjzxL7XRX0KqR0/7MnqgVAuk1OlmOVS9wbmGx7JaN77ZTJlmIyA7gZiAX+Iqqfmq52xwfH6eoaGVurFksOcCJF7HHpZAitdlMVlS8OnRTEmR3rKaEzLL40G7RYNULPDerWI+bVbdsfLedEslCRHKBzwGXAb3AoyJyr6oua37PgYEBzjhjee3vizG/aWmx5HCCW+5azpgdyJpbkl2PPc7Y+ATj4xP83//3MMCLHi/0PK/oVTz484e5/H/cHmqf2WxOqsyf4OiMvWGtrXqB52YV63HLplvYnlT166v55Cf+OuPfbadEsgC2AW2q+hyAiNwJXA5kZTLo+WcBvX2HqK2pPuHxUq/Nb1rKFskvfCDtL/3k49HRUarOvICcvMOsrtsE8KLHCz3P71nN5JTdi6IOx+lA2J5U2RrpVlTt3oWYRETeBuxQ1T/2n78L+C1V/eC85a4FrvWfngks9Q1dCWT/53s4nFs4rLpZ9QLnFpbT1W2Dqq6ZX3iqnFnIAmUnZDlV/RLwpbQ3KrJLVbcuRyxbOLdwWHWz6gXOLSxxcztVxobqBepSntcCfRG5OBwOR+w4VZLFo0CziDSKSAFwJXBvxE4Oh8MRG06JZihVnRaRDwL/htd19quq+nQGNp12k1UEOLdwWHWz6gXOLSyxcjslLnA7HA6HI1pOlWYoh8PhcESISxYOh8PhWJLYJQsRqROR/xCRfSLytIh8KGqnJCKSEJFHROQJ3+3vonaaj4jkisjjIvLDqF1SEZFOEdkjIr8WkV1R+6QiImUicreIPOMfdybmpRWRM/14Jf+GReTPo/ZKIiJ/4X8OnhKRO0QkEbVTEhH5kO/1dNQxE5GvishhEXkqpewMEblfRPb7/8uXu5/YJQtgGviwqr4MuAj4gIhYmaBhAvgdVT0PeDmwQ0QuilbpBD4E7ItaIoDXqOrLDfZ9vxn4qapuAs7DSPxU9Vk/Xi8HtgCjwPeitfIQkfXAnwFbVfVsvI4tV0Zr5SEiZwPvxRtZ4jzgjSIS5UxqXwd2zCv7GPCAqjYDD/jPl0XskoWqHlTVx/zHx/A+uCZmQFKP5Czw+f6fmR4IIlILvAH4StQupwoiUgq8GrgFQFUnVXUoUqmFeS3QrqqWhjvOAwpFJA8ows69VS8DHlbVUVWdBh4E3hKVjKr+F/D8vOLLgVv9x7cCb17ufmKXLFIRkQbgfOBXEavM4Tfz/Bo4DNyvqmbcgH8BPgpYHKZUgZ+JyG5/2BcrvBQ4AnzNb777iogURy21AFcCd0QtkURVDwCfBrqBg8BvVPVn0VrN8RTwahGpEJEi4PW8+KZhC1Sp6kHwfiADa5e7wdgmCxEpAe4B/lxVh6P2SaKqM36zQC2wzT/ljRwReSNwWFV3R+0SwMWqegHwu3hNi6+OWsgnD7gA+IKqng8cJwNNApnEv9H1TcB3onZJ4rexXw40AjVAsYj8QbRWHqq6D/gn4H7gp8ATeM3bpzWxTBYiko+XKL6lqt+N2mch/KaK/+TEtsiouBh4k4h0AncCvyMit0Wr9AKq2uf/P4zX7r4tWqM5eoHelDPEu/GShyV+F3hMVfujFknhUqBDVY+o6hTwXeC3I3aaQ1VvUdULVPXVeE1A+6N2mke/iKwD8P8fXu4GY5csRETw2o/3qepNUfukIiJrRKTMf1yI94F5JlIpH1W9XlVrVbUBr8ni31XVxC89ESkWkdXJx8B/w2sqiBxVPQT0iMiZftFrydLQ+svgnRhqgvLpBi4SkSL/M/tajHQMABCRtf7/euAK7MXvXuBq//HVwA+Wu8FTYriPDHMx8C5gj39tAOAGVf1xdEpzrANu9Sd7ygHuUlVTXVSNUgV8z/tOIQ+4XVV/Gq3Si/hT4Ft+c89zwHsi9pnDb3O/DLguapdUVPVXInI38BheE8/j2Bpe4x4RqQCmgA+o6tGoRETkDuASoFJEeoG/BT4F3CUi1+Al3rcvez9uuA+Hw+FwLEXsmqEcDofDcfK4ZOFwOByOJXHJwuFwOBxL4pKFw+FwOJbEJQuHw+FwLIlLFg5HSETkP0XkdfPK/lxEPr/I8tYGOXQ40sIlC4cjPHdw4kiopsZYcjgyhUsWDkd47sYbnnoVzA1MWQNcJSK7FpuTRERGUh6/TUS+7j9eIyL3iMij/t/FWX8XDkcauGThcIREVQeBR3hh/K4rgW8Df+XPqXEusF1Ezj2Jzd4MfEZVLwTeihsO3mGEOA734XBkkmRT1A/8/38EvMMfJj0PbwiXzcCTaW7vUmCzP3QJQKmIrPbnXnE4IsMlC4djeXwfuElELgAKgaPAR4ALVfWo37y00HSgqePspL6eA7xCVceyo+twhMM1Qzkcy8Cf2fA/ga/inWWU4s1Z8RsRqcIb/nsh+kXkZSKSw4tnWfsZ8MHkExF5eRa0HY6TxiULh2P53IE3F/OdqvoE3gipT+MlkF8GrPMx4IfAv+PNBJfkz4CtIvKkiOwF3pc1a4fjJHCjzjocDodjSdyZhcPhcDiWxCULh8PhcCyJSxYOh8PhWBKXLBwOh8OxJC5ZOBwOh2NJXLJwOBwOx5K4ZOFwOByOJfn/COa6b6ylHwUAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"description\": null,\\n \"discrete_values\": null,\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[None]|Variable)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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wKNy8Cyi+J60R6I5Tn/HKJzesiQ3bYMwdST7U+UojtqQgIjVASlX7wte/DfxX4B7gBuDz4f8fhbvcA3xTRL5AcKG5FXg8Ln0QNLWSYLI+8nPWtfBC247I92Y6VMVMONZzIqEjT8zAsJ93Vh/rOUFF0iIiSOpzPxm+6vL58xUHcZ7tMuAHEozvWg58U1XvE5EngLtE5ANAB3AdgKo+LyJ3AduBPHBT3HceNTTEc0vXZEz+61U5f1P0uLhJ/qo5XaJKmu5cOmkJkbzQtoPzNyWt4lSS+txPhq+6fP58xUFsSUFVdwEbItYfBa46zT63A7fHpWk87e3tXo6w2ZruP20fZpKc07J6whbORMTZwonTr8ladRNxTuuaWVYzO/j6uf/Mf/8cP3ngoWnt+3L9fM2ETZdcFEu5fraLDC8ZHpl+//zLtd92JtckMg/f4WX3ka+c6O0ruc+Xj5T02EeplJ+nP6IxTak0Q4aH/XyO0Pxyw9fP/fDwSNISIvH38xWPXyXdUmhpaUlaQiQ7s7VJS4jkJ/c/yHVX/nHSMk7B/BpLknNuzISt257i/POvS+jop8fXz9fWbU/FUm5JJ4WOjg6ampqSlnEKKysH6fRwUo/Xv+aSpCVE8kr0aybXMia7734iv5Lshjl//dmJHXsifP18xeVXSSeF0Sf8fCPt6aQevo76+Ur0aybXMiYL7HH6NdML8z5eg/H181VXG88tvCWdFAzDmF3swvzLHz+vOM0Rk40BkhR7PZ3U4+FHt06+UQKYX26YX2746tdTz26PpdySbin850/exuNPPTutfeO8IDe/LM8RDyf1aGxYnrSESMwvN8wvNybyaybdZTCzOLK0ftG0jzsRJZ0UKioqvbwvemH5EEc8nNRj7Wo/W1bmlxvmlxsT+TXTsbVmEkdWLD9z2vtOREl3HxmGYRhjKemksGtvZ9ISIjnk6aQez21/KWkJkZhfbphfbvjqV1zxq6STQiabTVpCJHn1s1oGMyeTlhCJ+eWG+eWGr37FFb/8PNs5Yv06P59oHp1RzDcuufDVSUuIxPxyw/xyw1e/4opfJZ0UDMMwjLGUdFI4cux40hIi6fN0Uo/uAweTlhCJ+eWG+eWGr37FFb9KOins2L0naQmRHPJ0Uo+nn4vnYZmZYn65YX654atfccWvkk4Kl150QdISIlmb7k9aQiRvuvqKpCVEYn65YX654atfccWvkk4KhmEYxlhKOikM5XJJS4gk7+mkHtnsUNISIjG/3DC/3PDVr7jiV0knhSeeeiZpCZHs9nRSj589+POkJURifrlhfrnhq19xxa+STgoXvGp90hIiaaocSFpCJJe/7tKkJURifrlhfrnhq19xxa+STgrV8+YlLSGSqpSfc9XW1fr5i8n8csP8csNXv+KKXyWdFAzDMIyxlHRS2Pb0c0lLiGRPNp5p9mbKlp8/mrSESMwvN8wvN3z1K674VdJJoeHMZUlLiGRBmZ93Yaxt9nO8e/PLDfPLDV/9iit+lXRSWL5sSdISIllQ7uetss1NjUlLiMT8csP8csNXv+KKXyWdFAzDMIyxlHRSaN+1J2kJkRz0dKyVp2OaKHymmF9umF9u+OpXXPGrpJPCyIift5qNaNIKosmPDCctIRLzyw3zyw1f/YorfpV0UjirZU3SEiJZXplJWkIkF214VdISIjG/3DC/3PDVr7jiV+xJQUTKROQpEflxuLxIRO4Xkfbw/8KibW8TkR0i8pKIvDFubYZhGMZY5qKlcAvwQtHyrcAWVW0FtoTLiMh64HrgXGAz8GURKYtT2MHDR+Msftr0DlckLSGSzn3dSUuIxPxyw/xyw1e/4opfsSYFEWkE3gL8Q9Hqa4E7w9d3Au8oWv9tVc2q6m5gB3BJnPo6uvbFWfy0OZKrTFpCJC+27UxaQiTmlxvmlxu++hVX/Ip7nrkvAn8G1BWtW6aq+wFUdb+ILA3XrwC2Fm3XFa4bg4jcCNwI0NjYSFtbGwD19fWk02m6uroAqKmpoaGhgfb2dgBSqRQtLS10dHSQyQR9hK+95EJS5VkWlgcPpxzKVZHXVGGi7r7hcg7l0oVJNvIq7M7W0lQ5wNs2X01ruo892RoWlA0V7mU+mEszor/ph+wdruBIrpI16WBQrZwGebi5aoAKCS4U7crUUF8xxPyyoIxKGaZzqIZlFUEZPfkKeoYraa4KjttUOUDHUA2rq/opl+Aq2M5MLUsrMtSV5QHoHppHuYywtCILwPF8JfPramlN9wGQGSmjc6iatVX9pMIy2jO1NFRkqAnL6BqaR1pGqA/LeM+7riUvw6ysGgRgcKSMfUPVtKT7EECBHZk6VlQOUp0KLhp2ZqupLssX/DqSqyKjKRpDjweGy+nOpWkNPR5RYWe2lpWVg6TDMubX1VI/QT3VpXL8enDhrNfTnmwNV122qeDZ+HraP5QmJUTWE8CH/ui9dINzPfUOlxd0T6ee1rWsIT1BPS0uz7K1v37W62lvtpr1Z7UW/HL5PlWlRrj5Q++nS0bmvJ5GB+I7XT0tLs/y7OCCWa+no/lKFi44o6Db5fu0uHyI8972Jo4dO+Yc91atmvghwdiSgoi8FTikqttE5PKp7BKx7pTr/qp6B3AHwMaNG3XdunVj3p9suampqfA6l8vTl6/iSL5qzDbtmboJlzuGarj3vgdIX3YjAIfzaQ7n0+P2qRi3PLaM8Y/OH8ylC7e+tab76B2uOKXZ2p6p4977HuC68Ljjh/Q9kJvHgXHP2ZwY/s2vnN6+/lN07BxXRnduHhSVcRI4HpaROXqMtJadUsaOccv7hqrHLGfyZWP8Gj2X8edWTGdRGb19/RyZoJ5a032MILHU05aHH2XR5lsKy8X1VNAXUU8Amb0dpJvd6wk4xS+XemrbsYsNE9VTKH+26wlg+0vtnDvJPlH1BJBp20F6+ZVzXk8PPbKV694yQT2lYWAkCJWzWU8Ax3tOTOv7dCxfRV3XPhYtWgS4xb3JiLOlsAl4u4i8meBjOF9EvgEcFJHlYSthOXAo3L4LWFm0fyMQaydjJpuNs/hpM9qa8I3Bkyfx8Y5t88sN88sNX/2KK37FdraqepuqNqpqM8EF5H9X1T8A7gFuCDe7AfhR+Poe4HoRqRKR1UAr8Hhc+sAGxHNly8M2YJkL5pcb5pcbr6QB8T4PXCMi7cA14TKq+jxwF7AduA+4SVVjfZrlog3nxVn8tBnt6/SNqy7blLSESMwvN8wvN3z1K674FfeFZgBU9SHgofD1UeCq02x3O3D7XGgCSFdV4eNQV6MXoH3D10mJzC83zC83fPUrXVU1+UbTwM/OMsMwDCMRSjopxDXx9UzZlfGzD/P+B3+RtIRIzC83zC83fPUrrvhV0kmhqfGUxyC8oL7Cz0k9zl63NmkJkZhfbphfbvjqV1zxq6STwrIli5OWEMnoQze+sXJFQ9ISIjG/3DC/3PDVr7jiV0knBcMwDGMsJZ0UXtqxK2kJkewf8vERHtj29LNJS4jE/HLD/HLDV7/iil8lnRRSKT9PPxU14IcHlKdiHbR22phfbphfbvjqV1zxy8+oOEe0rmlOWkIkowN3+caGV61PWkIk5pcb5pcbvvoVV/wq6aRgGIZhjKWkk8L+g4eTlhBJT97PST32dHQlLSES88sN88sNX/2KK36VdFLoPnAwaQmR9Az7OanHzj17k5YQifnlhvnlhq9+xRW/Sjop2IB4blz1BhuwzAXzyw3zy4244ldJJwXDMAxjLCWdFAZPnkxaQiTZET+rpa+/P2kJkZhfbphfbvjqV1zxy8+znSOeenZ70hIiGZ2e0DceemTr5BslgPnlhvnlhq9+xRW/SjopXHzB+UlLiGR1lZ+/mH77ijckLSES88sN88sNX/2KK36VdFKorPDzVrNy0aQlRFJV5eddGOaXG+aXG776FVf8mlJSEBE/b9MxDMMwZpWpthT+j4g8LiIfEZEFcQqaS7ZueyppCZHszNQmLSGSf3vgwaQlRGJ+uWF+ueGrX3HFryklBVV9HfBeYCXwKxH5pohcE4uiOaRldXPSEiJZ6ulYKxvO83NsGvPLDfPLDV/9iit+Tfmagqq2A38BfBK4DPhfIvKiiLwzFmVzQP2ihUlLiKSuLJ+0hEgazlyWtIRIzC83zC83fPUrrvg11WsK54vI3wIvAFcCb1PVc8LXfxuLMsMwDGPOmWpL4e+AJ4ENqnqTqj4JoKrdBK2HlyXb23YkLSGS7qF5SUuI5PEnf520hEjMLzfMLzd89Suu+FU+xe3eDJxU1WEAEUkBaVUdVNWvx6JsDkhXVSUtIZJyGUlaQiTVaT+/HOaXG+aXG776FVf8mmpL4QGguMaqw3Uva9asWpm0hEiWVmSTlhDJeevPSlpCJOaXG+aXG776FVf8mmpSSKtq4bG+8HV1LIoMwzCMxJhqUhgQkQtHF0TkIsDP0eQc2Lf/QNISIjme9/PJzp27/Rzv3vxyw/xyw1e/4opfU72m8HHguyLSHS4vB34vFkVzyKEjx5iftIgIeoenWi1zS1f3fs5NWkQE5pcb5pcbvvp16MixWMqd6sNrTwBnA38MfAQ4R1W3xaJoDrnA04nCV1UNJi0hkss2XZq0hEjMLzfMLzd89Suu+OWSAi8GmsN9LhARVPVrsagyDMMwEmGqD699Hfgb4HUEyeFiYOMk+6TD8ZKeFpHnReSz4fpFInK/iLSH/xcW7XObiOwQkZdE5I3TPqsp0tfv5zR7mZGypCVE0nOiN2kJkZhfbphfbvjqV1zxa6oXmjcCm1T1I6r6sfDv5kn2yQJXquoG4NXAZhG5FLgV2KKqrcCWcBkRWQ9cD5wLbAa+LCKx1sYz21+Ms/hp0znk541dv3js8aQlRGJ+uWF+ueGrX3HFr6kmheeAM10K1oDR21grwj8FrgXuDNffCbwjfH0t8G1VzarqbmAHcInLMV259KIL4ix+2qz1dFKPN19zRdISIjG/3DC/3PDVr7ji11SvKdQD20XkcYIWAACq+vaJdgp/6W8DWoC/V9VfisgyVd0f7r9fRJaGm68Aiufj6wrXjS/zRuBGgMbGRtra2gKB9fWk02m6uroAqKmpoaGhgfb2dgBSqRQtLS10dHSQyQSjHqbTlVSXZ1lYPgTAoVwVeU3RUBncbds3XM6hXJq16eBDkVdhd7aWpsoB3rb5alrTfezJ1rCgbIgF5TkADubSjCgsrwyO0TtcwZFcJWvSQVMvp0Eebq4aoCJ8UnJXpob6iiHmlwVlVMow88tyLAtHZ+zJV9AzXElzVXDcpsoBOoZqWF3VX5gAZGemlqUVmcLgXd1D8yiXkcKDN8fzlcyvq6U13QcETeLOoWrWVvWTCstoz9TSUJGhJiyja2geaRmhPixj/9Il5GWYleGFt8GRMvYNVdOS7kMIMv6OTB0rKgepTg0D0JmtprosX/DrSK6KjKZoDD0eGC6nO5emNfR4RIWd2VpWVg6SDsuYX1dL/QT1VJfKkUJnvZ72ZGu46rJNBc/G19P+oTQpIbKeAAbWrKYbnOupd7i8oHs69bSuZQ3pCeppcXmWndnaWa+nvdlq1p/VWvDL5ftUlRohf85ZdMnInNfT5a8LLnCfrp4Wl2c5kEvPej0dzVeycMEZBd0u36fF5UNUrVrJsWPHnOPeqlWrmIipJoXPTHG7MYTDYrw6nIPhB5NM1iNRRUSUeQdwB8DGjRt13bp1Y96fbLmpqanwOpfL05ev4kh+7OPi7Zm6CZc7hmq4974HSF92IwCH82kO59Pj9qkYtzy2jD3ZsfO+HsylOZgLymhN99E7XEHv8Kll3HvfA1wXHnd3duw47wdy8ziQG7OKE8O/uce6t6//FB07x5XRnZsHRWWcBI6HZWSOHiOtZaeUsWPc8r5xze1MvmyMX6PnMv7ciilusvf29XNkgnpqTfcxgsRST1sefpRFm28pLBfXU0FfRD0BZPZ2kG52ryfgFL9c6qltxy42TFRPofzZrieA7S+1c+4k+0TVE0CmbQfp5VfOeT099MhWrnvLBPWUhoGRIFTOZj0BHO85Ma3v07F8FXVd+1i0aBHgFvcmY6q3pD4M7AEqwtdPEAyQNyVUtQd4iOBawUERWQ4Q/j8UbtZFMF/DKI1ANzHy6ON+3lXb7umkHj/+6ZakJURifrlhfrnhq19xxa+p3n30QeBu4CvhqhXADyfZZ8noLG0iMg+4GngRuAe4IdzsBuBH4et7gOtFpEpEVgOtQKxXns5Z1xJn8dOmwdNJPS6+cEPSEiIxv9wwv9zw1a+44tdUu49uIrjo+0sIJtwpuhZwOpYDd4bXFVLAXar6YxF5DLhLRD4AdADXhWU+LyJ3AduBPHDT6KiscbFowRn0xXmAaVJTlh/T5PSFZUvqk5YQifnlhvnlhq9+LVpwRizlTjUpZFV1SCTo9heRciL6+4tR1WeAUy6Pq+pR4KrT7HM7cPsUNRmGYRizzFRvSX1YRD4FzAvnZv4ucG98suaG515sS1pCJF2eTurx2BNTvow0p5hfbphfbvjqV1zxa6pJ4VbgMPAs8CHgJ7yMZ1wbpbamZvKNEiDt6aQeC+b7OHyg+eWK+eWGr37FFb+m1H2kqiPA/w3/XjE0r1zh5TWF+orsmNvWfOGcs/y8MG9+uWF+ueGrX80rT3mMa1aYUlIQkd1EPzOwZtYVGYZhGInhMvbR6EB4rwf+F/CNuETNFR37Yn0MYtoc9XRSj5d27EpaQiTmlxvmlxu++hVX/Jrqw2tHi/72qeoXgStjUTSH+Doq46Cnk3ocPnI0aQmRmF9umF9u+OpXXPFrqg+vXVj0t1FEPgzUTbqj55y//uykJUSy0tNJPV536cVJS4jE/HLD/HLDV7/iil9TTYH/s+h1nmDIi3fPuhrDMAwjUaZ695GfY9rOkBO9fVO+qDKXDHo6qcfRY8dPHbbWA8wvN8wvN3z160RvPPdOTvXuo/880fuq+oXZkTO3PPdiG+e/JmkVpzJ+VERf+I/Ht3Hd7ySt4lTMLzfMLzd89Svph9c2An9MMBDeCuDDwHqC6wov22sLr734oqQlRNKS9vHpCXjbG69OWkIk5pcb5pcbvvoVV/xymWTnQlXtAxCRzwDfVdX/FIuqOUKiZnDwAE9leSvMU1neCvNUlrfCPJUVW/yaakuhCRgqWh4CmmddzRyjEw7plxyeyvJWmKeyvBXmqSxvhXkqK7b4NdWk8HXgcRH5jIh8mmAI7a/FI2nu+I8n/JxkZ/zMS75w708fSFpCJOaXG+aXG776FVf8murDa7cD7weOAz3A+1X1c7EomkPOO3vd5BslwIpKP++Lfu0lfl6DMb/cML/c8NWvuOKXyx2Z1UCvqn4J6ApnR3tZc8Z8P38BjE7S7RuLFy1MWkIk5pcb5pcbvvoVV/ya6hPNnwY+CdwWrqrgFTD2kWEYhjGWqbYUfgd4OzAAoKrdvIxvRR3lme0vJi0hks6sn/dFP7L1iaQlRGJ+uWF+ueGrX3HFr6kmhSFVVcIL8SLi5+w0jiw4w89JParL8klLiGRJ/eKkJURifrlhfrnhq19xxa+pJoW7ROQrwAIR+SDwAK+ACXeaVjQkLSGSxeVDk2+UAGe1+Dl9hvnlhvnlhq9+xRW/Jn14TUQE+A5wNtALnAX8lareH4siwzAMIzEmbSmE3UY/VNX7VfW/qOqfvlISwp7OfUlLiORIrippCZG88NKOpCVEYn65YX654atfccWvqXYfbRURPwc7nwH9AwNJS4gkoz6O3Qo9vX5OSmR+uWF+ueGrX3HFr6me7RUEiWGniDwjIs+KyDOxKJpDfH14rbHyZNISInnNxRcmLSES88sN88sNX/2KK35NeE1BRJpUtQN4UyxHNwzDMLxispbCDwFUdS/wBVXdW/wXu7qYOdZzImkJkQx4OifswcNHkpYQifnlhvnlhq9+xRW/JksKxYOz+nm/2Ax4oc3PC1vduXTSEiJ54smnk5YQifnlhvnlhq9+xRW/JksKeprXrwg2eToAV2u6P2kJkbz1jVclLSES88sN88sNX/2KK35N1i7aICK9BC2GeeFrwmVVVT8fCTYMwzCmxYQtBVUtU9X5qlqnquXh69HlCROCiKwUkQdF5AUReV5EbgnXLxKR+0WkPfy/sGif20Rkh4i8JCJvnJ1TPD3DwyNxH2JajKifcz0ND/s5WqT55Yb55Ya/fsUTv+K8ATcPfEJVzwEuBW4SkfXArcAWVW0FtoTLhO9dD5wLbAa+LCJlMepj67an4ix+2uzM1iYtIZKf3P9g0hIiMb/cML/c8NWvuOJXbElBVfer6pPh6z7gBWAFcC1wZ7jZncA7wtfXAt9W1ayq7gZ2AJfEpQ/g/PVnx1n8tFnp6aQer39NrNUxbcwvN8wvN3z1K674NSf3WolIM3ABwTSey1R1PwSJQ0SWhputALYW7dYVrhtf1o3AjQCNjY20tbUBUF9fTzqdpqurC4CamhoaGhpob28HIJVK0dLSQkdHB5lMBoBFC88gVZ5lYTjg1aFcFXlN0RA+rNI3XM6hXJq14YWmvAq7s7U0VQ7wts1X05ruY0+2hgVlQywozwFwMJdmRGF5ZXCM3uEKjuQqWZMOnj7MhU9HNlcNUCFB829Xpob6iiHmlwVlVMow88sqWFYRlNGTr6BnuJLmquC4TZUDdAzVsLqqn3IJrv/vzNSytCJDXTiiY/fQPMplhKUVWQCO5yuZX1dLa7oPgMxIGZ1D1ayt6icVltGeqaWhIkNNWEbX0DzSMkJ9WEbtmmbyMszKquBLMjhSxr6halrSfcFFJoKpC1dUDhYmJunMVlNdli/4dSRXRUZThQeCBobL6c6lCxfzRlTYma1lZeUg6bCM+XW11E9QT3WpHPuG5s16Pe3J1nDVZZsKno2vp/1DaVJCZD0BNJx/Ht3gXE+9w+UF3dOpp3Uta0hPUE+Ly7N0DlXPej3tzVaz/qzWgl8u36eq1AirL76QLhmZ83q6/HWXwgT1tLg8y7F85azX09F8JQsXnFHQ7fJ9Wlw+RNXZ6zh27Jhz3Fu1ahUTEXtSEJFa4HvAx1W1NxhfL3rTiHWn3PGkqncAdwBs3LhR160b+1TfZMtNTU2F17lcnr58FUfyY8c2aR83J+v45Y6hGu697wHSl90IwOF8msP59Lh9KiYsY0927OjjB3NpDoa3vrWm++gdrqB3+NQy7r3vAa4Lj7t7XLP2QG4eB3JjVnFiuLLwurev/xQd45vG3bl5UFTGSeB4WEbm6DHSWnZKGePnsN03NHb8+Uy+bIxfo+cy/tyK6Swqo7evnyMT1FNruo8RJJZ62vLwoyzafEthubieCvoi6gkgs7eDdLN7PQGn+OVST207drFhonoK5c92PQFsf6mdcyfZJ6qeADJtO0gvv3LO6+mhR7Zy3VsmqKc0DIwEoXI26wngeM+JaX2fjuWrqOvax6JFiwC3uDcZsQ7qISIVBAnhX1T1++HqgyKyPHx/OXAoXN8FrCzavRHojlPfU89uj7P4abPX00k9Hn506+QbJYD55Yb55YavfsUVv2JLCuGQ2/8IvKCqXyh66x7ghvD1DcCPitZfLyJV4fzPrcDjcekDWFq/KM7ip818Tyf1aGxYnrSESMwvN8wvN3z1K674FWdLYRPwPuBKEfl1+Pdm4PPANSLSDlwTLqOqzwN3AduB+4CbVDXWe9RWLD8zzuKnzUJPJ/VYu3rivsikML/cML/c8NWvuOJXbNcUVPURoq8TAEQ+uqiqtwO3x6XJMAzDmBg/BwqfI3bt7UxaQiSHPJ3U47ntLyUtIRLzyw3zyw1f/YorfpV0Ushks0lLiCTv6aQegxk/x5U3v9wwv9zw1a+44pefZztHrF/XkrSESBo8ndTjkgtfnbSESMwvN8wvN3z1K674VdJJwTAMwxhLSSeFI8eOJy0hkj5PJ/XoPnAwaQmRmF9umF9u+OpXXPGrpJPCjt17kpYQySFPJ/V4+jk/H/Yzv9wwv9zw1a+44ldJJ4VLL7ogaQmRrPV0Uo83XX1F0hIiMb/cML/c8NWvuOJXSScFwzAMYywlnRSGcrnJN0qAvKeTemSzfj7ZaX65YX654atfccWvkk4KTzz1TNISIhk/WqMv/OzBnyctIRLzyw3zyw1f/YorfpV0UrjgVeuTlhBJU+VA0hIiGR133jfMLzfMLzd89Suu+FXSSaF63rykJURSlfJz7ui6Wj9/MZlfbphfbvjqV1zxq6STgmEYhjGWkk4K255+LmkJkYyflc0Xtvz80aQlRGJ+uWF+ueGrX3HFr5JOCg1nLktaQiQLyvy8C2Nts5/j3ZtfbphfbvjqV1zxq6STwvJlS5KWEMnopOW+0dzUmLSESMwvN8wvN3z1K674VdJJwTAMwxhLSSeF9l17kpYQyUFPx1p5OqaJwmeK+eWG+eWGr37FFb9KOimMjPh5q9mIJq0gmvxIrFNmTxvzyw3zyw1f/YorfpV0UjirZU3SEiJZXplJWkIkF214VdISIjG/3DC/3PDVr7jiV0knBcMwDGMsJZ0UDh4+mrSESHqHK5KWEEnnvu6kJURifrlhfrnhq19xxa+STgodXfuSlhDJkVxl0hIiebFtZ9ISIjG/3DC/3PDVr7jiV0knhYsvOD9pCZGsSfs5ANc1V7w+aQmRmF9umF9u+OpXXPGrpJOCYRiGMZaSTgqZbDZpCZHk1M9qGTx5MmkJkZhfbphfbvjqV1zxy8+znSNsQDw3tjxsA5a5YH65YX65YQPixcBFG85LWkIkzVV+9mFeddmmpCVEYn65YX654atfccWvkk4K6aqqpCVEUiF+Pmnt66RE5pcb5pcbvvoVV/wq6aRgGIZhjCW2pCAiXxWRQyLyXNG6RSJyv4i0h/8XFr13m4jsEJGXROSNcekqJq6Jr2fKroyffZj3P/iLpCVEYn65YX654atfccWvOFsK/wxsHrfuVmCLqrYCW8JlRGQ9cD1wbrjPl0WkLEZtADQ1roj7ENOivsLPST3OXrc2aQmRmF9umF9u+OpXXPErtqSgqj8Hjo1bfS1wZ/j6TuAdReu/rapZVd0N7AAuiUvbKMuWLI77ENNifpmfk3qsXNGQtIRIzC83zC83fPUrrvhVHkupp2eZqu4HUNX9IrI0XL8C2Fq0XVe47hRE5EbgRoDGxkba2toAqK+vJ51O09XVBUBNTQ0NDQ20t7cDkEqlaGlpoaOjg0wmGPWwoqKc+vIsC8uDXwKHclXkNUVDZXC/dN9wOYdyadam+wHIq7A7W0tT5QBv23w1rek+9mRrWFA2VJid6WAuzYj+ZmTF3uEKjuQqC09Fjt7z3Fw1ULiAtStTQ33FUOHDVynDzC/LsawiKKMnX0HPcCXNVcFxmyoH6BiqYXVVP+USjOu7M1PL0ooMdWV5ALqH5lEuIyytCO5lPp6vZH5dLa3pPgAyI2V0DlWztqqfVFhGe6aWhooMNWEZXUPzSMsI9WEZ+xcvIi/DrKwaBGBwpIx9Q9W0pPsQQIEdmTpWVA5SnQqGQe7MVlNdli/4dSRXRUZTNIYeDwyX051L0xp6PKLCzmwtKysHSYdlzK+rnbCe6lI5Uuis19OebA1XXbap4Nn4eto/lCYlRNYTwMCqJrrBuZ56h8sLuqdTT+ta1pCeoJ4Wl2dpZ/braW+2mvVntRb8cvk+VaVGyK9roUtG5ryeLn/dpTBBPS0uz9Kdmv16OpqvZOGCMwq6Xb5Pi8uHqGpcwbFjx5zj3qpVE097OtdJ4XRIxLrIUcxV9Q7gDoCNGzfqunXrxrw/2XJTU1Ph9XMvtNGw7lqO5MdexW/P1E243DFUw733PUD6shsBOJxPczifHrdPxbjlsWWMv/f5YC5dmMyjNpWjf6TilIG42jN13HvfA1wXHnd3tnbM+wdy8zgw7kfNieHfjNvS29d/io6d48rozs2DojJOAsfDMh7994fZdN67Tiljx7jlfUPVY5Yz+bIxfo2ey/hzK6azqIzevn6O5KtOW0+1qRwjSCz1tOXhR1m0+ZbCcnE9FfRF1BPAo/f8K5tu3uxcT8ApfrnUU9uOXWzQstPW0/5UoH+26wlg+0vtnDvJPlH1BPDod3/AppuvnPN6euiRrVz3ltN/n/an0gyMBKFyNusJ4HjPiWl9n47lq+h+6Bf8yS0fA9zi3mTM9d1HB0VkOUD4/1C4vgtYWbRdIxD7kImplJ83X6WiUqQHlKdiv8wzLcwvN8wvN3z1K674NddR8R7ghvD1DcCPitZfLyJVIrIaaAUej1tM65rmuA8xLUabub6x4VXrk5YQifnlhvnlhq9+xRW/Yus+EpFvAZcD9SLSBXwa+Dxwl4h8AOgArgNQ1edF5C5gO5AHblJVP+fmMwzDeAUTW1JQ1fec5q2rTrP97cDtcemJYv/Bw9SeO5dHnBo9eT8n9djT0cXZSYuIwPxyw/xyw1e/9h88HEu5fnaqzxHdBw4mLSGSnmE/J/XYuWdv0hIiMb/cML/c8NWvuOJXSScFGxDPjaveYAOWuWB+uWF+uWED4hmGYRixU9JJwddJPbIjflZLX39/0hIiMb/cML/c8NWvuOKXn2c7Rzz17PakJUQy+jCPbzz0yNbJN0oA88sN88sNX/2KK36VdFKIa+LrmbK6ys9fTL99xRuSlhCJ+eWG+eWGr37FFb9KOilUVvh5q9no+Cu+UVXl510Y5pcb5pcbvvoVV/wq6aRgGIZhjKWkk8LWbU8lLSGSnZnayTdKgH974MGkJURifrlhfrnhq19xxa+STgotq5uTlhDJUk/HWtlwnp9j05hfbphfbvjqV1zxq6STQv2ihZNvlACjY+37RsOZy5KWEIn55Yb55YavfsUVv0o6KRiGYRhjKemksL1tR9ISIukempe0hEgef/LXSUuIxPxyw/xyw1e/4opfJZ0U0lVVk2+UAOXhNJ2+UZ3288thfrlhfrnhq19xxa+STgprVq2cfKMEGJ0H1jfOW39W0hIiMb/cML/c8NWvuOJXSScFwzAMYywlnRT27T+QtIRIjuf9fLJz524/x7s3v9wwv9zw1a+44ldJJ4VDR44lLSGS3uHYJsSbEV3d+5OWEIn55Yb55YavfsUVv0o6KVzg6UThq6oGk5YQyWWbLk1aQiTmlxvmlxu++hVX/CrppGAYhmGMpaSTQl+/n9PsZUbKkpYQSc+J3qQlRGJ+uWF+ueGrX3HFr5JOCs9sfzFpCZF0DlUnLSGSXzz2eNISIjG/3DC/3PDVr7jiV0knhUsvuiBpCZGs9XRSjzdfc0XSEiIxv9wwv9zw1a+44ldJJ4WyMj9PP+XppB5lZX42o80vN8wvN/z1K5745WdUNAzDMBKhpJPCo49vS1pCJO2eTurx459uSVpCJOaXG+aXG776FVf8KumkcM66lqQlRNLg6aQeF1+4IWkJkZhfbphfbvjqV1zxq6STwqIFZyQtIZIaTyf1WLakPmkJkZhfbphfbvjqV1zxq6STgmEYhjGWkk4Kz73YlrSESLo8ndTjsSeeTFpCJOaXG+aXG776FVf88i4piMhmEXlJRHaIyK1xHqu2pibO4qdN2tNJPRbMn5+0hEjMLzfMLzd89Suu+OVVUhCRMuDvgTcB64H3iEhso9Y1r1wRV9Ezot7TST3OOcvPC/Pmlxvmlxu++hVX/PIqKQCXADtUdZeqDgHfBq5NWJNhGEbJIKr+PK0nIu8CNqvqfwqX3wf8lqp+tGibG4Ebw8WzgJdmcMh64MgM9o8L0+WG6XLDdLnxStS1SlWXRL3h2+wRErFuTNZS1TuAO2blYCK/UtWNs1HWbGK63DBdbpguN0pNl2/dR11A8WzUjUB3QloMwzBKDt+SwhNAq4isFpFK4HrgnoQ1GYZhlAxedR+pal5EPgr8FCgDvqqqz8d4yFnphooB0+WG6XLDdLlRUrq8utBsGIZhJItv3UeGYRhGglhSMAzDMAqUXFIQkZUi8qCIvCAiz4vILUlrAhCRtIg8LiJPh7o+m7SmYkSkTESeEpEfJ61lFBHZIyLPisivReRXSesZRUQWiMjdIvJi+Dl7jQeazgp9Gv3rFZGPJ60LQET+JPzMPyci3xKRdNKaAETkllDT80l7JSJfFZFDIvJc0bpFInK/iLSH/xfOxrFKLikAeeATqnoOcClwU5xDaTiQBa5U1Q3Aq4HNInJpspLGcAvwQtIiIrhCVV/t2X3kXwLuU9WzgQ144JuqvhT69GrgImAQ+EGyqkBEVgA3AxtV9TyCG0yuT1YViMh5wAcJRlnYALxVRFoTlPTPwOZx624FtqhqK7AlXJ4xJZcUVHW/qj4Zvu4j+MImPgiSBozOEF4R/nlxF4CINAJvAf4haS2+IyLzgTcA/wigqkOq2pOoqFO5CtipqnuTFhJSDswTkXKgGj+eTToH2Kqqg6qaBx4GficpMar6c+DYuNXXAneGr+8E3jEbxyq5pFCMiDQDFwC/TFgKUOii+TVwCLhfVb3QBXwR+DPAt+EiFfiZiGwLhz/xgTXAYeCfwu62fxAR34bjvR74VtIiAFR1H/A3QAewHzihqj9LVhUAzwFvEJHFIlINvJmxD9b6wDJV3Q/Bj11g6WwUWrJJQURqge8BH1fV3qT1AKjqcNi8bwQuCZuwiSIibwUOqaqPE1pvUtULCUbVvUlE3pC0IIJfvRcC/1tVLwAGmKVm/WwQPhT6duC7SWsBCPvBrwVWAw1AjYj8QbKqQFVfAP4auB+4D3iaoOv5FU9JJgURqSBICP+iqt9PWs94wu6Ghzi1DzEJNgFvF5E9BKPWXiki30hWUoCqdof/DxH0j1+SrCIgGKqlq6iVdzdBkvCFNwFPqurBpIWEXA3sVtXDqpoDvg+8NmFNAKjqP6rqhar6BoKum/akNY3joIgsBwj/H5qNQksuKYiIEPT3vqCqX0hazygiskREFoSv5xF8WV5MVBSgqrepaqOqNhN0O/y7qib+S05EakSkbvQ18NsETf5EUdUDQKeInBWuugrYnqCk8bwHT7qOQjqAS0WkOvxuXoUHF+YBRGRp+L8JeCd++QbBEEA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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-checkpoint.ipynb new file mode 100644 index 0000000..a5df001 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-Dict-Fitting-checkpoint.ipynb @@ -0,0 +1,1007 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sdata.parameter import Parameter, Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|DiscreteVariable)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(constant_param|10.0|[None]|Constant)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant = Parameter(name=\"constant_param\", value=10.0, \n", + " description=\"This is a constant parameter.\")\n", + "param_constant" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(variable_param|5.0|[0,10]|Variable)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0), \n", + " description=\"This is a variable parameter.\")\n", + "param_variable" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c']]|DiscreteVariable)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(name=\"discrete_param\", value=\"a\", range=[\"a\", \"b\", \"c\"], \n", + " description=\"This is a discrete parameter.\")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Berechnetes a: 0.5270\n" + ] + }, + { + "data": { + "text/plain": [ + "{'a': (a|0.5270265078392228|[0,10]|Variable),\n", + " 'm': (m|30|[0,1e+02]|Variable),\n", + " 'x_1': (x_1|2.0|[0,5]|Variable),\n", + " 'y_1': (y_1|2.5|[0,5]|Variable)}" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "from scipy.optimize import fsolve\n", + "from typing import Dict\n", + "\n", + "def fkt(x, a, m):\n", + " y = a * np.log((m / a) * x + 1)\n", + " return y\n", + " \n", + "def find_a(params: Dict[str, Parameter]) -> float:\n", + " \"\"\"\n", + " Berechnet den Parameter 'a', der die gegebene Gleichung erfüllt.\n", + "\n", + " :param params: Dictionary mit den Parametern 'm', 'x_1', und 'y_1' als Parameter-Objekte.\n", + " - 'm': Parameter-Objekt für die Steigung bei x = 0.\n", + " - 'x_1': Parameter-Objekt für den Punkt x_1.\n", + " - 'y_1': Parameter-Objekt für den Wert y_1 an der Stelle x_1.\n", + " :return: Der berechnete Wert von 'a'.\n", + " \"\"\"\n", + " # Extrahieren der Parameterwerte\n", + " m = params['m'].value\n", + " x_1 = params['x_1'].value\n", + " y_1 = params['y_1'].value\n", + "\n", + " # Funktion, die die Gleichung darstellt\n", + " def equation_for_a(a):\n", + " return a * np.log((m / a) * x_1 + 1) - y_1\n", + "\n", + " # Erste Schätzung für a\n", + " initial_guess = params['a'].value\n", + "\n", + " # Numerische Lösung für a\n", + " a_solution = fsolve(equation_for_a, initial_guess)[0]\n", + " params['a'].value = a_solution\n", + " return params\n", + "\n", + "# Beispielaufruf\n", + "params = {\n", + " 'a': Parameter(name='a', value=2, range=(0, 10), description='Faktor a'),\n", + " 'm': Parameter(name='m', value=30, range=(0, 100), description='Steigung bei x = 0'),\n", + " 'x_1': Parameter(name='x_1', value=2.0, range=(0, 5), description='Punkt x_1'),\n", + " 'y_1': Parameter(name='y_1', value=2.5, range=(0, 5), description='Wert y_1 an der Stelle x_1')\n", + "}\n", + "\n", + "params = find_a(params)\n", + "a_solution = params['a'].value\n", + "find_a(params)\n", + "print(f\"Berechnetes a: {a_solution:.4f}\")\n", + "params" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " x y\n", + "0 0.000000 0.000000\n", + "1 0.050505 0.713869\n", + "2 0.101010 1.006365\n", + "3 0.151515 1.193364\n", + "4 0.202020 1.331110" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"x\":np.linspace(0,5,100)})\n", + "m = params['m'].value\n", + "a = params['a'].value\n", + "df[\"y\"] = fkt(df.x, a, m)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.0, 2.5)" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "B = 400/25.4\n", + "H = 200/25.4\n", + "fig, ax = plt.subplots(1,1, figsize=(B, H))\n", + "ax.plot(df.x, df.y, lw=2, c=\"m\")\n", + "ax.axhline(params['y_1'].value)\n", + "ax.axvline(params['x_1'].value)\n", + "ax.grid(True)\n", + "params['x_1'].value, params['y_1'].value" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'm',\n", + " 'value': 30,\n", + " 'range': (0, 100),\n", + " 'type': 'Variable',\n", + " 'description': 'Steigung bei x = 0',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['m'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'a',\n", + " 'value': 0.5270265078392228,\n", + " 'range': (0, 10),\n", + " 'type': 'Variable',\n", + " 'description': 'Faktor a',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['a'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": null,\n", + " \"type\": \"DiscreteVariable\",\n", + " \"description\": null,\n", + " \"discrete_values\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "Sampled values: [5.751489741697383, 5.412598890816503, 4.312051855946189, 5.1928872908305, 4.252828276915439, 4.590050397025211, 3.567726056410347, 6.684893974548102, 3.841528712229916, 5.779418659093414]\n", + "Sampled discrete values: ['b', 'c', 'b', 'a', 'b', 'c', 'b', 'b', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [6.832838271945656, 5.495607784535505, 5.2472582640667556, 6.181108383081606, 5.670299991279602, 5.808760485741727, 5.362602554254639, 4.580362340935182, 4.453874380621541, 6.835529058563544]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.465405629064586,\n", + " 1.7805072236850383,\n", + " 2.2996517566144634,\n", + " 0.9684514835012203,\n", + " 9.980556673797356,\n", + " 8.610272997505406,\n", + " 1.1401093056954437,\n", + " 8.329197339623132,\n", + " 6.681019212133067,\n", + " 2.683196621135372]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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t13jZYu6ZSgBL+9SKqxXPABcsHA6Hw5ETFyxCZq0xb0sJK55gy3W/kcGPLO1TK65WPANcsAiZYOD4UseKJ9hyTRgZ/MjSPrXiasUzwAWLkJmYmAhbIS+seIIt17ryVNgKeWFpn1pxteIZ4IKFw+FwOHLigkXIbN68OWyFvLDiCbZcDxsZ/MjSPrXiasUzwAWLkIlGo2Er5IUVT7DlumBk8CNL+9SKqxXPgKLVVBH5qogcFpHHs8r+bxF5WkQeFZHviEht1rQ9ItInIs+IyOuyys8Wkcf8aX8vIseXH6HEGR0dDVshL6x4gi3XJiODH1nap1ZcrXgGFPNnzdeA3cvK7gXOVNWzgB5gD4CInAFcBbzUX+aLIhLxl/kScA3Q5f8tX6fD4XA4ikzRgoWq/hvwn8vKfqKqQV/BB4Bm//VlwB2qOq+qA0AfcK6IbAMSqnq/qirwdeDyYjmHQU2NjdxAVjzBluu0kcGPLO1TK65WPAPCrKl/BnzLf70dL3gEjPhlaf/18vIVEZFr8K5CaG5upqenB4CGhgbi8XhmzNvq6mqampoy+eTLysro7OxkaGgo8wj+jh07mJqaynRv27x5M9FoNHPpWFNTQ2NjI/39/QBEIhE6OjoYHBwklfK6Q7a1tTE5Ocnk5CQAjY2NiAiHDh0CIJFIUF9fn/GMRqO0t7czMDBAOp0GoL29nfHx8Uyf7K1bt6KqjI2NAVBbW0ttbS2Dg4MAxGIx2tra6O/vZ3HRSyXR0dHB2NgYMzPe2AlNTU2k02mOHDkCQF1dHYlEgv379wPeQPKtra309fWxtLQEwM6dOzlw4ACzs7ME+zeZTHL06FEA6uvrqaqqYnh4GIDKykpaWloynw2gu7ub4eFhjh3zml5aWlqYm5tjfHy8oMepuro6s91CHqeBgYHMcQJoq5glKt7+eTZZTUM0RSLiHbeDqThlAo1Rz3NyIcrkYoy2ilku3X0RrbFZhlLVVJUt0hWfBqA/WcOWaJJN/rMXo6lKymWJLdF5ACYWYiQ21WTmTy5FGE5V0VExQ5koAL3JGpqiSar9dYykKonLEg3BOrZv49ixY8d9nMrLy82cT1NTU8zMzJT0+dTV1cXi4mJmn5bS+bQa4v1gLw4i0gZ8X1XPXFb+cWAX8AZVVRH5AnC/qt7mT78J+AEwBNygqhf55a8GPqqql+ba9q5du3Tfvn0F/TzFoKenh+7u7rA1cmLFEzbG9ZwLLl53qvA791zJFTfsBaArPk1vctO6ll0Pj958HQ/dd+9xL+eOf+EpVU8ReVhVdy0v3/ArCxG5GrgEuFB/E6lGgJas2ZqBUb+8eYVyh8PhcGwgG9pvT0R2Ax8DXq+q2bmZ7wGuEpEKEWnHu5H9oKoeBKZF5Dy/F9Tbge9tpHOxiUQiuWcqAax4gi3XheMc/CgsLO1TK65WPAOKdmUhIrcDrwEaRGQE+CRe76cK4F6/B+wDqvpuVX1CRPYCTwILwPtUNcjd/B68nlWVwA/9v5OGjo6OsBXywoon2HIdMDL4kaV9asXVimdAMXtDvVlVt6lqVFWbVfUmVe1U1RZVfbn/9+6s+a9X1Q5VfZGq/jCrfJ+qnulPe39W09VJQXAjrdSx4gm2XFtjs2Er5IWlfWrF1YpngI3HR09igp4epY4VT7DlWlG2FLZCXljap1ZcrXgGuGDhcDgcjpy4YBEybW1tYSvkhRVPsOU6OF8dtkJeWNqnVlyteAa4YBEywQNGpY4VT7DlWhux0RRhaZ9acbXiGWAj18BJzOTkJFu2bAlbIydWPCF/1ze+5W0MHTi0rm0MDAxy1rqWfD615WmOLMQLsKbicjIe/7Cx4hnggoXjlGXowKF1P4X9zJ4rC2zjcJQ2rhkqZBobG8NWyAsrnmDLdSxd+lcVYGufWnG14hnggkXIWBmew4on2HJdMvLUkKV9asXVimeACxYhE2TMLHWseIIt122xZNgKeWFpn1pxteIZ4IKFw+FwOHLigkXIJBKJsBXywoon2HKdWrQxDrOlfWrF1YpngAsWIVNfXx+2Ql5Y8QRbrkfTsbAV8sLSPrXiasUzwAWLkAlGXyt1rHiCLdedcRuJBC3tUyuuVjwDXLBwOBwOR05csAiZYDznUseKJ9hyTauNU9DSPrXiasUzwEZNPYlpb28PWyEvrHiCLVcriQQt7VMrrlY8A1ywCBkr7ZZWPMGWa1uFu2dRaKy4WvEMcMEiZNLpdNgKeWHFE2y5RsXG4EeW9qkVVyueAS5YOBwOhyMnLliEjJV2SyueYMv12aS7Z1ForLha8QwoWrAQka+KyGEReTyr7HQRuVdEev3/dVnT9ohIn4g8IyKvyyo/W0Qe86f9vVjLvpWD8fHxsBXywoon2HJtiNoY/MjSPrXiasUzoJjjWXwN+Afg61ll1wI/U9XPiMi1/vuPicgZwFXAS4Em4Kci0q2qi8CXgGuAB4AfALuBHxbRe0OZmppi69atYWvkxIon2HJNRNIbmqb82f5+zrng4uNe7vxzz2b4wAHu/uatRbAqLFaOvxXPgKIFC1X9NxFpW1Z8GfAa//UtwM+Bj/nld6jqPDAgIn3AuSIyCCRU9X4AEfk6cDknUbBwODaS9KKua8CnrfFp/v3BG4pg5LDCRo+U16iqBwFU9aCIBGMKbse7cggY8cvS/uvl5SsiItfgXYXQ3NxMT08PAA0NDcTjcUZGvFVVV1fT1NREb28vAGVlZXR2djI0NEQy6aWM3rFjB1NTU0xMTACwefNmotEoo6OjANTU1NDY2Eh/fz8AkUiEjo4OBgcHSaW8poW2tjYmJyczY+02NjYiIpnUxIlEgoaGhoxnNBqlvb2dgYGBTE+J9vZ2xsfHmZqaAmDr1q2oKmNjYwDU1tZSW1vL4OAgALFYjLa2Nvr7+1lcXASgo6ODsbExZmZmAGhqaiKdTnPkyBEA6urqSCQS7N+/H4B4PE5rayt9fX0sLS1l3A8cOMDsrNfVs7m5mWQyydGjRwEvz01VVRXDw8MAVFZW0tLSkvlsAN3d3QwPD3Ps2DEAWlpamJuby1yOF+o4JRKJzHbXOk7nn3s2W+PTDM5XUxtJUVvu7fOxdJwl/U368KnFKEfTsUxqjuBBuraK2UxvpmeT1TREUyQi3joOpuKUCTRGvXVMLkSZXIzRVjHLpbsvojU2y1CqmghLdMWnAehP1rAlmmRTZAGA0VQl5bLElug8ABMLMRKbajLzJ5ciDKeq6KiYoUy8gTF6kzU0RZNU++sYSVUSlyUa/HV0d+4kLou0VMwBMLcU4UCqis74NAIo0JfcxPbYHFVlXv0Znq9ibrGM8889m56enpI+n+rr60kmk/T09JT0+dTV1UVZWVmmnpbS+bQaolq80Vf8K4vvq+qZ/vtJVa3Nmj6hqnUi8gXgflW9zS+/Ca/JaQi4QVUv8stfDXxUVS/Nte1du3bpvn37Cv2RCs5zzz3HaaedFrZGTqx4Qv6u51xw8bqHVb1zz5VcccPeE142EUkfV+bZE9nuiSyfiKT5xVc+yUP33bvubW8UVupqqXqKyMOqumt5+Ub3hhoTkW2+0DbgsF8+ArRkzdcMjPrlzSuUnzQEv2hKHSueYMs1uPIodax4gp3jb8UzYKODxT3A1f7rq4HvZZVfJSIVItIOdAEP+k1W0yJynt8L6u1ZyzgcDodjgyjaPQsRuR3vZnaDiIwAnwQ+A+wVkXfiNTFdAaCqT4jIXuBJYAF4n98TCuA9eD2rKvFubJ9UN7dra2vDVsgLK55gy3VywUYyOSueYOf4W/EMKGZvqDevMunCVea/Hrh+hfJ9wJkFVCsprFQYK55gy3Vy0cbgR1Y8wc7xt+IZ4J7gDpmg10WpY8UTbLlaSSRoxRPsHH8rngEuWDgcDocjJy5YhEwsZuPy3oon2HKdX7JxClrxBDvH34pngJ0acJLS1tYWtkJeWPEEW65DKRuJBK14gp3jb8UzwAWLkAmeWC11rHiCLdf2ipmwFfLCiifYOf5WPANcsAiZIIVAqWPFE2y5lkvxMigUEiueYOf4W/EMyCtYiMhJ23XV4XA4HLnJ98rif4vIgyLyXhGpLabQqUZHR0fYCnlhxRNsufYna8JWyAsrnmDn+FvxDMgrWKjq7wB/gpe/aZ+IfFNEjj8pvuMFWMkPY8UTbLluMZJzyYon2Dn+VjwD8r5noaq9wCfwxp+4APh7EXlaRN5QLLlTgSDNcaljxRNsuQbpyEsdK55g5/hb8QzI957FWSLyeeAp4PeAS1X1Jf7rzxfRz+FwOBwlQL65of4B+CfgOlU9FhSq6qiIfKIoZqcITU1NYSvkhRVPsOU6mqoMWyEvrHiCneNvxTMg32DxB8CxIBOsiJQBcVWdU9XSH5S3hAlG8Cp1StHzjW95G0MHDr2gfFvjFg6OHV5hieczMDDIWcUQOw7K/ZH2Sh0rnlCadXUlrHgG5BssfgpcBASNbFXAT4DfLobUqcSRI0eoq6sLWyMnpeg5dODQiiPddcWn6U1uyrn8M3uuLIbWcbElOs9zBjK6BkO7WqAU6+pKWPEMyPcGd1xVM3dj/NdVxVFyOBwOR6mRb7CYFZFXBm9E5Gzg2BrzO/LEyi8LK54AEwul/0s9wIqrFU+wU1eteAbk2wz1IeBOEQnGv94G/HFRjE4xEolE2Ap5YcUTYGqxaGN6FRwrrlY8wU5dteIZkO9DeQ8BL8Yb4vS9wEtU9eFiip0q7N+/P2yFvLDiCbCjYi5shbyx4mrFE+zUVSueAcfzc+EcoM1f5hUigqp+vShWDofD4Sgp8n0o71bgs8Dv4AWNc4Bd692oiHxYRJ4QkcdF5HYRiYvI6SJyr4j0+v/rsubfIyJ9IvKMiLxuvdstReLxeNgKeWHFEyC5FAlbIW+suFrxBDt11YpnQL5XFruAM1T1hPMUi8h24C/89R0Tkb3AVcAZwM9U9TMici1wLfAxETnDn/5SoAn4qYh0B898WKe1tTVshbyw4gkwnLLTUc+KqxVPsFNXrXgG5Nsb6nFgawG3Ww5Uikg5XhfcUeAy4BZ/+i3A5f7ry4A7VHVeVQeAPuDcArqESl9fX9gKeWHFE6DD0EA9VlyteIKdumrFMyDfK4sG4EkReRDIPJ2jqq8/3g2q6gER+SwwhNf99ieq+hMRaVTVg/48B0Vki7/IduCBrFWM+GUnBUtLNp6MteIJUGZooB4rrlY8wU5dteIZkG+w+FShNujfi7gMaAcm8brkvnWtRVYoW7Hmisg1wDUAzc3N9PT0ANDQ0EA8HmdkZASA6upqmpqa6O3tBaCsrIzOzk6GhoZIJr1UzDt27GBqaoqJiQkANm/eTDQaZXTU6z1cU1NDY2NjZmjESCRCR0cHg4ODpFIpwBtjd3JyksnJSQAaGxsREQ4d8lJUJBIJFhcXM57RaJT29nYGBgYyqQDa29sZHx9namoKgK1bt6KqmfTGtbW11NbWMjg4CHiDwLe1tdHf358Ziaujo4OxsbFMlsumpibS6TRHjhwBvP7eiUQi0zsjHo/T2tpKX19fpkKrKgcOHGB2dpZg/yaTSY4ePQpAfX09VVVVDA8PA1BZWUlLS0vmswF0d3czPDzMsWPeIzotLS3Mzc0xPj6+ruN0/rlnMy+LJCIL1JV7+/xwuoKoLNEVnwZgerGcw+k4HXHvsy+oMDBfQ2tslkt3X0RXfJrB+WpqIylqy719PpaOs6SwLebVhanFKEfTMXbGvc+eVu+CvK1ilqifBuPZZDUN0RSJiLeOg6k4ZQKNfmrvyYUok4sx2iq87bbGZhlKVVMXSWVc+5M1bIkmMxleR1OVlMtS5unpiYUYiU01mfmTSxGGU1V0VMxkvsx7kzU0RZNU++sYSVUSlyUa/HV0d+4kLou0+L2b5pYiHEhV0RmfRvBOrL7kJrbH5qgq8+rP8HwVlWULnH/u2fT09JT0+VRfX5+pk6V8PnV1dTE1NZU5P0rhfAqO02pIvrchRGQH0KWqPxWRKiCiqtN5Lfz89VwB7FbVd/rv3w6cB1wIvMa/qtgG/FxVXyQiewBU9QZ//h8Dn1LV+9fazq5du3Tfvn3Hq7fhqCoiK8XD0qIUPc+54OIV0314X3m5Xe/ccyVX3LB3Xdsu3LL5uRZiuye2vPLozR/nofvuXfe2N4pSrKsrUaqeIvKwqr6gA1O+vaHeBdwF/KNftB347jpdhoDzRKRKvD11IV7q83uAq/15rga+57++B7hKRCpEpB3oAh5c57ZLjuCXValjxROgydBAPVZcrXiCnbpqxTMg32ao9+HdVP4leAMhZd1TOC5U9ZcichfwK2AB+DXwZaAG2Csi78QLKFf48z/h95h60p//fSdLTygg06xT6ljxBLwmGCMJPa24Vhsa/MhKXbXiGZBvsJhX1VRwyeT3Ylr3HS9V/STwyeXbwLvKWGn+64Hr17s9h8PhcJwY+XadvU9ErsPr7noxcCfwf4qnderQ3NwctkJeWPEE76auFay4WvEEO3XVimdAvsHiWuAI8Bjw58AP8MbjdpwgQS+EUseKJ0Dc0EA9VlyteIKdumrFMyDfRIJLqvpPqnqFqr7Jf22n43UJE3SVK3WseAKZbqIWsOJqxRPs1FUrngF53bMQkQFWuEehqjsLbuRwOByOkuN4ckMFxPF6Kp1eeJ1Tj/r6+rAV8sKKJ8C4oYF6rLha8QQ7ddWKZ0C+zVDjWX8HVPXvgN8rrtqpQVWVjQRtVjwB5gwN1GPF1Yon2KmrVjwD8n0o75VZf7tE5N3ApiK7nRIEj/OXOlY8gUwqCwtYcbXiCXbqqhXPgHx/LvyvrNcLwCBwZcFtHA6Hw1GS5BUsVPW1xRY5VamstNF/3YoneMnxrGDFdW4pwrP9/ZxzwcXrWr51+1bu/uatBbZaGSt11YpnQL69of5yremq+rnC6Jx6tLS0hK2QF1Y8AQ4YGqjHiuuBVBXpRV0lcWNuHr35ugIbrY6VumrFMyDfh/J2Ae/BSyC4HXg33sh2m3D3Lk6I7JTDpYwVT4DO+HEnQw4NK65WPMFOXbXiGXA8gx+9MkhJLiKfAu5U1f9WLDGHY72UXtLn1bHiasXTUTzyvbJoBVJZ71NAW8FtHI4CYCm1gBVXK56O4pHvlcWtwIMi8h28evNHwNeLZnUK0d3dHbZCXljxBG+kNytYcbXiCXbqqhXPgHwfyrseeAcwgTcU6jtUdX13uhzPw0pfayueANtjdp4JsOJqxRPs1FUrngH5NkMBVAFTqnojMOKPWuc4QYLxc0sdK55AZuxoC1hxteIJduqqFc+AfJ/g/iTwMWCPXxQFbiuWlMPhcDhKi3yvLP4IeD0wC6Cqo7guswXBSl9rK54Aw/M2nl0AO65WPMFOXbXiGZBvsEj541cogIhUF0/p1GJuzkZbsBVPgCpD40VbcbXiCXbqqhXPgHyDxV4R+UegVkTeBfwU+KfiaZ06jI+Ph62QF1Y8AerLU7lnKhGsuFrxBDt11YpnQM5gISICfAu4C7gbeBHw16r6/6x3oyJSKyJ3icjTIvKUiLxKRE4XkXtFpNf/X5c1/x4R6RORZ0TkdevdrsPhcDjWR87nLFRVReS7qno2cG+Btnsj8CNVfZOIxPB6Wl0H/ExVPyMi1+KN+/0xETkDuAp4KdAE/FREulXVTveMNWhoaAhbIS+seAIcTVeErZA3VlyteIKdumrFMyDfZqgHROScQmxQRBLA7wI3AahqSlUngcuAW/zZbgEu919fBtyhqvOqOgD0AecWwqUUiMfjYSvkhRVPgKQeT4/wcLHiasUT7NRVK54B+T7B/Vrg3SIyiNcjSvAuOs5axzZ3AkeAm0XkZcDDwAeBRlU9iLfigyKyxZ9/O/BA1vIjftkLEJFrgGsAmpubM4m6GhoaiMfjjIyMAFBdXU1TUxO9vb0AlJWV0dnZydDQEMlkEoAdO3YwNTXFxMQEAJs3byYajTI6OgpATU0NjY2N9Pf3AxCJROjo6GBwcJBUymvfbWtrY3JyksnJSQAaGxsREQ4dOgRAIpFgYmKCSMRLUx2NRmlvb2dgYIB0Og1Ae3s74+PjTE1NAbB161ZUlbGxMQBqa2upra1lcHAQgFgsRltbG/39/SwuehdfHR0djI2NMTMzA0BTUxPpdJojR44AUFdXRyKRYP/+/YBXiVtbW+nr62NpaQn/mFBTU8Ps7CzB/k0mk5lB5+vr66mqqso8aFRZWUlLS8vzkqV1d3czPDyc6V/e0tLCX37sOioqvF+tg8MHmJmd5cwXe0+2/ufkczzV08f5554NwOLiEg88/GvOOuPFbKqp5iVdO4nJIonIAnV+m/rhdAXbY8dI+19u04vlHE7H6Yh7n31BhYH5Glpjs1y6+yK64tMMzldTG0lRW+7t87F0nCWFbTGvLkwtRjmajrEz7n32YN1tFbNExds/zyaraYimSES8dRxMxSkTaIx665hciDK5GKOtwttua2yWoVQ1/6XyOSYWvSFL+5M1bIkm2eTfTB5NVVIuS2yJzgMwsRAjsamGLj+pX3IpwnCqio6KGcrES8jRm6yhKZqk2l/HSKqSuCzR4K+ju3MncVnMDGY0txThQKqKzvi0d1LjPa29PTaXebZieL6Krvh0Zn8dTVeQ1DKaY95xnF0sZzQdp8vfx0sq9M/X0BKbI+6vo6+ykiNHjhT9fKqvr+eRRx6hoaGhpM+nrq4unnzySRKJBFC482lubi5zL2S933urIV4np1UmirSq6pCIrLgGVd2/6sKrr3MX3pf/+ar6SxG5EZgCPqCqtVnzTahqnYh8AbhfVW/zy28CfqCqd6+1nV27dum+ffuOV2/D6enpMfHYf7E8z7ng4nWnvb5zz5VcccPeF5R3xafpzSM9xWrLn8i2j3fZfF0Lsd0TWb4rPs2nP/zOdW/70Zuv46H7CtWKvTan+jl1oojIw6q6a3l5rmvL70ImKHxOVfdn/63TZQQYUdVf+u/vAl4JjInINl92G3A4a/7sDsnNwOg6t11yVFfb6IVsxRO8X7pWsOJqxRPs1FUrngG5gkV2ZuKdhdigqh4ChkXkRX7RhcCTwD3A1X7Z1cD3/Nf3AFeJSIWfYqQLeLAQLqVAU1NT2Ap5YcUTYDRtpy3YiqsVT7BTV614BuQKFrrK6xPlA8A3RORR4OXAp4HPABeLSC9wsf8eVX0C2IsXUH4EvO9k6QkFZNoPSx0rnkCm7dwCVlyteIKdumrFMyDXteXLRGQK7wqj0n8Nv7nBnVjPRlX1EbzR95Zz4SrzXw9cv55tORwOh+PEWTNYqKqN0eQNU1Zmo0uiFU/weuNYwYqrFU+wU1eteAbYsj0J6ezsDFshL6x4AvTP14StkDdWXK14gp26asUzwAWLkBkaGgpbIS+seAK0GBqox4qrFU+wU1eteAa4YBEywcMwpY4VTyDzIJgFrLha8QQ7ddWKZ4ALFg6Hw+HIiQsWIbPW4/WlhBVPgP2GBuqx4mrFE+zUVSueAS5YhEyQo6bUseIJkDA0UI8VVyueYKeuWvEMcMEiZILEaqWOFU8gk1TQAlZcrXiCnbpqxTPABQuHw+Fw5MQFi5DZvHlz2Ap5YcUTvDTlVrDiasUT7NRVK54BLliETDQaDVshL6x4AiwYGqjHiqsVT7BTV614BtipAScpweAvpY4VT4Amf1AeC1hxteIJduqqFc8AFywcDofDkRMXLEKmpsZGzh0rnuANpWoFK65WPMFOXbXiGeCCRcg0NjaGrZAXVjwBDhsaqMeKqxVPsFNXrXgGuGARMsEA9aWOFU+ADkMD9VhxteIJduqqFc8AFywcDofDkRMXLEImErExvpQVT4AFQwP1WHG14gl26qoVzwAXLEKmo6MjbIW8sOIJMGBooB4rrlY8wU5dteIZ4IJFyAwODoatkBdWPAFaY7NhK+SNFVcrnmCnrlrxDAgtWIhIRER+LSLf99+fLiL3ikiv/78ua949ItInIs+IyOvCci4GqZSNBG1WPAEqypbCVsgbK65WPMFOXbXiGRDmlcUHgaey3l8L/ExVu4Cf+e8RkTOAq4CXAruBL4qIrcY+h8PhME4owUJEmoE/BL6SVXwZcIv/+hbg8qzyO1R1XlUHgD7g3A1SLTptbW1hK+SFFU+AwfnqsBXyxoqrFU+wU1eteAaE9Vjm3wEfBTZllTWq6kEAVT0oIlv88u3AA1nzjfhlL0BErgGuAWhubqanpweAhoYG4vE4IyMjAFRXV9PU1ERvby8AZWVldHZ2MjQ0lBkXd8eOHUxNTWVyzm/evJloNJrJ51JTU0NjY2Omr3QkEqGjo4PBwcHM5WVbWxuTk5NMTk56H7CxERHh0KFDACQSCVSV6elpwEss1t7ezsDAAOl0GoD29nbGx8czA6Vs3boVVWVsbAyA2tpaamtrM+2fsViMtrY2+vv7WVz0xk3u6OhgbGyMmRmvr3xTUxPpdJojR44AUFdXRyKRYP/+/QDE43FaW1vp6+tjaclrfjjttNNYWFhgdtZru25ubiaZTHL06FEA6uvrqaqqYnh4GIDKykpaWloyxwCgu7ub4eFhjh3z8gy1tLTQsn0bXXHv8x9NV5DUMpr9PESzi+WMpuN0+X38l1Ton6+hJTZHvGyRS3dfREwWSUQWMuMtHE5XkChLE4943tOL5RxOxzPPCSyoMDBfQ2tslkt3X0RXfJrB+WpqIylqy719PpaOs6SwLebVhanFKEfTMXbGvc+e9pPqtVXMEhVvO88mq2mIpkhEvHUcTMUpE2iMeuuYXIgyuRijrcLbbmtslqFUNS+OT5FU70K5P1nDlmiSTf5AQ6OpSspliS3ReQAmFmIkNtVk9ldyKcJwqoqOihnKRAHoTdbQFE1S7a9jJFVJXJZo8NfR3bmTuCzSUjEHwNxShAOpKjrj0wigQF9yE9tjc1T5424Pz1fRFJvL7K/jPU4AfZWVHDlypOjnU319PY8//jg1NTUlfT51dXXR19dHebn3FVyo82lubo7x8XFg/d97qyGquurEYiAilwB/oKrvFZHXAB9R1UtEZFJVa7Pmm1DVOhH5AnC/qt7ml98E/EBV715rO7t27dJ9+/YV7XMUip6eHrq7u8PWyEmxPM+54GLOesen17XsnXuu5Iob9r6gvCs+TW9y0wpL5Lf8iWz7eJfN17UQ2z2R5bvi03z6w+9c97a/+4k/Zuc6e/+0bt/K3d+8Ne/5T/Vz6kQRkYdVddfy8jCuLM4HXi8ifwDEgYSI3AaMicg2/6piG3DYn38EaMlavhmwla7R4TjFSS/qun8UPHrzdQW2cayHDb9noap7VLVZVdvwblz/i6q+FbgHuNqf7Wrge/7re4CrRKRCRNqBLuDBDdYuGlbyw1jxBK8ZyQpWXK14gp26asUzoJRSSX4G2Csi7wSGgCsAVPUJEdkLPAksAO9T1cXwNAuLiI0nY9fyfONb3sbQgUPrWu/AwCBnrVdqFZY2tmX1hLDiasUTTo5zqhQJNVio6s+Bn/uvx4ELV5nveuD6DRPbQA4dOkQikQhbIydreQ4dOLTuJoZn9lx5Ilorsi2WpDdpYxQyK67BzX4LnAznVCninuB2OBwOR05csAgZK78srHiC19XVClZcrXiCnbpqxTPABYuQqa+vD1shL6x4AhxNx8JWyBsrrlY8wU5dteIZ4IJFyAwMDIStkBdWPIHMw3MWsOJqxRPs1FUrngEuWDgcDocjJy5YhEw0aqMt2Ion/CYdhwWsuFrxBDt11YpngJ0acJLS3t4etkJeWPEEW0nvrLha8QQ7ddWKZ4ALFiFjpd3Siid4Cf6sYMXViifYqatWPANcsAiZIBtmqWPFE8hkgrWAFVcrnmCnrlrxDHDBwuFwOBw5ccEiZKy0W1rxBG9sCStYcbXiCXbqqhXPABcsQiYYqKTUseIJ0BC1M7axFVcrnmCnrlrxDHDBImSCEbtKHSueQGa0OgtYcbXiCXbqqhXPABcsHA6Hw5ETFyxCZuvWrWEr5IUVT/DGv7aCFVcrnmCnrlrxDHDBImQ2egz09WLFE6DM0JgyVlyteIKdumrFM8AFi5AZGxsLWyEvrHgCNEbtDNRjxdWKJ9ipq1Y8A1ywcDgcDkdOSmkM7lOS2trasBXywoonwOSCnQRtVlzD9Hy2v59zLrg47/l37mjl2f1DALRu38rd37y1WGonhKVzClywCB0rFcaKJ8Dkop2Beqy4humZXtTjGuM9Kkuc5WfJffTm64qldcJYOqcghGYoEWkRkX8VkadE5AkR+aBffrqI3Csivf7/uqxl9ohIn4g8IyKv22jnYjI4OBi2Ql5Y8QRbSe+suFrxBDuuls4pCOeexQLwV6r6EuA84H0icgZwLfAzVe0Cfua/x592FfBSYDfwRRGJhODtcDgcpywbHixU9aCq/sp/PQ08BWwHLgNu8We7Bbjcf30ZcIeqzqvqANAHnLuh0kUkFrPRDGHFE2B+yU6/DSuuVjzBjqulcwpCvmchIm3AK4BfAo2qehC8gCIiW/zZtgMPZC024pettL5rgGsAmpub6enpAaChoYF4PM7IyAgA1dXVNDU10dvbC0BZWRmdnZ0MDQ2RTHpdBHfs2MHU1BQTExMAbN68mWg0yujoKAA1NTU0NjbS398PQCQSoaOjg8HBQVIpL49OW1sbk5OTTE5OAtDY2IiIcOjQIQASiQTbt2/PeEajUdrb2xkYGMikL25vb2d8fDyTGmDr1q2oaqbbXW1tLbW1tZlL2lgsRltbG/39/SwuLgLQ0dHB2NgYMzMzADQ1NZFOpzly5AgAdXV1fOije9jc0ADA9Mwsjz75NOed/QoiEe/E+/cHH+Yl3Z2cXnsaAI8/3UNNdTVtLdt5SddOTi+fZ26xnJaKOQDmliIcSFXRGZ9GAAX6kpvYHpujqszzGp6vortzJ13xaQCOpitIahnNsWMAzC6WM5qO0xX3vJdU6J+voSU2R7xskUt3X0RMFklEFqgr9/b54XQF4wsVmXVOL5ZzOB2nw1/HggoD8zW0xma5dPdFdMWnGZyvpjaSorbc2+dj6ThLCttiXl2YWoxyNB3LjEMdjBrXVjGbSd39bLKahmgqkxbjYCpOmfymy+nkQpTJxRhtFd52W2OzDKWqiYhmXPuTNWyJJtkUWQBgNFVJuSyxJToPwMRCjMSmmsz8yaUIw6kqOipmKBOvz35vsoamaJJqfx0jqUriskSDv47uzp3EZfG4j9PMUnlmfx3vcQJIbKqhoXz+ecdpQcto8tdRyONUUbZEV3yatJbxKIRyPiUSCfbv3w9APB6ntbWVvr4+lpa8+tLV1UU0Gs2c+83NzSSTSY4ePQpAfX09VVVVDA8PA1BZWUlLS0tmfoDu7m6Gh4c5dszbhy0tLczNzWVyTq33e281JKwHQ0SkBrgPuF5Vvy0ik6pamzV9QlXrROQLwP2qeptffhPwA1W9e63179q1S/ft21fET1AY+vv76ejoCFuDcy64eM2biO0VMwzM16w47c49V3LFDXvXtd1iLLuWa7G3fbzL5utaiO2eyPLtFTP87V/+Wej7Kx+y9+mjN1/HQ/fdu67tFptSOfeXIyIPq+qu5eWhXK+JSBS4G/iGqn7bLx4TkW3+9G3AYb98BGjJWrwZGN0o12IT/FopdcrFztOmzrXwWPEEO65Wzv2AMHpDCXAT8JSqfi5r0j3A1f7rq4HvZZVfJSIVItIOdAEPbpSvw+FwOMK5Z3E+8DbgMRF5xC+7DvgMsFdE3gkMAVcAqOoTIrIXeBKvJ9X7VNVWSF6DUrwMXYn+ZP5NJWHjXAuPFU+w42rl3A/Y8GChqr8AVktLduEqy1wPXF80qRAZGxujqakpbI2cbIkmOZSuDFsjL5xr4dliKDeUlX1q5dwPsNHH7CQm6FFR6gQ9dCzgXAuPFU+w42rl3A9wwcLhcDgcOXHBImSsXIaOpkr/sj7AuRYeK55gx9XKuR/ggkXIBA8LlTrl/sNnFnCuhceKJ9hxtXLuB7hgETLBU5+lTvAUsQWca+Gx4gl2XK2c+wEuWDgcDocjJy5YhExdXV3umUqAiQU7Sc+ca+Gx4gl2XK2c+wFu8KOQSSQSYSvkxdSinariXAuPFU94vuvxjrK3nGKOtGfl3A+wUwNOUvbv3093d3fYGjnZUTFHb3JT2Bp54VwLzw4/S60Fsvfp8Y6yt5xijrRn5dwPcM1QDofD4ciJCxYhE4/Hw1bIi+SSncEJnWvhseIJdlytnPsBLliETGtra9gKeTGcqgpbIW+ca+Gx4gl2XK2c+wHunkXI9PX10dnZWZB1vfEtb2PowKF1LTswMMhZa0zvqJih/zgG6QkT51p4Oirs5DGysk8Lee5vBC5YhEwwzGIhGDpwaN03857Zc+Wa08uMDCgDzrUYWPEEO66FPPc3AtcM5XA4HI6cuGARMl1dXWEr5EWvkQFlwLkWAyueYMfVyrkf4JqhQmZ0dJTt27eHrZGTpmiSUQMDyoBzLQZNhgY/KuQ+PZGH+nI90Gfl3A9wwSJkZmdnM69P5AY15L5JfSJURxbASJJM51p4qo0MKASF3acn8lBfrgf6ss99C7hgUUKcyA1qyH2T2uFwONaLu2cRMs3NzWEr5MWIkQFlwLkWAyueYMfVyrkfYObKQkR2AzcCEeArqvqZkJVW5HibkrZv28qBg978xWxGOlHissSxsCXyxLkWnriRAYWgdPZprvsd2ef+coqZwHC9mAgWIhIBvgBcDIwAD4nIPar6ZLhmL+R4m5K64tOZpGel3IzUEJ1nYtFG6mfnWngajAwoBKWzT3Pd78g+95dTzASG68VEsADOBfpU9VkAEbkDuAwouWDhcDgcJ0oxe2GtF1Et/acdReRNwG5V/W/++7cBv6Wq71823zXANf7bFwHPbKjo+mgAjoYtkQdWPMG5FgMrnmDHtRQ9jwKo6u7lE6xcWcgKZS+Icqr6ZeDLxdcpHCKyT1V3he2RCyue4FyLgRVPsONqxTPASm+oEaAl630zMBqSi8PhcJxyWAkWDwFdItIuIjHgKuCekJ0cDofjlMFEM5SqLojI+4Ef43Wd/aqqPhGyVqGw0mxmxROcazGw4gl2XK14AkZucDscDocjXKw0QzkcDocjRFywcDgcDkdOXLAIARFpEZF/FZGnROQJEflg2E6rISJxEXlQRP7Dd/2bsJ3WQkQiIvJrEfl+2C5rISKDIvKYiDwiIvvC9lkLEakVkbtE5Gm/zr4qbKfliMiL/H0Z/E2JyIfC9loNEfmwfz49LiK3i0g8bKdcuHsWISAi24BtqvorEdkEPAxcXorpS0REgGpVnRGRKPAL4IOq+kDIaisiIn8J7AISqnpJ2D6rISKDwC5VLbWHsl6AiNwC/L+q+hW/N2KVqk6GrLUqfnqgA3gP7u4P22c5IrId7zw6Q1WPiche4Aeq+rVwzdbGXVmEgKoeVNVf+a+ngaeAkhwFRT1m/LdR/68kf2GISDPwh8BXwnY5WRCRBPC7wE0Aqpoq5UDhcyHQX4qBIotyoFJEyoEqDDw35oJFyIhIG/AK4Jchq6yK37TzCHAYuFdVS9X174CPAhZSpCrwExF52E9TU6rsBI4AN/vNe18RkeqwpXJwFXB72BKroaoHgM8CQ8BB4DlV/Um4VrlxwSJERKQGuBv4kKpOhe2zGqq6qKovx3ty/lwROTNkpRcgIpcAh1X14bBd8uR8VX0l8PvA+0Tkd8MWWoVy4JXAl1T1FcAscG24SqvjN5O9HrgzbJfVEJE6vESo7UATUC0ibw3XKjcuWISE3/5/N/ANVf122D754Dc//Bx4QZKxEuB84PX+vYA7gN8TkdvCVVodVR31/x8GvoOXWbkUGQFGsq4m78ILHqXK7wO/UtWxsEXW4CJgQFWPqGoa+Dbw2yE75cQFixDwbxrfBDylqp8L22ctRGSziNT6ryvxKvrToUqtgKruUdVmVW3Da4b4F1UtyV9rIlLtd2zAb9L5r8Dj4VqtjKoeAoZF5EV+0YWU9tAAb6aEm6B8hoDzRKTK/y64EO++ZUljIt3HScj5wNuAx/x7AQDXqeoPwlNalW3ALX4PkzJgr6qWdLdUAzQC3/G+JygHvqmqPwpXaU0+AHzDb+J5FnhHyD4rIiJVeAOk/XnYLmuhqr8UkbuAXwELwK8xkPrDdZ11OBwOR05cM5TD4XA4cuKChcPhcDhy4oKFw+FwOHLigoXD4XA4cuKChcPhcDhy4oKFw7FOROTnIvK6ZWUfEpEvrjH/ro2xczgKiwsWDsf6uR3vAcBsSjovkcOxXlywcDjWz13AJSJSAZmkkE3AW0Rk31rjf4jITNbrN4nI1/zXm0XkbhF5yP87v+ifwuHIAxcsHI51oqrjwIP8JlfWVcC3gI+r6i7gLOACETnrOFZ7I/B5VT0HeCMu3bqjRHDpPhyOEyNoivqe///PgCv9tOPleOlSzgAezXN9FwFn+KlAABIisskf98ThCA0XLByOE+O7wOdE5JVAJTABfAQ4R1Un/OallYbMzM6zkz29DHiVqh4rjq7DsT5cM5TDcQL4owj+HPgq3lVGAm/Mh+dEpBEvZfZKjInIS0SkDPijrPKfAO8P3ojIy4ug7XAcNy5YOBwnzu3Ay4A7VPU/8LKIPoEXQP59lWWuBb4P/AveaGkBfwHsEpFHReRJ4N1Fs3Y4jgOXddbhcDgcOXFXFg6Hw+HIiQsWDofD4ciJCxYOh8PhyIkLFg6Hw+HIiQsWDofD4ciJCxYOh8PhyIkLFg6Hw+HIyf8PUpI+ipqkL1EAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"description\": null,\\n \"discrete_values\": null,\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[None]|Variable)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-Distribution-Copy1-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-Distribution-Copy1-checkpoint.ipynb new file mode 100644 index 0000000..0eb2234 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-Distribution-Copy1-checkpoint.ipynb @@ -0,0 +1,914 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(p|5.0|[0.01,10]|Variable)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List, Union\n", + "import random\n", + "\n", + "class Distribution:\n", + " def __init__(self, name: str, **params):\n", + " \"\"\"\n", + " Unified distribution object to encapsulate name and parameters.\n", + "\n", + " :param name: Name of the distribution (e.g., 'normal', 'uniform').\n", + " :param params: Parameters specific to the distribution.\n", + " \"\"\"\n", + " self.name = name\n", + " self.params = params\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the distribution to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"params\": self.params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Distribution instance from a dictionary.\"\"\"\n", + " return cls(name=data[\"name\"], **data.get(\"params\", {}))\n", + "\n", + " def generate_value(self, range: Union[Tuple[float, float], List[Union[int, str]]]) -> Union[float, int, str]:\n", + " \"\"\"\n", + " Generate a value based on the distribution within the specified range.\n", + "\n", + " :param range: Tuple specifying the minimum and maximum values or a list of discrete options.\n", + " :return: Generated value.\n", + " \"\"\"\n", + " if isinstance(range, list):\n", + " return random.choice(range)\n", + "\n", + " min_val, max_val = range\n", + "\n", + " if self.name == \"normal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.name == \"truncated_gauss\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.name == \"weibull\":\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.name == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.name == \"exponential\":\n", + " rate = self.params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.name == \"lognormal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.name == \"beta\":\n", + " alpha = self.params.get(\"alpha\", 2.0)\n", + " beta = self.params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.name == \"gamma\":\n", + " shape = self.params.get(\"shape\", 2.0)\n", + " scale = self.params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.name == \"cauchy\":\n", + " location = self.params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.name}\")\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: Union[float, int, str], \n", + " range: Optional[Union[Tuple[float, float], List[Union[int, str]]]] = None, \n", + " distribution: Optional[Distribution] = None, \n", + " type: Optional[str] = None):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution object for the parameter (optional)\n", + " :param type: Type of the parameter (\"Constant\" or \"Variable\")\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = type or (\"Constant\" if range is None else \"Variable\")\n", + " self.distribution = distribution or (Distribution(\"uniform\") if self.type == \"Variable\" else None)\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = Distribution(\"uniform\")\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution.to_dict() if self.distribution else None\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " distribution = None\n", + " if data.get(\"distribution\"):\n", + " distribution = Distribution.from_dict(data[\"distribution\"])\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=distribution,\n", + " type=data.get(\"type\")\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def sample_value(self) -> Union[float, int, str]:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.distribution.generate_value(self.range)\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[Union[float, int, str]]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.distribution.generate_value(self.range) for _ in range(n)]\n", + "\n", + "\n", + " @property\n", + " def min(self):\n", + " return self.range[0]\n", + "\n", + " @property\n", + " def max(self):\n", + " return self.range[1]\n", + "\n", + " def __repr__(self):\n", + " \n", + " try:\n", + " value_range = f\"{self.min:.2g},{self.max:.2g}\"\n", + " except:\n", + " if len(self.range) > 4:\n", + " value_range = self.range[:4] + [\"...\"]\n", + " else:\n", + " value_range = self.range[:4]\n", + " return f\"({self.name}|{self.value}|[{value_range}]|{self.type})\"\n", + " \n", + "p = Parameter(name=\"p\", value=5.0, range=(0.01, 10.00))\n", + "p \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|Variable)" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|Variable)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "Sampled values: [4.885952354742727, 6.055996373255509, 5.388964522314538, 4.094716989820279, 3.9526886916864683, 3.1405205215016236, 5.659584643027048, 5.812026863627966, 3.842903026714163, 4.887295274106627]\n", + "Sampled discrete values: ['a', 'b', 'c', 'c', 'a', 'c', 'b', 'a', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [3.5458570368163276, 5.16187264375604, 5.469195856550312, 5.8892208488965325, 5.608578652604324, 5.21036459357762, 6.271793320158304, 4.2509682251340655, 5.953216393559369, 3.789704716970302]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[3.481773426421716,\n", + " 8.367316961502322,\n", + " 6.034611148645582,\n", + " 6.09683303694761,\n", + " 5.0476688475593425,\n", + " 2.853952509337593,\n", + " 4.655539365816509,\n", + " 4.834060052586436,\n", + " 7.527715230237797,\n", + " 8.646414930777574]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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7ngoiskNVN4z2WaBnCqra6f89JCI/wLsc1CUiS/yzhCXAIX/1DiC7278qoDNIfad/SYVNekBz/iLtvuv9Oe/3yrdenvO2U2W2eo5K91SI6ns9VaZyrBc9/LfTrGbm09bWRk1NzbS3G9h7CiJSKiLlp6eB3wReBx4GbvVXuxX4kT/9MHCLiMREZDlQD7wQlD6A8jK3HtF0scdQFz279r0GN+N8+nLQdBPkmcJi4Acicno/31bVR0VkO/CgiNwGtAE3A6jqGyLyILATyAB3BPnkkWEYhnEmgZ0pqOpeVV3r/7tQVe/2lx9R1WtUtd7/ezRrm7tVdaWqrlLVnwal7TQvv7Yz6F3MKJ5+btv4K80xXPTs2vca3IzzeDeMc8Xpbi4WVSyMWkKoVFUuiVpC6Ljo2bXvNbgZ59NPwU03TheFpUvOj1pCqKxcHswvi5mMi55d+16Dm3E+duxYIO06XRQMwzCM4ThdFPbua49aQqi8vnN31BJCx0XPrn2vwc04n3feeYG063QvqYlkMmoJoXIycSpqCaHjomfXvtcwtTjv3bMn5550W1pauSTnPU9t3xeuquPr9/zLFPY+Ok4XhTUNdZF0ohUVl1/6lqglhI6Lnl37XsPU4hzlC4pT2Xf5G2ft7GFKOF0UDGOmMpVfkBfUr6BwmvUY7uB0Ueg+eoxY1CJCpPNgFyuiFhEys9XzVH5B7n3gf85Kz1NhtsZ5KnQftaePpp3mltaoJYTKK6+791KTeXYDFz0Hlb+cLgob16+LWkKovPPaq6OWEDrm2Q1c9BxU/nK6KBiGYRjDcboopPxBblwhmUxFLSF0zLMbuOg5qPzldFHY/vKrUUsIlZ89+fOoJYSOeXYDFz0Hlb+cfvro9HCJrnDV2zZGLSF0zPPkmMqjsDD1l7lyxcU4r/OHEZ1unC4KJcXFTr3kU15WFrWE0DHPk2Mqj8JCdKPNuRjnkuLiQNp1+vKRYRiGMRyni8KOV16PWkKobP35c1FLCB3z7AYueg4qfzldFCrPXxy1hFBZWeten/Pm2Q1c9BxU/nK6KCxZHEzXszOV2pqqqCWEjnl2Axc9B5W/nC4KhmEYxnCcLgpNe1ujlhAqrzg4oLt5dgMXPQeVv5wuCoODg1FLCJXMoEtvZXiYZzdw0XNQ+cvporCqzq3OdtevvThqCaFjnt3ARc9B5S+ni4JhGIYxHKeLQtfhI1FLCJX2/Z1RSwgd8+wGLnoOKn85XRTaOvZHLSFUdjXuiVpC6JhnN3DRc1D5y+micNm6KLruio7rrr4yagmhY57dwEXPQeUvp4uCYRiGMZzAi4KI5IvIyyLyY39+oYg8LiJN/t8FWeveJSLNIrJbRK4PWlsimQx6FzOKk6dORS0hdMyzG7joOaj8FcaZwieAN7Pm7wS2qmo9sNWfR0TWALcAFwJbgC+JSH6QwpzrEO9p9zoNM89u4KLnWdkhnohUAe8CvpK1+CbgXn/6XuA9WcvvV9WkqrYAzcDlQepbv/aiIJufcVyzeVPUEkLHPLuBi56Dyl9BD7LzD8BfAOVZyxar6gEAVT0gIov85UuBbVnrdfjLhiEitwO3A1RVVdHY2AhARUUF8Xicjo4OAEpLS6msrKSpqQmAvLw86urqaGtrI5FIAFBeVkpeQZIFBd74rofSMTKaR2WRdyraN1DAoXSclfF+ADIqtCTLqCk6wY1brqU+3kdrspT5+SnmF3jjpXal4wwqLCny9tE7UEh3uogV8RMApNWrw7WxExSK90bi3kQpFYUp5uV7bRxIxckTWFzotdGTKaRnoIjamLffmqITtKVKWR7rp0AUgD2JMhYVJijPzwDQmSqmQAZZVOidYh7LFKHnnEN93BtWKDGYT3uqhJWxfvL8NpoSZVQWJij12+hIFROXQSr8NhrqVhCXAapjJwE4OZjP/lQJdfE+BFCgOVHO0qKTlOR5b5i2J0soyc8MHa/udIyE5lHlH+MTAwV0puPU+8d4UIU9yTKqi04S99uYV15GRY5xWr72YgpyjFNrspRrNm8aOmaTiRP8ejSwycapd6Bg6HjlEqcDVUvJRBCnfckS1qyqHzpek4lTLG+QG7dcS6EM5hSni9espmSWxelIpogF83/9f3IycTq3IEVs5QqOHj066by3bNnYPcoGVhRE5AbgkKruEJGrJrLJKMv0jAWq9wD3AGzYsEEbGhqGfT7efE1NzdB0Op2hLxOjOxMbtk5TonzM+bZUKY88+gTxzbcDcDgT53AmPmKbwjHbaE2WDpvvSsfpSg9vo3fgzDYeefQJbvb325IcPtrUwXQxB0eM5X18oGhoOplKnaFjz4g2OtPFkNXGKeCY30Zj817Wav4ZbTSPmN+fKhk2n8jkDztep72M9JZNe1YbvX39dOcYp0RjM/El7wByi9PWp59j4ZZPDM1PNE4ATz27jZvfNfk4AWccr8nEKXHkKPEI4gSwc3cTF46zzWhxAoa+27nEaU/LPuI1v74NORviBHCs53hOcTqaiVHesZ+FCxcCk8t74xHk5aNNwLtFpBW4H3iHiNwHdInIEgD/7yF//Q6gOmv7KiDQN1KCGvh6pvL4k89ELSF0zLMbuOg5qPwVWFFQ1btUtUpVa/FuIP+Hqv4+8DBwq7/arcCP/OmHgVtEJCYiy4F64IWg9AHUVJ1xdWpOs7phZdQSQsc8u4GLnoPKX0HfUxiNzwMPishtQBtwM4CqviEiDwI7gQxwh6oG2vXh4vPOpS/IHcwwqpdWRi0hdMyzG7joefF55wbSbihFQVWfAp7yp48A15xlvbuBu8PQZBiGYZyJ0280727eG7WEUNnxymtRSwgd8+wGLnoOKn85XRTy8tyyX5AX6LuAMxLz7AYueg4qf7mVFUdQv6I2agmhsvbiNVFLCB3z7AYueg4qfzldFAzDMIzhOF0UDnQdjlpCqLS2dUQtIXTMsxu46Dmo/OV0Ueg82BW1hFDZ07ovagmhY57dwEXPQeUvp4uCcx3ivd29TsPMsxu46Dmo/OV0UTAMwzCG43RRcG1gjr7+/qglhI55dgMXPQeVv5wuCi+/tjNqCaHy1LPbxl9pjmGe3cBFz0HlL6eLQlADX89UfvPqt0ctIXTMsxu46Dmo/OV0USgqLBx/pTlELFY0/kpzDPPsBi56Dip/TagoiIhbj+kYhmE4ykTPFP5VRF4QkT8RkflBCgqTbTtejlpCqPz0iSejlhA65tkNXPQcVP6aUFFQ1bcBH8QbGe1FEfm2iFwXiKIQqVteG7WEUFl7kXv9w5hnN3DRc1D5a8L3FFS1Cfgr4FPAZuAfRWSXiLw3EGUhULFwQdQSQqXy/MVRSwgd8+wGLnoOKn9N9J7CJSLy98CbwDuAG1X1An/67wNRZhiGYYTORM8U/gl4CVirqneo6ksAqtqJd/YwK9nZ2By1hFB54aVfRS0hdMyzG7joOaj8NdHhOH8LOHV6zGQRyQPiqnpSVb8ZiLIQiMdiUUsIlZJ4cdQSQsc8u4GLnoPKXxM9U3gCyD7qJf6yWc2KZdVRSwiVi9asilpC6JhnN3DRc1D5a6JFIa6qQ52L+NMlgSgyDMMwImOiReGEiFx6ekZE1gOzvje5/QcORi0hVPa0uNfnvHl2Axc9B5W/JloU/hT4rog8IyLPAA8AHw1EUYgc6j4atYRQ6eg8ELWE0DHPbuCi56Dy14RuNKvqdhFZDawCBNilqulAFIXIuovX0Be1iBDZvGlj1BJCxzy7gYue110czAt7E336COAyoNbfZp2IoKrfCESVYRiGEQkTKgoi8k1gJfArYMBfrMCsLgp9/SeilhAqPcd7OT9qESFjnt3ARc9B5a+J3lPYAGxS1T9R1Y/5/z4eiKIQeXXnrqglhMozz78QtYTQMc9u4KLnoPLXRIvC6zD3CvHG9euilhAqv3Xd1VFLCB3z7AYueg4qf020KFQAO0XkMRF5+PS/sTYQkbjf3fYrIvKGiHzWX75QRB4XkSb/74Ksbe4SkWYR2S0i1+dua2Lk57s1xlB+fn7UEkLHPLuBm56DyV8TvdH8mRzaTgLvUNV+ESkEnhWRnwLvBbaq6udF5E7gTuBTIrIGuAW4EKgEnhCRhtNdaxiGYRjBM9HxFJ4GWoFCf3o7Xgd5Y22jWW9BF/r/FLgJuNdffi/wHn/6JuB+VU2qagvQDFw+YSc58NwLO4Jsfsbx48e2Ri0hdMyzG7joOaj8NdGusz8MPAR82V+0FPjhBLbLF5FfAYeAx1X1l8BiVT0A4P9dlNVme9bmHf6ywLigoS7I5mccl126NmoJoWOe3cBFz0Hlr4leProD71f7L8EbcEdEFo29CfiXft7iD+H5g3HGepbRmjhjJZHbgdsBqqqqaGxsBKCiooJ4PE5HRwcApaWlVFZW0tTUBEBeXh51dXW0tbWRSCQAWHzeueQVJFlQkALgUDpGRvOoLPJ68OgbKOBQOs7KuHfCk1GhJVlGTdEJbtxyLfXxPlqTpczPTzG/wHuXrysdZ1BhSZG3j96BQrrTRayIe4+PpdWrw7WxExTKIAB7E6VUFKaYl++1cSAVJ09gcaHXRk+mkJ6BImpj3n5rik7QlipleayfAvEO0Z5EGYsKE5TnZwDoTBVTIIMsKkwCcCxThC6tpD7uva6XGMynPVXCylg/eX4bTYkyKgsTlPptdKSKicsgFX4bDXUriMsA1bGTAJwczGd/qoS6eB/iB6s5Uc7SopOU5HlX/dqTJZTkZ4aOV3c6RkLzqPKP8YmBAjrTcer9Yzyowp5kGdVFJ4n7bcwrL6Mixzgt37SRghzj1Jos5ZrNm4aO2WTiBHDV27wXqiYbp96BgqHjlUucylY3kIkgTvuSJaxZVT90vCYTp1jeIDduuZZCGcwpTldcvp6SWRanI5kiFsw/Z+h4TSZO5xakiF20hqNHj0467y1btoyxmGhRSKpqSsTL2yJSwCgJ+2yoao+IPAVsAbpEZImqHhCRJXhnEeCdGWR3+1cFdI7S1j3APQAbNmzQhoaGYZ+PN19TUzM0nU5n6MvE6M4M74K2KVE+5nxbqpRHHn2C+ObbATiciXM4Ex+xTeGYbbQmS4fNd6XjdKWHt9E7cGYbjzz6BDf7+21Jlg37/GC6mIMj3jM/PlA0NJ1Mpc7QsWdEG53pYshq4xRwzG+jsXkvazX/jDaaR8zvTw3vKzGRyR92vE57Gektm/asNnr7+unOMU6JxmbiS94B5BanrU8/x8Itnxian2icAJ56dhs3v2vycQLOOF6TiVPiyFHiEcQJYOfuJi4cZ5vR4gQMfbdzidOeln3Ea379bMpsiBPAsZ7jOcXpaCZGecd+Fi5cCEwu743HRG9fPy0inwaK/bGZvws8MtYGInKef4aAiBQD1wK7gIeBW/3VbgV+5E8/DNwiIjERWQ7UA4E+fPz6rsYgm59xPL99zNtAcxLz7AYueg4qf030TOFO4DbgNeCPgZ8AXxlnmyXAvSKSj1d8HlTVH4vI88CDInIb0AbcDKCqb4jIg8BOIAPcEfSTR2WlpeOvNIeYP29e1BJCxzy7gYueg8pfE+0QbxD4f/6/CaGqrwJnvF2hqkeAa86yzd3A3RPdx1SprV7qVId4F6xy68Y6mGdXcNFzbXUwz+FMtO+jFka5h6CqK6ZdkWEYhhEZk+n76DL/35XAPwL3BSUqLNr2n3Efe06zu3lv1BJCxzy7gYueg8pfE3157UjWv/2q+g/AOwJRFCI9x3ujlhAqh7uPRC0hdMyzG7joOaj8NdHLR5dmzebhnTmUn2X1WcMla1Y7dU/hbRsvi1pC6JhnN3DR8yVrVgfS7kSfPvq7rOkMXpcX7592NYZhGEakTPTpoznZL+3x3r4J31SZCxw5eizYfkNmIObZDVz0fLw3mOscE+376L+O9S8QZSHg2strv3CsA0Awz67goueoX147/fTR6TEUbgR+zvAO7GYdV1y2nv7xV5sz3Hj9tVFLCB3z7AYuer7isvWBtDvRolABXKqqfQAi8hngu6r6nwNRFRIyWhd8cxnX/IJ5dgUHPQeVvyZ6Sb0GSGXNp4DaaVcTMjrhLv3mCK75BfPsCg56Dip/TbQofBN4QUQ+IyJ/g9eF9jeCkRQev9ju1nXIRx57ImoJoWOe3cBFz0Hlr4k+fXS3P5Tmlf6iP1LVlwNRFCIXrW4Yf6U5xBWXB3MNciZjnt3ARc9B5a/JPJFZAvSq6heBDr9761nNOfNm/ft3k+LchQuilhA65tkNXPQcVP6a6COpfwN8CrjLX1TIHOj7yDAMwxjORM8Ufht4N3ACQFU7mQPdXLy6c1fUEkLl2W3bo5YQOubZDVz0HFT+mmhRSKmq4t/jF5E5MTrN/HPcGpjjvIpzo5YQOubZDVz0HFT+mmhReFBEvgzMF5EPA08wiQF3Zio1SyujlhAqq+rcG/7CPLuBi56Dyl/jPn0kIgI8AKwGeoFVwF+r6uOBKDIMwzAiY9wzBf+y0Q9V9XFV/W+q+udzpSC0tu+PWkKovLm7OWoJoWOe3cBFz0Hlr4lePtomInOuw/L+EyeilhAqPb1uDSoE5tkVXPQcVP6aaN9HVwMfEZFWvCeQBO8k4pJAVIXERasbnBpk562XXTr+SnMM8+wGLnoO6uW1MYuCiNSoahvwzkD2bhiGYcwoxrt89EMAVd0HfEFV92X/C1xdwBztOR61hFDpOtwdtYTQMc9u4KLnoPLXeEUhu3PWOffM15uNbt2c2v7SK1FLCB3z7AYueg4qf41XFPQs03OCTY51onXD9ddELSF0zLMbuOg5qPw13o3mtSLSi3fGUOxPw69vNLv1SrBhGMYcZ8yioKr5YQmJgoGBwaglhMrAwEDUEkLHPLuBm56DyV+T6Tp7zrFtx6wfEmJS/OTxJ6OWEDrm2Q1c9BxU/nK6KFyyZnXUEkLlyrdeHrWE0DHPbuCi56DyV2BFQUSqReRJEXlTRN4QkU/4yxeKyOMi0uT/XZC1zV0i0iwiu0Xk+qC0naa8bE509jphXOsVFsyzK7joOaj8FeSZQgb4pKpeAGwE7hCRNcCdwFZVrQe2+vP4n90CXAhsAb4kInP6noZhGMZMI7CioKoHVPUlf7oPeBNYCtwE3Ouvdi/wHn/6JuB+VU2qagvQDAR6TvjyazuDbH7G8fRz26KWEDrm2Q1c9BxU/ppo30dTQkRqgXXAL4HFqnoAvMIhIov81ZYC2ZHt8JeNbOt24HaAqqoqGhsbAaioqCAej9PR0QFAaWkplZWVNDU1AZCXl0ddXR1tbW0kEgkAqpeeT0VBkgUFKQAOpWNkNI/KolMA9A0UcCgdZ2W8H4CMCi3JMmqKTnDjlmupj/fRmixlfn6K+QVpALrScQYVlhR5++gdKKQ7XcSKuNd5VVq9OlwbO0GheE8P7E2UUlGYYl6+18aBVJw8gcWFXhs9mUJ6BoqojXn7rSk6QVuqlOWxfgrEe31kT6KMRYUJyvMzAHSmiimQQRYVJgE4limiYeUK6uNeb0+JwXzaUyWsjPWT57fRlCijsjBBqd9GR6qYuAxS4bfRULeCuAxQHTsJwMnBfPanSqiL93nPKAPNiXKWFp2kJM97GqQ9WUJJfmboeHWnYyQ0jyr/GJ8YKKAzHafeP8aDKuxJllFddJK438a88rKc43TzTTewOMc4tSZLuWbzpqFjNpk4AVz1to0Ak45T70DB0PHKJU7HL7s0kjjtS5awZlX90PGaTJxieYPcuOVaCmUwpzi9e8t11MyyOB3JFLFg/jlDx2sycTq3IEX12zZy9OjRSee9ZcuWMRaBFwURKQO+B/ypqvZ6wzOMvuooy854YU5V7wHuAdiwYYM2NAzvFGq8+ZqamqHpioUL6c7E6M7Ehq3TlCgfc74tVcojjz5BfPPtABzOxDmciY/YpnDMNlqTw68HdqXjdKWHt9E7cGYbjzz6BDf7+21Jlg37/GC6mIPpYYs4PlA0NL3k/EVn6Ngzoo3OdDFktXEKOOa30di8l7Waf0YbzSPm96dKhs0nMvnDjtdpLyO9ZdOe1UZvX3/OcUp0d9PrL88lTluffo6FWz4xND/ROAE89ew2bn7X5OMEnHG8JhOnWFERiQjiBLBzdxMXjrPNaHEChr7bucTpeF/fsGWzIU4Ax3qO5xSno5kY5cd7WbhwITC5vDcegT59JCKFeAXhW6r6fX9xl4gs8T9fAhzyl3cA1VmbVwGdQeozDMMwhhPk00cC/Bvwpqp+Ieujh4Fb/elbgR9lLb9FRGIishyoB14ISh/A3n3tQTY/43h95+6oJYSOeXYDFz0Hlb+CvHy0CfgQ8JqI/Mpf9mng83hjPt8GtAE3A6jqGyLyILAT78mlO1Q10NcUE8lkkM3POE4mTkUtIXTMsxu46Dmo/BVYUVDVZxn9PgHAqL1XqerdwN1BaRrJmoY6pwbZufzSt0QtIXTMsxu46HlNQ10g7Tr9RrNhGIYxHKeLQvfRY1FLCJXOg11RSwgd8+wGLnoOKn85XRSaW1qjlhAqr7zu1st6YJ5dwUXPQeUvp4vCxvXropYQKu+89uqoJYSOeXYDFz0Hlb+cLgqGYRjGcJwuCql0evyV5hDJZCpqCaFjnt3ARc9B5S+ni8L2l1+NWkKo/OzJn0ctIXTMsxu46Dmo/OV0UVh38ZqoJYTK6Y6/XMI8u4GLnoPKX04XhZLi4qglhEp5Wdn4K80xzLMbuOg5qPzldFEwDMMwhuN0UdjxyutRSwiVrT9/LmoJoWOe3cBFz0HlL6eLQuX5i6OWECora8ceXGMuYp7dwEXPQeUvp4vCksXnRS0hVGprqqKWEDrm2Q1c9BxU/nK6KBiGYRjDcbooNO1tjVpCqLwS0EDfMxnz7AYueg4qfzldFAYHB6OWECqZwUDHLJqRmGc3cNFzUPnL6aKwqm5F1BJCZf3ai6OWEDrm2Q1c9BxU/nK6KBiGYRjDcboodB0+ErWEUGnf3xm1hNAxz27goueg8pfTRaGtY3/UEkJlV+OeqCWEjnl2Axc9B5W/nC4Kl627JGoJoXLd1VdGLSF0zLMbuOg5qPzldFEwDMMwhuN0UUgkk1FLCJWTp05FLSF0zLMbuOg5qPzldFFwrkO8p93rNMw8u4GLnq1DvABYv/aiqCWEyjWbN0UtIXTMsxu46Dmo/OV0UYjHYlFLCBXXBhUC8+wKLnoOKn85XRQMwzCM4ThdFIIa+Hqm8viTz0QtIXTMsxu46Dmo/BVYURCRr4rIIRF5PWvZQhF5XESa/L8Lsj67S0SaRWS3iFwflK5saqqWhrGbGcPqhpVRSwgd8+wGLnoOKn8FeabwdWDLiGV3AltVtR7Y6s8jImuAW4AL/W2+JCL5AWoDYPF55wa9ixlF9dLKqCWEjnl2Axc9B5W/AisKqvpz4OiIxTcB9/rT9wLvyVp+v6omVbUFaAYuD0qbYRiGMToFIe9vsaoeAFDVAyKyyF++FNiWtV6Hv+wMROR24HaAqqoqGhsbAaioqCAej9PR0QFAaWkplZWVNDU1AZCXl0ddXR1tbW0kEgkA9nXsp2FtkgUFKQAOpWNkNI/KIu9FmL6BAg6l46yM9wOQUaElWUZN0Qlu3HIt9fE+WpOlzM9PMb8gDUBXOs6gwpIibx+9A4V0p4tYET8BQFq9OlwbO0GheP2h702UUlGYYl6+18aBVJw8gcWFXhs9mUJ6BoqojXn7rSk6QVuqlOWxfgpEAdiTKGNRYYLy/AwAnaliCmSQRYXeCy7HMkU80bSHm6/vAyAxmE97qoSVsX7y/DaaEmVUFiYo9dvoSBUTl0Eq/DYa6lYQlwGqYycBODmYz/5UCXXxPgRQoDlRztKik5Tkef3btydLKMnPDB2v7nSMhOZR5R/jEwMFdKbj1PvHeFCFPckyqotOEvfbmFdeRkVBbnE6WF7Gshzj1Jos5ZrNm6iP9006TgBXvW0jwKTj1DtQMHS8conTU8eOsTKCOO1LlrBmVf3Q8ZpMnGJ5g9y45VoKZTCnOBUWFs66OB3JFLFg/jlDuicTp3MLUvQWF3P06NFJ571ly8YezzrsonA2ZJRlOtqKqnoPcA/Ahg0btKGhYdjn483X1NQMTadSabozMbozwx/takqUjznflirlkUefIL75dgAOZ+IczsRHbFM4ZhutydJh813pOF3p4W30DpzZxiOPPsHN/n5bkmXDPj+YLuZgetgijg8UDU0nE8kzdOwZ0UZnuhiy2jgFHPPbaGzey1rNP6ON5hHz+1Mlw+YTmfxhx+u0l5HesmnPaqO3rz/nOP3yFy+QuvT3gNzitPXp51i45RND8xONE8BTz27j5ndNPk7AGcdrMnHq6DjA0gjiBLBzdxMXjrPNaHEChr7bucTpxZdeIf+KPxqanw1xAjjWczynOB3NxDj4xpssXLgQmFzeG4+wnz7qEpElAP7fQ/7yDqA6a70qIPC+cOtX1Aa9ixnF2ovXRC0hdMyzG7joOaj8FXZReBi41Z++FfhR1vJbRCQmIsuBeuCFkLUZhmE4T5CPpH4HeB5YJSIdInIb8HngOhFpAq7z51HVN4AHgZ3Ao8Adqhr4oKsHug4HvYsZRWtbR9QSQsc8u4GLnoPKX4HdU1DVD5zlo2vOsv7dwN1B6RmNzoNdNIy/2pxhT+s+VkctImTMsxu46LnzYFcg7Tr9RrNzHeK93b1Ow8yzG7jo2TrEMwzDMALH6aLg2sAcff39UUsIHfPsBi56Dip/OV0UXn5tZ9QSQuWpZ7eNv9Icwzy7gYueg8pfTheFoAa+nqn85tVvj1pC6JhnN3DRc1D5y+miUFRYOP5Kc4hYrGj8leYY5tkNXPQcVP5yuigYhmEYw3G6KGzb8XLUEkLlp088GbWE0DHPbuCi56Dyl9NFoW55bdQSQmXtRe71D2Oe3cBFz0HlL6eLQsXCBeOvNIeoPH9x1BJCxzy7gYueg8pfThcFwzAMYzhOF4Wdjc1RSwiVF176VdQSQsc8u4GLnoPKX04XhXgsNv5Kc4iSeHHUEkLHPLuBi56Dyl9OF4UVy6rHX2kOcdGaVVFLCB3z7AYueg4qfzldFAzDMIzhOF0U9h84GLWEUNnTsi9qCaFjnt3ARc9B5S+ni8Kh7qNRSwiVjs4DUUsIHfPsBi56Dip/OV0U1jk22PfmTRujlhA65tkNXPQcVP5yuigYhmEYw3G6KPT1n4haQqj0HO+NWkLomGc3cNFzUPnL6aLw6s5dUUsIlWeefyFqCaFjnt3ARc9B5S+ni8LG9euilhAqv3Xd1VFLCB3z7AYueg4qfzldFPLz3bKfn58ftYTQMc9u4KbnYPKXW1nRMAzDGBOni8JzL+yIWkKo/PixrVFLCB3z7AYueg4qfzldFC5oqItaQqhcdunaqCWEjnl2Axc9B5W/nC4KC+efE7WEUFl8XkXUEkLHPLuBi56Dyl9OFwXDMAxjOE4Xhdd3NUYtIVSe3/5S1BJCxzy7gYueg8pfM64oiMgWEdktIs0icmeQ+yorLQ2y+RnH/HnzopYQOubZDVz0HFT+mlFFQUTygX8G3gmsAT4gIoH1WldbvTSopmckF6xy68Y6mGdXcNFzUPlrRhUF4HKgWVX3qmoKuB+4KWJNhmEYziCqGrWGIUTkfcAWVf3P/vyHgN9Q1Y9mrXM7cLs/uwrYPYVdVgDdU9h+tuGaXzDPrmCeJ8cyVT1vtA8KctcTCDLKsmFVS1XvAe6Zlp2JvKiqG6ajrdmAa37BPLuCeZ4+Ztrlow4gezTqKqAzIi2GYRjOMdOKwnagXkSWi0gRcAvwcMSaDMMwnGFGXT5S1YyIfBR4DMgHvqqqbwS4y2m5DDWLcM0vmGdXMM/TxIy60WwYhmFEy0y7fGQYhmFEiBUFwzAMYwgni0KYXWnMBESkWkSeFJE3ReQNEflE1JrCQkTyReRlEflx1FrCQETmi8hDIrLLj/dbo9YUJCLyZ/53+nUR+Y6IxKPWFAQi8lUROSQir2ctWygij4tIk/93wXTsy7miEHZXGjOEDPBJVb0A2Ajc4YDn03wCeDNqESHyReBRVV0NrGUOexeRpcDHgQ2qehHewym3RKsqML4ObBmx7E5gq6rWA1v9+SnjXFHAwa40VPWAqr7kT/fhJYo53/GTiFQB7wK+ErWWMBCRecDbgX8DUNWUqvZEKip4CoBiESkASpij7zWp6s+BoyMW3wTc60/fC7xnOvblYlFYCrRnzXfgQII8jYjUAuuAX0YsJQz+AfgLYDBiHWGxAjgMfM2/ZPYVEZmzXQGr6n7gb4E24ABwXFV/Fq2qUFmsqgfA++EHLJqORl0sCuN2pTFXEZEy4HvAn6pqb9R6gkREbgAOqapLA3EXAJcC/6Kq64ATTNMlhZmIfw39JmA5UAmUisjvR6tq9uNiUXCyKw0RKcQrCN9S1e9HrScENgHvFpFWvEuE7xCR+6KVFDgdQIeqnj4LfAivSMxVrgVaVPWwqqaB7wNXRKwpTLpEZAmA//fQdDTqYlFwrisNERG868xvquoXotYTBqp6l6pWqWotXoz/Q1Xn9K9IVT0ItIvIKn/RNcDOCCUFTRuwUURK/O/4NczhG+uj8DBwqz99K/Cj6Wh0RnVzEQYRdKUxE9gEfAh4TUR+5S/7tKr+JDpJRkB8DPiW/4NnL/BHEesJDFX9pYg8BLyE94Tdy8zR7i5E5DvAVUCFiHQAfwN8HnhQRG7DK5A3T8u+rJsLwzAM4zQuXj4yDMMwzoIVBcMwDGMIKwqGYRjGEFYUDMMwjCGsKBiGYRhDWFEwjHEQkadE5PoRy/5URL40xvpODSJvzB2sKBjG+HyHM3vfvMVfbhhzCisKhjE+DwE3iEgMhjoVrAR+T0Re9Pvz/+xoG4pIf9b0+0Tk6/70eSLyPRHZ7v/bFLgLw5gAVhQMYxxU9QjwAr/uz/4W4AHgL1V1A3AJsFlELplEs18E/l5VLwN+B0e69zZmPs51c2EYOXL6EtKP/L//CXi/iNyO9/9oCd6gTa9OsL1rgTVelz0AzBORcn+8C8OIDCsKhjExfgh8QUQuBYqBY8CfA5ep6jH/stBoQ0Fm9yOT/Xke8FZVPRWMXMPIDbt8ZBgTQFX7gaeAr+KdNczDG6/guIgsxhvedTS6ROQCEckDfjtr+c+Aj56eEZG3BCDbMCaNFQXDmDjfwRv3+H5VfQWvV8438ArFc2fZ5k7gx8B/4I0OdpqPAxtE5FUR2Ql8JDDVhjEJrJdUwzAMYwg7UzAMwzCGsKJgGIZhDGFFwTAMwxjCioJhGIYxhBUFwzAMYwgrCoZhGMYQVhQMwzCMIf4/wxgFJU3L+yIAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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wKNy8Cyi+J60R6I5Tn/HKJzesiQ3bYMwdST7U+UojtqQgIjVASlX7wte/DfxX4B7gBuDz4f8fhbvcA3xTRL5AcKG5FXg8Ln0QNLWSYLI+8nPWtfBC247I92Y6VMVMONZzIqEjT8zAsJ93Vh/rOUFF0iIiSOpzPxm+6vL58xUHcZ7tMuAHEozvWg58U1XvE5EngLtE5ANAB3AdgKo+LyJ3AduBPHBT3HceNTTEc0vXZEz+61U5f1P0uLhJ/qo5XaJKmu5cOmkJkbzQtoPzNyWt4lSS+txPhq+6fP58xUFsSUFVdwEbItYfBa46zT63A7fHpWk87e3tXo6w2ZruP20fZpKc07J6whbORMTZwonTr8ladRNxTuuaWVYzO/j6uf/Mf/8cP3ngoWnt+3L9fM2ETZdcFEu5fraLDC8ZHpl+//zLtd92JtckMg/f4WX3ka+c6O0ruc+Xj5T02EeplJ+nP6IxTak0Q4aH/XyO0Pxyw9fP/fDwSNISIvH38xWPXyXdUmhpaUlaQiQ7s7VJS4jkJ/c/yHVX/nHSMk7B/BpLknNuzISt257i/POvS+jop8fXz9fWbU/FUm5JJ4WOjg6ampqSlnEKKysH6fRwUo/Xv+aSpCVE8kr0aybXMia7734iv5Lshjl//dmJHXsifP18xeVXSSeF0Sf8fCPt6aQevo76+Ur0aybXMiYL7HH6NdML8z5eg/H181VXG88tvCWdFAzDmF3swvzLHz+vOM0Rk40BkhR7PZ3U4+FHt06+UQKYX26YX2746tdTz26PpdySbin850/exuNPPTutfeO8IDe/LM8RDyf1aGxYnrSESMwvN8wvNybyaybdZTCzOLK0ftG0jzsRJZ0UKioqvbwvemH5EEc8nNRj7Wo/W1bmlxvmlxsT+TXTsbVmEkdWLD9z2vtOREl3HxmGYRhjKemksGtvZ9ISIjnk6aQez21/KWkJkZhfbphfbvjqV1zxq6STQiabTVpCJHn1s1oGMyeTlhCJ+eWG+eWGr37FFb/8PNs5Yv06P59oHp1RzDcuufDVSUuIxPxyw/xyw1e/4opfJZ0UDMMwjLGUdFI4cux40hIi6fN0Uo/uAweTlhCJ+eWG+eWGr37FFb9KOins2L0naQmRHPJ0Uo+nn4vnYZmZYn65YX654atfccWvkk4Kl150QdISIlmb7k9aQiRvuvqKpCVEYn65YX654atfccWvkk4KhmEYxlhKOikM5XJJS4gk7+mkHtnsUNISIjG/3DC/3PDVr7jiV0knhSeeeiZpCZHs9nRSj589+POkJURifrlhfrnhq19xxa+STgoXvGp90hIiaaocSFpCJJe/7tKkJURifrlhfrnhq19xxa+STgrV8+YlLSGSqpSfc9XW1fr5i8n8csP8csNXv+KKXyWdFAzDMIyxlHRS2Pb0c0lLiGRPNp5p9mbKlp8/mrSESMwvN8wvN3z1K674VdJJoeHMZUlLiGRBmZ93Yaxt9nO8e/PLDfPLDV/9iit+lXRSWL5sSdISIllQ7uetss1NjUlLiMT8csP8csNXv+KKXyWdFAzDMIyxlHRSaN+1J2kJkRz0dKyVp2OaKHymmF9umF9u+OpXXPGrpJPCyIift5qNaNIKosmPDCctIRLzyw3zyw1f/YorfpV0UjirZU3SEiJZXplJWkIkF214VdISIjG/3DC/3PDVr7jiV+xJQUTKROQpEflxuLxIRO4Xkfbw/8KibW8TkR0i8pKIvDFubYZhGMZY5qKlcAvwQtHyrcAWVW0FtoTLiMh64HrgXGAz8GURKYtT2MHDR+Msftr0DlckLSGSzn3dSUuIxPxyw/xyw1e/4opfsSYFEWkE3gL8Q9Hqa4E7w9d3Au8oWv9tVc2q6m5gB3BJnPo6uvbFWfy0OZKrTFpCJC+27UxaQiTmlxvmlxu++hVX/Ip7nrkvAn8G1BWtW6aq+wFUdb+ILA3XrwC2Fm3XFa4bg4jcCNwI0NjYSFtbGwD19fWk02m6uroAqKmpoaGhgfb2dgBSqRQtLS10dHSQyQR9hK+95EJS5VkWlgcPpxzKVZHXVGGi7r7hcg7l0oVJNvIq7M7W0lQ5wNs2X01ruo892RoWlA0V7mU+mEszor/ph+wdruBIrpI16WBQrZwGebi5aoAKCS4U7crUUF8xxPyyoIxKGaZzqIZlFUEZPfkKeoYraa4KjttUOUDHUA2rq/opl+Aq2M5MLUsrMtSV5QHoHppHuYywtCILwPF8JfPramlN9wGQGSmjc6iatVX9pMIy2jO1NFRkqAnL6BqaR1pGqA/LeM+7riUvw6ysGgRgcKSMfUPVtKT7EECBHZk6VlQOUp0KLhp2ZqupLssX/DqSqyKjKRpDjweGy+nOpWkNPR5RYWe2lpWVg6TDMubX1VI/QT3VpXL8enDhrNfTnmwNV122qeDZ+HraP5QmJUTWE8CH/ui9dINzPfUOlxd0T6ee1rWsIT1BPS0uz7K1v37W62lvtpr1Z7UW/HL5PlWlRrj5Q++nS0bmvJ5GB+I7XT0tLs/y7OCCWa+no/lKFi44o6Db5fu0uHyI8972Jo4dO+Yc91atmvghwdiSgoi8FTikqttE5PKp7BKx7pTr/qp6B3AHwMaNG3XdunVj3p9suampqfA6l8vTl6/iSL5qzDbtmboJlzuGarj3vgdIX3YjAIfzaQ7n0+P2qRi3PLaM8Y/OH8ylC7e+tab76B2uOKXZ2p6p4977HuC68Ljjh/Q9kJvHgXHP2ZwY/s2vnN6+/lN07BxXRnduHhSVcRI4HpaROXqMtJadUsaOccv7hqrHLGfyZWP8Gj2X8edWTGdRGb19/RyZoJ5a032MILHU05aHH2XR5lsKy8X1VNAXUU8Amb0dpJvd6wk4xS+XemrbsYsNE9VTKH+26wlg+0vtnDvJPlH1BJBp20F6+ZVzXk8PPbKV694yQT2lYWAkCJWzWU8Ax3tOTOv7dCxfRV3XPhYtWgS4xb3JiLOlsAl4u4i8meBjOF9EvgEcFJHlYSthOXAo3L4LWFm0fyMQaydjJpuNs/hpM9qa8I3Bkyfx8Y5t88sN88sNX/2KK37FdraqepuqNqpqM8EF5H9X1T8A7gFuCDe7AfhR+Poe4HoRqRKR1UAr8Hhc+sAGxHNly8M2YJkL5pcb5pcbr6QB8T4PXCMi7cA14TKq+jxwF7AduA+4SVVjfZrlog3nxVn8tBnt6/SNqy7blLSESMwvN8wvN3z1K674FfeFZgBU9SHgofD1UeCq02x3O3D7XGgCSFdV4eNQV6MXoH3D10mJzC83zC83fPUrXVU1+UbTwM/OMsMwDCMRSjopxDXx9UzZlfGzD/P+B3+RtIRIzC83zC83fPUrrvhV0kmhqfGUxyC8oL7Cz0k9zl63NmkJkZhfbphfbvjqV1zxq6STwrIli5OWEMnoQze+sXJFQ9ISIjG/3DC/3PDVr7jiV0knBcMwDGMsJZ0UXtqxK2kJkewf8vERHtj29LNJS4jE/HLD/HLDV7/iil8lnRRSKT9PPxU14IcHlKdiHbR22phfbphfbvjqV1zxy8+oOEe0rmlOWkIkowN3+caGV61PWkIk5pcb5pcbvvoVV/wq6aRgGIZhjKWkk8L+g4eTlhBJT97PST32dHQlLSES88sN88sNX/2KK36VdFLoPnAwaQmR9Az7OanHzj17k5YQifnlhvnlhq9+xRW/Sjop2IB4blz1BhuwzAXzyw3zy4244ldJJwXDMAxjLCWdFAZPnkxaQiTZET+rpa+/P2kJkZhfbphfbvjqV1zxy8+znSOeenZ70hIiGZ2e0DceemTr5BslgPnlhvnlhq9+xRW/SjopXHzB+UlLiGR1lZ+/mH77ijckLSES88sN88sNX/2KK36VdFKorPDzVrNy0aQlRFJV5eddGOaXG+aXG776FVf8mlJSEBE/b9MxDMMwZpWpthT+j4g8LiIfEZEFcQqaS7ZueyppCZHszNQmLSGSf3vgwaQlRGJ+uWF+ueGrX3HFryklBVV9HfBeYCXwKxH5pohcE4uiOaRldXPSEiJZ6ulYKxvO83NsGvPLDfPLDV/9iit+Tfmagqq2A38BfBK4DPhfIvKiiLwzFmVzQP2ihUlLiKSuLJ+0hEgazlyWtIRIzC83zC83fPUrrvg11WsK54vI3wIvAFcCb1PVc8LXfxuLMsMwDGPOmWpL4e+AJ4ENqnqTqj4JoKrdBK2HlyXb23YkLSGS7qF5SUuI5PEnf520hEjMLzfMLzd89Suu+FU+xe3eDJxU1WEAEUkBaVUdVNWvx6JsDkhXVSUtIZJyGUlaQiTVaT+/HOaXG+aXG776FVf8mmpL4QGguMaqw3Uva9asWpm0hEiWVmSTlhDJeevPSlpCJOaXG+aXG776FVf8mmpSSKtq4bG+8HV1LIoMwzCMxJhqUhgQkQtHF0TkIsDP0eQc2Lf/QNISIjme9/PJzp27/Rzv3vxyw/xyw1e/4opfU72m8HHguyLSHS4vB34vFkVzyKEjx5iftIgIeoenWi1zS1f3fs5NWkQE5pcb5pcbvvp16MixWMqd6sNrTwBnA38MfAQ4R1W3xaJoDrnA04nCV1UNJi0hkss2XZq0hEjMLzfMLzd89Suu+OWSAi8GmsN9LhARVPVrsagyDMMwEmGqD699Hfgb4HUEyeFiYOMk+6TD8ZKeFpHnReSz4fpFInK/iLSH/xcW7XObiOwQkZdE5I3TPqsp0tfv5zR7mZGypCVE0nOiN2kJkZhfbphfbvjqV1zxa6oXmjcCm1T1I6r6sfDv5kn2yQJXquoG4NXAZhG5FLgV2KKqrcCWcBkRWQ9cD5wLbAa+LCKx1sYz21+Ms/hp0znk541dv3js8aQlRGJ+uWF+ueGrX3HFr6kmheeAM10K1oDR21grwj8FrgXuDNffCbwjfH0t8G1VzarqbmAHcInLMV259KIL4ix+2qz1dFKPN19zRdISIjG/3DC/3PDVr7ji11SvKdQD20XkcYIWAACq+vaJdgp/6W8DWoC/V9VfisgyVd0f7r9fRJaGm68Aiufj6wrXjS/zRuBGgMbGRtra2gKB9fWk02m6uroAqKmpoaGhgfb2dgBSqRQtLS10dHSQyQSjHqbTlVSXZ1lYPgTAoVwVeU3RUBncbds3XM6hXJq16eBDkVdhd7aWpsoB3rb5alrTfezJ1rCgbIgF5TkADubSjCgsrwyO0TtcwZFcJWvSQVMvp0Eebq4aoCJ8UnJXpob6iiHmlwVlVMow88tyLAtHZ+zJV9AzXElzVXDcpsoBOoZqWF3VX5gAZGemlqUVmcLgXd1D8yiXkcKDN8fzlcyvq6U13QcETeLOoWrWVvWTCstoz9TSUJGhJiyja2geaRmhPixj/9Il5GWYleGFt8GRMvYNVdOS7kMIMv6OTB0rKgepTg0D0JmtprosX/DrSK6KjKZoDD0eGC6nO5emNfR4RIWd2VpWVg6SDsuYX1dL/QT1VJfKkUJnvZ72ZGu46rJNBc/G19P+oTQpIbKeAAbWrKYbnOupd7i8oHs69bSuZQ3pCeppcXmWndnaWa+nvdlq1p/VWvDL5ftUlRohf85ZdMnInNfT5a8LLnCfrp4Wl2c5kEvPej0dzVeycMEZBd0u36fF5UNUrVrJsWPHnOPeqlWrmIipJoXPTHG7MYTDYrw6nIPhB5NM1iNRRUSUeQdwB8DGjRt13bp1Y96fbLmpqanwOpfL05ev4kh+7OPi7Zm6CZc7hmq4974HSF92IwCH82kO59Pj9qkYtzy2jD3ZsfO+HsylOZgLymhN99E7XEHv8Kll3HvfA1wXHnd3duw47wdy8ziQG7OKE8O/uce6t6//FB07x5XRnZsHRWWcBI6HZWSOHiOtZaeUsWPc8r5xze1MvmyMX6PnMv7ciilusvf29XNkgnpqTfcxgsRST1sefpRFm28pLBfXU0FfRD0BZPZ2kG52ryfgFL9c6qltxy42TFRPofzZrieA7S+1c+4k+0TVE0CmbQfp5VfOeT099MhWrnvLBPWUhoGRIFTOZj0BHO85Ma3v07F8FXVd+1i0aBHgFvcmY6q3pD4M7AEqwtdPEAyQNyVUtQd4iOBawUERWQ4Q/j8UbtZFMF/DKI1ANzHy6ON+3lXb7umkHj/+6ZakJURifrlhfrnhq19xxa+p3n30QeBu4CvhqhXADyfZZ8noLG0iMg+4GngRuAe4IdzsBuBH4et7gOtFpEpEVgOtQKxXns5Z1xJn8dOmwdNJPS6+cEPSEiIxv9wwv9zw1a+44tdUu49uIrjo+0sIJtwpuhZwOpYDd4bXFVLAXar6YxF5DLhLRD4AdADXhWU+LyJ3AduBPHDT6KiscbFowRn0xXmAaVJTlh/T5PSFZUvqk5YQifnlhvnlhq9+LVpwRizlTjUpZFV1SCTo9heRciL6+4tR1WeAUy6Pq+pR4KrT7HM7cPsUNRmGYRizzFRvSX1YRD4FzAvnZv4ucG98suaG515sS1pCJF2eTurx2BNTvow0p5hfbphfbvjqV1zxa6pJ4VbgMPAs8CHgJ7yMZ1wbpbamZvKNEiDt6aQeC+b7OHyg+eWK+eWGr37FFb+m1H2kqiPA/w3/XjE0r1zh5TWF+orsmNvWfOGcs/y8MG9+uWF+ueGrX80rT3mMa1aYUlIQkd1EPzOwZtYVGYZhGInhMvbR6EB4rwf+F/CNuETNFR37Yn0MYtoc9XRSj5d27EpaQiTmlxvmlxu++hVX/Jrqw2tHi/72qeoXgStjUTSH+Doq46Cnk3ocPnI0aQmRmF9umF9u+OpXXPFrqg+vXVj0t1FEPgzUTbqj55y//uykJUSy0tNJPV536cVJS4jE/HLD/HLDV7/iil9TTYH/s+h1nmDIi3fPuhrDMAwjUaZ695GfY9rOkBO9fVO+qDKXDHo6qcfRY8dPHbbWA8wvN8wvN3z160RvPPdOTvXuo/880fuq+oXZkTO3PPdiG+e/JmkVpzJ+VERf+I/Ht3Hd7ySt4lTMLzfMLzd89Svph9c2An9MMBDeCuDDwHqC6wov22sLr734oqQlRNKS9vHpCXjbG69OWkIk5pcb5pcbvvoVV/xymWTnQlXtAxCRzwDfVdX/FIuqOUKiZnDwAE9leSvMU1neCvNUlrfCPJUVW/yaakuhCRgqWh4CmmddzRyjEw7plxyeyvJWmKeyvBXmqSxvhXkqK7b4NdWk8HXgcRH5jIh8mmAI7a/FI2nu+I8n/JxkZ/zMS75w708fSFpCJOaXG+aXG776FVf8murDa7cD7weOAz3A+1X1c7EomkPOO3vd5BslwIpKP++Lfu0lfl6DMb/cML/c8NWvuOKXyx2Z1UCvqn4J6ApnR3tZc8Z8P38BjE7S7RuLFy1MWkIk5pcb5pcbvvoVV/ya6hPNnwY+CdwWrqrgFTD2kWEYhjGWqbYUfgd4OzAAoKrdvIxvRR3lme0vJi0hks6sn/dFP7L1iaQlRGJ+uWF+ueGrX3HFr6kmhSFVVcIL8SLi5+w0jiw4w89JParL8klLiGRJ/eKkJURifrlhfrnhq19xxa+pJoW7ROQrwAIR+SDwAK+ACXeaVjQkLSGSxeVDk2+UAGe1+Dl9hvnlhvnlhq9+xRW/Jn14TUQE+A5wNtALnAX8lareH4siwzAMIzEmbSmE3UY/VNX7VfW/qOqfvlISwp7OfUlLiORIrippCZG88NKOpCVEYn65YX654atfccWvqXYfbRURPwc7nwH9AwNJS4gkoz6O3Qo9vX5OSmR+uWF+ueGrX3HFr6me7RUEiWGniDwjIs+KyDOxKJpDfH14rbHyZNISInnNxRcmLSES88sN88sNX/2KK35NeE1BRJpUtQN4UyxHNwzDMLxispbCDwFUdS/wBVXdW/wXu7qYOdZzImkJkQx4OifswcNHkpYQifnlhvnlhq9+xRW/JksKxYOz+nm/2Ax4oc3PC1vduXTSEiJ54smnk5YQifnlhvnlhq9+xRW/JksKeprXrwg2eToAV2u6P2kJkbz1jVclLSES88sN88sNX/2KK35N1i7aICK9BC2GeeFrwmVVVT8fCTYMwzCmxYQtBVUtU9X5qlqnquXh69HlCROCiKwUkQdF5AUReV5EbgnXLxKR+0WkPfy/sGif20Rkh4i8JCJvnJ1TPD3DwyNxH2JajKifcz0ND/s5WqT55Yb55Ya/fsUTv+K8ATcPfEJVzwEuBW4SkfXArcAWVW0FtoTLhO9dD5wLbAa+LCJlMepj67an4ix+2uzM1iYtIZKf3P9g0hIiMb/cML/c8NWvuOJXbElBVfer6pPh6z7gBWAFcC1wZ7jZncA7wtfXAt9W1ayq7gZ2AJfEpQ/g/PVnx1n8tFnp6aQer39NrNUxbcwvN8wvN3z1K674NSf3WolIM3ABwTSey1R1PwSJQ0SWhputALYW7dYVrhtf1o3AjQCNjY20tbUBUF9fTzqdpqurC4CamhoaGhpob28HIJVK0dLSQkdHB5lMBoBFC88gVZ5lYTjg1aFcFXlN0RA+rNI3XM6hXJq14YWmvAq7s7U0VQ7wts1X05ruY0+2hgVlQywozwFwMJdmRGF5ZXCM3uEKjuQqWZMOnj7MhU9HNlcNUCFB829Xpob6iiHmlwVlVMow88sqWFYRlNGTr6BnuJLmquC4TZUDdAzVsLqqn3IJrv/vzNSytCJDXTiiY/fQPMplhKUVWQCO5yuZX1dLa7oPgMxIGZ1D1ayt6icVltGeqaWhIkNNWEbX0DzSMkJ9WEbtmmbyMszKquBLMjhSxr6halrSfcFFJoKpC1dUDhYmJunMVlNdli/4dSRXRUZThQeCBobL6c6lCxfzRlTYma1lZeUg6bCM+XW11E9QT3WpHPuG5s16Pe3J1nDVZZsKno2vp/1DaVJCZD0BNJx/Ht3gXE+9w+UF3dOpp3Uta0hPUE+Ly7N0DlXPej3tzVaz/qzWgl8u36eq1AirL76QLhmZ83q6/HWXwgT1tLg8y7F85azX09F8JQsXnFHQ7fJ9Wlw+RNXZ6zh27Jhz3Fu1ahUTEXtSEJFa4HvAx1W1NxhfL3rTiHWn3PGkqncAdwBs3LhR160b+1TfZMtNTU2F17lcnr58FUfyY8c2aR83J+v45Y6hGu697wHSl90IwOF8msP59Lh9KiYsY0927OjjB3NpDoa3vrWm++gdrqB3+NQy7r3vAa4Lj7t7XLP2QG4eB3JjVnFiuLLwurev/xQd45vG3bl5UFTGSeB4WEbm6DHSWnZKGePnsN03NHb8+Uy+bIxfo+cy/tyK6Swqo7evnyMT1FNruo8RJJZ62vLwoyzafEthubieCvoi6gkgs7eDdLN7PQGn+OVST207drFhonoK5c92PQFsf6mdcyfZJ6qeADJtO0gvv3LO6+mhR7Zy3VsmqKc0DIwEoXI26wngeM+JaX2fjuWrqOvax6JFiwC3uDcZsQ7qISIVBAnhX1T1++HqgyKyPHx/OXAoXN8FrCzavRHojlPfU89uj7P4abPX00k9Hn506+QbJYD55Yb55YavfsUVv2JLCuGQ2/8IvKCqXyh66x7ghvD1DcCPitZfLyJV4fzPrcDjcekDWFq/KM7ip818Tyf1aGxYnrSESMwvN8wvN3z1K674FWdLYRPwPuBKEfl1+Pdm4PPANSLSDlwTLqOqzwN3AduB+4CbVDXWe9RWLD8zzuKnzUJPJ/VYu3rivsikML/cML/c8NWvuOJXbNcUVPURoq8TAEQ+uqiqtwO3x6XJMAzDmBg/BwqfI3bt7UxaQiSHPJ3U47ntLyUtIRLzyw3zyw1f/YorfpV0Ushks0lLiCTv6aQegxk/x5U3v9wwv9zw1a+44pefZztHrF/XkrSESBo8ndTjkgtfnbSESMwvN8wvN3z1K674VdJJwTAMwxhLSSeFI8eOJy0hkj5PJ/XoPnAwaQmRmF9umF9u+OpXXPGrpJPCjt17kpYQySFPJ/V4+jk/H/Yzv9wwv9zw1a+44ldJJ4VLL7ogaQmRrPV0Uo83XX1F0hIiMb/cML/c8NWvuOJXSScFwzAMYywlnRSGcrnJN0qAvKeTemSzfj7ZaX65YX654atfccWvkk4KTzz1TNISIhk/WqMv/OzBnyctIRLzyw3zyw1f/YorfpV0UrjgVeuTlhBJU+VA0hIiGR133jfMLzfMLzd89Suu+FXSSaF63rykJURSlfJz7ui6Wj9/MZlfbphfbvjqV1zxq6STgmEYhjGWkk4K255+LmkJkYyflc0Xtvz80aQlRGJ+uWF+ueGrX3HFr5JOCg1nLktaQiQLyvy8C2Nts5/j3ZtfbphfbvjqV1zxq6STwvJlS5KWEMnopOW+0dzUmLSESMwvN8wvN3z1K674VdJJwTAMwxhLSSeF9l17kpYQyUFPx1p5OqaJwmeK+eWG+eWGr37FFb9KOimMjPh5q9mIJq0gmvxIrFNmTxvzyw3zyw1f/YorfpV0UjirZU3SEiJZXplJWkIkF214VdISIjG/3DC/3PDVr7jiV0knBcMwDGMsJZ0UDh4+mrSESHqHK5KWEEnnvu6kJURifrlhfrnhq19xxa+STgodXfuSlhDJkVxl0hIiebFtZ9ISIjG/3DC/3PDVr7jiV0knhYsvOD9pCZGsSfs5ANc1V7w+aQmRmF9umF9u+OpXXPGrpJOCYRiGMZaSTgqZbDZpCZHk1M9qGTx5MmkJkZhfbphfbvjqV1zxy8+znSNsQDw3tjxsA5a5YH65YX65YQPixcBFG85LWkIkzVV+9mFeddmmpCVEYn65YX654atfccWvkk4K6aqqpCVEUiF+Pmnt66RE5pcb5pcbvvoVV/wq6aRgGIZhjCW2pCAiXxWRQyLyXNG6RSJyv4i0h/8XFr13m4jsEJGXROSNcekqJq6Jr2fKroyffZj3P/iLpCVEYn65YX654atfccWvOFsK/wxsHrfuVmCLqrYCW8JlRGQ9cD1wbrjPl0WkLEZtADQ1roj7ENOivsLPST3OXrc2aQmRmF9umF9u+OpXXPErtqSgqj8Hjo1bfS1wZ/j6TuAdReu/rapZVd0N7AAuiUvbKMuWLI77ENNifpmfk3qsXNGQtIRIzC83zC83fPUrrvhVHkupp2eZqu4HUNX9IrI0XL8C2Fq0XVe47hRE5EbgRoDGxkba2toAqK+vJ51O09XVBUBNTQ0NDQ20t7cDkEqlaGlpoaOjg0wmGPWwoqKc+vIsC8uDXwKHclXkNUVDZXC/dN9wOYdyadam+wHIq7A7W0tT5QBv23w1rek+9mRrWFA2VJid6WAuzYj+ZmTF3uEKjuQqC09Fjt7z3Fw1ULiAtStTQ33FUOHDVynDzC/LsawiKKMnX0HPcCXNVcFxmyoH6BiqYXVVP+USjOu7M1PL0ooMdWV5ALqH5lEuIyytCO5lPp6vZH5dLa3pPgAyI2V0DlWztqqfVFhGe6aWhooMNWEZXUPzSMsI9WEZ+xcvIi/DrKwaBGBwpIx9Q9W0pPsQQIEdmTpWVA5SnQqGQe7MVlNdli/4dSRXRUZTNIYeDwyX051L0xp6PKLCzmwtKysHSYdlzK+rnbCe6lI5Uuis19OebA1XXbap4Nn4eto/lCYlRNYTwMCqJrrBuZ56h8sLuqdTT+ta1pCeoJ4Wl2dpZ/braW+2mvVntRb8cvk+VaVGyK9roUtG5ryeLn/dpTBBPS0uz9Kdmv16OpqvZOGCMwq6Xb5Pi8uHqGpcwbFjx5zj3qpVE097OtdJ4XRIxLrIUcxV9Q7gDoCNGzfqunXrxrw/2XJTU1Ph9XMvtNGw7lqO5MdexW/P1E243DFUw733PUD6shsBOJxPczifHrdPxbjlsWWMv/f5YC5dmMyjNpWjf6TilIG42jN13HvfA1wXHnd3tnbM+wdy8zgw7kfNieHfjNvS29d/io6d48rozs2DojJOAsfDMh7994fZdN67Tiljx7jlfUPVY5Yz+bIxfo2ey/hzK6azqIzevn6O5KtOW0+1qRwjSCz1tOXhR1m0+ZbCcnE9FfRF1BPAo/f8K5tu3uxcT8ApfrnUU9uOXWzQstPW0/5UoH+26wlg+0vtnDvJPlH1BPDod3/AppuvnPN6euiRrVz3ltN/n/an0gyMBKFyNusJ4HjPiWl9n47lq+h+6Bf8yS0fA9zi3mTM9d1HB0VkOUD4/1C4vgtYWbRdIxD7kImplJ83X6WiUqQHlKdiv8wzLcwvN8wvN3z1K674NddR8R7ghvD1DcCPitZfLyJVIrIaaAUej1tM65rmuA8xLUabub6x4VXrk5YQifnlhvnlhq9+xRW/Yus+EpFvAZcD9SLSBXwa+Dxwl4h8AOgArgNQ1edF5C5gO5AHblJVP+fmMwzDeAUTW1JQ1fec5q2rTrP97cDtcemJYv/Bw9SeO5dHnBo9eT8n9djT0cXZSYuIwPxyw/xyw1e/9h88HEu5fnaqzxHdBw4mLSGSnmE/J/XYuWdv0hIiMb/cML/c8NWvuOJXSScFGxDPjaveYAOWuWB+uWF+uWED4hmGYRixU9JJwddJPbIjflZLX39/0hIiMb/cML/c8NWvuOKXn2c7Rzz17PakJUQy+jCPbzz0yNbJN0oA88sN88sNX/2KK36VdFKIa+LrmbK6ys9fTL99xRuSlhCJ+eWG+eWGr37FFb9KOilUVvh5q9no+Cu+UVXl510Y5pcb5pcbvvoVV/wq6aRgGIZhjKWkk8LWbU8lLSGSnZnayTdKgH974MGkJURifrlhfrnhq19xxa+STgotq5uTlhDJUk/HWtlwnp9j05hfbphfbvjqV1zxq6STQv2ihZNvlACjY+37RsOZy5KWEIn55Yb55YavfsUVv0o6KRiGYRhjKemksL1tR9ISIukempe0hEgef/LXSUuIxPxyw/xyw1e/4opfJZ0U0lVVk2+UAOXhNJ2+UZ3288thfrlhfrnhq19xxa+STgprVq2cfKMEGJ0H1jfOW39W0hIiMb/cML/c8NWvuOJXSScFwzAMYywlnRT27T+QtIRIjuf9fLJz524/x7s3v9wwv9zw1a+44ldJJ4VDR44lLSGS3uHYJsSbEV3d+5OWEIn55Yb55YavfsUVv0o6KVzg6UThq6oGk5YQyWWbLk1aQiTmlxvmlxu++hVX/CrppGAYhmGMpaSTQl+/n9PsZUbKkpYQSc+J3qQlRGJ+uWF+ueGrX3HFr5JOCs9sfzFpCZF0DlUnLSGSXzz2eNISIjG/3DC/3PDVr7jiV0knhUsvuiBpCZGs9XRSjzdfc0XSEiIxv9wwv9zw1a+44ldJJ4WyMj9PP+XppB5lZX42o80vN8wvN/z1K5745WdUNAzDMBKhpJPCo49vS1pCJO2eTurx459uSVpCJOaXG+aXG776FVf8KumkcM66lqQlRNLg6aQeF1+4IWkJkZhfbphfbvjqV1zxq6STwqIFZyQtIZIaTyf1WLakPmkJkZhfbphfbvjqV1zxq6STgmEYhjGWkk4Kz73YlrSESLo8ndTjsSeeTFpCJOaXG+aXG776FVf88i4piMhmEXlJRHaIyK1xHqu2pibO4qdN2tNJPRbMn5+0hEjMLzfMLzd89Suu+OVVUhCRMuDvgTcB64H3iEhso9Y1r1wRV9Ezot7TST3OOcvPC/Pmlxvmlxu++hVX/PIqKQCXADtUdZeqDgHfBq5NWJNhGEbJIKr+PK0nIu8CNqvqfwqX3wf8lqp+tGibG4Ebw8WzgJdmcMh64MgM9o8L0+WG6XLDdLnxStS1SlWXRL3h2+wRErFuTNZS1TuAO2blYCK/UtWNs1HWbGK63DBdbpguN0pNl2/dR11A8WzUjUB3QloMwzBKDt+SwhNAq4isFpFK4HrgnoQ1GYZhlAxedR+pal5EPgr8FCgDvqqqz8d4yFnphooB0+WG6XLDdLlRUrq8utBsGIZhJItv3UeGYRhGglhSMAzDMAqUXFIQkZUi8qCIvCAiz4vILUlrAhCRtIg8LiJPh7o+m7SmYkSkTESeEpEfJ61lFBHZIyLPisivReRXSesZRUQWiMjdIvJi+Dl7jQeazgp9Gv3rFZGPJ60LQET+JPzMPyci3xKRdNKaAETkllDT80l7JSJfFZFDIvJc0bpFInK/iLSH/xfOxrFKLikAeeATqnoOcClwU5xDaTiQBa5U1Q3Aq4HNInJpspLGcAvwQtIiIrhCVV/t2X3kXwLuU9WzgQ144JuqvhT69GrgImAQ+EGyqkBEVgA3AxtV9TyCG0yuT1YViMh5wAcJRlnYALxVRFoTlPTPwOZx624FtqhqK7AlXJ4xJZcUVHW/qj4Zvu4j+MImPgiSBozOEF4R/nlxF4CINAJvAf4haS2+IyLzgTcA/wigqkOq2pOoqFO5CtipqnuTFhJSDswTkXKgGj+eTToH2Kqqg6qaBx4GficpMar6c+DYuNXXAneGr+8E3jEbxyq5pFCMiDQDFwC/TFgKUOii+TVwCLhfVb3QBXwR+DPAt+EiFfiZiGwLhz/xgTXAYeCfwu62fxAR34bjvR74VtIiAFR1H/A3QAewHzihqj9LVhUAzwFvEJHFIlINvJmxD9b6wDJV3Q/Bj11g6WwUWrJJQURqge8BH1fV3qT1AKjqcNi8bwQuCZuwiSIibwUOqaqPE1pvUtULCUbVvUlE3pC0IIJfvRcC/1tVLwAGmKVm/WwQPhT6duC7SWsBCPvBrwVWAw1AjYj8QbKqQFVfAP4auB+4D3iaoOv5FU9JJgURqSBICP+iqt9PWs94wu6Ghzi1DzEJNgFvF5E9BKPWXiki30hWUoCqdof/DxH0j1+SrCIgGKqlq6iVdzdBkvCFNwFPqurBpIWEXA3sVtXDqpoDvg+8NmFNAKjqP6rqhar6BoKum/akNY3joIgsBwj/H5qNQksuKYiIEPT3vqCqX0hazygiskREFoSv5xF8WV5MVBSgqrepaqOqNhN0O/y7qib+S05EakSkbvQ18NsETf5EUdUDQKeInBWuugrYnqCk8bwHT7qOQjqAS0WkOvxuXoUHF+YBRGRp+L8JeCd++QbBEEA3hK9vAH40G4V6NczFHLEJeB/wbNh/D/ApVf1JcpIAWA7cGU40lALuUlVvbv/0kGXAD4I4QjnwTVW9L1lJBT4G/EvYVbMLeH/CegAI+8avAT6UtJZRVPWXInI38CRB98xT+DOsxPdEZDGQA25S1eNJCRGRbwGXA/Ui0gV8Gvg8cJeIfIAguV43K8eyYS4MwzCMUUqu+8gwDMM4PZYUDMMwjAKWFAzDMIwClhQMwzCMApYUDMMwjAKWFAxjEkTkIRF547h1HxeRL0+wvU8D9BnGlLGkYBiT8y1OHbnTm/GDDGM2saRgGJNzN8HQyVVQGEixAfh9EfnVRPNfiEh/0et3icg/h6+XiMj3ROSJ8G9T7GdhGFPAkoJhTIKqHgUe5zdjUV0PfAf483Aeh/OBy0TkfIdivwT8rapeDPwuNiy54QmlOMyFYUyH0S6kH4X//x/g3eGQ3eUEw5SsB56ZYnlXA+vDYToA5otIXTjHh2EkhiUFw5gaPwS+ICIXAvOA48CfAher6vGwWyhqGsnicWSK308Br1HVk/HINYzpYd1HhjEFwlnxHgK+StBqmE8wV8IJEVlGMCR1FAdF5BwRSTF25q6fAR8dXRCRV8cg2zCcsaRgGFPnWwTz9X5bVZ8mGNHzeYJE8ehp9rkV+DHw7wQzi41yM7BRRJ4Rke3Ah2NTbRgO2CiphmEYRgFrKRiGYRgFLCkYhmEYBSwpGIZhGAUsKRiGYRgFLCkYhmEYBSwpGIZhGAUsKRiGYRgF/n/1ntiR/+WlmQAAAABJRU5ErkJggg==\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-Distribution-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-Distribution-checkpoint.ipynb new file mode 100644 index 0000000..4ffbff1 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-Distribution-checkpoint.ipynb @@ -0,0 +1,688 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [6.585245307142467, 6.85318487786515, 3.9054516380712165, 3.3862662934048293, 4.769211314814092, 5.822110727769855, 4.852539810835225, 4.082468561399909, 5.157918090293626, 6.455573076144557]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Distribution:\n", + " def __init__(self, name: str, **params):\n", + " \"\"\"\n", + " Unified distribution object to encapsulate name and parameters.\n", + "\n", + " :param name: Name of the distribution (e.g., 'normal', 'uniform').\n", + " :param params: Parameters specific to the distribution.\n", + " \"\"\"\n", + " self.name = name\n", + " self.params = params\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the distribution to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"params\": self.params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Distribution instance from a dictionary.\"\"\"\n", + " return cls(name=data[\"name\"], **data.get(\"params\", {}))\n", + "\n", + " def generate_value(self, range: Tuple[float, float]) -> float:\n", + " \"\"\"\n", + " Generate a value based on the distribution within the specified range.\n", + "\n", + " :param range: Tuple specifying the minimum and maximum values.\n", + " :return: Generated value.\n", + " \"\"\"\n", + " min_val, max_val = range\n", + "\n", + " if self.name == \"normal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.name == \"truncated_gauss\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.name == \"weibull\":\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.name == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.name == \"exponential\":\n", + " rate = self.params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.name == \"lognormal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.name == \"beta\":\n", + " alpha = self.params.get(\"alpha\", 2.0)\n", + " beta = self.params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.name == \"gamma\":\n", + " shape = self.params.get(\"shape\", 2.0)\n", + " scale = self.params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.name == \"cauchy\":\n", + " location = self.params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.name}\")\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, \n", + " range: Optional[Tuple[float, float]] = None, \n", + " distribution: Optional[Distribution] = None):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution object for the parameter (optional)\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = \"Constant\" if range is None else \"Variable\"\n", + " self.distribution = distribution or (Distribution(\"uniform\") if self.type == \"Variable\" else None)\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = Distribution(\"uniform\")\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution.to_dict() if self.distribution else None\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " distribution = None\n", + " if data.get(\"distribution\"):\n", + " distribution = Distribution.from_dict(data[\"distribution\"])\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=distribution\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.distribution.generate_value(self.range)\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.distribution.generate_value(self.range) for _ in range(n)]\n", + "\n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.799210797599715,\n", + " 5.755498633567005,\n", + " 5.763382298546603,\n", + " 3.5296339288550307,\n", + " 1.1440527575793535,\n", + " 0.21369500965490507,\n", + " 5.952611280732745,\n", + " 4.6413879745004145,\n", + " 9.533024997835293,\n", + " 2.4652812882509156]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = [2,4]\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 1.0)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_param.range" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.Parameter at 0x7f38aacaa390>" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.Parameter at 0x7f38aabda2d0>" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Parameter-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Parameter-checkpoint.ipynb new file mode 100644 index 0000000..b2101d1 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Parameter-checkpoint.ipynb @@ -0,0 +1,529 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null,\n", + " \"distribution_params\": {}\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": \"uniform\",\n", + " \"distribution_params\": {}\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": \"truncated_gauss\",\n", + " \"distribution_params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + "}\n", + "Sampled values: [4.3430757854041735, 5.881653281896333, 4.999140743389638, 5.513081171194443, 6.254041631976422, 3.7622151115400717, 5.323395590018229, 5.97894188451846, 4.817154592448967, 4.306666073157078]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null,\n", + " \"distribution_params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None, 'distribution_params': {'mean': 5.0, 'std_dev': 1.0}}\n" + ] + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None, **distribution_params):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution of the parameter (optional)\n", + " :param distribution_params: Additional parameters for the distribution\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = \"Constant\" if range is None else \"Variable\"\n", + " self.distribution = distribution or (\"uniform\" if self.type == \"Variable\" else None)\n", + " self.distribution_params = distribution_params\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = \"uniform\"\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution,\n", + " \"distribution_params\": self.distribution_params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=data.get(\"distribution\"),\n", + " **data.get(\"distribution_params\", {})\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def generate_value(self) -> float:\n", + " \"\"\"\n", + " Generate a value based on the defined distribution within the range.\n", + " \"\"\"\n", + " if self.type == \"Constant\" or not self.range or not self.distribution:\n", + " return self.value\n", + "\n", + " min_val, max_val = self.range\n", + "\n", + " if self.distribution == \"normal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.distribution == \"truncated_gauss\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.distribution == \"weibull\":\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.distribution_params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.distribution == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.distribution == \"exponential\":\n", + " rate = self.distribution_params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.distribution == \"lognormal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.distribution_params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.distribution == \"beta\":\n", + " alpha = self.distribution_params.get(\"alpha\", 2.0)\n", + " beta = self.distribution_params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.distribution == \"gamma\":\n", + " shape = self.distribution_params.get(\"shape\", 2.0)\n", + " scale = self.distribution_params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.distribution == \"cauchy\":\n", + " location = self.distribution_params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.distribution}\")\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.generate_value()\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.generate_value() for _ in range(n)]\n", + "\n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[3.2288197217209404,\n", + " 3.58441146087654,\n", + " 6.782290819011916,\n", + " 3.227749891770965,\n", + " 8.990818689570329,\n", + " 2.6103247862758785,\n", + " 1.7284143831440868,\n", + " 2.5436121421407543,\n", + " 8.974300707663653,\n", + " 6.679707579085954]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"uniform\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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eSBzHcZyi8ESSEaqrq9OWkDihed73bP5688xHaDGGfHr2RJIRGhoa0paQOKF57urpTVtC4oQWY8inZ08kGaG7uzttCYkTmudLNl2YtoTECS3GkE/Pnkgcx3GcovBEkhHKysrSlpA4oXk+Nj6etoTECS3GkE/PqSQSSX8o6TFJj0r6mqRKSWdJulfSzvh9ZcH+N0nqkvSkpNcWlG+S9Ei87VOSlIafJGhvb09bQuKE5vnhbdvTlpA4ocUY8uk58UQiaS3w+8BmMzsfKAOuAW4E7jOzDuC+eB1JG+Pt5wFXArdKmkzpnwWuBzri15UJWkmU3t7etCUkTmieL3zJxrQlJE5oMYZ8ek6raWspUCVpKbAcGACuBm6Lt98GvDFevhq408yOmlkP0AVcLOlsoMbMHjAzA24vOCZ3HDt2LG0JiROa5+VVVWlLSJzQYgz59Lw06Qua2dOS/gboA44APzSzH0pqMLM98T57JK2OD1kLPFhwit1x2Xi8PL38BUi6nqjmQlNTE52dnQDU19dTWVnJ7t3RaVasWEFjYyM7d+4EYMmSJaxfv56+vr6pWc1aWloYHR2dGsFz1apVlJeXTz2tWl1dTUNDw1TPjLKyMtrb2+nt7Z36ALW2tjIyMsLIyAgQdQeUxN69ewGoqamhrq6Onp4e4D+HVOjp6WE8bkdva2tjeHh4akjqNWvWYGYMDg4CUFtbS21t7dSvn4qKClpbW+nu7mZiYgKIqtiDg4McPHgQgMbGRsbHxxkaGgJg5cqV1NTUsGvXLgAqKytZt24dXV1dnDhxAoCOjg4GBgY4dOgQk3/fsbEx9u3bB0BdXR3Lly+nvz8aR6qqqorm5uapGABs2LCB/v5+jhw5AkBzczOHDx+eOkeW4tTW1nbKcWppWstoxSH6jq2gbdlBlsoA6B6rZnX5GGeUHQdg4FgVS3WC1eXRkCr7j1cwOrGUSy/eRGdnZ+JxGh4ePuU4HT9+nKGhoUzFCYr7f5r8m2cpTvPNoaLox3xyxPc+vgn8NjACfAO4G/i0mdUW7LffzFZK+gzwgJndEZd/AfgeUSL6mJm9Oi6/DPiQmb1+rutv3rzZtmzZsui+Ss2xY8eoqKhIW0aihOb5sv96FRve9uenfPz2L36Eh++/dxEVlZ7QYgzZ9Sxpq5ltnmlbGk1brwZ6zGzIzMaBbwG/DAzGzVXE78/E++8GmguObyJqCtsdL08vzyWTv7ZCIjTPjWvy96DafIQWY8in5zQSSR9wiaTlcS+rK4DHgXuA6+J9rgO+Ey/fA1wjaZmkNqKb6g/FzWAHJF0Sn+fagmNyRx4/fPMRmuezG/I3vPh8hBZjyKfnNO6R/FTS3cDPgOPANuBzQDVwl6R3ESWbt8T7PybpLmBHvP8NZjYRn+69wJeAKuD78ctxHMdJkMQTCYCZ/TkwvTH4KFHtZKb9bwZunqF8C3D+ogs8Dcnj+DzzEZrnnU/1sua8tFUkS2gxhnx69ifbM0KOn7WcldA8T/bcCYnQYgz59OyJJCNMdmUMidA8v2j9OWlLSJzQYgz59OyJxHEcxykKTyQZoaamJm0JiROa58Gh4bQlJE5oMYZ8evZEkhHq6urSlpA4oXnu2/102hISJ7QYQz49eyLJCJPDO4REaJ4vuvCCtCUkTmgxhnx69kTiOI7jFIUnkowwOXBjSITmeezo0bQlJE5oMYZ8evZEkhHa2trSlpA4oXne+otH05aQOKHFGPLp2RNJRshju+p8hOZ500uDGKTheYQWY8inZ08kGWE8wPm8Q/NcuWxZ2hISJ7QYQz49eyJxHMdxisITSUbIY7vqfITm+eFt29OWkDihxRjy6dkTSUaYnCYzJELzvK5pxpmic01oMYZ8evZEkhEm55IOidA8N6zK3xPP8xFajCGfnj2ROI7jOEXhiSQjrFmzJm0JiROa5ye7nkpbQuKEFmPIp2dPJBnBzNKWkDiheV6yJLx/x9BiDPn0HN4nN6MMDg6mLSFxQvPccU5r2hISJ7QYQz49eyJxHMdxisITSUaora1NW0LihOZ5z+BQ2hISJ7QYQz49eyLJCHn88M1HaJ4H9uavyWM+Qosx5NOzJ5KM0Nvbm7aExAnNc4iDNoYWY8inZ08kjuM4TlF4IskIFRUVaUtInNA8Hz5yJG0JiRNajCGfnj2RZITW1ta0JSROaJ63PbIjbQmJE1qMIZ+ePZFkhO7u7rQlJE5oni+68IK0JSROaDGGfHr2RJIRJiYm0paQOKF5rsjhXN7zEVqMIZ+eF5RIJIXXncRxHMdZEAutkfytpIckvU9SbSkFOTPT3t6etoTECc3zg1u3pS0hcUKLMeTT84ISiZn9CvB2oBnYIumrkl5TUmXO88jj+DzzEZrn9W2taUtInNBiDPn0vOB7JGa2E/hT4MPAK4FPSXpC0ptKJc75Tw4ePJi2hMQJzXP9WSvTlpA4ocUY8ul5ofdILpD0CeBx4FeB15vZi+PlT5zsRSXVSro7TkSPS3qFpLMk3StpZ/y+smD/myR1SXpS0msLyjdJeiTe9ilJOlktjuM4TnEstEbyaeBnwEvN7AYz+xmAmQ0Q1VJOlluAH5jZucBLiRLUjcB9ZtYB3BevI2kjcA1wHnAlcKuksvg8nwWuBzri15WnoCUTNDY2pi0hcULzvKOzK20JiRNajCGfnheaSH4N+KqZHQGQtETScgAz+/LJXFBSDfBfgC/Exx8zsxHgauC2eLfbgDfGy1cDd5rZUTPrAbqAiyWdDdSY2QMWzRRze8ExuWN8fDxtCYkTmufKZcvSlpA4ocUY8ul5oYnk/wBVBevL47JT4RxgCPiipG2SPi9pBdBgZnsA4vfV8f5rgf6C43fHZWvj5enluWRoKLwhxkPzfE5Lc9oSEie0GEM+PS9d4H6VZjZ1h8jMDk7WSE7xmi8DPmBmP5V0C3Ez1izMdN/D5ih/4Qmk64mawGhqaqKzsxOA+vp6Kisr2b07ykcrVqygsbGRnTt3AtHUp+vXr6evr4+xsTEAWlpaGB0dZf/+/QCsWrWK8vJyBgYGAKiurqahoWHq6dWysjLa29vp7e3l2LFjQDREwsjICCMjIwA0NDQgib179wJQU1NDXV0dPT09AJTHD6r19PRM/Zppa2tjeHiY0dFRIJoH2symeoTU1tZSW1s7NdJoRUUFra2tdHd3Tz0Q1d7ezuDg4NTNv8bGRsbHx6c+6CtXrqSmpoZdu3YBUFlZybp16+jq6uLEiRMAdHR0MDAwwKFDh5j8+46NjbFv3z4A6urqWL58Of390W+Bqqoqmpubp2IAsGHDBvr7+zkSjzXV3NzM4cOHp86RpTi1tbWdcpxamtYyWnGIvmMraFt2kKWKPs7dY9WsLh/jjLLjAAwcq2KpTrC6/CgA+49XMDqxlEsv3kRnZ2ficRoeHj7lOB0/fpyhoaFMxQmK+3+a/JtnKU4tLS3MhRYyf7CkHxN98f8sXt8EfNrMXjHvwS881xrgQTNrjdcvI0ok64HLzWxP3Gz1IzN7kaSbAMzsY/H+/wJ8FOgF/m98nwVJb42P/725rr9582bbsmXLycpOnaGhIVatWpW2jEQJzfNb3vFOal59wykfv/2LH+Hh++9dREWlJ7QYQ3Y9S9pqZptn2rbQpq0/AL4h6d8l/TvwdeD9pyLGzPYC/ZJeFBddAewA7gGui8uuA74TL98DXCNpmaQ2opvqD8XNXwckXRL31rq24JjcUVNTk7aExAnN8zP7nk1bQuKEFmPIp+eFPpD4MHAu8F7gfcCLzWxrEdf9APAVSduBXwL+Evgr4DWSdgKvidcxs8eAu4iSzQ+AG8xscrCa9wKfJ7oB3w18vwhNpzWTzUshEZrnC1+yMW0JiRNajCGfnhd6jwTgIqA1PuZCSZjZ7adyUTP7OTBTFemKWfa/Gbh5hvItgI8D5jiOkyILSiSSvgy0Az8HJmsDk11unQSorKxMW0LihOb5wMFDaUtInNBiDPn0vNAayWZgoy3kzrxTEtatW5e2hMQJzfP2HU9wwcvTVpEsocUY8ul5oTfbHwXWlFKIMzddXeE99Rya50s2XZi2hMQJLcaQT88LrZHUAzskPQQcnSw0szeURJXzAib7mYdEaJ7LysKbZy60GEM+PS80kXy0lCIcx3Gc7LLQ7r/3Ez0AWB4vP0w0iKOTEB0dHWlLSJzQPP/4oWJ61GeT0GIM+fS80GHk3w3cDfxdXLQW+HaJNDkzMDlkREiE5vnFG9anLSFxQosx5NPzQhtlbwAuBUZhapKr1XMe4Swqk2PvhERons+qPTNtCYkTWowhn54XmkiOmtmxyRVJS5llgETHcRwnLBaaSO6X9BGgKp6r/RvAP5VOljOdpqamtCUkTmieH32ic/6dckZoMYZ8el5oIrmRaA6RR4DfA77Hqc2M6Jwik8M5h0RonqtXrEhbQuKEFmPIp+eF9to6YWZ/b2ZvMbM3x8vetJUgk/MRhERonlubczsv26yEFmPIp+eFjrXVwwz3RMzsnEVX5DiO42SKkxlra5JK4C3AWYsvx5mNurq6tCUkTmie+54eYOV5aatIltBiDPn0vNCmreGC19Nm9kngV0srzSlk+fJTndk4u4TmeeS50bQlJE5oMYZ8el7oA4kvK3htlvQe4IwSa3MKmJyjOSRC83zBxnPTlpA4ocUY8ul5oU1b/7tg+TjRcCm/tehqHMdxnMyxoERiZq8qtRBnbqqqqtKWkDiheX5u9MCC++PnhdBiDPn0vNBeW/9tru1m9vHFkePMRnNzc9oSEic0z48+0ckFr0hbRbKEFmPIp+eF/gDaDLyXaLDGtcB7gI1E90n8XkkCdHaG99RzaJ5/+aJNaUtInNBiDPn0fDITW73MzA4ASPoo8A0z+39LJcxxQkNKW4HjnBoLrZGsA44VrB8DWhddjeMEjI8V4WSVhSaSLwMPSfqopD8HfgrcXjpZznQ2bNiQtoTECc3zTx4Ob2Kr0GIM+fS80AcSbwZ+F9gPjAC/a2Z/WUJdzjTy2Pd8PkLzfP65+fuCmY/QYgz59HwyvQ2XA6NmdguwW1JbiTQ5M3DkyJG0JSROaJ7PrAmv30poMYZ8el7ok+1/DnwYuCkuKgfuKJUox3EcJzsstEbyG8AbgEMAZjaAd/tNlDz2PZ+P0Dxv3/FE2hISJ7QYQz49LzSRHIvnHzEASeHNwJMyhw8fTltC4oTmufbMmrQlJE5oMYZ8el5oIrlL0t8BtZLeDfwf4O9LJ8uZzvDwcNoSEic0z+vWNqYtIXFCizHk0/O8DyRKEvB14FxgFHgR8Gdmdm+JtTmO4zgZYN5EYmYm6dtmtgnw5JES9fX1aUtInNA89/Y/TV1gE1uFFmPIp+eFNm09KOmikipx5qSysjJtCYkTmueDhw6lLSFxQosx5NPzQhPJq4iSSbek7ZIekbS9lMKc57N79+60JSROaJ5DfCAxtBhDPj3PmUgkrYsXXwecQzS97uuBq+L3U0ZSmaRtkr4br58l6V5JO+P3lQX73iSpS9KTkl5bUL4pTmpdkj4V389xHMdxEmS+Gsm3AcxsF/BxM9tV+Cry2h8EHi9YvxG4z8w6gPvidSRtBK4BzgOuBG6VVBYf81ngeqAjfl1ZpKbTlhUrwutxHZrnZ0eeS1tC4oQWY8in5/kSSeEv/HMW66KSmoBfBz5fUHw1cFu8fBvwxoLyO83sqJn1AF3AxZLOBmrM7IH4GZfbC47JHY2N4XUNDc3z451daUtInNBiDPn0PF+vLZtluVg+CXyI5z8d32BmewDMbI+k1XH5WuDBgv12x2Xj8fL08hcg6XqimgtNTU1TE8vU19dTWVk51Wa5YsUKGhsb2blzJwBLlixh/fr19PX1MTY2BkBLSwujo6Ps378fgFWrVlFeXs7AwAAA1dXVNDQ00N3dDUBZWRnt7e309vZy7Fg0En9raysjIyOMjIxExhsakMTevXsBqKmpoa6ujp6eHgDKy8sZHx+fegdoa2tjeHiY0dFRANasWYOZMTg4CEBtbS21tbX09vYCUFFRQWtrK93d3UxMTADQ3t7O4OAgBw8eBKIP+Pj4OENDQwCsXLmSmpoadu2KKp+VlZWsW7eOrq4uTpw4AUBHRwcDAwMcim8UNzU1MTY2xr59+wCoq6tj+fLlUwPVVVVV0dzc/LzJfTZs2EB/f//UGETNzc0cPnyYJ598kvr6+kzFqa2tjZ6enlOK09ve9AZGKw7Rd2wFbcsOslTRv1z3WDWry8c4o+w4AAPHqliqE6wuPwrA/uMVjE4s5dKLN9HZ2Zl4nCafiziVOB0/fpxVq1ZlKk5Q3P/T1q1bp/5WWYlTS0sLcyGbYxIESRNEw6IIqAImH8kUUc/gk34UV9JVwK+Z2fskXQ78sZldJWnEzGoL9ttvZislfQZ4wMzuiMu/AHwP6AM+ZmavjssvAz5kZnPeu9m8ebNt2bLlZGWnTmdnZy6Hn56L0Dz/wf93IwfO+81TPn77Fz/Cw/dnq4d+aDGG7HqWtNXMNs+0bc4aiZmVzbX9FLkUeIOkXwMqgRpJdwCDks6OayNnA8/E++8GCgenaQIG4vKmGcpzyZIlJzNQcz4IzfPExIm0JSROaDGGfHpO3JGZ3WRmTWbWSnQT/V/N7B3APcB18W7XAd+Jl+8BrpG0LB66vgN4KG4GOyDpkri31rUFx+SO9evXpy0hcULz/ODWbWlLSJzQYgz59Hw6pca/Al4jaSfwmngdM3sMuAvYAfwAuMHMJuJj3kt0w74L6Aa+n7TopOjr60tbQuKE5vmCjeemLSFxQosx5NPzvEOklBIz+xHwo3h5GLhilv1uBm6eoXwLcH7pFJ4+TN70ConQPJ9RvYIDaYtImNBiDPn0fDrVSBzHcZwM4okkI8zX/S6PhOZ52yM70paQOKHFGPLp2RNJRpjs3x4SoXleXX9W2hISJ7QYQz49eyLJCJMPbIVEaJ7Xnr0mbQmJE1qMIZ+ePZE4juM4ReGJJCOsWrUqbQmJE5rnp3b1py0hcUKLMeTTsyeSjFBeXp62hMQJzfPY0aNpS0ic0GIM+fTsiSQjTA5iFxKhed64IX9PPM9HaDGGfHr2ROI4juMUhSeSjFBdXZ22hMQJzfO+Z/PXm2c+Qosx5NOzJ5KM0NDQkLaExAnNc1dPb9oSEie0GEM+PXsiyQiTE/uERGieL9l0YdoSEie0GEM+PXsicRzHcYrCE0lGKCsrxRxjpzeheT4WT/saEqHFGPLp2RNJRmhvb09bQuKE5vnhbdvTlpA4ocUY8unZE0lG6O3tTVtC4oTm+cKXbExbQuKEFmPIp2dPJBnh2LFjaUtInNA8L6+qSltC4oQWY8inZ08kjuM4TlF4IskIra2taUtInNA8b/3Fo2lLSJzQYgz59OyJJCOMjIykLSFxQvPcuCZ/D6rNR2gxhnx69kSSEfL44ZuP0Dyf3ZC/4cXnI7QYQz49eyJxHMdxisITSUbI4/g88xGa551P9aYtIXFCizHk07MnkowgKW0JiROa5xMnTqQtIXFCizHk07Mnkoywd+/etCUkTmieX7T+nLQlJE5oMYZ8evZE4jiO4xSFJ5KMUFNTk7aExAnN8+DQcNoSEie0GEM+PXsiyQh1dXVpS0ic0Dz37X46bQmJE1qMIZ+ePZFkhJ6enrQlJE5oni+68IK0JSROaDGGfHr2ROI4juMUhSeSjFBeXp62hMQJzfPY0aNpS0ic0GIM+fTsiSQjtLW1pS0hcULzHOKgjaHFGPLpOfFEIqlZ0v+V9LikxyR9MC4/S9K9knbG7ysLjrlJUpekJyW9tqB8k6RH4m2fUh6f9InJY7vqfITmedNLz09bQuKEFmPIp+c0aiTHgT8ysxcDlwA3SNoI3AjcZ2YdwH3xOvG2a4DzgCuBWyVNTnr8WeB6oCN+XZmkkSQZD3A+79A8Vy5blraExAktxpBPz4knEjPbY2Y/i5cPAI8Da4Grgdvi3W4D3hgvXw3caWZHzawH6AIulnQ2UGNmD5iZAbcXHOM4juMkxNI0Ly6pFbgQ+CnQYGZ7IEo2klbHu60FHiw4bHdcNh4vTy+f6TrXE9VcaGpqorOzE4D6+noqKyvZvTs6zYoVK2hsbGTnzp0ALFmyhPXr19PX18fY2BgALS0tjI6Osn//fgBWrVpFeXk5AwMDAFRXV9PQ0EB3dzcAZWVltLe309vbOzXFZmtrKyMjI1PDSTc0NCBpauiEmpoa6urqpqrA5eXltLW10dPTM/Vrpq2tjeHhYUZHRwFYs2YNZsbg4CAAtbW11NbWTs0PXVFRQWtrK93d3UxMTADQ3t7O4OAgBw8eBKCxsZHx8XGGhoYAWLlyJTU1NezatQuAyspK1q1bR1dX19S4UB0dHQwMDHDo0CEm/75jY2Ps27cPiPrML1++nP7+fgCqqqpobm6eigHAhg0b6O/v58iRIwA0Nzdz+PBhJiYm6OzsDCZOZWVlrKs4RN+xFbQtO8hSGQDdY9WsLh/jjLLjAAwcq2KpTrC6PLo5v/94BaMTS7n04k10dnYmHqfh4ehBylOJU2NjI0NDQ5mKExT3/zT5uc5SnFpaWpgLRT/mk0dSNXA/cLOZfUvSiJnVFmzfb2YrJX0GeMDM7ojLvwB8D+gDPmZmr47LLwM+ZGavn+u6mzdvti1btpTGVAnZu3cva9asSVtGooTm+a3vfDfLL7/+lI/f/sWP8PD99y6iotITWowhu54lbTWzzTNtS6XXlqRy4JvAV8zsW3HxYNxcRfz+TFy+G2guOLwJGIjLm2YozyWTv5RCIjTPDavy98TzfIQWY8in5zR6bQn4AvC4mX28YNM9wHXx8nXAdwrKr5G0TFIb0U31h+JmsAOSLonPeW3BMY7jOE5CpHGP5FLgd4BHJP08LvsI8FfAXZLeRdRs9RYAM3tM0l3ADqIeXzeY2UR83HuBLwFVwPfjVy7JYlW4WELz/GTXUzSel7aKZAktxpBPz4knEjP7D2C25z2umOWYm4GbZyjfAgTR+T6te1lpEprnJUvCez44tBhDPj2H98nNKJO9R0IiNM8d57SmLSFxQosx5NOzJxLHcRynKDyRZITa2tq0JSROaJ73DA6lLSFxQosx5NOzJ5KMkMcP33yE5nlgb/6aPOYjtBhDPj17IskIk0/UhkRonkMctDG0GEM+PXsicRzHcYrCE0lGqKioSFtC4oTm+XA8NlJIhBZjyKdnTyQZobW1NW0JiROa522P7EhbQuKEFmPIp2dPJBlhcvTTkAjN80UXXpC2hMQJLcaQT8+eSDLC5FDVIRGa54oczuU9H6HFGPLp2ROJ4ziOUxSeSDJCe3t72hISJzTPD27dlraExAktxpBPz55IMkIex+eZj9A8r29rTVtC4oQWY8inZ08kGWFy+s6QCM1z/Vkr05aQOKHFGPLp2ROJ4ziOUxSeSDJCY2Nj2hISJzTPOzq70paQOKHFGPLp2RNJRhgfH09bQuKE5rly2bK0JSROaDGGfHr2RJIRhobCG2I8NM/ntDSnLSFxQosx5NOzJxLHcRynKDyRZISVK8Pr0ROa56f37E1bQuKEFmPIp2dPJBmhpqYmbQmJE5rnZ/Y9m7aExAktxpBPz55IMsKuXbvSlpA4oXm+8CUb05aQOKHFGPLp2ROJ4ziOUxSeSDJCZWVl2hISJzTPBw4eSltC4oQWY8inZ08kGWHdunVpS0ic0Dxv3/FE2hISJ7QYQz49eyLJCF1d4T31HJrnSzZdmLaExAktxpBPz55IMsKJEyfSlpA4oXkuKwvv3zG0GEM+PYf3yXUcx3EWFU8kGaGjoyNtCYkTmucfP7Q1bQmJE1qMIZ+ePZFkhIGBgbQlJE5onl+8YX3aEhIntBhDPj17IskIhw6F1zU0NM9n1Z6ZtoTECS3GkE/Pnkgcx3GcovBEkhGamprSlpA4oXl+9InOtCUkTmgxhnx6znwikXSlpCcldUm6MW09pWJsbCxtCYkTmufqFSvSlpA4ocUY8uk504lEUhnwGeB1wEbgrZJyOfLdvn370paQOKF5bm1em7aExAktxpBPz5lOJMDFQJeZPWVmx4A7gatT1uQ4jhMUS9MWUCRrgf6C9d3Ay6fvJOl64Pp49aCkJxPQttjUA/n7KTM3oXmuh78uyq+kxdKSFKHFGLLruWW2DVlPJDP919gLCsw+B3yu9HJKh6QtZrY5bR1JEprn0PyCe84LWW/a2g00F6w3Afl72sdxHOc0JuuJ5GGgQ1KbpArgGuCelDU5juMERaabtszsuKT3A/8ClAH/YGaPpSyrVGS6ae4UCc1zaH7BPecCmb3gloLjOI7jLJisN205juM4KeOJxHEcxykKTySnGZLKJG2T9N1Ztl8u6eeSHpN0f9L6SsFcniWdKemfJP0i9vy7aWhcTCT1SnokjuOWGbZL0qfiYX+2S3pZGjoXkwV4fnvsdbukn0h6aRo6F5P5PBfsd5GkCUlvTlLfYpLpm+055YPA40DN9A2SaoFbgSvNrE/S6oS1lYpZPQM3ADvM7PWSVgFPSvpKPJJBlnmVmc32UNrrgI749XLgs8zwoG0GmctzD/BKM9sv6XVEN6Tz7nlymKe/JuowlFm8RnIaIakJ+HXg87Ps8jbgW2bWB2BmzySlrVQswLMBZyh6ZLsaeBY4npC8tLgauN0iHgRqJZ2dtqhSYmY/MbP98eqDRM+EhcAHgG8Cmf5f9kRyevFJ4EPAiVm2bwBWSvqRpK2Srk1MWen4JHN7/jTwYqIHTR8BPmhms+2bFQz4YRzD62fYPtPQP1kf0XE+z4W8C/h+AppKzZyeJa0FfgP428SVLTLetHWaIOkq4Bkz2yrp8ll2WwpsAq4AqoAHJD1oZpmcyGKBnl8L/Bz4VaAduFfSv5vZaCIiS8OlZjYQN03eK+kJM/u3gu0LGvonY8znGQBJryJKJL+SuMLFZz7PnwQ+bGYTGRwj7Xl4jeT04VLgDZJ6iUYx/lVJd0zbZzfwAzM7FLe7/huQ5ZuSC/H8u0TNeWZmXURt6ecmK3NxMbOB+P0Z4B+JRrEuJHdD/yzAM5IuIGrivNrMhpNVuPgswPNm4M748/9m4FZJb0xS42LhieQ0wcxuMrMmM2slGurlX83sHdN2+w5wmaSlkpYT3Yx8PGGpi8YCPfcR1cCQ1AC8CHgqUaGLiKQVks6YXAb+K/DotN3uAa6Ne29dAjxnZnsSlrpoLMSzpHXAt4DfyWoNu5CFeDazNjNrjT//dwPvM7NvJ611MfCmrdMcSe8BMLO/NbPHJf0A2E50T+HzZjb9SyjzFHoG/gfwJUmPEDX5fHiuXjAZoAH4x7gpYynwVTP7wTTP3wN+DegCDhPVyrLMQjz/GVBH9Ksc4HjGR8hdiOfc4EOkOI7jOEXhTVuO4zhOUXgicRzHcYrCE4njOI5TFJ5IHMdxnKLwROI4juMUhScSxykB8TA2r51W9geSbp1j/yx3d3UCxhOJ45SGrxE9ZFnINXG54+QKTySOUxruBq6StAxAUivQCLxN0pZ4bpW/mOlASQcLlt8s6Uvx8ipJ35T0cPy6tOQuHGcBeCJxnBIQjxX1EHBlXHQN8HXgT+Inti8AXhmPL7VQbgE+YWYXAb/J7EPvO06i+BApjlM6Jpu3vhO//z/Ab8VDii8FzgY2Eg15sxBeDWwsGCm2RtIZZnZgUVU7zkniicRxSse3gY/HU+VWAfuBPwYuimcC/BJQOcNxheMWFW5fArzCzI6URq7jnBretOU4JcLMDgI/Av6BqHZSAxwCnotHMn7dLIcOSnqxpCVEEx9N8kPg/ZMrkn6pBLId56TxROI4peVrRHPG3GlmvwC2AY8RJZcfz3LMjcB3gX8FCoeP/31gs6TtknYA7ymZasc5CXz0X8dxHKcovEbiOI7jFIUnEsdxHKcoPJE4juM4ReGJxHEcxykKTySO4zhOUXgicRzHcYrCE4njOI5TFP8/ldPmIWztd1IAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Beispiel mit einer Beta-Verteilung\n", + "user_param = Parameter(\n", + " name=\"user_distributed_param\",\n", + " value=0.5, # Initialwert\n", + " range=(0.0, 1.0), # Wertebereich\n", + " distribution=\"beta\",\n", + " alpha=2.0, # Alpha-Parameter der Beta-Verteilung\n", + " beta=3.0 # Beta-Parameter der Beta-Verteilung\n", + ")\n", + "\n", + "# JSON-Export\n", + "#print(user_param.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "user_sampled_values = user_param.sample_values(10000)\n", + "#print(f\"User sampled values: {user_sampled_values}\")\n", + "\n", + "# Plot als Histogramm\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.hist(user_sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of User Sampled Values (Beta Distribution)')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/Pud-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/Pud-checkpoint.ipynb new file mode 100644 index 0000000..48a6279 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/Pud-checkpoint.ipynb @@ -0,0 +1,647 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "import warnings\n", + "warnings.simplefilter(action='ignore', category=FutureWarning)\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.metadata import extract_name_unit\n", + "from sdata.timestamp import TimeStamp\n", + "import uuid\n", + "import openpyxl\n", + "import matplotlib.pyplot as plt\n", + "import datetime\n", + "import re\n", + "import requests\n", + "modulepath = os.getcwd()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/projects/sdata/tests/io/pud/ut_flat.txt\n", + "(Data 'UT_FLAT':7672ad7d9b9f58ecb59a8221b762a7a4)\n", + "(Metadata'N.N.':39 ['sdata_version', 'name', 'uuid', 'WERKSTOFF_NORM_NAME', 'WERKSTOFFNUMMER_NORM', 'MATERIALNAME', 'PRUEFUNG', 'PROBENIDENTNUMMER', 'PROBENGEOMETRIE', 'ENTNAHMERICHTUNG', 'VORVERFORMUNG_SOLL <%>', 'VORVERFORMUNG_IST <%>', 'VORVERFORMUNGSRICHTUNG', 'WAERMEBEHANDLUNG', 'PROBENBREITE_IST ', 'PROBENDICKE_IST ', 'MESSLAENGE_IST ', 'MESSLAENGE_IST_FD ', 'PRUEFTEMPERATUR_SOLL ', 'PRUEFGESCHWINDIGKEIT_SOLL ', 'PRUEFGESCHWINDIGKEIT_IST ', 'DEHNRATE_SOLL <1/s>', 'DEHNRATE_IST <1/s>', 'AUFTRAG', 'PRUEFDATUM ', 'PRUEFER', 'PRUEFSTELLE', 'BEMERKUNG', 'l0', 'width', 'thickness', 'area', 'actual_testing_temperature', 'sample_direction', 'nominal_pre_deformation', 'actual_pre_deformation', 'nominal_strain_rate', 'actual_strain_rate', 'place_of_test'])\n", + " ZEIT KRAFT WEG BREITENAENDERUNG WEG_FD \n", + "index \n", + "27 1.2372 192.181 -0.0235 0.0012 -0.0235\n", + "28 1.2772 198.325 -0.0231 0.0012 -0.0231\n", + "29 1.2972 201.397 -0.0227 0.0012 -0.0227\n", + "30 1.3172 205.152 -0.0224 0.0013 -0.0224\n", + "31 1.3572 211.638 -0.0220 0.0013 -0.0220\n" + ] + } + ], + "source": [ + "filepath = os.path.join(modulepath, \"..\", \"tests\", \"io\", \"pud\", \"ut_flat.txt\")\n", + "print(os.path.abspath(filepath))\n", + "from sdata.iolib.pud import Pud\n", + "\n", + "pud = Pud.from_file(filepath)\n", + "print(pud)\n", + "print(pud.metadata)\n", + "print(pud.df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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For apps that don't use unicode, this function\n", + " walks through all levels of a JSON data structure and converts each item\n", + " to ASCII. See http://stackoverflow.com/questions/956867/ for original.\n", + "\n", + " Can be used for any nesting of strings / lists / dicts, e.g. a list of\n", + " dicts, a dict in which values are lists of strings etc. See LIMITATIONS.\n", + "\n", + "PARAMETERS\n", + " data A string, unicode, list or dict, or nested versions of the\n", + " same types. Typically the string output from json.dumps()\n", + " or the dict resulting from json.load() or json.loads().\n", + "\n", + "RETURNS\n", + " A Python dictionary with all keys and values converted to UTF-8.\n", + "\n", + "USAGE\n", + " There are several equivalent ways to use this function.\n", + "\n", + " (1) asciify string version of data structure before creating dict:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(asciify(s))\n", + "\n", + " (2) create dict from string version of data structure, then asciify:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(s)\n", + " d = asciify(d)\n", + "\n", + " (3) asciify as the dict is being created via object hook:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(s, object_hook=asciify)\n", + "\n", + " Asciifying the string first (approach (1) above) is probably the best\n", + " approach since the input is a flat string and there's no possibility of\n", + " the depth traversal stopping due to an unknown type. See LIMITATIONS.\n", + "\n", + "\n", + "EXAMPLES\n", + " >>> import json\n", + "\n", + " >>> s1 = 'ASCII string'\n", + " >>> type(s1)\n", + " \n", + " >>> s1 = asciify(s1)\n", + " >>> type(s1)\n", + " \n", + "\n", + " >>> s2 = u'Unicode string'\n", + " >>> type(s2)\n", + " \n", + " >>> s2 = asciify(s2)\n", + " >>> type(s2)\n", + " \n", + "\n", + " >>> s3 = 'Nestl'+unichr(0xe9)\n", + " >>> print asciify(s3)\n", + " Nestle\n", + "\n", + " >>> asciify(['a','b','c'])\n", + " ['a', 'b', 'c']\n", + "\n", + " >>> asciify([u'a',u'b',u'c'])\n", + " ['a', 'b', 'c']\n", + "\n", + " >>> asciify({'a':'aa','b':'bb','c':'cc'})\n", + " {'a': 'aa', 'c': 'cc', 'b': 'bb'}\n", + "\n", + " >>> asciify({u'a':'aa','b':u'bb',u'c':u'cc'})\n", + " {'a': 'aa', 'c': 'cc', 'b': 'bb'}\n", + "\n", + " >>> d = dict(a='a1',b='b2',c=dict(d='d3',e=['e4','e5','e6'],f=dict(g='g7')),h=[8,9,10])\n", + " >>> print d\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(d)\n", + " \n", + "\n", + " >>> asciistr = json.dumps(d)\n", + " >>> print asciistr\n", + " {\"a\": \"a1\", \"h\": [8, 9, 10], \"c\": {\"e\": [\"e4\", \"e5\", \"e6\"], \"d\": \"d3\", \"f\": {\"g\": \"g7\"}}, \"b\": \"b2\"}\n", + " >>> print type(asciistr)\n", + " \n", + "\n", + " >>> unidict = json.loads(asciistr)\n", + " >>> print unidict\n", + " {u'a': u'a1', u'h': [8, 9, 10], u'c': {u'e': [u'e4', u'e5', u'e6'], u'd': u'd3', u'f': {u'g': u'g7'}}, u'b': u'b2'}\n", + " >>> print type(unidict)\n", + " \n", + " >>> unidict == d\n", + " True\n", + "\n", + " >>> asciidict1 = asciify(unidict)\n", + " >>> print asciidict1\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(asciidict1)\n", + " \n", + " >>> asciidict1 == d\n", + " True\n", + "\n", + " >>> asciidict2 = json.loads(asciistr, object_hook=asciify)\n", + " >>> print asciidict2\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(asciidict2)\n", + " \n", + " >>> asciidict2 == d\n", + " True\n", + "\n", + "LIMITATIONS\n", + " For a multi-layered data structure (dict of lists, list of strings etc.)\n", + " depth traversal of the data structure stops when the element encountered\n", + " is not a string, unicode, list or dict. For example, in this dict:\n", + "\n", + " > d = {'a': { 'b': [1, 2, set(u'x', u'y'] ), 'c': u'z' } }\n", + "\n", + " ... the u'x' and u'y' items are contained within a set, and therefore\n", + " would not be asciified, while u'z' is contained in a dict and would be\n", + " asciified since the breadth traversal of the structure continues.\n", + "\n", + " A future @@todo could be to throw an error if a non-traversable input\n", + " is used, or have additional parameter that can allow the non-traversable\n", + " input to be used even though the result is a partial discard of data.\n", + "\n", + " \"\"\"\n", + " ##\n", + " ## embedded functions\n", + " ##\n", + " ## see http://stackoverflow.com/a/517974\n", + " def _remove_accents(data):\n", + " \"\"\"\n", + "Changes accented letters to non-accented approximation, like Nestle\n", + "\n", + " \"\"\"\n", + " return unicodedata.normalize('NFKD', data).encode('ascii', 'ignore')\n", + " ##\n", + " def _asciify_list(data):\n", + " \"\"\" Ascii-fies list values \"\"\"\n", + " ret = []\n", + " for item in data:\n", + " if isinstance(item, unicode):\n", + " item = _remove_accents(item)\n", + " item = item.encode('utf-8')\n", + " elif isinstance(item, list):\n", + " item = _asciify_list(item)\n", + " elif isinstance(item, dict):\n", + " item = _asciify_dict(item)\n", + " ret.append(item)\n", + " return ret\n", + " #\n", + " def _asciify_dict(data):\n", + " \"\"\" Ascii-fies dict keys and values \"\"\"\n", + " ret = {}\n", + " for key, value in data.iteritems():\n", + " if isinstance(key, unicode):\n", + " key = _remove_accents(key)\n", + " key = key.encode('utf-8')\n", + " ## note new if\n", + " if isinstance(value, unicode):\n", + " value = _remove_accents(value)\n", + " value = value.encode('utf-8')\n", + " elif isinstance(value, list):\n", + " value = _asciify_list(value)\n", + " elif isinstance(value, dict):\n", + " value = _asciify_dict(value)\n", + " ret[key] = value\n", + " return ret\n", + " ##\n", + " ## main function\n", + " if isinstance(data, list):\n", + " return _asciify_list(data)\n", + " elif isinstance(data, dict):\n", + " return _asciify_dict(data)\n", + " elif isinstance(data, unicode):\n", + " data = _remove_accents(data)\n", + " return data.encode('utf-8')\n", + " elif isinstance(data, str):\n", + " return data\n", + " else:\n", + " raise TypeError('Input must be dict, list, str or unicode')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\xc3\\xb6-\\xc3\\xbc-\\xc3\\xa4-\\xc3\\x96-\\xc3\\x9c-\\xc3\\x84-?- -\\\\-/'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "asciify(\"ö-ü-ä-Ö-Ü-Ä-?- -\\\\-/\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem", + "language": "python", + "name": "sfem" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.15" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/base-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/base-checkpoint.ipynb new file mode 100644 index 0000000..5bca77e --- /dev/null +++ b/ipynb/.ipynb_checkpoints/base-checkpoint.ipynb @@ -0,0 +1,5461 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "088b0e06-c6d6-4db8-acf2-b636b3d944e5", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory, sclass_factory" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "cb989381-abe2-4cf5-be26-9aeabea1ca30", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Project__myproject__3e2bba6e47325a9e820c394b1223562c)" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "project = SUUID.from_name(class_name=\"Project\", name=\"MyProject\", ns_name=\"\")\n", + "project" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "46660f5e-3e1b-4767-ad79-4e1c840a2701", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.process:PartOpt - \n", + "_sdata_ctime 2025-09-23T18:02:56.803804+00:00 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname PartOpt__noname__a31004e9fa984795b9636650c36d0396 - \n", + "_sdata_topology_class sdata.sclass:GenericallyDependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required ontology \n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata bfo class name True \n", + "_sdata_version str sdata package version True " + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "pdata(\"PartOpt\")(project=\"dp2g\").mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "e76e3fc9-2253-4fe8-8707-38d8a1f065a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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_sdata_class_sdata_classsdata.sclass.process:PartOpt-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T17:59:15.833901+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameA-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__myproject__3e2bba6e47325a9e820c394b12...-strsname of the projectFalse
_sdata_sname_sdata_snamePartOpt__a__52c7072deb7552d9bb9194b9c85f31d0-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:GenericallyDependentContinuant-strsdata bfo class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.process:PartOpt - \n", + "_sdata_ctime 2025-09-23T17:59:15.833901+00:00 - \n", + "_sdata_name A - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__myproject__3e2bba6e47325a9e820c394b12... - \n", + "_sdata_sname PartOpt__a__52c7072deb7552d9bb9194b9c85f31d0 - \n", + "_sdata_topology_class sdata.sclass:GenericallyDependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required ontology \n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata bfo class name True \n", + "_sdata_version str sdata package version True " + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "pdata(\"PartOpt\")(name=\"A\", project=project).mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "053e5186-6b3e-47b8-94ff-eba3a1aa38d7", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'project' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[19]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m p = Base(name=\u001b[33m\"\u001b[39m\u001b[33mpapa\u001b[39m\u001b[33m\"\u001b[39m, project=project)\n\u001b[32m 2\u001b[39m p\n", + "\u001b[31mNameError\u001b[39m: name 'project' is not defined" + ] + } + ], + "source": [ + "p = Base(name=\"papa\", project=project)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "92777d95-78b2-41f0-b608-28bc6fb9eb2f", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "pdata(\"PartOpt\")(project=\"dp2g\",parent=p).mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "eb00214d-7c3b-420d-816d-86387cc7b934", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_suuid_sname(\"MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\")" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "ed9f445b-e96c-4284-a670-08f4fb92b2c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "parent_sname! Base__papa__f711d51db6ec4d94b83f2c29aaa2963e\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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_sdata_parent_sname_sdata_parent_snameBase__papa__f711d51db6ec4d94b83f2c29aaa2963e-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__otto__5f38dc0e6d964cc3ae62805bc4913c05-strsname of the projectFalse
_sdata_sname_sdata_snameBase__otto__55852daa82c9573face1af7134fb0955-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T17:39:15.182706+00:00 - \n", + "_sdata_name otto - \n", + "_sdata_parent_sname Base__papa__f711d51db6ec4d94b83f2c29aaa2963e - \n", + "_sdata_project_sname Project__otto__5f38dc0e6d964cc3ae62805bc4913c05 - \n", + "_sdata_sname Base__otto__55852daa82c9573face1af7134fb0955 - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(class_name=\"Myclass\", name=\"otto\", project=\"Project__otto__5f38dc0e6d964cc3ae62805bc4913c05\", parent=p)\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "3b5d856f-01d0-4226-a531-d0418a2e30c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "parent_sname! MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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_sdata_parent_sname_sdata_parent_snameMyData__otto__5f38dc0e6d964cc3ae62805bc4911c05-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__otto__5f38dc0e6d964cc3ae62805bc4913c05-strsname of the projectFalse
_sdata_sname_sdata_snameBase__otto__55852daa82c9573face1af7134fb0955-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T17:39:37.764256+00:00 - \n", + "_sdata_name otto - \n", + "_sdata_parent_sname MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05 - \n", + "_sdata_project_sname Project__otto__5f38dc0e6d964cc3ae62805bc4913c05 - \n", + "_sdata_sname Base__otto__55852daa82c9573face1af7134fb0955 - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(class_name=\"Myclass\", name=\"otto\", project=\"Project__otto__5f38dc0e6d964cc3ae62805bc4913c05\", parent=\"MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\")\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "c6dda80b-fe3a-423d-a818-9c80a06fbe31", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Project__myproject__f3128481a3c854f8a9b35543788ac3a9)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "7dd23b66-2c40-40c8-bdcc-9af949496a64", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:46 WARNING:'NoneType' object has no attribute 'split'\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"test\")\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "27ce9335-4037-4d24-9f5d-6d13d543df09", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:47 WARNING:Ungültiger sname-Format: Muss genau zwei Separatoren enthalten\n", + "05:35:47 WARNING:'NoneType' object has no attribute 'split'\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T17:35:47.255301+00:00 - \n", + "_sdata_name test - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Base__test__0eff89428e034b0a9dfbbde2d59897ae - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "project = SUUID.from_obj(\"MyProject\", class_name=\"Project\")\n", + "b = Base(name=\"test\", project=project)\n", + "b.sdf" + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "2bebd771-a26e-45f4-b046-475247d5a99b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 243, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"test\", ns_name=\"project_sname\")\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "id": "fa57527b-67a7-4fba-9086-3209c5a828b6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Base__test__a5e2dde726b7490f99c733745419cfb7'" + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "d5198a37-1386-4b5e-a4de-1c8ba377f2b3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.base:Base sdata-base Base\n" + ] + }, + { + "data": { + "text/plain": [ + "'did:sd-sdata-base:Base__test__a5e2dde726b7490f99c733745419cfb7'" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.did" + ] + }, + { + "cell_type": "code", + "execution_count": 246, + "id": "31b38191-50df-424c-ba0a-31fa619de876", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.base:Base sdata-base Base\n" + ] + }, + { + "data": { + "text/plain": [ + "'did:sd-sdata-base:Base__test__a5e2dde726b7490f99c733745419cfb7'" + ] + }, + "execution_count": 246, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.did" + ] + }, + { + "cell_type": "code", + "execution_count": 247, + "id": "cd43c035-6507-45d0-b84f-f52b6e23bd7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T15:11:48.806969+00:00 - \n", + "_sdata_name test - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Base__test__a5e2dde726b7490f99c733745419cfb7 - \n", + "_sdata_suuid YTVlMmRkZTcyNmI3NDkwZjk5YzczMzc0NTQxOWNmYjdCYX... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_ctime str UTC creation date \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required ontology \n", + "key \n", + "_sdata_class True \n", + "_sdata_ctime False \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 247, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 248, + "id": "577a5efd-9a1f-4f9b-aa9f-589593fca8bd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.base:Base sdata-base Base\n" + ] + }, + { + "data": { + "text/plain": [ + "('Base__test__a5e2dde726b7490f99c733745419cfb7',\n", + " 'did:sd-sdata-base:Base__test__a5e2dde726b7490f99c733745419cfb7')" + ] + }, + "execution_count": 248, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.sname, b.did" + ] + }, + { + "cell_type": "code", + "execution_count": 249, + "id": "5d3d9b89-c548-465e-ac81-32c4fa023c18", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " Any>" + ] + }, + "execution_count": 249, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass_factory" + ] + }, + { + "cell_type": "code", + "execution_count": 250, + "id": "78d063e0-1b95-47b4-9d2d-6712513b2687", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:54\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 53\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m54\u001b[39m mod_name, class_name = spec.split(\u001b[33m\"\u001b[39m\u001b[33m:\u001b[39m\u001b[33m\"\u001b[39m, \u001b[32m1\u001b[39m)\n\u001b[32m 55\u001b[39m register(class_name, spec)\n", + "\u001b[31mValueError\u001b[39m: not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:478\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 0\u001b[39m \n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:66\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 65\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m66\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33msdata.sclass.spec_to_class Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[250]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sclass_factory(sdata_spec=\u001b[33m\"\u001b[39m\u001b[33mBlob\u001b[39m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:483\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 481\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 482\u001b[39m mod_name, class_name = \u001b[33m\"\u001b[39m\u001b[33m\"\u001b[39m, sdata_spec\n\u001b[32m--> \u001b[39m\u001b[32m483\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 484\u001b[39m sdata_class = sdata.sclass.spec_to_class(sdata_spec)\n\u001b[32m 485\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)" + ] + } + ], + "source": [ + "sclass_factory(sdata_spec=\"Blob\")" + ] + }, + { + "cell_type": "code", + "execution_count": 251, + "id": "699d26b5-4a9b-45ea-80b2-371990a8b6c0", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:54\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 53\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m54\u001b[39m mod_name, class_name = spec.split(\u001b[33m\"\u001b[39m\u001b[33m:\u001b[39m\u001b[33m\"\u001b[39m, \u001b[32m1\u001b[39m)\n\u001b[32m 55\u001b[39m register(class_name, spec)\n", + "\u001b[31mValueError\u001b[39m: not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:478\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 0\u001b[39m \n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:66\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 65\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m66\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33msdata.sclass.spec_to_class Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[251]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sclass_factory(\u001b[33m\"\u001b[39m\u001b[33mBlob2\u001b[39m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:483\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 481\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 482\u001b[39m mod_name, class_name = \u001b[33m\"\u001b[39m\u001b[33m\"\u001b[39m, sdata_spec\n\u001b[32m--> \u001b[39m\u001b[32m483\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 484\u001b[39m sdata_class = sdata.sclass.spec_to_class(sdata_spec)\n\u001b[32m 485\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)" + ] + } + ], + "source": [ + "sclass_factory(\"Blob2\")" + ] + }, + { + "cell_type": "code", + "execution_count": 252, + "id": "6fe306a9-3d20-4c4d-b1d9-e61897553be4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:Project-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T15:11:55.886261+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameMüller@Scäle.com-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameProject__mueller_at_scaele_com__36c52f5326c041...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidMzZjNTJmNTMyNmMwNDFhN2E4ODgyMDJlZTY3NGEwNmZQcm...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:WTF0815a-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T15:11:56.525359+00:00-strUTC creation dateFalse
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameWTF0815a__noname__62196db3709549ad9d644fd06de9...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNjIxOTZkYjM3MDk1NDlhZDlkNjQ0ZmQwNmRlOWM0ODNXVE...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:WTF0815a - \n", + "_sdata_ctime 2025-09-23T15:11:56.525359+00:00 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname WTF0815a__noname__62196db3709549ad9d644fd06de9... - \n", + "_sdata_suuid NjIxOTZkYjM3MDk1NDlhZDlkNjQ0ZmQwNmRlOWM0ODNXVE... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_ctime str UTC creation date \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required ontology \n", + "key \n", + "_sdata_class True \n", + "_sdata_ctime False \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 254, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parent = sdata_factory(\"WTF0815a\")\n", + "parent.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 255, + "id": "84d5441f-b403-4458-883c-8745aff93f5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, {'a': 2.3, 2: 3})" + ] + }, + "execution_count": 255, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"a@b.com\" , project=project, parent=parent,\n", + " data={\"a\":2.3}, ns_name=\"123\")\n", + "b.update_data({2:3})\n", + "b, b.data" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "105a64e1-c280-4cd5-8acd-d40bc1e5da76", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'a@b.com'" + ] + }, + "execution_count": 262, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.metadata.df.loc[\"_sdata_name\"].value" + ] + }, + { + "cell_type": "code", + "execution_count": 260, + "id": "b110a446-f19a-4e98-862c-a3f8952c3998", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'a': 2.3, 2: 3}" + ] + }, + "execution_count": 260, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c95ef125-69e4-43d7-b67e-188567c8c318", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Base@a_b_com@cac3227ea3b25a30b04139b5c982b424'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b2 = Base.from_json(b.to_json())\n", + "b2.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b6bdf01f-f9e6-4223-8e6b-e517368a29b5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
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_sdata_project_sname_sdata_project_snameProject@mueller_scaele_com@8e27f40ea1c5412682c...-strsname of the projectFalse
_sdata_sname_sdata_snameBase@a_b_com@cac3227ea3b25a30b04139b5c982b424-strsname of the data objectTrue
_sdata_suuid_sdata_suuidY2FjMzIyN2VhM2IyNWEzMGIwNDEzOWI1Yzk4MmI0MjRCYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class Base - \n", + "_sdata_name a@b.com - \n", + "_sdata_parent_sname WTF0815a@noname@a2dbe559a3b04c94a45fadedae930519 - \n", + "_sdata_project_sname Project@mueller_scaele_com@8e27f40ea1c5412682c... - \n", + "_sdata_sname Base@a_b_com@cac3227ea3b25a30b04139b5c982b424 - \n", + "_sdata_suuid Y2FjMzIyN2VhM2IyNWEzMGIwNDEzOWI1Yzk4MmI0MjRCYX... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5ee19bea-4151-46a1-807b-e29e39459125", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata_factory(\"Material\", name=\"DP800\", project=project, parent=b,\n", + " default_attributes=[{\"name\":\"a\", \"value\":1.2, \"dtype\":float, \"label\":\"an a\"}])\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "53a1d252-31f1-455b-ba6a-774eec8f2eaa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classMaterial-strsdata classTrue
_sdata_name_sdata_nameDP800-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameBase@a_b_com@cac3227ea3b25a30b04139b5c982b424-strsname of the parentFalse
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"text/plain": [ + "'Project@mueller_scaele_com@8e27f40ea1c5412682c66629da8ce113'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.project.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "f8a071ce-e6a4-4d95-91ad-6776be77cd04", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(WTF0815a@noname@a2dbe559a3b04c94a45fadedae930519)" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.parent" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "de16cbc8-da8d-48d7-b739-e6fa0866c2ea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, {})" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "class Process(Base):\n", + " \"\"\"Process class\n", + "\n", + " \"\"\"\n", + "\n", + " def __init__(self, **kwargs):\n", + " \"\"\"\n", + "\n", + " :param inputs: {}\n", + " :param kwargs:\n", + " \"\"\"\n", + " self.default_attributes = []\n", + " self.workflow_node_type = 'process'\n", + " self.inputs = kwargs.get(\"inputs\", {})\n", + " self.outputs = kwargs.get(\"outputs\", {})\n", + " self.status = \"init\"\n", + " super().__init__(**kwargs)\n", + " self.set_default_attributes()\n", + " \n", + "po = p = sdata_factory(\"MyProcessNode\", Process)\n", + "p.__class__, p.__class__.__bases__\n", + "po, po.inputs" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "cf5d564b-bd29-410d-a841-0b6653730620", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, {})" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "po = p = sdata_factory(\"Project\", Process)\n", + "p.__class__, p.__class__.__bases__\n", + "po, po.inputs" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "835613d6-6247-48c0-833d-811a40b8b49b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Attr'_sdata_class':Material(str)),\n", + " (Attr'_sdata_name':noname(str)),\n", + " (Attr'_sdata_parent_sname':(str)),\n", + " (Attr'_sdata_project_sname':(str)),\n", + " (Attr'_sdata_sname':Material@noname@a6932baa19cc49a1971c7b1e695aa96a(str)),\n", + " (Attr'_sdata_suuid':YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYXRlcmlhbEBub25hbWU=(str)),\n", + " (Attr'_sdata_version':0.26.0(str)),\n", + " (Attr'a':1.2(float))]" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.md.values()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "99136f4f-3408-4283-9964-db85ca17b434", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True Material\n", + "True noname\n", + "False \n", + "False \n", + "True Material@noname@a6932baa19cc49a1971c7b1e695aa96a\n", + "True YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYXRlcmlhbEBub25hbWU=\n", + "True 0.26.0\n", + "True 1.2\n", + "True\n" + ] + } + ], + "source": [ + "for attr in m.metadata.values():\n", + " print(attr.required, attr.value)\n", + " if attr.required is True and attr.value is None:\n", + " print(False)\n", + "print(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "3674214f-c895-472f-899b-9a943caca8d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
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_sdata_class_sdata_classMaterial-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameMaterial@noname@a6932baa19cc49a1971c7b1e695aa96a-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
aa1.2-floatan aTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "a a \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class Material - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Material@noname@a6932baa19cc49a1971c7b1e695aa96a - \n", + "_sdata_suuid YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX... - \n", + "_sdata_version 0.26.0 - \n", + "a 1.2 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "a float an a \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True \n", + "a True " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "20c4ca3f-a244-4924-9ca2-6c6687e92843", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Häl[l]o.csv',\n", + " 'hael_l_o_csv',\n", + " 'Base@hael_l_o_csv@35d9d851ed4b4fafb2062a95b6321748')" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"Häl[l]o.csv\")\n", + "b.name, SUUID.generate_safe_filename(b.name), b.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "fef753d6-453c-48bc-be63-3151bc08c7eb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'hael_l_o_csv'" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.osname" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "7aed0da2-fdf1-4d0f-a4d7-3c40a73baf86", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyClass@hael_l_o_csv@2ddea91142cf4254a45dd99c07bb01b5)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID(\"MyClass\", name=\"Häl[l]o.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "35528fbd-b702-4fb4-9e4b-5492c4224bbe", + "metadata": {}, + "outputs": [], + "source": [ + "b = Base(name=\"test\")\n", + "assert b.name == \"test\"" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "1bc2aca4-cf29-439c-b239-c58ae0fa6730", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.suuid.SUUID, sdata.suuid.SUUID)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(b.suuid), b.suuid.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "fd56de41-33d6-4c11-8e29-a601d925456b", + "metadata": {}, + "outputs": [], + "source": [ + "b = Base(name=\"test\")\n", + "assert isinstance(b.suuid, SUUID)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "78024df7-f281-4575-a12f-65fd0c4ca80b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " str>" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.generate_safe_filename" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "a3928a28-4fd0-448e-8a69-75c4f6fabcf6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'08487142e9585eb2a39f4b8c9f64d4b60dc420af4ee136472d252d0c68d99974'" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import hashlib\n", + "s=\"test text\"\n", + "sh = hashlib.sha3_256()\n", + "sh.update(s.encode('utf-8', errors='strict')) # Raise bei Encoding-Fehlern\n", + "content_hash = sh.hexdigest()\n", + "content_hash" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "a593fb9d-699e-4b71-9072-0c348e10de49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'none'" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "u = uuid.UUID(\"1234567890abcdef1234567890abcdef\")\n", + "sid = SUUID.from_uuid(class_name=\"Test\", uuid_obj=u)\n", + "assert sid.class_name == \"Test\"\n", + "assert sid.huuid == \"1234567890abcdef1234567890abcdef\"\n", + "sid.name\n", + "#assert sid.name == \"noname\"" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "7a0d9d5a-584a-4b6f-b86c-fe4df87563dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "_08487142e9585eb2a39f4b8c9f64d4b60dc420af4ee136472d252d0c68d99974\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'expected_hash' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[72], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m sid \u001b[38;5;241m=\u001b[39m SUUID\u001b[38;5;241m.\u001b[39mfrom_str(class_name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m\"\u001b[39m, s\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtest text\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28mprint\u001b[39m(sid\u001b[38;5;241m.\u001b[39mname)\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m sid\u001b[38;5;241m.\u001b[39mname \u001b[38;5;241m==\u001b[39m expected_hash\n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# huuid basierend auf \"Data\" + hash\u001b[39;00m\n\u001b[1;32m 5\u001b[0m expected_input \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m expected_hash\n", + "\u001b[0;31mNameError\u001b[0m: name 'expected_hash' is not defined" + ] + } + ], + "source": [ + "sid = SUUID.from_str(class_name=\"Data\", s=\"test text\")\n", + "print(sid.name)\n", + "assert sid.name == expected_hash\n", + "# huuid basierend auf \"Data\" + hash\n", + "expected_input = \"Data\" + expected_hash\n", + "expected_uid = uuid.uuid5(uuid.NAMESPACE_OID, expected_input.upper())\n", + "assert sid.huuid == expected_uid.hex" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "26374445-62e8-4e63-b19c-f859568fa124", + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid decimal literal (885436945.py, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[60], line 1\u001b[0;36m\u001b[0m\n\u001b[0;31m Base@test_name@2f5c692449e95f90a715861f2833d35a\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid decimal literal\n" + ] + } + ], + "source": [ + "Base@test_name@2f5c692449e95f90a715861f2833d35a\n", + "MmY1YzY5MjQ0OWU5NWY5MGE3MTU4NjFmMjgzM2QzNWFCYXNlQHRlc3RfbmFtZQ==" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "3cae5724-c879-4667-96e4-9df79a83f4e2", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata import Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "6dcf102f-92b4-4028-8a9a-2058d67f5fce", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(True, 'bool')" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Metadata.guess_dtype_from_value(\"True\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "985ea911-dccb-4f19-9fed-2f5d44eee22d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/bfo_classes-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/bfo_classes-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/ipynb/.ipynb_checkpoints/bfo_classes-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/blob-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/blob-checkpoint.ipynb new file mode 100644 index 0000000..43e1f25 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/blob-checkpoint.ipynb @@ -0,0 +1,404 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4209277b-033d-44ba-8b4c-e55d800c7f40", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.blob import Blob" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "260b871d-b6be-4f77-b660-94e1a991f9b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Blob-Name: MeinPDFBlob\n", + "Filetype: pdf\n", + "Exists: True\n", + "Inhalt als Bytes (Auszug): b'%PDF-1.4\\n% Beispiel-'\n", + "SHA1: 753cec2ad9f339dab45f98123a3992268f5c097b\n", + "MD5: 31f9355d968def31eb19882aa0bbe453\n", + "Serialisierte Daten: {'metadata': {'_sdata_class': {'name': '_sdata_class', 'value': 'Blob', 'unit': '-', 'dtype': 'str', 'description': 'sdata class', 'label': '', 'required': True}, '_sdata_name': {'name': '_sdata_name', 'value': 'MeinPDFBlob', 'unit': '-', 'dtype': 'str', 'description': 'name of the data object', 'label': '', 'required': True}, '_sdata_parent_sname': {'name': '_sdata_parent_sname', 'value': '', 'unit': '-', 'dtype': 'str', 'description': 'sname of the parent', 'label': '', 'required': False}, '_sdata_project_sname': {'name': '_sdata_project_sname', 'value': '', 'unit': '-', 'dtype': 'str', 'description': 'sname of the project', 'label': '', 'required': False}, '_sdata_sname': {'name': '_sdata_sname', 'value': 'Blob@meinpdfblob@15117f0ebef94f5bbc190fbb997d557f', 'unit': '-', 'dtype': 'str', 'description': 'sname of the data object', 'label': '', 'required': True}, '_sdata_suuid': {'name': '_sdata_suuid', 'value': 'MTUxMTdmMGViZWY5NGY1YmJjMTkwZmJiOTk3ZDU1N2ZCbG9iQG1laW5wZGZibG9i', 'unit': '-', 'dtype': 'str', 'description': 'Super Universally Unique Identifier', 'label': '', 'required': True}, '_sdata_version': {'name': '_sdata_version', 'value': '0.26.0', 'unit': '-', 'dtype': 'str', 'description': 'sdata package version', 'label': '', 'required': True}}, 'data': {'content': {'type': 'bytes', 'filetype': 'pdf', 'value': 'JVBERi0xLjQKJSBCZWlzcGllbC1QREYtSW5oYWx0'}}, 'description': 'Ein Blob mit PDF-Inhalt als Bytes.'}\n" + ] + }, + { + "ename": "AttributeError", + "evalue": "'Blob' object has no attribute 'filetype'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 39\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[38;5;66;03m# Deserialisieren zurück\u001b[39;00m\n\u001b[1;32m 38\u001b[0m restored_blob \u001b[38;5;241m=\u001b[39m Blob\u001b[38;5;241m.\u001b[39mfrom_dict(serialized)\n\u001b[0;32m---> 39\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRestored Filetype:\u001b[39m\u001b[38;5;124m\"\u001b[39m, restored_blob\u001b[38;5;241m.\u001b[39mfiletype)\n\u001b[1;32m 40\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRestored SHA1:\u001b[39m\u001b[38;5;124m\"\u001b[39m, restored_blob\u001b[38;5;241m.\u001b[39msha1) \u001b[38;5;66;03m# Lädt Inhalt lazy für Hash\u001b[39;00m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# Beispiel 2: Blob mit URI (z. B. lokaler Dateipfad)\u001b[39;00m\n\u001b[1;32m 43\u001b[0m \u001b[38;5;66;03m# Angenommen, es gibt eine Datei '/tmp/example.png'\u001b[39;00m\n", + "\u001b[0;31mAttributeError\u001b[0m: 'Blob' object has no attribute 'filetype'" + ] + } + ], + "source": [ + "\n", + "import logging\n", + "import io\n", + "import base64\n", + "import hashlib\n", + "import os\n", + "from typing import Any, Dict, Optional, Literal\n", + "# Konfiguriere Logging für Debug-Ausgaben\n", + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Beispiel 1: Blob mit In-Memory-Bytes (z. B. für ein kleines PDF oder Bild)\n", + "example_bytes = b'%PDF-1.4\\n% Beispiel-PDF-Inhalt' # Platzhalter für echte Bytes, z. B. aus open('file.pdf', 'rb').read()\n", + "blob_bytes = Blob(\n", + " content_type='bytes',\n", + " value=example_bytes,\n", + " filetype='pdf',\n", + " name=\"MeinPDFBlob\",\n", + " description=\"Ein Blob mit PDF-Inhalt als Bytes.\"\n", + ")\n", + "\n", + "# Zugriff auf Metadaten (ohne Lazy-Loading des Inhalts)\n", + "print(\"Blob-Name:\", blob_bytes.name)\n", + "print(\"Filetype:\", blob_bytes.filetype)\n", + "print(\"Exists:\", blob_bytes.exists()) # True, da In-Memory\n", + "\n", + "# Lazy-Loading: Inhalt erst jetzt laden (hier schon in base64 gespeichert)\n", + "content = blob_bytes.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content[:20]) # Zeigt die ersten 20 Bytes\n", + "\n", + "# Hash-Berechnung (lädt Inhalt lazy)\n", + "print(\"SHA1:\", blob_bytes.sha1)\n", + "print(\"MD5:\", blob_bytes.md5)\n", + "\n", + "# Serialisieren zu Dict/JSON\n", + "serialized = blob_bytes.to_dict()\n", + "print(\"Serialisierte Daten:\", serialized)\n", + "\n", + "# Deserialisieren zurück\n", + "restored_blob = Blob.from_dict(serialized)\n", + "print(\"Restored Filetype:\", restored_blob.filetype)\n", + "print(\"Restored SHA1:\", restored_blob.sha1) # Lädt Inhalt lazy für Hash\n", + "\n", + "# Beispiel 2: Blob mit URI (z. B. lokaler Dateipfad)\n", + "# Angenommen, es gibt eine Datei '/tmp/example.png'\n", + "with open('/tmp/example.png', 'wb') as f:\n", + " f.write(b'\\x89PNG\\r\\n\\x1a\\n') # Platzhalter für PNG-Header\n", + "\n", + "blob_uri = Blob(\n", + " content_type='uri',\n", + " value='/tmp/example.png', # Oder 's3://mybucket/key.jpg' für S3\n", + " filetype='png',\n", + " name=\"MeinBildBlob\",\n", + " description=\"Ein Blob mit URI zu einem PNG-Bild.\"\n", + ")\n", + "\n", + "# Metadaten-Zugriff (kein Loading)\n", + "print(\"Blob-Name:\", blob_uri.name)\n", + "print(\"Filetype:\", blob_uri.filetype)\n", + "print(\"Exists:\", blob_uri.exists()) # Überprüft via fsspec, ohne Inhalt zu laden\n", + "\n", + "# Lazy-Loading: Inhalt laden\n", + "content_uri = blob_uri.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content_uri[:20])\n", + "\n", + "# Hash-Berechnung\n", + "print(\"SHA1:\", blob_uri.sha1)\n", + "print(\"MD5:\", blob_uri.md5)\n", + "\n", + "# Beispiel 3: Blob mit URI in Zip (fsspec unterstützt das)\n", + "# Angenommen, '/tmp/outer.zip' enthält 'inner.pdf'\n", + "blob_zip = Blob(\n", + " content_type='uri',\n", + " value='zip://inner.pdf::/tmp/outer.zip',\n", + " filetype='pdf',\n", + " name=\"MeinZipBlob\"\n", + ")\n", + "\n", + "if blob_zip.exists():\n", + " print(\"Zip-Inhalt exists und kann lazy geladen werden.\")\n", + "\n", + "# Aktualisieren des Inhalts\n", + "blob_bytes.set_content(content_type='uri', value='/tmp/newfile.txt', filetype='txt')\n", + "print(\"Updated Filetype:\", blob_bytes.filetype)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8c2aaecc-f772-40e7-a564-c0162f94598c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Blob-Name: MeinPDFBlob\n", + "Filetype: pdf\n", + "Exists: True\n", + "Inhalt als Bytes (Auszug): b'%PDF-1.4\\n% Beispiel-'\n", + "SHA1: 753cec2ad9f339dab45f98123a3992268f5c097b\n", + "MD5: 31f9355d968def31eb19882aa0bbe453\n", + "Serialisierte Daten: {'metadata': {'_sdata_class': {'name': '_sdata_class', 'value': 'Blob', 'unit': '-', 'dtype': 'str', 'description': 'sdata class', 'label': '', 'required': True}, '_sdata_name': {'name': '_sdata_name', 'value': 'MeinPDFBlob', 'unit': '-', 'dtype': 'str', 'description': 'name of the data object', 'label': '', 'required': True}, '_sdata_parent_sname': {'name': '_sdata_parent_sname', 'value': '', 'unit': '-', 'dtype': 'str', 'description': 'sname of the parent', 'label': '', 'required': False}, '_sdata_project_sname': {'name': '_sdata_project_sname', 'value': '', 'unit': '-', 'dtype': 'str', 'description': 'sname of the project', 'label': '', 'required': False}, '_sdata_sname': {'name': '_sdata_sname', 'value': 'Blob@meinpdfblob@acf5f9283cfa463eb32da53f7be19173', 'unit': '-', 'dtype': 'str', 'description': 'sname of the data object', 'label': '', 'required': True}, '_sdata_suuid': {'name': '_sdata_suuid', 'value': 'YWNmNWY5MjgzY2ZhNDYzZWIzMmRhNTNmN2JlMTkxNzNCbG9iQG1laW5wZGZibG9i', 'unit': '-', 'dtype': 'str', 'description': 'Super Universally Unique Identifier', 'label': '', 'required': True}, '_sdata_version': {'name': '_sdata_version', 'value': '0.26.0', 'unit': '-', 'dtype': 'str', 'description': 'sdata package version', 'label': '', 'required': True}}, 'data': {'content': {'type': 'bytes', 'filetype': 'pdf', 'value': 'JVBERi0xLjQKJSBCZWlzcGllbC1QREYtSW5oYWx0'}}, 'description': 'Ein Blob mit PDF-Inhalt als Bytes.'}\n" + ] + }, + { + "ename": "AttributeError", + "evalue": "'Blob' object has no attribute 'filetype'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[16], line 33\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[38;5;66;03m# Deserialisieren zurück (jetzt fehlerfrei)\u001b[39;00m\n\u001b[1;32m 32\u001b[0m restored_blob \u001b[38;5;241m=\u001b[39m Blob\u001b[38;5;241m.\u001b[39mfrom_dict(serialized)\n\u001b[0;32m---> 33\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRestored Filetype:\u001b[39m\u001b[38;5;124m\"\u001b[39m, restored_blob\u001b[38;5;241m.\u001b[39mfiletype)\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRestored SHA1:\u001b[39m\u001b[38;5;124m\"\u001b[39m, restored_blob\u001b[38;5;241m.\u001b[39msha1)\n", + "\u001b[0;31mAttributeError\u001b[0m: 'Blob' object has no attribute 'filetype'" + ] + } + ], + "source": [ + "# Konfiguriere Logging für Debug-Ausgaben\n", + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Beispiel 1: Blob mit In-Memory-Bytes (z. B. für ein kleines PDF oder Bild)\n", + "example_bytes = b'%PDF-1.4\\n% Beispiel-PDF-Inhalt' # Platzhalter für echte Bytes, z. B. aus open('file.pdf', 'rb').read()\n", + "blob_bytes = Blob(\n", + " content_type='bytes',\n", + " value=example_bytes,\n", + " filetype='pdf',\n", + " name=\"MeinPDFBlob\",\n", + " description=\"Ein Blob mit PDF-Inhalt als Bytes.\"\n", + ")\n", + "\n", + "# Zugriff auf Metadaten (ohne Lazy-Loading des Inhalts)\n", + "print(\"Blob-Name:\", blob_bytes.metadata.attributes['_sdata_name'].value)\n", + "print(\"Filetype:\", blob_bytes.filetype)\n", + "print(\"Exists:\", blob_bytes.exists()) # True, da In-Memory\n", + "\n", + "# Lazy-Loading: Inhalt erst jetzt laden (hier schon in base64 gespeichert)\n", + "content = blob_bytes.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content[:20]) # Zeigt die ersten 20 Bytes\n", + "\n", + "# Hash-Berechnung (lädt Inhalt lazy)\n", + "print(\"SHA1:\", blob_bytes.sha1)\n", + "print(\"MD5:\", blob_bytes.md5)\n", + "\n", + "# Serialisieren zu Dict/JSON\n", + "serialized = blob_bytes.to_dict()\n", + "print(\"Serialisierte Daten:\", serialized)\n", + "\n", + "# Deserialisieren zurück (jetzt fehlerfrei)\n", + "restored_blob = Blob.from_dict(serialized)\n", + "print(\"Restored Filetype:\", restored_blob.filetype)\n", + "print(\"Restored SHA1:\", restored_blob.sha1) # Lädt Inhalt lazy für Hash" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "d3b2f554-cb16-4627-9e41-1b0e875c57f6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0m\u001b[01;35m/tmp/example.png\u001b[0m\n" + ] + } + ], + "source": [ + "ls /tmp/example.png" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a360e15a-2aa6-4ca2-b417-b2543239d941", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Blob-Name: MeinBildBlob\n", + "Filetype: png\n", + "Exists: True\n", + "Inhalt als Bytes (Auszug): b'\\x89PNG\\r\\n\\x1a\\n'\n", + "SHA1: 4caece539b039b16e16206ea2478f8c5ffb2ca05\n", + "MD5: e9dd2797018cad79186e03e8c5aec8dc\n", + "Updated Filetype: png\n" + ] + } + ], + "source": [ + "# Beispiel 2: Blob mit URI (z. B. lokaler Dateipfad)\n", + "# Erzeuge eine Testdatei\n", + "test_file_path = '/tmp/example.png'\n", + "with open(test_file_path, 'wb') as f:\n", + " f.write(b'\\x89PNG\\r\\n\\x1a\\n') # Platzhalter für PNG-Header\n", + "\n", + "blob_uri = Blob(\n", + " content_type='uri',\n", + " value=test_file_path, # Oder 's3://mybucket/key.jpg' für S3 (benötigt Credentials)\n", + " filetype='png',\n", + " name=\"MeinBildBlob\",\n", + " description=\"Ein Blob mit URI zu einem PNG-Bild.\"\n", + ")\n", + "\n", + "# Metadaten-Zugriff (kein Loading)\n", + "print(\"Blob-Name:\", blob_uri.metadata.attributes['_sdata_name'].value)\n", + "print(\"Filetype:\", blob_uri.filetype)\n", + "print(\"Exists:\", blob_uri.exists()) # Überprüft via fsspec, ohne Inhalt zu laden (True, wenn Datei existiert)\n", + "\n", + "# Lazy-Loading: Inhalt laden\n", + "content_uri = blob_uri.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content_uri[:20])\n", + "\n", + "# Hash-Berechnung\n", + "print(\"SHA1:\", blob_uri.sha1)\n", + "print(\"MD5:\", blob_uri.md5)\n", + "\n", + "# Aktualisieren des Inhalts\n", + "blob_bytes.set_content(content_type='uri', value=test_file_path, filetype='png')\n", + "print(\"Updated Filetype:\", blob_bytes.filetype)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "8cf4199c-f5ce-4fca-9bdd-135924fcf044", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.path.exists(test_file_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e40503dc-cc15-42a4-a15e-1de9422cc43d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b=Blob()\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "faa923e5-19d8-44ad-b62c-a28c8adf93ef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.data" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "de286866-3dee-40ba-8fff-e169e1651466", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No value set in content.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[14], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m b\u001b[38;5;241m.\u001b[39mcontent_bytes\n", + "File \u001b[0;32m~/projects/sdata/sdata/blob.py:119\u001b[0m, in \u001b[0;36mBlob.content_bytes\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 117\u001b[0m val \u001b[38;5;241m=\u001b[39m content\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mvalue\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m val \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 119\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo value set in content.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 121\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ctype \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbytes\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 122\u001b[0m loaded_bytes \u001b[38;5;241m=\u001b[39m base64\u001b[38;5;241m.\u001b[39mb64decode(val)\n", + "\u001b[0;31mValueError\u001b[0m: No value set in content." + ] + } + ], + "source": [ + "b.content_bytes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9fd4ee93-4c7a-499f-95dc-2edd91617886", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/data_rsa-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/data_rsa-checkpoint.ipynb new file mode 100644 index 0000000..428a171 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/data_rsa-checkpoint.ipynb @@ -0,0 +1,586 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "ab70c19f-f86f-4570-87e7-515073ec587c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "04:28:02 DEBUG:Loaded backend inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import sdata.iolib.rsa" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e42f0fa2-85d5-4ad2-8c71-b24b0cc9ff29", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyData|test0815|802447056ebf520a80cf5c27f5c76520)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_unique_name = \"test0815\"\n", + "suuid = sdata.SUUID.from_name(class_name=\"MyData\", name=my_unique_name, ns_name=\"projectxyz\")\n", + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f5a80833-effd-47d1-a3c4-dad673ac0b3a", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame({\"a\":[1,2,3], \"b\":[1.2, 3, 2]})" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "328823e2-b4c8-48f8-bd9f-cd59f9014112", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'test0815':bfd77659ec6a4d07b51f0a275661f209)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=my_unique_name,\n", + " suuid=suuid.idstr,\n", + " table=df)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "87a3bbf6-ffa8-4412-afdd-58ccf97ef31d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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KEY-----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\\npzCHYxLDDqoQ/exDkAACu6KxmVYoj4Wj59PHgIo=\\n-----END RSA PRIVATE KEY-----'\n", + "private_key = sdata.iolib.rsa.import_private_from_pem(private_key_pem)\n", + "private_key" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "16aeff29-657e-4909-8eec-7cf40686b278", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'n': 7518480163928421505254593387009073600225143274573242603510814478978569476057223976125235495445934693630292754011377365655636465856227659089167946980711815136123306341187158488536025727223661884771878038612805568082205423608699741983802614928464500572387646142821341107662475918223694004700687329123078794801,\n", + " 'e': 65537}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "public_key = sdata.iolib.rsa.get_public_key(private_key)\n", + "public_key" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "153cca70-fce1-400b-974a-4d6717557d35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"metadata\": {\"!sdata_class\": {\"name\": \"!sdata_class\", \"value\": \"Data\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata class\", \"label\": \"\", \"required\": false}, \"!sdata_ctime\": {\"name\": \"!sdata_ctime\", \"value\": \"2025-07-15T16:28:04.705051+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"creation date\", \"label\": \"\", \"required\": false}, \"!sdata_mtime\": {\"name\": \"!sdata_mtime\", \"value\": \"2025-07-15T16:28:04.705127+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"modification date\", \"label\": \"\", \"required\": false}, \"!sdata_name\": {\"name\": \"!sdata_name\", \"value\": \"test0815\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_parent\": {\"name\": \"!sdata_parent\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"uuid of the parent sdata object\", \"label\": \"\", \"required\": false}, \"!sdata_project\": {\"name\": \"!sdata_project\", \"value\": \"N.N.\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"project name\", \"label\": \"\", \"required\": false}, \"!sdata_sname\": {\"name\": \"!sdata_sname\", \"value\": \"MyData|test0815|802447056ebf520a80cf5c27f5c76520\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_suuid\": {\"name\": \"!sdata_suuid\", \"value\": \"ODAyNDQ3MDU2ZWJmNTIwYTgwY2Y1YzI3ZjVjNzY1MjBNeURhdGF8dGVzdDA4MTU=\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Super Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_url\": {\"name\": \"!sdata_url\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"url of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_uuid\": {\"name\": \"!sdata_uuid\", \"value\": \"bfd77659ec6a4d07b51f0a275661f209\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_version\": {\"name\": \"!sdata_version\", \"value\": \"0.25.6\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": false}}, \"table\": {\"a\": {\"0\": 1, \"1\": 2, \"2\": 3}, \"b\": {\"0\": 1.2, \"1\": 3.0, \"2\": 2.0}}, \"description\": \"\"}'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "message = data.to_json()\n", + "message" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a72dde50-4726-4337-9f18-1be07adcfe71", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4181957408731890829019971613966573584293947491086683276682168273286507188480419802598052237359443930337864003065209061157652113463873570791961037530166742818460167563605579401704994967400862879887343409115156293854062280373771023257072489258011125241929482982626562334933671989276549880354256010013938017805" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "signature = sdata.iolib.rsa.sign(message, private_key)\n", + "signature" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "df2150a0-5202-4acb-9649-32e808187bfb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.rsa.verify(message, signature, public_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "af58db82-7b71-46a3-a0ee-56d1e10095b1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[4438257112523537178852206314074442784389983928666070900428398035588748916608646167715919137678148410156333113361541815194217403862210498524969516135708755414856245664073076150482695788685412328844971067452242977081397752780923436325524899926562902874213732747084527694041046688206409726016195525990462344061,\n", + " 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\"description\": \"creation date\", \"label\": \"\", \"required\": false}, \"!sdata_mtime\": {\"name\": \"!sdata_mtime\", \"value\": \"2025-07-15T16:28:04.705127+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"modification date\", \"label\": \"\", \"required\": false}, \"!sdata_name\": {\"name\": \"!sdata_name\", \"value\": \"test0815\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_parent\": {\"name\": \"!sdata_parent\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"uuid of the parent sdata object\", \"label\": \"\", \"required\": false}, \"!sdata_project\": {\"name\": \"!sdata_project\", \"value\": \"N.N.\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"project name\", \"label\": \"\", \"required\": false}, \"!sdata_sname\": {\"name\": \"!sdata_sname\", \"value\": \"MyData|test0815|802447056ebf520a80cf5c27f5c76520\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_suuid\": {\"name\": \"!sdata_suuid\", \"value\": \"ODAyNDQ3MDU2ZWJmNTIwYTgwY2Y1YzI3ZjVjNzY1MjBNeURhdGF8dGVzdDA4MTU=\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Super Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_url\": {\"name\": \"!sdata_url\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"url of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_uuid\": {\"name\": \"!sdata_uuid\", \"value\": \"bfd77659ec6a4d07b51f0a275661f209\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_version\": {\"name\": \"!sdata_version\", \"value\": \"0.25.6\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": false}}, \"table\": {\"a\": {\"0\": 1, \"1\": 2, \"2\": 3}, \"b\": {\"0\": 1.2, \"1\": 3.0, \"2\": 2.0}}, \"description\": \"\"}'" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "message.encode()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "06cfc86c-0bd5-4a52-bca6-71626d7d5a9f", + "metadata": {}, + "outputs": [], + "source": [ + "def encrypt_long(message, public_key, chunk_size=(public_key['n'].bit_length() // 8) - 1):\n", + " chunks = [message[i:i+chunk_size] for i in range(0, len(message), chunk_size)]\n", + " return [sdata.iolib.rsa.encrypt(chunk, public_key) for chunk in chunks]\n", + "\n", + "def decrypt_long(cipher_chunks, private_key):\n", + " return b''.join(sdata.iolib.rsa.decrypt(c, private_key) for c in cipher_chunks)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "4373b9e4-6117-4ff4-b526-0bb34d97da9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + 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parquet-cpp-arrow version 17.0.0\\x19,\\x1c\\x00\\x00\\x1c\\x00\\x00\\x00\\xc9\\x19\\x00\\x00PAR1'" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_parquet()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c870f128-6846-4f1e-a512-b1031094a9f3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/dataframe-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/dataframe-checkpoint.ipynb new file mode 100644 index 0000000..a22b762 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/dataframe-checkpoint.ipynb @@ -0,0 +1,454 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b53b1226-9908-4f02-9423-bad4d9c19de7", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.sclass.dataframe import DataFrame\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "97638ced-1a12-4bed-8cb8-42d6cc4ded6b", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame({\n", + " 'A': [1, 2, 3],\n", + " 'B': ['apple', 'banana', 'cherry']\n", + "})\n", + "df.to_parquet('/tmp/df1.pq', index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f21b727d-d42d-409f-a48b-36f55386e28d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Erstelle einen Pandas DataFrame\n", + "import pandas as pd\n", + "\n", + "df = pd.DataFrame({\n", + " 'weight': [10, 20, 30],\n", + " 'height': [1.5, 1.6, 1.7]\n", + "})\n", + "\n", + "# Erstelle eine SDataFrame-Instanz mit Metadaten\n", + "column_meta = {\n", + " 'weight': {'label': 'Gewicht', 'unit': 'kg'},\n", + " 'height': {'label': 'Höhe', 'unit': 'm'}\n", + "}\n", + "sdf = DataFrame(df=df, column_metadata=column_meta, name=\"MeinDataFrame\", description=\"Beispieldaten\")\n", + "sdf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7168d2fa-cf0d-40ad-8ed1-c72f57b2797e", + "metadata": {}, + "outputs": [], + "source": [ + "df.to_parquet(\"/tmp/df.pq\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7622d35c-4283-4f72-9324-078779366e99", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'weight': {'label': 'Gewicht', 'unit': 'kg'},\n", + " 'height': {'label': 'Höhe', 'unit': 'm'}}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf.column_metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9bfedff1-0c33-4f63-9a4b-c0ddf8708b88", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'DataFrame@meindataframe@8f5ad3de0dd64b7483822de013e4ec69',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'OGY1YWQzZGUwZGQ2NGI3NDgzODIyZGUwMTNlNGVjNjlEYXRhRnJhbWVAbWVpbmRhdGFmcmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes',\n", + " 'filetype': 'parquet',\n", + " 'value': 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} + ], + "source": [ + "d2 = DataFrame.from_dict(sdf.to_dict())\n", + "d2.df" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "47680425-0aed-45cd-a2d9-fc35e077d12a", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'DataFrame' object has no attribute 'df'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m serialized \u001b[38;5;241m=\u001b[39m sdf\u001b[38;5;241m.\u001b[39mto_dict()\n\u001b[1;32m 2\u001b[0m restored_sdf \u001b[38;5;241m=\u001b[39m DataFrame\u001b[38;5;241m.\u001b[39mfrom_dict(serialized)\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(restored_sdf\u001b[38;5;241m.\u001b[39mdf)\n", + "\u001b[0;31mAttributeError\u001b[0m: 'DataFrame' object has no attribute 'df'" + ] + } + ], + "source": [ + "serialized = sdf.to_dict()\n", + "restored_sdf = DataFrame.from_dict(serialized)\n", + "print(restored_sdf.df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5e0064c-d686-44d4-b263-7d03d9e341de", + "metadata": {}, + "outputs": [], + "source": [ + "type(restored_sdf)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21791d4f-6cdd-4acd-b1d0-0eefeee09177", + "metadata": {}, + "outputs": [], + "source": [ + "DataFrame().df" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "87503fda-351d-443a-88da-5ad99dc72de4", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No value set in content.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[13], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m sdata_factory(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mA\u001b[39m\u001b[38;5;124m\"\u001b[39m, DataFrame)\u001b[38;5;241m.\u001b[39mdf\n", + "File \u001b[0;32m~/projects/sdata/sdata/dataframe.py:64\u001b[0m, in \u001b[0;36mDataFrame.df\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdf_cached\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdata:\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdata[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdf_cached\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m---> 64\u001b[0m content_bytes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcontent_bytes \u001b[38;5;66;03m# Lazy load from Blob\u001b[39;00m\n\u001b[1;32m 65\u001b[0m bytes_io \u001b[38;5;241m=\u001b[39m io\u001b[38;5;241m.\u001b[39mBytesIO(content_bytes)\n\u001b[1;32m 66\u001b[0m loaded_df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_parquet(bytes_io, engine\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpyarrow\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[0;32m~/projects/sdata/sdata/blob.py:119\u001b[0m, in \u001b[0;36mBlob.content_bytes\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 117\u001b[0m val \u001b[38;5;241m=\u001b[39m content\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mvalue\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m val \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 119\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo value set in content.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 121\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ctype \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbytes\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 122\u001b[0m loaded_bytes \u001b[38;5;241m=\u001b[39m base64\u001b[38;5;241m.\u001b[39mb64decode(val)\n", + "\u001b[0;31mValueError\u001b[0m: No value set in content." + ] + } + ], + "source": [ + "sdata_factory(\"A\", DataFrame).df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c43eb90-92f5-47ec-bb14-9b7301eb94a2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/datagraph-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/datagraph-checkpoint.ipynb new file mode 100644 index 0000000..96a7e51 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/datagraph-checkpoint.ipynb @@ -0,0 +1,139 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "4a416949-9481-4c2e-967f-b015b6b05cb1", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "Edge.__init__() takes 1 positional argument but 4 were given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 82\u001b[0m\n\u001b[1;32m 79\u001b[0m DataGraph\u001b[38;5;241m.\u001b[39madd(part)\n\u001b[1;32m 80\u001b[0m DataGraph\u001b[38;5;241m.\u001b[39madd(geom)\n\u001b[0;32m---> 82\u001b[0m DataGraph\u001b[38;5;241m.\u001b[39mlink(part, geom, role\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_geometry\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 84\u001b[0m \u001b[38;5;28mprint\u001b[39m(DataGraph\u001b[38;5;241m.\u001b[39mchildren(part))\n", + "Cell \u001b[0;32mIn[2], line 61\u001b[0m, in \u001b[0;36mDataGraph.link\u001b[0;34m(cls, src, dst, role)\u001b[0m\n\u001b[1;32m 59\u001b[0m \u001b[38;5;129m@classmethod\u001b[39m\n\u001b[1;32m 60\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mlink\u001b[39m(\u001b[38;5;28mcls\u001b[39m, src: HasUID, dst: HasUID, role: \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m---> 61\u001b[0m \u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39m_edges\u001b[38;5;241m.\u001b[39mappend(Edge(src\u001b[38;5;241m.\u001b[39muid, dst\u001b[38;5;241m.\u001b[39muid, role))\n", + "\u001b[0;31mTypeError\u001b[0m: Edge.__init__() takes 1 positional argument but 4 were given" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field, asdict\n", + "from pathlib import Path\n", + "from typing import Dict, List, Protocol, ClassVar, Type\n", + "from uuid import UUID, uuid4\n", + "\n", + "# ---------- Basistypen ---------- #\n", + "\n", + "class HasUID(Protocol):\n", + " uid: UUID # sorgt für ein gemeinsames Attribut aller Knoten\n", + " name: str\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class BaseNode:\n", + " name: str\n", + " uid: UUID = field(default_factory=uuid4)\n", + "\n", + " # generische Serialisierung\n", + " def asdict(self) -> Dict:\n", + " return asdict(self)\n", + "\n", + "# ---------- konkrete Domänenobjekte ---------- #\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Requirements(BaseNode):\n", + " spec_file: Path | None = None\n", + "\n", + "@dataclass(slots=True, frozen=True)\n", + "class Part(BaseNode):\n", + " material: str = \"UNDEF\"\n", + " geometry: Path | None = None\n", + " model: str | None = None\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Geometry(BaseNode):\n", + " file: Path\n", + " kind: str = \"step\"\n", + "\n", + "# ---------- Beziehung ---------- #\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Edge:\n", + " src: UUID\n", + " dst: UUID\n", + " role: str\n", + "\n", + "# ---------- Graph-Container ---------- #\n", + "\n", + "class DataGraph:\n", + " _registry: ClassVar[Dict[UUID, BaseNode]] = {}\n", + " _edges: ClassVar[List[Edge]] = []\n", + "\n", + " # generisch – funktioniert für **alle** Node-Subklassen\n", + " @classmethod\n", + " def add(cls, node: BaseNode) -> UUID:\n", + " cls._registry[node.uid] = node\n", + " return node.uid\n", + "\n", + " @classmethod\n", + " def link(cls, src: HasUID, dst: HasUID, role: str) -> None:\n", + " cls._edges.append(Edge(src=src.uid, dst=dst.uid, role=role))\n", + "\n", + " # Beispiel-Query\n", + " @classmethod\n", + " def children(cls, parent: HasUID, role: str | None = None) -> List[BaseNode]:\n", + " uids = [\n", + " e.dst for e in cls._edges\n", + " if e.src == parent.uid and (role is None or e.role == role)\n", + " ]\n", + " return [cls._registry[uid] for uid in uids]\n", + "\n", + "# ---------- Demo ---------- #\n", + "\n", + "req = Requirements(name=\"Lastenheft\")\n", + "part = Part(name=\"Part 123\", material=\"PP-GF30-PCR50\")\n", + "geom = Geometry(name=\"Geom 0123\", file=Path(\"geometry.step\"))\n", + "\n", + "DataGraph.add(req)\n", + "DataGraph.add(part)\n", + "DataGraph.add(geom)\n", + "\n", + "DataGraph.link(part, geom, role=\"has_geometry\")\n", + "\n", + "print(DataGraph.children(part)) # -> [Geometry(...)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c5e1d81-b2a1-4c39-8ea5-ff37136b16da", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/doe-Copy1-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/doe-Copy1-checkpoint.ipynb new file mode 100644 index 0000000..bef0176 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/doe-Copy1-checkpoint.ipynb @@ -0,0 +1,1277 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata DoE" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.19.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sdata\n", + "import sdata.doe\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "params_ranges = {\"a\":[1,2],\n", + "\"b\":[10,20],\n", + "\"c\":[-1,1],\n", + "\"d\":[1,10]}" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0 , 20.0]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe = sdata.doe.DOE(params_ranges)\n", + "b = doe._ranges[\"b\"]\n", + "b" + ] + }, + { + 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abcd
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11.5015.00.05.50
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_doe = doe.gen_sobol(n=30)\n", + "df_doe.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "NoneType" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame()\n", + "type(df.index.name)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'test':2a6c5b416cd04bd6888c394b90fdefc8)\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabelrequired
key
aa[1.0 , 2.0]str?parameter range a$a$False
bb[10.0 , 20.0]str?parameter range b$b$False
cc[-1.0 , 1.0]str?parameter range c$c$False
dd[1.0 , 10.0]str?parameter range d$d$False
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" + ], + "text/plain": [ + " name value dtype unit description label required\n", + "key \n", + "a a [1.0 , 2.0] str ? parameter range a $a$ False\n", + "b b [10.0 , 20.0] str ? parameter range b $b$ False\n", + "c c [-1.0 , 1.0] str ? parameter range c $c$ False\n", + "d d [1.0 , 10.0] str ? parameter range d $d$ False" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = doe.to_data(name=\"test\", df_doe=df_doe)\n", + "print(data)\n", + "data.metadata.udf" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabelrequired
key
aa[1.0 , 2.0]str?parameter range a$a$False
bb[10.0 , 20.0]str?parameter range b$b$False
cc[-1.0 , 1.0]str?parameter range c$c$False
dd[1.0 , 10.0]str?parameter range d$d$False
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" + ], + "text/plain": [ + " name value dtype unit description label required\n", + "key \n", + "a a [1.0 , 2.0] str ? parameter range a $a$ False\n", + "b b [10.0 , 20.0] str ? parameter range b $b$ False\n", + "c c [-1.0 , 1.0] str ? parameter range c $c$ False\n", + "d d [1.0 , 10.0] str ? parameter range d $d$ False" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"doe\", uuid=None, table=df_doe, description=\"my DoE\")\n", + "for parameter_name, r in doe.ranges.items():\n", + " data.metadata.add(parameter_name, r, unit=\"?\", description=f\"parameter range {parameter_name}\", \n", + " label=rf\"${parameter_name}$\")\n", + "data.metadata.udf" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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abcd
doe_id
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21.75012.500.503.250
31.25017.50-0.507.750
41.37513.750.252.125
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abcd
doe_id
11.50015.000.005.500
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.500 15.00 0.00 5.500\n", + "2 1.750 12.50 0.50 3.250\n", + "3 1.250 17.50 -0.50 7.750\n", + "4 1.375 13.75 0.25 2.125\n", + "5 1.875 18.75 -0.75 6.625" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['dummy1', 'dummy2', 'dummy3', 'dummy4', 'sheet_thickness', 'slant_depth', 'angle_slant', 'r_die', 'r_punch', 'x_napf', 'y_napf', 'dwb_force', 'blkh_force', 'e', 'r', 'sigy', 'tenst'])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params_ranges = {\"dummy1\":[0,1],\n", + "\"dummy2\":[0,1],\n", + "\"dummy3\":[0,1],\n", + "\"dummy4\":[0,1],\n", + "\"sheet_thickness\": [0.8, 1.8],\n", + " \"slant_depth\": [10., 50.],\n", + " \"angle_slant\": [2., 8.],\n", + " \"r_die\": [3., 6.],\n", + " \"r_punch\": [4., 8.],\n", + " \"x_napf\": [150, 250],\n", + " \"y_napf\": [100, 150],\n", + "\n", + " \"dwb_force\": [100, 800],\n", + " \"blkh_force\": [10000, 100000],\n", + "\n", + " \"e\": [200000, 210000],\n", + " \"r\": [0.8, 1.5],\n", + " \"sigy\": [230, 400],\n", + " \"tenst\": [500, 1000]\n", + " }\n", + "params_ranges.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[230.0 , 400.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe = sdata.doe.DOE(params_ranges)\n", + "sigy = doe._ranges[\"sigy\"]\n", + "sigy" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dummy1dummy2dummy3dummy4sheet_thicknessslant_depthangle_slantr_dier_punchx_napfy_napfdwb_forceblkh_forceersigytenst
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dummy1dummy2dummy3dummy4sheet_thicknessslant_depthangle_slantr_dier_punchx_napfy_napfdwb_forceblkh_forceersigytenst
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" + ], + "text/plain": [ + " dummy1 dummy2 dummy3 dummy4 sheet_thickness slant_depth \\\n", + "doe_id \n", + "1 0.50 0.50 0.50 0.50 1.30 30.0 \n", + "2 0.75 0.25 0.75 0.25 1.55 20.0 \n", + "3 0.25 0.75 0.25 0.75 1.05 40.0 \n", + "\n", + " angle_slant r_die r_punch x_napf y_napf dwb_force blkh_force \\\n", + "doe_id \n", + "1 5.0 4.50 6.0 200.0 125.0 450.0 55000.0 \n", + "2 6.5 3.75 5.0 225.0 112.5 625.0 32500.0 \n", + "3 3.5 5.25 7.0 175.0 137.5 275.0 77500.0 \n", + "\n", + " e r sigy tenst \n", + "doe_id \n", + "1 205000.0 1.150 315.0 750.0 \n", + "2 207500.0 0.975 357.5 875.0 \n", + "3 202500.0 1.325 272.5 625.0 " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe.gen_sobol(n=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from itertools import combinations\n", + "import matplotlib.pyplot as plt\n", + "def plot_doe(df, figsize=(20,20)):\n", + " dim_num = len(df.columns)\n", + " fig, axs = plt.subplots(dim_num-1, dim_num-1, figsize=figsize)\n", + " for i, j in list(combinations(range(dim_num), 2)):\n", + " xi = df.columns[i]\n", + " xj = df.columns[j]\n", + " axs[i][j-1].scatter(df.iloc[:,i], df.iloc[:,j], alpha=.5, s=5)\n", + " axs[i][j-1].set_xlabel(xi)\n", + " axs[i][j-1].set_ylabel(xj)\n", + " fig.tight_layout()\n", + " return fig\n", + "plot_doe(doe.gen_sobol(n=3))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/doe-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/doe-checkpoint.ipynb new file mode 100644 index 0000000..4c050ec --- /dev/null +++ b/ipynb/.ipynb_checkpoints/doe-checkpoint.ipynb @@ -0,0 +1,767 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata DoE" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.19.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sdata\n", + "import sdata.doe\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Define ranges" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "params_ranges = {\"a\":[1,2],\n", + "\"b\":[10,20],\n", + "\"c\":[-1,1],\n", + "\"d\":[1,10]}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create DoE instance" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0 , 20.0]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe = sdata.doe.DOE(params_ranges)\n", + "b = doe.ranges[\"b\"]\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('a', [1.0 , 2.0]),\n", + " ('b', [10.0 , 20.0]),\n", + " ('c', [-1.0 , 1.0]),\n", + " ('d', [1.0 , 10.0])])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe.ranges" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " generate DoE samples [0 .. 1] " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25\n", + "3 1.25 17.5 -0.5 7.75" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe.gen_sobol(n=3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "plot doe samples" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " name value dtype unit description label required\n", + "key \n", + "a a [1.0 , 2.0] str ? parameter range a $a$ False\n", + "b b [10.0 , 20.0] str ? parameter range b $b$ False\n", + "c c [-1.0 , 1.0] str ? parameter range c $c$ False\n", + "d d [1.0 , 10.0] str ? parameter range d $d$ False" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_doe = doe.gen_sobol(n=3)\n", + "data = doe.to_data(name=\"test\", df_doe=df_doe)\n", + "print(data)\n", + "data.metadata.udf" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25\n", + "3 1.25 17.5 -0.5 7.75" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "export to csv" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "data.to_csv(\"/tmp/doe.csv\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "import from csv" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25\n", + "3 1.25 17.5 -0.5 7.75" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_doe = sdata.Data.from_csv(filepath=\"/tmp/doe.csv\")\n", + "my_doe.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "export as xlsx" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "data.to_xlsx(filepath=\"/tmp/doe.xlsx\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "import xlsx" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25\n", + "3 1.25 17.5 -0.5 7.75" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_doex = sdata.Data.from_xlsx(filepath=\"/tmp/doe.xlsx\")\n", + "my_doex.df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/filegroup-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/filegroup-checkpoint.ipynb new file mode 100644 index 0000000..3fd858d --- /dev/null +++ b/ipynb/.ipynb_checkpoints/filegroup-checkpoint.ipynb @@ -0,0 +1,238 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "9e9df875-082c-4c34-9c92-530489aed5ba", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.filegroup import FileGroup\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f45dcdc1-24ce-4ed9-9778-5eea7a6d4969", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Verfügbare Dateien: ['doc1', 'doc2']\n" + ] + } + ], + "source": [ + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Erstelle eine FileGroup-Instanz (z.B. für ein Projekt \"Dokumentensammlung\")\n", + "group = FileGroup(name=\"Dokumentensammlung\", description=\"Eine Sammlung von PDF- und Text-Dateien.\")\n", + "\n", + "# Füge Dateien hinzu (hier mit Beispieldaten; 'reference' könnte z.B. Bytes oder ein File-Objekt sein)\n", + "group.add_file(\n", + " key=\"doc1\",\n", + " name=\"Bericht.pdf\",\n", + " url=\"/pfad/zum/bericht.pdf\", # Relativ- oder Absolutpfad\n", + " filetype=\"pdf\",\n", + " reference=b\"Beispiel-Inhalt als Bytes\" # Hier Bytes als Platzhalter; könnte auch ein File-Handle sein\n", + ")\n", + "\n", + "group.add_file(\n", + " key=\"doc2\",\n", + " name=\"Notizen.txt\",\n", + " url=\"C:\\\\Dokumente\\\\notizen.txt\", # Absolutpfad-Beispiel\n", + " filetype=\"txt\",\n", + " reference=\"Text-Inhalt als String\" # String als Referenz\n", + ")\n", + "\n", + "# Versuche, eine Datei zu überschreiben (mit overwrite=True)\n", + "group.add_file(\n", + " key=\"doc1\",\n", + " name=\"Aktualisierter_Bericht.pdf\",\n", + " url=\"/neuer/pfad/zum/bericht.pdf\",\n", + " filetype=\"pdf\",\n", + " reference=b\"Neuer Inhalt\",\n", + " overwrite=True\n", + ")\n", + "\n", + "# Liste alle Datei-Keys auf\n", + "print(\"Verfügbare Dateien:\", group.list_files()) # Ausgabe: ['doc1', 'doc2']\n", + "\n", + "# Hole Metadaten einer spezifischen Datei\n", + "file_info = group.get_file(\"doc1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "dbb34de4-1a00-4fdc-9af2-eb4a8a10196f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'FileGroup',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'Dokumentensammlung',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'FileGroup@dokumentensammlung@e6ad583b530c40999ab0fbd78c75e5c2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZTZhZDU4M2I1MzBjNDA5OTlhYjBmYmQ3OGM3NWU1YzJGaWxlR3JvdXBAZG9rdW1lbnRlbnNhbW1sdW5n',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'files': {'doc1': {'name': 'Aktualisierter_Bericht.pdf',\n", + " 'url': '/neuer/pfad/zum/bericht.pdf',\n", + " 'filetype': 'pdf',\n", + " 'reference': b'Neuer Inhalt'},\n", + " 'doc2': {'name': 'Notizen.txt',\n", + " 'url': 'C:\\\\Dokumente\\\\notizen.txt',\n", + " 'filetype': 'txt',\n", + " 'reference': 'Text-Inhalt als String'}}},\n", + " 'description': 'Eine Sammlung von PDF- und Text-Dateien.'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c428db6a-a549-47e7-873b-97cb1b03f055", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['doc1', 'doc2']" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.list_files()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "cb406151-1556-4ca8-8178-e3f819fcf951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'Aktualisierter_Bericht.pdf',\n", + " 'url': '/neuer/pfad/zum/bericht.pdf',\n", + " 'filetype': 'pdf',\n", + " 'reference': b'Neuer Inhalt'}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.get_file(\"doc1\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38e7b903-70c0-4668-a9f4-6dd052cb8f49", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/graph-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/graph-checkpoint.ipynb new file mode 100644 index 0000000..dd508dd --- /dev/null +++ b/ipynb/.ipynb_checkpoints/graph-checkpoint.ipynb @@ -0,0 +1,954 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:49:40 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import uuid\n", + "import time\n", + "import copy\n", + "import sdata\n", + "#lets find databe.py\n", + "modulepath = os.path.dirname(os.getcwd())\n", + "sys.path.insert(0, os.path.abspath(os.path.join(modulepath)))\n", + "\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## graph examples\n", + "http://www.graphviz.org/doc/info/attrs.html" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))\n", + "def draw_graph(g):\n", + " return Image(g.draw(format='png', prog='dot'))\n", + "def draw_graph_svg(g):\n", + " return Image(g.draw(format='svg', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "A=pgv.AGraph(d)\n", + "g=A.string()\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\tgraph [bb=\"0,0,150,92\",\n", + "\t\tranksep=0.1\n", + "\t];\n", + "\tnode [label=\"\\N\"];\n", + "\t1\t [color=red,\n", + "\t\theight=0.5,\n", + "\t\tpos=\"123,74\",\n", + "\t\tshape=rect,\n", + "\t\twidth=0.75];\n", + "\tb\t [height=0.5,\n", + "\t\tpos=\"27,28.639\",\n", + "\t\twidth=0.75];\n", + "\tc\t [height=0.5,\n", + "\t\tpos=\"98.21,18\",\n", + "\t\twidth=0.75];\n", + "\tb -- c\t [color=blue,\n", + "\t\tpos=\"53.516,24.677 59.368,23.803 65.572,22.876 71.434,22\"];\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "G=pgv.AGraph(ranksep='0.1')\n", + "G.add_node(1, color='red', shape=\"rect\")\n", + "G.add_edge('b','c',color='blue')\n", + "G.layout() # default to neato\n", + "print(G.string())\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "G.layout(prog='circo') # use dot\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': {\"label\":\"x\", \"shape\":\"rect\"}, \"3\":None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "A=pgv.AGraph(d)\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# specify UTF-8 encoding (it is the default)\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\")\n", + "A.add_node(2, label=\"unicode\")\n", + "\n", + "# you can enter unicode text as\n", + "hello = \"Здравствуйте!\"\n", + "A.add_node(3, label=hello)\n", + "\n", + "# or using unicode code points\n", + "hello = \"\\u0417\\u0434\\u0440\\u0430\\u0432\\u0441\\u0442\\u0432\\u0443\\u0439\\u0442\\u0435!\"\n", + "A.add_node(hello) # unicode node label\n", + "\n", + "goodbye = \"До свидания\"\n", + "A.add_edge(1, hello, key=goodbye)\n", + "\n", + "A.add_edge(\"שלום\", hello)\n", + "# A.add_edge(1,3,hello=\"こんにちは / ｺﾝﾆﾁﾊ\")\n", + "A.add_edge(1, \"こんにちは\")\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict digraph \"\" {\n", + "\tgraph [epsilon=0.001,\n", + "\t\trankdir=LR\n", + "\t];\n", + "\tnode [label=\"\\N\"];\n", + "\t1\t [color=red,\n", + "\t\tlabel=\"centered\\nleft\\lright\\r\"];\n", + "\t1 -> 2\t [color=green];\n", + "\t1 -> 3;\n", + "\t2 -> 3;\n", + "\t5\t [color=blue];\n", + "\t3 -> 5;\n", + "\t3 -> 4;\n", + "\t3 -> 6;\n", + "\t4 -> 6;\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph(directed=True, strict=True, rankdir=\"LR\")\n", + "# add node 1 with color red\n", + "A.add_node(1, label=r'centered\\nleft\\lright\\r', color=\"red\")\n", + "A.add_node(5, color=\"blue\")\n", + "# add some edges\n", + "A.add_edge(1, 2, color=\"green\")\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "A.add_edge(3, 4)\n", + "A.add_edge(3, 5)\n", + "A.add_edge(3, 6)\n", + "A.add_edge(4, 6)\n", + "# adjust a graph parameter\n", + "A.graph_attr[\"epsilon\"] = \"0.001\"\n", + "print(A.string()) # print dot file to standard output\n", + "A.layout(\"dot\") # layout with dot\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': {\"label\":\"x\", \"shape\":\"rect\"}, \"3\":None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "G=pgv.AGraph(d)\n", + "G.node_attr[\"shape\"] = \"circle\"\n", + "G.node_attr[\"fixedsize\"] = \"true\"\n", + "G.node_attr[\"fontsize\"] = \"8\"\n", + "G.node_attr[\"style\"] = \"filled\"\n", + "G.graph_attr[\"outputorder\"] = \"edgesfirst\"\n", + "G.graph_attr[\"label\"] = \"miles_dat\"\n", + "G.graph_attr[\"ratio\"] = \"1.0\"\n", + "G.edge_attr[\"color\"] = \"#1100FF\"\n", + "G.edge_attr[\"style\"] = \"setlinewidth(2)\"\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/pygraphviz/agraph.py:1341: RuntimeWarning: Warning: node '1', graph '' size too small for label\n", + "Warning: node '2', graph '' size too small for label\n", + "Warning: node '3', graph '' size too small for label\n", + "Warning: node '4', graph '' size too small for label\n", + "Warning: node '5', graph '' size too small for label\n", + "Warning: node '6', graph '' size too small for label\n", + "Warning: node '7', graph '' size too small for label\n", + "\n", + " warnings.warn(b\"\".join(errors).decode(self.encoding), RuntimeWarning)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph()\n", + "\n", + "# set some default node attributes\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "A.node_attr[\"shape\"] = \"circle\"\n", + "A.node_attr[\"fixedsize\"] = \"true\"\n", + "A.node_attr[\"fontcolor\"] = \"#FFFFFF\"\n", + "\n", + "# make a star in shades of red\n", + "for i in range(1, 16):\n", + " A.add_edge(0, i)\n", + " n = A.get_node(i)\n", + " n.attr[\"fillcolor\"] = \"#%2x0000\" % (i * 16)\n", + " n.attr[\"height\"] = \"%s\" % (i / 16.0 + 0.5)\n", + " n.attr[\"width\"] = \"%s\" % (i / 16.0 + 0.5)\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph()\n", + "# add some edges\n", + "A.add_edge(1, 2)\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "A.add_edge(3, 4)\n", + "A.add_edge(3, 5)\n", + "A.add_edge(3, 6)\n", + "A.add_edge(4, 6)\n", + "# make a subgraph with rank='same'\n", + "# B = A.add_subgraph([4, 5, 6], name=\"s1\", rank=\"same\")\n", + "# B.graph_attr[\"rank\"] = \"same\"\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "sdict = {'!sdata_class': {'name': '!sdata_class',\n", + " 'value': 'Data',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': False},\n", + " '#sdata_ctime': {'name': '!sdata_ctime',\n", + " 'value': '2021-01-20T23:30:52.034151+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'creation date',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_mtime': {'name': '!sdata_mtime',\n", + " 'value': '2021-01-20T23:30:52.036132+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'modification date',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_name': {'name': '!sdata_name',\n", + " 'value': 'otto',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_parent': {'name': '!sdata_parent',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'uuid of the parent sdata object',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_project': {'name': '!sdata_project',\n", + " 'value': 'P1',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_uuid': {'name': '!sdata_uuid',\n", + " 'value': '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_version': {'name': '!sdata_version',\n", + " 'value': '0.17.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': False},\n", + " 'a': {'name': 'a',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False}}" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Data str - \n", + "!sdata_ctime !sdata_ctime 2021-02-01T21:49:41.514502+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2021-02-01T21:49:41.514699+00:00 str - \n", + "!sdata_name !sdata_name otto str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project P1 str - \n", + "!sdata_uuid !sdata_uuid 21b83703d98e38a7be2e50e38326d0ce str - \n", + "!sdata_version !sdata_version 0.17.0 str - \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"otto\", \n", + " uuid=sdata.uuid_from_str(\"otto\"), \n", + " table=pd.DataFrame({\"a\":[1,2,3]}),\n", + " description=\"Hallo\\nSpencer\",\n", + " project=\"P1\")\n", + "data.metadata.add(\"a\",1)\n", + "data.metadata.sdf" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'class': 'Data',\n", + " 'ctime': '2021-02-01T21:49:41.514502+00:00',\n", + " 'mtime': '2021-02-01T21:49:41.514699+00:00',\n", + " 'name': 'otto',\n", + " 'parent': '',\n", + " 'project': 'P1',\n", + " 'uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'version': '0.17.0',\n", + " 'uuids': '21b8.d0ce'}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = data.metadata.sdf[[\"name\", \"value\"]].copy()\n", + "df.name.update(df.name.str.replace(\"!sdata_\", \"\"))\n", + "sdict = dict(df.values)\n", + "uid = sdict.get(\"uuid\")\n", + "sdict[\"uuids\"] = f\"{uid[:4]}.{uid[-4:]}\"\n", + "sdict" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "label = \"\"\"<\n", + " \n", + " \n", + " \n", + "
name:{name}
uuid:{uuid}
project:{project}
>\"\"\"\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "A.node_attr[\"fillcolor\"] = \"white\"\n", + "A.node_attr[\"shape\"] = \"note\"\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\")\n", + "A.add_node(2, label=label.format(**sdict))\n", + "A.add_edge(1,2, label=\"edge\", color=\"red\")\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\tgraph [encoding=\"UTF-8\"];\n", + "\tnode [fillcolor=white,\n", + "\t\tlabel=\"\\N\",\n", + "\t\tshape=note,\n", + "\t\tstyle=filled\n", + "\t];\n", + "\t1\t [label=\"plain string\"];\n", + "\t2\t [label=<\n", + " \n", + " \n", + " \n", + "
name:otto
uuid:21b83703d98e38a7be2e50e38326d0ce
project:P1
>];\n", + "\t1 -- 2\t [color=red,\n", + "\t\tlabel=\"edge\"];\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(A.to_string())" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "label = \"\"\"<\n", + " \n", + " \n", + " \n", + "
name:{name}
uuid:{uuids}
project:{project}
>\"\"\"\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "node_attr = {\"shape\":\"note\", \"fillcolor\":\"white\", \"color\":\"#eeeeee\"}\n", + "\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\", **node_attr, distorssion=30)\n", + "A.add_node(\"1a\", label=\"plain string\", distorsion=-100, shape=\"rect\")\n", + "A.add_node(2, label=label.format(**sdict), **node_attr)\n", + "A.add_edge(1,2, label=\"edge\", color=\"red\", edgeURL=\"http://heise.de\")\n", + "\n", + "A.graph_attr[\"outputorder\"] = \"edgesfirst\"\n", + "A.graph_attr[\"label\"] = \"label!\"\n", + "A.graph_attr[\"ratio\"] = \"1.0\"\n", + "A.graph_attr[\"style\"] = \"filled\"\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw_graph_svg(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import SVG, display\n", + "def show_svg():\n", + " display(SVG(url='http://upload.wikimedia.org/wikipedia/en/a/a4/Flag_of_the_United_States.svg'))\n", + "# show_svg()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "def draw_graph_svg(g):\n", + " return Image(g.draw(format='svg', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "label!\n", + "\n", + "\n", + "1--2\n", + "\n", + "\n", + "\n", + "\n", + "edge\n", + "\n", + "\n", + "\n", + "1\n", + "\n", + "\n", + "\n", + "plain string\n", + "\n", + "\n", + "\n", + "2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "name:\n", + "\n", + "otto\n", + "\n", + "uuid:\n", + "\n", + "21b8.d0ce\n", + "\n", + "project:\n", + "\n", + "P1\n", + "\n", + "\n", + "\n", + "1a\n", + "\n", + "plain string\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import SVG, display\n", + "def show_svg(g):\n", + " display(SVG(g.draw(format='svg', prog='dot')))\n", + "show_svg(A)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/hashtree-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/hashtree-checkpoint.ipynb new file mode 100644 index 0000000..ce422f7 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/hashtree-checkpoint.ipynb @@ -0,0 +1,752 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:54:39 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib\n", + "import sdata.iolib.hashtree\n", + "from sdata.iolib.hashtree import stable_cum_uuids_from_nested_list, stable_cum_uuid_from_nested_list" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'83bb6f252fff55fdac7a4cf411145d94'" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datatype = \"mat1\"\n", + "datatype_uuid = sdata.iolib.hashtree.generate_uuid_from_hash(datatype)\n", + "datatype_uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.hashtree.NAMESPACE_SDATA" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "class ParameterSet:\n", + " def __init__(self, name):\n", + " self.name = name" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "uid = stable_uuid_from_list([1,2,3])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f09e3370d8f953398366753ca7e16eb9',\n", + " 'b8f6eb73756c5d3d8f7456003bf0dc6d',\n", + " 'f6dd12b913135291b58bcd2f5f63f157']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = stable_cum_uuids_from_nested_list(nested_list)\n", + "uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'f6dd12b913135291b58bcd2f5f63f157'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = stable_cum_uuid_from_nested_list(nested_list)\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(root|8)\n", + "root\n", + "└─tmp\n", + " ├─a1\n", + " │ └─b2\n", + " ├─a2\n", + " │ ├─b1\n", + " │ └─b4\n", + " └─a3\n" + ] + } + ], + "source": [ + "class TreeNode:\n", + " def __init__(self, name, parent=None):\n", + " self.name = name # Der Name des Knotens\n", + " self.children = {} # Kinderknoten\n", + " self.parent = parent # Elternknoten\n", + "\n", + " def __lt__(self, other):\n", + " \"\"\"\n", + " Ermöglicht die Sortierung von TreeNode-Objekten basierend auf ihrem Namen.\n", + " \"\"\"\n", + " return self.name < other.name\n", + " \n", + " def get_child(self, path):\n", + " \"\"\"\n", + " Navigiert den Pfad und gibt den Zielknoten zurück, falls vorhanden.\n", + " :param path: Ein Pfad in der Form \"child1/child2\".\n", + " :return: Der Zielknoten oder None, falls der Pfad nicht existiert.\n", + " \"\"\"\n", + " path_list = path.strip(\"/\").split(\"/\") # Pfad in eine Liste umwandeln\n", + " current_node = self\n", + " for part in path_list:\n", + " if part in current_node.children:\n", + " current_node = current_node.children[part]\n", + " else:\n", + " return None # Pfad existiert nicht\n", + " return current_node\n", + " \n", + " def add_path(self, path):\n", + " path_list = path.strip(\"/\").split(\"/\")\n", + " self.add_path_list(path_list)\n", + " \n", + " def add_path_list(self, path_list):\n", + " if not path_list:\n", + " return\n", + " \n", + " head, *tail = path_list\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head, parent=self)\n", + " self.children[head].add_path_list(tail)\n", + "\n", + " def repr(self, level=0):\n", + " ret = \" \" * level + repr(self.name) + \"\\n\"\n", + " for child in self.children.values():\n", + " ret += child.__repr__(level + 1)\n", + " return ret\n", + "\n", + " def __repr__(self):\n", + " n_nodes = self.count_nodes()\n", + " return f\"({self.full_name()}|{n_nodes})\"\n", + " \n", + " def __str__(self):\n", + " n_nodes = self.count_nodes()\n", + " return f\"({self.full_name()}|{n_nodes})\"\n", + " \n", + " def to_dict(self):\n", + " \"\"\"\n", + " Konvertiert den Baum in ein verschachteltes Dictionary.\n", + " \"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"parent\": self.parent,\n", + " \"children\": {name: child.to_dict() for name, child in self.children.items()}\n", + " }\n", + "\n", + " def to_json(self):\n", + " \"\"\"\n", + " Exportiert den Baum in JSON-Format.\n", + " \"\"\"\n", + " return json.dumps(self.to_dict(), indent=2) \n", + " \n", + " def print_tree(self, padding=\"\", is_last=True, is_root=True):\n", + " \"\"\"\n", + " Druckt den Baum in einer visuellen Struktur mit Verzweigungen.\n", + " :param padding: Aktuelle Einrückung.\n", + " :param is_last: Ob der aktuelle Knoten das letzte Kind ist.\n", + " :param is_root: Ob der aktuelle Knoten der Root-Knoten ist.\n", + " \"\"\"\n", + " if is_root:\n", + " print(self.name) # Root-Knoten ohne Verzweigungssymbol\n", + " else:\n", + " branch = \"└─\" if is_last else \"├─\"\n", + " print(padding + branch + self.name)\n", + " padding += \" \" if is_last else \"│ \"\n", + " \n", + " children = sorted(self.children.values()) # Alphabetische Sortierung\n", + " for count, child in enumerate(children):\n", + " child.print_tree(padding, count == (len(children) - 1), is_root=False)\n", + "\n", + " def full_name(self):\n", + " \"\"\"\n", + " Gibt den vollständigen Pfad des Knotens zurück, von der Wurzel bis zu diesem Knoten.\n", + " :return: Ein String, der den vollständigen Pfad darstellt.\n", + " \"\"\"\n", + " if self.parent is None:\n", + " return self.name # Root-Knoten\n", + " return f\"{self.parent.full_name()}/{self.name}\"\n", + " \n", + " def get_child_by_name(self, name):\n", + " \"\"\"\n", + " Sucht im Baum nach einem Knoten mit dem angegebenen Namen.\n", + " :param name: Der Name des gesuchten Knotens.\n", + " :return: Der Knoten (TreeNode), wenn gefunden, sonst None.\n", + " \"\"\"\n", + " if self.name == name:\n", + " return self # Aktueller Knoten passt\n", + " \n", + " for child in self.children.values():\n", + " result = child.get_child_by_name(name)\n", + " if result:\n", + " return result # Knoten gefunden\n", + " \n", + " return None # Kein Knoten mit dem Namen gefunden\n", + "\n", + " def count_nodes(self):\n", + " \"\"\"\n", + " Zählt die Anzahl aller Knoten im gesamten Teilbaum.\n", + " :return: Die Anzahl aller Knoten (einschließlich des aktuellen Knotens).\n", + " \"\"\"\n", + " count = 1 # Zähle den aktuellen Knoten\n", + " for child in self.children.values():\n", + " count += child.count_nodes() # Rekursiv alle Kinder zählen\n", + " return count\n", + " \n", + "def build_tree(hash_lists):\n", + " root = TreeNode(\"root\")\n", + " for hash_list in hash_lists:\n", + " root.add_path_list(hash_list)\n", + " return root\n", + "\n", + "tree = TreeNode(\"root\")\n", + "tree.add_path(\"/tmp/a1/b2\")\n", + "tree.add_path(\"/tmp/a3\")\n", + "tree.add_path(\"/tmp/a2/b1/\")\n", + "tree.add_path(\"/tmp/a2/b4/\")\n", + "tree.to_dict()\n", + "print(tree)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['f09e3370d8f953398366753ca7e16eb9', 'b8f6eb73756c5d3d8f7456003bf0dc6d', 'f6dd12b913135291b58bcd2f5f63f157']\n", + "83bb6f252fff55fdac7a4cf411145d94\n", + "└─f09e3370d8f953398366753ca7e16eb9\n", + " └─b8f6eb73756c5d3d8f7456003bf0dc6d\n", + " └─f6dd12b913135291b58bcd2f5f63f157\n" + ] + } + ], + "source": [ + "tree = TreeNode(datatype_uuid)\n", + "#rootpath = \"\"\n", + "#paths = [rootpath] + uuids\n", + "#print(paths)\n", + "#path = os.path.join(*paths)\n", + "print(uuids)\n", + "tree.add_path_list(uuids)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9/b8f6eb73756c5d3d8f7456003bf0dc6d|2)\n", + "b8f6eb73756c5d3d8f7456003bf0dc6d\n", + "└─f6dd12b913135291b58bcd2f5f63f157\n" + ] + }, + { + "data": { + "text/plain": [ + "'b8f6eb73756c5d3d8f7456003bf0dc6d'" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2 = tree.get_child_by_name(\"b8f6eb73756c5d3d8f7456003bf0dc6d\")\n", + "print(a2)\n", + "a2.print_tree()\n", + "a2.name" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9|3)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2.parent" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'b8f6eb73756c5d3d8f7456003bf0dc6d',\n", + " 'parent': (83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9|3),\n", + " 'children': {'f6dd12b913135291b58bcd2f5f63f157': {'name': 'f6dd12b913135291b58bcd2f5f63f157',\n", + " 'parent': (83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9/b8f6eb73756c5d3d8f7456003bf0dc6d|2),\n", + " 'children': {}}}}" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'NoneType' object has no attribute 'full_name'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mb1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_child\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"/tmp/a2/b1/\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mb1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfull_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'full_name'" + ] + } + ], + "source": [ + "b1 = tree.get_child(\"/tmp/a2/b1/\")\n", + "b1.full_name()" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "b1\n" + ] + } + ], + "source": [ + "b1.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root/tmp/a2/b1\n" + ] + } + ], + "source": [ + "print(b1)" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'a1'\n", + " 'b2'" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.get_subtree_by_name(\"a1\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/'\n", + " 'tmp'\n", + " 'a2'\n", + " 'b4'" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree = TreeNode(\"/\")\n", + "tree.add_path(\"/tmp/a2/b4/\")\n", + "tree" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [], + "source": [ + "tree = TreeNode(\"/\")\n", + "tree.add_path_list([uid])\n", + "tree.add_path_list(uuids)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n", + "└─f09e3370d8f953398366753ca7e16eb9\n", + " ├─1514d36656d75f638a994b7fe87e2ad0\n", + " │ └─68bb365dbf5c556faf848a6c8c72b205\n", + " └─b0465a6b35ce5fd28338e04233c422d7\n", + " └─68bb365dbf5c556faf848a6c8c72b205\n" + ] + } + ], + "source": [ + "tree = TreeNode(\"root\")\n", + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "nested_list2 = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 2.2,\"ssd\"],\n", + " [\"a\"],]\n", + "\n", + "uuids = stable_uuids_from_nested_list(nested_list)\n", + "uuids2 = stable_uuids_from_nested_list(nested_list2)\n", + "tree.add_path_list(uuids)\n", + "tree.add_path_list(uuids2)\n", + "tree.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def create_directories(node, base_path):\n", + " current_path = os.path.join(base_path, node.name)\n", + " if node.name != \"root\": # Root nicht erstellen\n", + " os.makedirs(current_path, exist_ok=True)\n", + " for child in node.children.values():\n", + " create_directories(child, current_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stabiler Hash-Wert: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n" + ] + }, + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Beispielnutzung\n", + "data = [3.14159265, 42, \"hello\", 2.7182818]\n", + "hashstr = stable_hash_from_list(data)\n", + "print(f\"Stabiler Hash-Wert: {hashstr}\")\n", + "stable_uuid_from_list(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n" + ] + } + ], + "source": [ + "# Beispiel-Hashwertlisten\n", + "hash_lists = [\n", + " [\"hash1\", \"hash2\", \"hash3\"],\n", + " [\"hash1\", \"hash4\"],\n", + " [\"hash5\", \"hash6\"],\n", + " [\"hash1\", \"hash2\", \"hash7\"]\n", + "]\n", + "\n", + "# Baum erstellen\n", + "tree = build_tree(hash_lists)\n", + "print(tree)" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'create_directories' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mbase_directory\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/tree_structure\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mcreate_directories\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtree\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbase_directory\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'create_directories' is not defined" + ] + } + ], + "source": [ + "base_directory = \"/tmp/tree_structure\"\n", + "create_directories(tree, base_directory)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0m\u001b[01;34mroot\u001b[0m/\r\n" + ] + } + ], + "source": [ + "ls /tmp/tree_structure" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "uuid4() takes 0 positional arguments but 1 was given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muuid4\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ddf\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: uuid4() takes 0 positional arguments but 1 was given" + ] + } + ], + "source": [ + "uuid.uuid4(\"ddf\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/hashtree-folder-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/hashtree-folder-checkpoint.ipynb new file mode 100644 index 0000000..366443b --- /dev/null +++ b/ipynb/.ipynb_checkpoints/hashtree-folder-checkpoint.ipynb @@ -0,0 +1,763 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:46:41 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib\n", + "from sdata.iolib.vault import FileSystemVault \n", + "import sdata.iolib.hashtree\n", + "from sdata.iolib.hashtree import stable_uuid_from_list, stable_uuids_from_nested_list, uuids_from_hashes, stable_hash_from_nested_list, cumulative_hash_list, stable_cum_uuids_from_nested_list, stable_cum_hashes_from_nested_list, stable_cum_uuid_from_nested_list" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.hashtree.NAMESPACE_SDATA" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:46:44 INFO:create/open vault '/tmp/myproject'\n", + "10:46:44 INFO:create/open vaultindex '/tmp/myproject/vaultindex.sqlite'\n", + "10:46:44 DEBUG:initialize db /tmp/myproject/vaultindex.sqlite\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "rootpath = \"/tmp/myproject\"\n", + "vault = FileSystemVault(rootpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "nested_list = [[1,2], \n", + " [3, 4],\n", + " [5], \n", + " ]\n", + "nested_list2 = [[1,2], \n", + " [3, 4],\n", + " [5.1], \n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302']" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = stable_cum_uuids_from_nested_list(nested_list)\n", + "uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'b3bac7ebb8ec56fe9ffe818f169ba302'" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = stable_cum_uuid_from_nested_list(nested_list)\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [], + "source": [ + "data = sdata.Data()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "vault.create_folder()" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '21fa2eb01b2eefd6e31fb4fe52def02b955395e2af26ed303e29853f406f1751',\n", + " '1ae3592f8248c3f879b56afe3f2ce6aad45ba898434796d35c565684397fb3e6'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '21fa2eb01b2eefd6e31fb4fe52def02b955395e2af26ed303e29853f406f1751',\n", + " 'a4ebb47a662ec9dd6ed783f130893ecfb6dfa9fe5bc46a8ec9134dcdb3a5d253'])" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hashes = stable_hash_from_nested_list(nested_list)\n", + "hashes2 = stable_hash_from_nested_list(nested_list2)\n", + "\n", + "hashes, hashes2" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '03da67b7f8157f7413861ffa25069581ae5d95d59eeb0c2f599f48539dcdf38c'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '93ae2ef0d31d60f9c680cd5c81822113dab45555d8111d4f281358168ef5022e'])" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cum_hashes = cumulative_hash_list(hashes)\n", + "cum_hashes2 = cumulative_hash_list(hashes2)\n", + "cum_hashes, cum_hashes2" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302'],\n", + " ['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " '86fdc1994bde5a5b8d1b59eca5f6ade4'])" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = uuids_from_hashes(cum_hashes)\n", + "uuids2 = uuids_from_hashes(cum_hashes2)\n", + "uuids, uuids2" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302'],\n", + " ['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " '86fdc1994bde5a5b8d1b59eca5f6ade4'])" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stable_cum_uuids_from_nested_list(nested_list), stable_cum_uuids_from_nested_list(nested_list2)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '03da67b7f8157f7413861ffa25069581ae5d95d59eeb0c2f599f48539dcdf38c'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '93ae2ef0d31d60f9c680cd5c81822113dab45555d8111d4f281358168ef5022e'])" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stable_cum_hashes_from_nested_list(nested_list), stable_cum_hashes_from_nested_list(nested_list2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def stable_cum_uuids_from_nested_list(nested_list):\n", + " hashes = stable_hash_from_nested_list(nested_list)\n", + " cum_hashes = cumulative_hash_list(hashes)\n", + " uuids = uuids_from_hashes(cum_hashes)\n", + " return uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/', 'ca096868500e5fabbf23ed0454a2f452', 'e2bff246e8e059e58c75159344af23c5', 'b3bac7ebb8ec56fe9ffe818f169ba302']\n" + ] + }, + { + "data": { + "text/plain": [ + "'/ca096868500e5fabbf23ed0454a2f452/e2bff246e8e059e58c75159344af23c5/b3bac7ebb8ec56fe9ffe818f169ba302'" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rootpath = \"/\"\n", + "paths = [rootpath] + uuids\n", + "print(paths)\n", + "path = os.path.join(*paths)\n", + "path" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/project root\n", + "root (Path: /tmp/project)\n", + "└─mat1 (Path: /tmp/project/mat1)\n", + " ├─a1 (Path: /tmp/project/mat1/a1)\n", + " │ └─b2 (Path: /tmp/project/mat1/a1/b2)\n", + " ├─a2 (Path: /tmp/project/mat1/a2)\n", + " │ ├─b1 (Path: /tmp/project/mat1/a2/b1)\n", + " │ └─b4 (Path: /tmp/project/mat1/a2/b4)\n", + " └─a3 (Path: /tmp/project/mat1/a3)\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "import json\n", + "\n", + "class TreeNode:\n", + " def __init__(self, name, rootpath, parent=None):\n", + " \"\"\"\n", + " :param name: Der Name des Knotens (z. B. Ordnername).\n", + " :param rootpath: Der Root-Pfad des Baums.\n", + " :param parent: Der Elternknoten.\n", + " \"\"\"\n", + " self.name = name # Der logische Name des Knotens (Subfolder-Name)\n", + " self.parent = parent # Elternknoten\n", + " self.rootpath = rootpath.rstrip(\"/\") if parent is None else f\"{parent.rootpath}/{name}\" # Physischer Pfad\n", + " self.children = {} # Kinderknoten\n", + "\n", + " def __lt__(self, other):\n", + " return self.name < other.name\n", + "\n", + " def get_child(self, path):\n", + " path_list = path.strip(\"/\").split(\"/\") # Pfad in eine Liste umwandeln\n", + " current_node = self\n", + " for part in path_list:\n", + " if part in current_node.children:\n", + " current_node = current_node.children[part]\n", + " else:\n", + " return None # Pfad existiert nicht\n", + " return current_node\n", + "\n", + " def add_path(self, logical_path):\n", + " \"\"\"\n", + " Fügt einen Pfad hinzu. Der physische Pfad wird automatisch generiert.\n", + " :param logical_path: Der logische Pfad im Baum (z. B. \"folder1/folder2\").\n", + " \"\"\"\n", + " path_list = logical_path.strip(\"/\").split(\"/\")\n", + " self.add_path_list(path_list)\n", + "\n", + " def add_path_list(self, path_list):\n", + " if not path_list:\n", + " return\n", + "\n", + " head, *tail = path_list\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head, rootpath=self.rootpath, parent=self)\n", + "\n", + " self.children[head].add_path_list(tail)\n", + "\n", + " def full_name(self):\n", + " if self.parent is None:\n", + " return self.name # Root-Knoten\n", + " return f\"{self.parent.full_name()}/{self.name}\"\n", + "\n", + " def to_dict(self):\n", + " \"\"\"\n", + " Konvertiert den Baum in ein verschachteltes Dictionary.\n", + " \"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"rootpath\": self.rootpath,\n", + " \"children\": {name: child.to_dict() for name, child in self.children.items()}\n", + " }\n", + "\n", + " def to_json(self):\n", + " \"\"\"\n", + " Exportiert den Baum in JSON-Format.\n", + " \"\"\"\n", + " return json.dumps(self.to_dict(), indent=2)\n", + "\n", + " def print_tree(self, padding=\"\", is_last=True, is_root=True):\n", + " if is_root:\n", + " print(f\"{self.name} (Path: {self.rootpath})\")\n", + " else:\n", + " branch = \"└─\" if is_last else \"├─\"\n", + " print(f\"{padding}{branch}{self.name} (Path: {self.rootpath})\")\n", + " padding += \" \" if is_last else \"│ \"\n", + "\n", + " children = sorted(self.children.values())\n", + " for count, child in enumerate(children):\n", + " child.print_tree(padding, count == (len(children) - 1), is_root=False)\n", + "\n", + " def __repr__(self):\n", + " return f\"({self.name})\"\n", + "\n", + " def __str__(self):\n", + " return f\"({self.name}|{self.rootpath})\"\n", + "\n", + " def get_subtree_by_name(self, name):\n", + " \"\"\"\n", + " Sucht im Baum nach einem Knoten mit dem angegebenen Namen.\n", + " :param name: Der Name des gesuchten Knotens.\n", + " :return: Der Knoten (TreeNode), wenn gefunden, sonst None.\n", + " \"\"\"\n", + " if self.name == name:\n", + " return self # Aktueller Knoten passt\n", + " \n", + " for child in self.children.values():\n", + " result = child.get_subtree_by_name(name)\n", + " if result:\n", + " return result # Knoten gefunden\n", + " \n", + " return None # Kein Knoten mit dem Namen gefunden\n", + "\n", + "tree = TreeNode(\"root\", rootpath=\"/tmp/project\")\n", + "tree.add_path(\"mat1/a1/b2\")\n", + "tree.add_path(\"mat1/a3\")\n", + "tree.add_path(\"mat1/a2/b1/\")\n", + "tree.add_path(\"mat1/a2/b4/\")\n", + "tree.to_dict()\n", + "print(tree.rootpath, tree.name)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'mat1',\n", + " 'rootpath': '/tmp/project',\n", + " 'children': {'mat1': {'name': 'mat1',\n", + " 'rootpath': '/tmp/project/mat1',\n", + " 'children': {'a1': {'name': 'a1',\n", + " 'rootpath': '/tmp/project/mat1/a1',\n", + " 'children': {'b2': {'name': 'b2',\n", + " 'rootpath': '/tmp/project/mat1/a1/b2',\n", + " 'children': {}}}},\n", + " 'a3': {'name': 'a3', 'rootpath': '/tmp/project/mat1/a3', 'children': {}},\n", + " 'a2': {'name': 'a2',\n", + " 'rootpath': '/tmp/project/mat1/a2',\n", + " 'children': {'b1': {'name': 'b1',\n", + " 'rootpath': '/tmp/project/mat1/a2/b1',\n", + " 'children': {}},\n", + " 'b4': {'name': 'b4',\n", + " 'rootpath': '/tmp/project/mat1/a2/b4',\n", + " 'children': {}}}}}}}}" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(a2|/tmp/project/mat1/a2)\n", + "a2 (Path: /tmp/project/mat1/a2)\n", + "├─b1 (Path: /tmp/project/mat1/a2/b1)\n", + "└─b4 (Path: /tmp/project/mat1/a2/b4)\n" + ] + } + ], + "source": [ + "a2 = tree.get_child(\"/mat1/a2\")\n", + "print(a2)\n", + "a2.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(a2|/tmp/project/mat1/a2)\n" + ] + }, + { + "data": { + "text/plain": [ + "(a2)" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(a2)\n", + "a2" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/project/mat1/a2/b1'" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b1 = tree.get_child(\"mat1/a2/b1/\")\n", + "b1.rootpath" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "b1 (Path: /tmp/project/mat1/a2/b1)\n" + ] + } + ], + "source": [ + "b1.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(b1|/tmp/project/mat1/a2/b1)\n" + ] + } + ], + "source": [ + "print(b1)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a1)" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.get_subtree_by_name(\"a1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('/tmp/project', 'mat1')" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.rootpath, tree.name" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root (Path: /tmp/project/)\n", + "└─f09e3370d8f953398366753ca7e16eb9 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9)\n", + " ├─1514d36656d75f638a994b7fe87e2ad0 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/1514d36656d75f638a994b7fe87e2ad0)\n", + " │ └─68bb365dbf5c556faf848a6c8c72b205 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/1514d36656d75f638a994b7fe87e2ad0/68bb365dbf5c556faf848a6c8c72b205)\n", + " └─b0465a6b35ce5fd28338e04233c422d7 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/b0465a6b35ce5fd28338e04233c422d7)\n", + " └─68bb365dbf5c556faf848a6c8c72b205 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/b0465a6b35ce5fd28338e04233c422d7/68bb365dbf5c556faf848a6c8c72b205)\n" + ] + } + ], + "source": [ + "tree = TreeNode(\"root\", rootpath=\"/tmp/project/\")\n", + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "nested_list2 = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 2.2,\"ssd\"],\n", + " [\"a\"],]\n", + "\n", + "uuids = stable_uuids_from_nested_list(nested_list)\n", + "uuids2 = stable_uuids_from_nested_list(nested_list2)\n", + "tree.add_path_list(uuids)\n", + "tree.add_path_list(uuids2)\n", + "tree.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'TreeNode' object has no attribute 'path'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'TreeNode' object has no attribute 'path'" + ] + } + ], + "source": [ + "tree.path" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/hashtree_test-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/hashtree_test-checkpoint.ipynb new file mode 100644 index 0000000..896b086 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/hashtree_test-checkpoint.ipynb @@ -0,0 +1,548 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import sdata\n", + "import hashlib\n", + "from collections import defaultdict\n", + "import uuid\n", + "import os" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "namespace = uuid.uuid5(uuid.NAMESPACE_DNS, \"sdata\")\n", + "namespace" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def stable_hash_from_list(input_list):\n", + " # Konvertiere die Liste in eine normalisierte Zeichenkette\n", + " normalized_str = str([\n", + " round(item, 8) if isinstance(item, float) else item\n", + " for item in input_list\n", + " ])\n", + " # Erstelle einen Hash mit hashlib (z. B. SHA256)\n", + " hash_object = hashlib.sha256(normalized_str.encode('utf-8'))\n", + " return hash_object.hexdigest()\n", + "\n", + "def stable_uuid_from_list(input_list):\n", + " hashstr = stable_hash_from_list(input_list)\n", + " return generate_uuid_from_hash(hashstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "class TreeNode:\n", + " def __init__(self, name):\n", + " self.name = name # Der Hashwert oder Ordnername\n", + " self.children = {} # Kinderknoten (Unterordner)\n", + "\n", + " def add_path(self, path):\n", + " if not path:\n", + " return\n", + " head, *tail = path\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head)\n", + " self.children[head].add_path(tail)\n", + "\n", + " def __repr__(self, level=0):\n", + " ret = \" \" * level + repr(self.name) + \"\\n\"\n", + " for child in self.children.values():\n", + " ret += child.__repr__(level + 1)\n", + " return ret\n", + "\n", + "def build_tree(hash_lists):\n", + " root = TreeNode(\"root\")\n", + " for hash_list in hash_lists:\n", + " root.add_path(hash_list)\n", + " return root" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def create_directories(node, base_path):\n", + " current_path = os.path.join(base_path, node.name)\n", + " if node.name != \"root\": # Root nicht erstellen\n", + " os.makedirs(current_path, exist_ok=True)\n", + " for child in node.children.values():\n", + " create_directories(child, current_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def generate_uuid_from_hash(hash_value):\n", + " # Konvertiere den Hashwert in einen String (falls nötig)\n", + " hash_string = str(hash_value)\n", + " namespace = uuid.uuid5(uuid.NAMESPACE_DNS, \"sdata\")\n", + " return uuid.uuid5(namespace, hash_string)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stabiler Hash-Wert: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n" + ] + }, + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Beispielnutzung\n", + "data = [3.14159265, 42, \"hello\", 2.7182818]\n", + "hashstr = stable_hash_from_list(data)\n", + "print(f\"Stabiler Hash-Wert: {hashstr}\")\n", + "stable_uuid_from_list(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052',\n", + " 'ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3',\n", + " 'a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "def stable_hash_from_nested_list(nested_list):\n", + "\n", + " return [stable_hash_from_list(x) for x in nested_list]\n", + "hashlist = stable_hash_from_nested_list(nested_list)\n", + "hashlist" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.array_equal(hashlist, nested_list)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "generate_uuid_from_hash(hashstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'root'\n", + " 'hash1'\n", + " 'hash2'\n", + " 'hash3'\n", + " 'hash7'\n", + " 'hash4'\n", + " 'hash5'\n", + " 'hash6'\n", + "\n" + ] + } + ], + "source": [ + "# Beispiel-Hashwertlisten\n", + "hash_lists = [\n", + " [\"hash1\", \"hash2\", \"hash3\"],\n", + " [\"hash1\", \"hash4\"],\n", + " [\"hash5\", \"hash6\"],\n", + " [\"hash1\", \"hash2\", \"hash7\"]\n", + "]\n", + "\n", + "# Baum erstellen\n", + "tree = build_tree(hash_lists)\n", + "print(tree)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "base_directory = \"/tmp/tree_structure\"\n", + "create_directories(tree, base_directory)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0m\u001b[01;34mroot\u001b[0m/\r\n" + ] + } + ], + "source": [ + "ls /tmp/tree_structure" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "uuid4() takes 0 positional arguments but 1 was given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muuid4\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ddf\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: uuid4() takes 0 positional arguments but 1 was given" + ] + } + ], + "source": [ + "uuid.uuid4(\"ddf\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kumulativer Hash: eea7c93318433df0675497c6af463c5c75193b83ac3d612f76b9406e96f409a0\n" + ] + } + ], + "source": [ + "import hashlib\n", + "\n", + "def cumulative_hash(hashes, new_hash):\n", + " \"\"\"\n", + " Berechnet einen kumulativen Hash basierend auf einer Liste von vorherigen Hashes\n", + " und einem neuen Hash.\n", + " \n", + " :param hashes: Liste bestehender Hashes (Strings).\n", + " :param new_hash: Neuer Hash (String), der hinzukommt.\n", + " :return: Neuer kumulativer Hash.\n", + " \"\"\"\n", + " combined = \"\".join(hashes) + new_hash # Kombiniere alle bisherigen Hashes mit dem neuen Hash\n", + " return hashlib.sha256(combined.encode('utf-8')).hexdigest()\n", + "\n", + "# Beispielnutzung\n", + "hash_list = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\"\n", + "]\n", + "new_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "result = cumulative_hash(hash_list, new_hash)\n", + "print(f\"Kumulativer Hash: {result}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'cumulative_hash' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 24\u001b[0m \u001b[0;34m\"45c48cce2e2d7fbdea1afc51c7c6ad26\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 25\u001b[0m ]\n\u001b[0;32m---> 26\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcumulative_hashes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhash_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_hashes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 27\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Kumulative Hashes:\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mh\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m\u001b[0m in \u001b[0;36mcumulative_hashes\u001b[0;34m(hashes, new_hashes)\u001b[0m\n\u001b[1;32m 8\u001b[0m \"\"\"\n\u001b[1;32m 9\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mnew_hash\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mnew_hashes\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0mcumulative\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcumulative_hash\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhashes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_hash\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 11\u001b[0m \u001b[0mhashes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcumulative\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mhashes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'cumulative_hash' is not defined" + ] + } + ], + "source": [ + "def cumulative_hashes(hashes, new_hashes):\n", + " \"\"\"\n", + " Berechnet kumulative Hashes iterativ mit einer Liste neuer Hashes.\n", + " \n", + " :param hashes: Liste bestehender Hashes.\n", + " :param new_hashes: Liste neuer Hashes.\n", + " :return: Liste kumulativer Hashes.\n", + " \"\"\"\n", + " for new_hash in new_hashes:\n", + " cumulative = cumulative_hash(hashes, new_hash)\n", + " hashes.append(cumulative)\n", + " return hashes\n", + "\n", + "hash_list = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\"\n", + "]\n", + "new_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "\n", + "# Beispielnutzung\n", + "new_hashes = [\n", + " \"d8e8fca2dc0f896fd7cb4cb0031ba249\",\n", + " \"45c48cce2e2d7fbdea1afc51c7c6ad26\"\n", + "]\n", + "result = cumulative_hashes(hash_list, new_hashes)\n", + "print(\"Kumulative Hashes:\")\n", + "for h in result:\n", + " print(h)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def generate_combined_hash(parent_hash, own_hash):\n", + " \"\"\"\n", + " Berechnet einen neuen Hash basierend auf einem Parent-Hash und einem eigenen Hash.\n", + " Falls der Parent-Hash None ist, wird ein leerer String verwendet.\n", + " \n", + " :param parent_hash: Der Hash des Elternknotens (String, None für Root).\n", + " :param own_hash: Der eigene Hash des aktuellen Knotens (String).\n", + " :return: Der kombinierte Hash (String).\n", + " \"\"\"\n", + " parent_hash = parent_hash or \"\" # Falls None, verwende leeren String\n", + " combined = parent_hash + own_hash\n", + " return hashlib.sha256(combined.encode('utf-8')).hexdigest()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kombinierter Hash: 522be3957dcc77aefb833e2aa65b2d159fab2fe3c52504a1142ffe8c669de604\n" + ] + } + ], + "source": [ + "# Beispielnutzung\n", + "parent_hash = \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\"\n", + "own_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "result = generate_combined_hash(parent_hash, own_hash)\n", + "print(f\"Kombinierter Hash: {result}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kumulative Hashes:\n", + "Hash 1: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n", + "Hash 2: f8c26aec19700d1ecf0714ea4b8581975b74b4f8dbaf06c21fbc890a12b46cff\n", + "Hash 3: d445a7bedba5e8b66649752e628f55e2f2dc8e20e91f290ea541b4c7370c47cb\n", + "Hash 4: 804329ab9d5b26a28e1af9a701c5c94aa639c6b6813f8928081b21edf00b577c\n", + "Hash 5: 82beb5eff82cf82644aeb4e866ebc70e1baf3447fd77de59195012ea97969bc6\n" + ] + } + ], + "source": [ + "def cumulative_hash_list(hashes):\n", + " \"\"\"\n", + " Berechnet kumulative Hashes basierend auf einer Liste, wobei der parent_hash\n", + " jeweils der vorherige Hash in der Liste ist.\n", + "\n", + " :param hashes: Liste von Hashes (Strings).\n", + " :return: Liste der kumulativ berechneten Hashes.\n", + " \"\"\"\n", + " if not hashes:\n", + " return []\n", + "\n", + " cumulative_hashes = [hashes[0]] # Der erste Hash ist unverändert\n", + " for i in range(1, len(hashes)):\n", + " parent_hash = cumulative_hashes[i - 1]\n", + " current_hash = hashes[i]\n", + " cumulative_hashes.append(generate_combined_hash(parent_hash, current_hash))\n", + " return cumulative_hashes\n", + "\n", + "# Beispielnutzung\n", + "hashes = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\",\n", + " \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\",\n", + " \"b3f1a7f63b85387c26b79521360d1d9306c4a5b6e0333c3b8f2d648b7a6ed8cc\",\n", + " \"9f86d081884c7d659a2feaa0c55ad015a3bf4f1b2b0b822cd15d6c15b0f00a08\"\n", + "]\n", + "\n", + "result = cumulative_hash_list(hashes)\n", + "print(\"Kumulative Hashes:\")\n", + "for i, h in enumerate(result):\n", + " print(f\"Hash {i + 1}: {h}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hashes = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\", ]\n", + "result = cumulative_hash_list(hashes)\n", + "result" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1, len(hashes)):\n", + " print(i)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/hierarchical_db-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/hierarchical_db-checkpoint.ipynb new file mode 100644 index 0000000..e50f096 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/hierarchical_db-checkpoint.ipynb @@ -0,0 +1,94 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kinder von /a/b:\n", + "('/a/b/c', 'Daten bei /a/b/c')\n", + "('/a/b/d', 'Daten bei /a/b/d')\n" + ] + } + ], + "source": [ + "import sqlite3\n", + "\n", + "# Datenbankverbindung aufbauen\n", + "conn = sqlite3.connect('hierarchical.db')\n", + "\n", + "# Tabelle erstellen\n", + "conn.execute('''\n", + "CREATE TABLE IF NOT EXISTS nodes (\n", + " path TEXT PRIMARY KEY,\n", + " parent_path TEXT,\n", + " name TEXT,\n", + " value TEXT,\n", + " FOREIGN KEY (parent_path) REFERENCES nodes (path)\n", + ")\n", + "''')\n", + "\n", + "# Daten einfügen\n", + "def insert_node(path, value):\n", + " parts = path.strip(\"/\").split(\"/\")\n", + " name = parts[-1]\n", + " parent_path = \"/\".join(parts[:-1]) if len(parts) > 1 else \"\"\n", + "\n", + " conn.execute('''\n", + " INSERT OR REPLACE INTO nodes (path, parent_path, name, value) \n", + " VALUES (?, ?, ?, ?)\n", + " ''', (path, parent_path, name, value))\n", + " conn.commit()\n", + "\n", + "# Kinder eines Pfades abfragen\n", + "def get_children(parent_path):\n", + " parent_path = parent_path.strip(\"/\")\n", + " cursor = conn.execute('SELECT path, value FROM nodes WHERE parent_path = ?', (parent_path,))\n", + " return cursor.fetchall()\n", + "\n", + "# Beispielverwendung\n", + "insert_node(\"/a/b/c\", \"Daten bei /a/b/c\")\n", + "insert_node(\"/a/b/d\", \"Daten bei /a/b/d\")\n", + "insert_node(\"/a/x/y\", \"Daten bei /a/x/y\")\n", + "\n", + "# Kinder von \"/a/b\" abrufen\n", + "print(\"Kinder von /a/b:\")\n", + "for child in get_children(\"/a/b\"):\n", + " print(child)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem39", + "language": "python", + "name": "sfem39" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/json1sqlitestore-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/json1sqlitestore-checkpoint.ipynb new file mode 100644 index 0000000..97e3490 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/json1sqlitestore-checkpoint.ipynb @@ -0,0 +1,141 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9739dedb-768a-4f9f-ab18-60346e67f5c7", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.25.1\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d3bea38f-4184-4be4-817e-0410ef9cd445", + "metadata": {}, + "outputs": [], + "source": [ + "import sdata.iolib.json1sqlitestore\n", + "from sdata.iolib.json1sqlitestore import JSONSQLiteStore" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d948140a-4d82-47ab-9da5-b08f0d3fc1cc", + "metadata": {}, + "outputs": [ + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: '/tmp/json1store.sqlite'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m db_path \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/tmp\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mjson1store.sqlite\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 2\u001b[0m os\u001b[38;5;241m.\u001b[39mremove(db_path)\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m JSONSQLiteStore(db_path) \u001b[38;5;28;01mas\u001b[39;00m store:\n\u001b[1;32m 5\u001b[0m \u001b[38;5;66;03m# Einfügen\u001b[39;00m\n\u001b[1;32m 6\u001b[0m uid \u001b[38;5;241m=\u001b[39m store\u001b[38;5;241m.\u001b[39minsert({\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124muser\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124malice\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mscore\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m42\u001b[39m})\n", + "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/tmp/json1store.sqlite'" + ] + } + ], + "source": [ + "db_path = os.path.join(\"/tmp\", \"json1store.sqlite\")\n", + "if os.path.exists(db_path):\n", + " os.remove(db_path)\n", + "\n", + "with JSONSQLiteStore(db_path) as store:\n", + " # Einfügen\n", + " uid = store.insert({\"user\": \"alice\", \"score\": 42})\n", + " print(\"Neue ID:\", uid)\n", + " uid = store.insert({\"user\": \"alices\", \"score\": 43})\n", + " print(\"Neue ID:\", uid)\n", + "\n", + " # Lesen\n", + " alice = store.get(uid)\n", + " print(\"Gelesen:\", alice)\n", + "\n", + " # Batch-Einfüge\n", + " for u in [{\"user\": \"bob\", \"score\": 37}, {\"user\": \"carol\", \"score\": 58}]:\n", + " store.insert(u)\n", + "\n", + " # Suche nach high scores\n", + " highs = store.find_by(\"score\", \">\", 40)\n", + " print(\"Highscores:\", highs)\n", + "\n", + " # Update (ganzes Objekt)\n", + " if alice:\n", + " alice[\"score\"] = 99\n", + " store.update(uid, alice)\n", + "\n", + " # Löschen\n", + " store.delete(uid)\n", + "\n", + " # Alle Datensätze via Iterator\n", + " for rec in store:\n", + " print(\"Datensatz:\", rec)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "570512c1-0855-440b-b9e5-09043a7bb61b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/loremipsum-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/loremipsum-checkpoint.ipynb new file mode 100644 index 0000000..7fec515 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/loremipsum-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/nist_MedMnSteel_gist-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/nist_MedMnSteel_gist-checkpoint.ipynb new file mode 100644 index 0000000..f492363 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/nist_MedMnSteel_gist-checkpoint.ipynb @@ -0,0 +1,595 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "import requests\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Load data from gist\n", + "\n", + "## MedMnSteel\n", + "\n", + "* https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9\n", + "\n", + " * [medmnsteel_0.01mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_1_rd.json)\n", + " * [medmnsteel_0.01mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_2_rd.json)\n", + " * [medmnsteel_0.1mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_1_rd.json)\n", + " * [medmnsteel_0.1mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_2_rd.json)\n", + " * [medmnsteel_1mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_1mps_1_rd.json)\n", + " * [medmnsteel_1mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_1mps_2_rd.json)\n", + " * [medmnsteel_10mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/00d591b738de21abac13eed50e4bd3a7d2b6c741/medmnsteel_10mps_1_rd.json)\n", + " * [medmnsteel_10mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_10mps_2_rd.json)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "urls = [\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_1mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_1mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/00d591b738de21abac13eed50e4bd3a7d2b6c741/medmnsteel_10mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_10mps_2_rd.json\",\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "datas = []\n", + "for url in urls:\n", + " js = requests.get(url).text\n", + " data = sdata.Data.from_json(js)\n", + " datas.append(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f),\n", + " (Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e),\n", + " (Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915),\n", + " (Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15),\n", + " (Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458),\n", + " (Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd),\n", + " (Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c),\n", + " (Data 'MedMnSteel_10mps_2_RD':2d7561f7fe493e00841fce986690d685)]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datas" + ] + }, + { + "cell_type": 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uuiduuid2d7561f7fe493e00841fce986690d685str-
Test NameTest Name10mps(2)str
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OrientationOrientationRDstr
timetimeNaNfloatsTime$t$
displacementdisplacementNaNfloatmmExtension$u$
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sig_techsig_techNaNfloatMPaEngineering Stress$\\sigma_{tech}$
eps_trueeps_trueNaNfloat-True Strain$\\sigma_{true}$
sig_truesig_trueNaNfloatMPaTrue Stress$\\varepsilon_{true}$
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Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " x_name = \"eps_tech\"\n", + " y_name = \"sig_tech\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"eps_true\"\n", + " y_name = \"sig_true\"\n", + " df = data.df\n", + " \n", + " idxmax = df[\"force\"].argmax()\n", + " \n", + " ax.plot(df[x_name][:idxmax], df[y_name][:idxmax], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/nist_MedMnSteel_preparation-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/nist_MedMnSteel_preparation-checkpoint.ipynb new file mode 100644 index 0000000..4bf63b7 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/nist_MedMnSteel_preparation-checkpoint.ipynb @@ -0,0 +1,1453 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.metadata import extract_name_unit\n", + "from sdata.timestamp import TimeStamp\n", + "import uuid\n", + "import openpyxl\n", + "import matplotlib.pyplot as plt\n", + "import datetime\n", + "import re\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-12-10'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "today = datetime.datetime.today()\n", + "todaystr = datetime.date(today.year, today.month, today.day).isoformat()\n", + "todaystr" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-12-10T00:00:00+00:00'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TimeStamp(todaystr).utc" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['medmnsteel_10mps_2_rd.json',\n", + " 'medmnsteel_1mps_1_rd.csv',\n", + " 'medmnsteel_10mps_1_rd.csv',\n", + " 'medmnsteel_0.01mps_1_rd.csv',\n", + " 'medmnsteel_0.01mps_2_rd.csv',\n", + " 'medmnsteel_1mps_2_rd.csv',\n", + " 'MedMnSteel_se_tech.png',\n", + " 'medmnsteel_10mps_1_rd.json',\n", + " 'MedMnSteel_se_tech.pdf',\n", + " 'medmnsteel_0.1mps_1_rd.json',\n", + " 'medmnsteel_10mps_2_rd.xlsx',\n", + " 'MedMnSteel_Fu.pdf',\n", + " 'medmnsteel_10mps_2_rd.csv',\n", + " 'medmnsteel_10mps_1_rd.xlsx',\n", + " 'medmnsteel_0.01mps_1_rd.xlsx',\n", + " 'MedMnSteel_se_true.png',\n", + " 'medmnsteel_1mps_1_rd.xlsx',\n", + " 'medmnsteel_1mps_2_rd.xlsx',\n", + " 'medmnsteel_0.1mps_2_rd.csv',\n", + " 'Med_Mn_S70_CMAT_LGH_edited.xlsx',\n", + " 'medmnsteel_1mps_1_rd.json',\n", + " 'MedMnSteel_se_true.pdf',\n", + " 'README.md',\n", + " 'medmnsteel_0.1mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_2_rd.xlsx',\n", + " 'medmnsteel_0.1mps_1_rd.xlsx',\n", + " 'medmnsteel_0.1mps_2_rd.xlsx',\n", + " 'MedMnSteel_fu.png',\n", + " '20mm_HighRate_TensileGeometry.pdf',\n", + " 'MedMnSteel_fu.pdf',\n", + " 'medmnsteel_0.1mps_1_rd.csv',\n", + " 'medmnsteel_1mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_1_rd.json']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "workpath = \"/home/ingolf.lepenies/projects/sdata_import/data/nist_111256_823-UT_H_Steel/\"\n", + "workpath\n", + "os.listdir(workpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata_import/data/nist_111256_823-UT_H_Steel/Med_Mn_S70_CMAT_LGH_edited.xlsx'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filename = \"Med_Mn_S70_CMAT_LGH_edited.xlsx\"\n", + "filepath = os.path.join(workpath, filename)\n", + "filepath" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['10mps(1)-RD',\n", + " '10mps(2)-RD',\n", + " '1mps(1)-RD',\n", + " '1mps(2)-RD',\n", + " '0.1mps(1)-RD',\n", + " '0.1mps(2)-RD',\n", + " '0.01mps(1)-RD',\n", + " '0.01mps(2)-RD',\n", + " 'eng(stressvsstrain)-RD']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wb = openpyxl.load_workbook(filename=filepath)\n", + "sheet_names = wb.sheetnames\n", + "sheet_names" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10mps 1\n", + "10mps_1_RD\n", + "10mps 2\n", + "10mps_2_RD\n", + "1mps 1\n", + "1mps_1_RD\n", + "1mps 2\n", + "1mps_2_RD\n", + "0.1mps 1\n", + "0.1mps_1_RD\n", + "0.1mps 2\n", + "0.1mps_2_RD\n", + "0.01mps 1\n", + "0.01mps_1_RD\n", + "0.01mps 2\n", + "0.01mps_2_RD\n", + "eng(stressvsstrain)-RD\n" + ] + } + ], + "source": [ + "def get_name(value):\n", + " pattern4 = r'([\\w\\s\\.]+)\\((\\w)\\)'\n", + " match4 = re.search(pattern4, value)\n", + " match4\n", + " if match4:\n", + " name = match4.group(1)\n", + " unit = match4.group(2)\n", + " print(name, unit)\n", + " return \"_\".join([name, unit, \"RD\"])\n", + " else:\n", + " return value\n", + "for sheet_name in sheet_names:\n", + " print(get_name(sheet_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "description = \"\"\"# High strain rate data for Medium Mn 2 (10 Wt. % Mn) Steel\n", + "\n", + "nist_111256_823_UT_H_Steel\n", + "\n", + "## Autors\n", + "\n", + "Hector, Lou\n", + "Alturk, Rakan\n", + "\n", + "## Description\n", + "\n", + "A General Motors Instron VHS 2-Column Servo-Hydraulic Test Unit with High Speed Stereo Digital Image Correlation for strain measurement and dual strain gauges for load measurement were used. Materials were tested at room temperature and nominal strain rate of 0.5/s, 5/s, 50/s and 500/s. Data file consists of a true stress, true strain, engineering stress and engineering strain data.\n", + "\n", + "## URI\n", + " \n", + "* http://hdl.handle.net/11256/823\n", + "* https://materialsdata.nist.gov/handle/11256/823\n", + "\n", + "## Collections\n", + "\n", + " High Strain Rate Data Results Generated at GM R&D\n", + "\n", + "## Lizenz\n", + "\n", + "Creative Commons Lizenz\n", + "\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Time (s)': 'time',\n", + " 'Extension (mm)': 'displacement',\n", + " 'Load (kN)': 'force',\n", + " 'Engineering Strain': 'eps_tech',\n", + " 'Engineering Stress (MPa)': 'sig_tech',\n", + " 'True Strain': 'eps_true',\n", + " 'True Stress (MPa)': 'sig_true'}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mapper = {'Time (s)':'time',\n", + " 'Extension (mm)':'displacement',\n", + " 'Load (kN)':'force',\n", + " 'Engineering Strain':'eps_tech',\n", + " 'Engineering Stress (MPa)':'sig_tech',\n", + " 'True Strain':'eps_true',\n", + " 'True Stress (MPa)':'sig_true'}\n", + "mapper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'time': {'name': 'time',\n", + " 'value': None,\n", + " 'unit': 's',\n", + " 'dtype': 'float',\n", + " 'description': 'Time',\n", + " 'label': '$t$'},\n", + " 'displacement': {'name': 'displacement',\n", + " 'value': None,\n", + " 'unit': 'mm',\n", + " 'dtype': 'float',\n", + " 'description': 'Extension',\n", + " 'label': '$u$'},\n", + " 'force': {'name': 'force',\n", + " 'value': None,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'Load',\n", + " 'label': '$F$'},\n", + " 'eps_tech': {'name': 'eps_tech',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Strain',\n", + " 'label': '$\\\\varepsilon_{tech}$'},\n", + " 'sig_tech': {'name': 'sig_tech',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Stress',\n", + " 'label': '$\\\\sigma_{tech}$'},\n", + " 'eps_true': {'name': 'eps_true',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'True Strain',\n", + " 'label': '$\\\\sigma_{true}$'},\n", + " 'sig_true': {'name': 'sig_true',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'True Stress',\n", + " 'label': '$\\\\varepsilon_{true}$'}}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns = {'time': {'name': 'time',\n", + " 'value': None,\n", + " 'unit': 's',\n", + " 'dtype': 'float',\n", + " 'description': 'Time',\n", + " 'label': '$t$'},\n", + "'displacement': {'name': 'displacement',\n", + " 'value': None,\n", + " 'unit': 'mm',\n", + " 'dtype': 'float',\n", + " 'description': 'Extension',\n", + " 'label': '$u$'},\n", + "'force': {'name': 'force',\n", + " 'value': None,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'Load',\n", + " 'label': '$F$'},\n", + "'eps_tech': {'name': 'eps_tech',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Strain',\n", + " 'label': r'$\\varepsilon_{tech}$'},\n", + "'sig_tech': {'name': 'sig_tech',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Stress',\n", + " 'label': r'$\\sigma_{tech}$'},\n", + "'eps_true': {'name': 'eps_true',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'True Strain',\n", + " 'label': r'$\\sigma_{true}$'},\n", + "'sig_true': {'name': 'sig_true',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'True Stress',\n", + " 'label': r'$\\varepsilon_{true}$'},\n", + " }\n", + "columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sheet_name = sheet_names[0]\n", + "matname = \"MedMnSteel\"\n", + "def read_test0(sheet_name):\n", + " os_sheet_name = get_name(sheet_name)\n", + " df_meta = pd.read_excel(filepath, usecols=[0,1], \n", + " sheet_name=sheet_name)\n", + " df_meta.dropna(inplace=True)\n", + " df_meta.columns=[\"name\", \"value\"]\n", + " d = dict(df_meta.values.tolist())\n", + " m = sdata.Metadata.from_dict(d)\n", + " df= pd.read_excel(filepath, usecols=[4,5,6,7,8,9,10],\n", + " skiprows=1,\n", + " sheet_name=sheet_name)\n", + "# df.dropna(inplace=True)\n", + "# df.rename(columns=mapper, inplace=True)\n", + "# testname = matname+\"_\" + os_sheet_name\n", + " s = sdata.Data(name=testname,\n", + " table=df, \n", + " uuid=sdata.uuid_from_str(testname+TimeStamp(todaystr).utc),\n", + " description=description)\n", + " for x in m.to_dict().values():\n", + " name, unit = extract_name_unit(x[\"name\"])\n", + " x[\"name\"] = name\n", + " x[\"unit\"] = unit\n", + " try:\n", + " x[\"value\"] = float(x[\"value\"])\n", + " x[\"dtype\"] = \"float\"\n", + " except:\n", + " pass\n", + "# print(x)\n", + " s.metadata.add(**x)\n", + " for col in columns.values():\n", + " s.metadata.add(**col)\n", + " s.metadata.add(\"name\", value=testname, label=sheet_name)\n", + " s.metadata.add(\"License\", \"Creative Commons Lizenz\")\n", + " s.metadata.add(\"Source\", \"https://materialsdata.nist.gov/handle/11256/823\")\n", + "# s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc, dtype=\"timestamp\")\n", + " s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc)\n", + " \n", + " return s\n", + "s = read_test(sheet_name)\n", + "s.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10mps 1\n" + ] + }, + { + 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namevaluedtypeunitdescriptionlabel
key
sdata_versionsdata_version0.9.2str
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
Test NameTest Name10mps(1)str
MaterialMaterialMed Mn Steelstr
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
Gauge LengthGauge Length20floatmm
Target Strain RateTarget Strain Rate500float1/s
OrientationOrientationRDstr
timetimeNaNfloatsTime$t$
displacementdisplacementNaNfloatmmExtension$u$
forceforceNaNfloatkNLoad$F$
eps_techeps_techNaNfloat-Engineering Strain$\\varepsilon_{tech}$
sig_techsig_techNaNfloatMPaEngineering Stress$\\sigma_{tech}$
eps_trueeps_trueNaNfloat-True Strain$\\sigma_{true}$
sig_truesig_trueNaNfloatMPaTrue Stress$\\varepsilon_{true}$
LicenseLicenseCreative Commons Lizenzstr-
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
sdata_datesdata_date2020-12-10T00:00:00+00:00str-
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10mps(1)-RD \n", + "uuid - \n", + "Test Name \n", + "Material \n", + "Thickness mm \n", + "Width mm \n", + "Gauge Length mm \n", + "Target Strain Rate 1/s \n", + "Orientation \n", + "time s Time $t$ \n", + "displacement mm Extension $u$ \n", + "force kN Load $F$ \n", + "eps_tech - Engineering Strain $\\varepsilon_{tech}$ \n", + "sig_tech MPa Engineering Stress $\\sigma_{tech}$ \n", + "eps_true - True Strain $\\sigma_{true}$ \n", + "sig_true MPa True Stress $\\varepsilon_{true}$ \n", + "License - \n", + "Source - \n", + "sdata_date - " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sheet_name = sheet_names[0]\n", + "matname = \"MedMnSteel\"\n", + "def read_test(sheet_name):\n", + " os_sheet_name = get_name(sheet_name)\n", + " df_meta = pd.read_excel(filepath, usecols=[0,1], \n", + " sheet_name=sheet_name)\n", + " df_meta.dropna(inplace=True)\n", + " df_meta.columns=[\"name\", \"value\"]\n", + " d = dict(df_meta.values.tolist())\n", + " m = sdata.Metadata.from_dict(d)\n", + " df= pd.read_excel(filepath, usecols=[4,5,6,7,8,9,10],\n", + " skiprows=1,\n", + " sheet_name=sheet_name)\n", + " df.dropna(inplace=True)\n", + " df.rename(columns=mapper, inplace=True)\n", + " testname = matname+\"_\" + os_sheet_name\n", + " s = sdata.Data(name=testname,\n", + " table=df, \n", + " uuid=sdata.uuid_from_str(testname+TimeStamp(todaystr).utc),\n", + " description=description)\n", + " for x in m.to_dict().values():\n", + " name, unit = extract_name_unit(x[\"name\"])\n", + " x[\"name\"] = name\n", + " x[\"unit\"] = unit\n", + " try:\n", + " x[\"value\"] = float(x[\"value\"])\n", + " x[\"dtype\"] = \"float\"\n", + " except:\n", + " pass\n", + "# print(x)\n", + " s.metadata.add(**x)\n", + " for col in columns.values():\n", + " s.metadata.add(**col)\n", + " s.metadata.add(\"name\", value=testname, label=sheet_name)\n", + " s.metadata.add(\"License\", \"Creative Commons Lizenz\")\n", + " s.metadata.add(\"Source\", \"https://materialsdata.nist.gov/handle/11256/823\")\n", + "# s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc, dtype=\"timestamp\")\n", + " s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc)\n", + " \n", + " return s\n", + "s = read_test(sheet_name)\n", + "s.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'Target Strain Rate':500.0(float))" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.metadata.get(\"Target Strain Rate\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[['sdata_version', '0.9.2', 'str', '', '', ''],\n", + " ['name', 'MedMnSteel_10mps_1_RD', 'str', '-', '', '10mps(1)-RD'],\n", + " ['uuid', '2b8fe212a41a30a4955f869cfdde046c', 'str', '-', '', ''],\n", + " ['Test Name', '10mps(1)', 'str', '', '', ''],\n", + " ['Material', 'Med Mn Steel', 'str', '', '', ''],\n", + " ['Thickness', 1.25, 'float', 'mm', '', ''],\n", + " ['Width', 7.43, 'float', 'mm', '', ''],\n", + " ['Gauge Length', 20.0, 'float', 'mm', '', ''],\n", + " ['Target Strain Rate', 500.0, 'float', '1/s', '', ''],\n", + " ['Orientation', 'RD', 'str', '', '', ''],\n", + " ['time', nan, 'float', 's', 'Time', '$t$'],\n", + " ['displacement', nan, 'float', 'mm', 'Extension', '$u$'],\n", + " ['force', nan, 'float', 'kN', 'Load', '$F$'],\n", + " ['eps_tech',\n", + " nan,\n", + " 'float',\n", + " '-',\n", + " 'Engineering Strain',\n", + " '$\\\\varepsilon_{tech}$'],\n", + " ['sig_tech', nan, 'float', 'MPa', 'Engineering Stress', '$\\\\sigma_{tech}$'],\n", + " ['eps_true', nan, 'float', '-', 'True Strain', '$\\\\sigma_{true}$'],\n", + " ['sig_true', nan, 'float', 'MPa', 'True Stress', '$\\\\varepsilon_{true}$'],\n", + " ['License', 'Creative Commons Lizenz', 'str', '-', '', ''],\n", + " ['Source',\n", + " 'https://materialsdata.nist.gov/handle/11256/823',\n", + " 'str',\n", + " '-',\n", + " '',\n", + " ''],\n", + " ['sdata_date', '2020-12-10T00:00:00+00:00', 'str', '-', '', '']]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.metadata.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "plotname = matname + \"_se_tech\"\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + "# print(data)\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " x_name = \"eps_tech\"\n", + " y_name = \"sig_tech\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], \n", + " label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), \n", + " marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(workpath, plotname+\".png\"))\n", + "fig.savefig(os.path.join(workpath, plotname+\".pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c)\n", + "(Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458)\n", + "(Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd)\n", + "(Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915)\n", + "(Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15)\n", + "(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f)\n", + "(Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:1402: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "plotname = matname + \"_fu\"\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " print(data)\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], \n", + " label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), \n", + " marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(workpath, plotname+\".png\"))\n", + "fig.savefig(os.path.join(workpath, plotname+\".pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c)\n", + "(Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458)\n", + "(Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd)\n", + "(Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915)\n", + "(Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15)\n", + "(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f)\n", + "(Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:1402: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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20.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
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NaN 0.00025 -0.000008 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "20383 0.000000 -4.653629e-18 -4.680097e-18 TCT NaN \n", + "20384 -0.000006 -3.317925e-06 -2.160316e-05 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "20383 C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S 0.00025 mm/mm/s \n", + "20384 C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "22468 1939.1002 -34.5120 7781.5 285.652824 0.261919 360.470608 \n", + "22469 1940.1002 -34.4984 7693.0 282.404058 0.262425 356.514083 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "22468 0.232633 S191107-ERR-272 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "22469 0.233035 S191107-ERR-272 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "22468 0.261919 0.295023 0.260069 0.298135 TCT NaN \n", + "22469 0.262425 0.295942 0.260425 0.299099 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "22468 C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S 0.00025 mm/mm/s \n", + "22469 C00Al6xxxT4_Numisheet2020R01T1.521W17.91-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "22470 0.0000 -44.9048 -6.5 -0.239537 0.000000 -0.239537 0.000000 \n", + "22471 0.4502 -44.9104 -10.0 -0.368519 0.000008 -0.368522 0.000008 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "22470 S191107-ERR-273 6xxxT4 A36R19W18 ... NaN 0.00025 0.000000 \n", + "22471 S191107-ERR-273 6xxxT4 A36R19W18 ... NaN 0.00025 0.000008 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "22470 0.000000 -4.411961e-18 -3.992681e-18 TCT NaN \n", + "22471 -0.000006 1.537334e-05 2.384024e-06 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "22470 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "22471 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "24563 1938.6000 -34.4856 8080.5 297.781646 0.261416 375.626512 \n", + "24564 1939.6001 -34.4856 8038.0 296.215441 0.261861 373.782853 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "24563 0.232235 S191107-ERR-273 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "24564 0.232588 S191107-ERR-273 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "24563 0.261416 0.298879 0.255194 0.294754 TCT NaN \n", + "24564 0.261861 0.299714 0.255537 0.295435 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "24563 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "24564 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "24565 0.0000 -44.9072 -11.5 -0.421845 0.000000 -0.421845 0.000000 \n", + "24566 0.4503 -44.9128 -8.0 -0.293457 -0.000015 -0.293453 -0.000015 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "24565 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 0.000000 \n", + "24566 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 -0.000015 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "24565 0.000000 -2.673089e-18 -3.180721e-18 TCT NaN \n", + "24566 -0.000045 -6.310410e-06 -1.240945e-05 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "24565 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "24566 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "26633 1915.1841 -34.7008 7786.5 285.625724 0.242477 354.883521 \n", + "26634 1916.1841 -34.6880 7727.0 283.443135 0.242922 352.297746 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "26633 0.217107 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "26634 0.217465 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "26633 0.242477 0.237493 0.243273 0.237124 TCT NaN \n", + "26634 0.242922 0.237464 0.243481 0.236934 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "26633 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "26634 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "26635 0.0000 -44.9000 -6.5 -0.3417 0.000000 -0.341700 0.000000 \n", + "26636 0.4503 -44.8944 -13.0 -0.6834 0.000033 -0.683422 0.000033 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "26635 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 0.000000 \n", + "26636 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 0.000033 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID NumisheetID \\\n", + "index \n", + "26635 0.000000 -7.410309e-18 -7.648718e-18 TCT NaN NaN \n", + "26636 0.000058 3.392223e-05 4.546931e-05 TCT NaN NaN \n", + "\n", + " dedtnomlabel \n", + "index \n", + "26635 0.00025 mm/mm/s \n", + "26636 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "27778 929.9504 -39.6488 20254.0 1064.736662 0.153742 1228.431038 \n", + "27779 930.9505 -39.6360 20132.0 1058.323219 0.154215 1221.532737 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "27778 0.143010 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 \n", + "27779 0.143421 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID NumisheetID \\\n", + "index \n", + "27778 0.153742 0.183458 0.154888 0.187130 TCT NaN NaN \n", + "27779 0.154215 0.184313 0.155226 0.187835 TCT NaN NaN \n", + "\n", + " dedtnomlabel \n", + "index \n", + "27778 0.00025 mm/mm/s \n", + "27779 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n" + ] + } + ], + "source": [ + "#for matname, df_mat in df_exp.groupby(\"Material\"):\n", + "for expname, df in df_exp.groupby(\"Experiment\"):\n", + " print(matname)\n", + " print(df.head(2))\n", + " print(df.tail(2))" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'N'" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.get(y).unit" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "E190926-WEL-002\n", + "E191001-WEL-002\n", + "E191002-WEL-001\n", + "E191002-WEL-002\n", + "E191015-WEL-001\n", + "E200131-WEL-004\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Estress [MPa]')" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,5])\n", + "for matname, df_mat in df_exp.groupby(\"Material\"):\n", + " if not matname.startswith(\"DP1180\"):\n", + " continue\n", + " \n", + " for expname, df in df_mat.groupby(\"Experiment\"):\n", + " print(expname)\n", + " x_name = \"Estrain\"\n", + " y_name = \"Estress\"\n", + " ax.plot(df[x_name], df[y_name], label=\"{}, {}\".format(matname, expname))\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(\"{0.name} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.name} [{0.unit}]\".format(y_attr))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Force [N]')" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,5])\n", + "for expname, df in df_exp.groupby(\"Experiment\"):\n", + " x_name = \"Displacement\"\n", + " y_name = \"Force\"\n", + " ax.plot(df[x_name], df[y_name], label=expname)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(\"{0.name} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.name} [{0.unit}]\".format(y_attr))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DP1180 E191001-WEL-002\n", + "163\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Estress [MPa]')" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
index
107900.0000-44.9600-1.5-0.0594340.000000-0.0594340.000000S191107-ERR-177DP980A36R19W18...NaN0.000250.0000000.000000-3.431153e-18-3.240499e-18TCTLot #45: 1.40N CR700Y980T-DP-EGxxGxxGC00FeDP980_Numisheet2020R03T1.409W17.91-S0.00025 mm/mm/s
107910.3503-44.9576-3.5-0.138680-0.000008-0.138679-0.000008S191107-ERR-177DP980A36R19W18...NaN0.00025-0.000008-0.0000081.210824e-062.222891e-06TCTLot #45: 1.40N CR700Y980T-DP-EGxxGxxGC00FeDP980_Numisheet2020R03T1.409W17.91-S0.00025 mm/mm/s
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2 rows × 21 columns

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" + ], + "text/plain": [ + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "10790 0.0000 -44.9600 -1.5 -0.059434 0.000000 -0.059434 0.000000 \n", + "10791 0.3503 -44.9576 -3.5 -0.138680 -0.000008 -0.138679 -0.000008 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "10790 S191107-ERR-177 DP980 A36R19W18 ... NaN 0.00025 0.000000 \n", + "10791 S191107-ERR-177 DP980 A36R19W18 ... NaN 0.00025 -0.000008 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "10790 0.000000 -3.431153e-18 -3.240499e-18 TCT \n", + "10791 -0.000008 1.210824e-06 2.222891e-06 TCT \n", + "\n", + " ASPID \\\n", + "index \n", + "10790 Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG \n", + "10791 Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "10790 C00FeDP980_Numisheet2020R03T1.409W17.91-S 0.00025 mm/mm/s \n", + "10791 C00FeDP980_Numisheet2020R03T1.409W17.91-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [], + "source": [ + "import copy\n", + "data_dp980=copy.deepcopy(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "data_dp980.df = df.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SpecimenSpecimenNonestrNaNNCAL Specimen descriptorNone
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...None
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...None
PathPathNonestrNaNstrain path for test C=compression, T =tensionNone
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...None
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocityNone
ASPIDASPIDNonestrNaNASP Materials Bank IDNone
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rateNone
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis labelNone
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...None
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...None
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...None
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...None
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TimeTimeNonefloatsTimeNone
DisplacementDisplacementNonefloatmmActuator displacementNone
ForceForceNonefloatNLoad washer forceNone
EstressEstressNonefloatMPaEngineering stressNone
EstrainEstrainNonefloatmm/mmEngineering strainNone
TstressTstressNonefloatMPaTrue stressNone
TstrainTstrainNonefloatmm/mmTrue strainNone
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...None
ExperimentExperimentE191121-WEL-002strNaNNCAL Experiment descriptorNone
SpecimenSpecimenS191107-ERR-177strNaNNCAL Specimen descriptorNone
MaterialMaterialDP980strNaNdescribes heat treatment. Retained for compati...None
GeometryGeometryA36R19W18strNaNdescription of major specimen geometry compone...None
PathPathTCTstrNaNstrain path for test C=compression, T =tensionNone
NumisheetIDNumisheetIDC00FeDP980_Numisheet2020R03T1.409W17.91-SstrNaNNumisheet 2020 Material designation, per Tom S...None
IntendedRateIntendedRate0.00025floatmm/sIntended actuator velocityNone
ASPIDASPIDLot #45: 1.40N CR700Y980T-DP-EGxxGxxGstrNaNASP Materials Bank IDNone
dedtdedtNaNfloatmm/mm/sachieved specimen engineering strain rateNone
dedtnomlabeldedtnomlabel0.00025floatmm/mm/sconvenient axis labelNone
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...None
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...None
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...None
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...None
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None \n", + "Experiment NCAL Experiment descriptor None \n", + "Specimen NCAL Specimen descriptor None \n", + "Material describes heat treatment. Retained for compati... None \n", + "Geometry description of major specimen geometry compone... None \n", + "Path strain path for test C=compression, T =tension None \n", + "NumisheetID Numisheet 2020 Material designation, per Tom S... None \n", + "IntendedRate Intended actuator velocity None \n", + "ASPID ASP Materials Bank ID None \n", + "dedt achieved specimen engineering strain rate None \n", + "dedtnomlabel convenient axis label None \n", + "StrainA Engineering strain based on a gauge length equ... None \n", + "StrainfG Engineering strain based on a gauge length equ... None \n", + "eyyA Average engineering strain in the entire reduc... None \n", + "eyyfgA Average engineering strain in the central 4/7 ... None \n", + "name \n", + "uuid " + ] + }, + "execution_count": 112, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_dp980.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Time 0\n", + "Displacement -44.96\n", + "Force -1.5\n", + "Estress -0.0594342\n", + "Estrain 0\n", + "Tstress -0.0594342\n", + "Tstrain 0\n", + "Specimen S191107-ERR-177\n", + "Material DP980\n", + "Geometry A36R19W18\n", + "Experiment E191121-WEL-002\n", + "dedt NaN\n", + "IntendedRate 0.00025\n", + "StrainA 0\n", + "StrainfG 0\n", + "eyyA -3.43115e-18\n", + "eyyfgA -3.2405e-18\n", + "Path TCT\n", + "ASPID Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG\n", + "NumisheetID C00FeDP980_Numisheet2020R03T1.409W17.91-S\n", + "dedtnomlabel 0.00025 mm/mm/s\n", + "Name: 10790, dtype: object" + ] + }, + "execution_count": 113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.iloc[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data_dp980.to_xlsx(os.path.join(workpath, data_dp980.osname+\".xlsx\"))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/process-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/process-checkpoint.ipynb new file mode 100644 index 0000000..01a6da9 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/process-checkpoint.ipynb @@ -0,0 +1,799 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "301b598b-f0ba-400d-90c9-d8142e620d66", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.process import SpecificInput, SpecificOutput, ProcessData, ProcessNode, SpecificProcessNode\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8209278a-a51e-4fea-9da1-4639f585d955", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_sname_sdata_snameSpecificOutput@output1@a1e869de06c64810bc72e94...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYTFlODY5ZGUwNmM2NDgxMGJjNzJlOTQzODNjYmE1NTZTcG...-strSuper Universally Unique IdentifierTrue
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cc4.2-floatFalse
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "c c \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class SpecificOutput - \n", + "_sdata_name Output1 - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname SpecificOutput@output1@a1e869de06c64810bc72e94... - \n", + "_sdata_suuid YTFlODY5ZGUwNmM2NDgxMGJjNzJlOTQzODNjYmE1NTZTcG... - \n", + "_sdata_version 0.26.0 - \n", + "c 4.2 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "c float \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True \n", + "c False " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "node.outputs['output1'].mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "41da2311-3e0f-4dff-aaf9-ec8d94444111", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Valid node ran successfully.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "input_a = SpecificInput(name=\"input\", attributes=[{\"name\": \"a\", \"value\": 1.2},\n", + " {\"name\": \"b\", \"value\": 3}])\n", + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\", metadata={\"data\": \"value\"})}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1f87b6f-75d4-4aca-b820-567b91a63790", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/read_numisheet_2020-Copy2-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/read_numisheet_2020-Copy2-checkpoint.ipynb new file mode 100644 index 0000000..3094072 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/read_numisheet_2020-Copy2-checkpoint.ipynb @@ -0,0 +1,3017 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:54:34 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['analyze-NS-rawdata.csv',\n", + " 'numisheet_2020_tensioncompression.xlsx',\n", + " '.~lock.numisheet_2020_tensioncompression.xlsx#',\n", + " 'README.md',\n", + " 'analyze-NS-rawdata-attributes.csv',\n", + " 'numisheet_2020_tensioncompression.json']" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "workpath = os.path.abspath(os.path.join(\"..\", \"data\", \"numisheet_2020\"))\n", + "workpath\n", + "os.listdir(workpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nameunitTypedescriptionAxisLabeltypedtype
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1DisplacementmmRealActuator displacementActuator displacement /mmRealfloat
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4EstressMPaRealEngineering stressNaNRealfloat
5Estrainmm/mmRealEngineering strainNaNRealfloat
6TstressMPaRealTrue stressNaNRealfloat
7Tstrainmm/mmRealTrue strainNaNRealfloat
8EstrainRatemm/mm/sRealEngineering strain rate computed from smooth s...NaNRealfloat
9ExperimentNaNCharNCAL Experiment descriptorNaNCharstr
10SpecimenNaNCharNCAL Specimen descriptorNaNCharstr
11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaNCharstr
12MaterialNaNChardescribes heat treatment. Retained for compati...NaNCharstr
13GeometryNaNChardescription of major specimen geometry compone...NaNCharstr
15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNCharstr
17IntendedRatemm/sRealIntended actuator velocityNaNRealfloat
18ASPIDNaNCharASP Materials Bank IDNaNCharstr
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNRealfloat
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacterfloat
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNRealfloat
22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaNnanfloat
23eyyAmm/mmRealAverage engineering strain in the entire reduc...NaNRealfloat
24eyyfgAmm/mmRealAverage engineering strain in the central 4/7 ...NaNRealfloat
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3ForceNLoad washer forceRealfloatNone
4EstressMPaEngineering stressRealfloatNone
5Estrainmm/mmEngineering strainRealfloatNone
6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
9ExperimentNaNNCAL Experiment descriptorCharstrNone
10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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name
TimeTimeNonefloatsTime
DisplacementDisplacementNonefloatmmActuator displacement
ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
..................................................................
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6TstressMPaRealTrue stressNaNReal
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9ExperimentNaNCharNCAL Experiment descriptorNaNChar
10SpecimenNaNCharNCAL Specimen descriptorNaNChar
11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaNChar
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13GeometryNaNChardescription of major specimen geometry compone...NaNChar
15PathNaNCharstrain path for test C=compression, T =tensionNaNChar
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNChar
17IntendedRatemm/sRealIntended actuator velocityNaNReal
18ASPIDNaNCharASP Materials Bank IDNaNChar
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNReal
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacter
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNReal
22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaNnan
23eyyAmm/mmRealAverage engineering strain in the entire reduc...NaNReal
24eyyfgAmm/mmRealAverage engineering strain in the central 4/7 ...NaNReal
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13GeometryNaNChardescription of major specimen geometry compone...NaNCharstr
15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNCharstr
17IntendedRatemm/sRealIntended actuator velocityNaNRealfloat
18ASPIDNaNCharASP Materials Bank IDNaNCharstr
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNRealfloat
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacterfloat
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNRealfloat
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6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
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10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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namevaluedtypeunitdescription
name
TimeTimeNonefloatsTime
DisplacementDisplacementNonefloatmmActuator displacement
ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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namevaluedtypeunitdescription
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TimeTimeNonefloatsTime
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ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
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10.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
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11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaN
12MaterialNaNChardescribes heat treatment. Retained for compati...NaN
13GeometryNaNChardescription of major specimen geometry compone...NaN
15PathNaNCharstrain path for test C=compression, T =tensionNaN
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaN
17IntendedRatemm/sRealIntended actuator velocityNaN
18ASPIDNaNCharASP Materials Bank IDNaN
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20dedtnomlabelNaNCharacterconvenient axis labelNaN
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22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaN
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13GeometryNaNChardescription of major specimen geometry compone...NaN
15PathNaNCharstrain path for test C=compression, T =tensionNaN
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17IntendedRatemm/sRealIntended actuator velocityNaN
18ASPIDNaNCharASP Materials Bank IDNaN
19dedtmm/mm/sRealachieved specimen engineering strain rateNaN
20dedtnomlabelNaNCharacterconvenient axis labelNaN
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22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaN
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15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
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1DisplacementmmActuator displacementRealfloatNone
3ForceNLoad washer forceRealfloatNone
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5Estrainmm/mmEngineering strainRealfloatNone
6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
9ExperimentNaNNCAL Experiment descriptorCharstrNone
10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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" + ], + "text/plain": [ + " name value dtype unit \\\n", + "name \n", + "Time Time None float s \n", + "Displacement Displacement None float mm \n", + "Force Force None float N \n", + "Estress Estress None float MPa \n", + "Estrain Estrain None float mm/mm \n", + "Tstress Tstress None float MPa \n", + "Tstrain Tstrain None float mm/mm \n", + "EstrainRate EstrainRate None float mm/mm/s \n", + "Experiment Experiment None str NaN \n", + "Specimen Specimen None str NaN \n", + "Material Material None str NaN \n", + "Material Material None str NaN \n", + "Geometry Geometry None str NaN \n", + "Path Path None str NaN \n", + "NumisheetID NumisheetID None str NaN \n", + "IntendedRate IntendedRate None float mm/s \n", + "ASPID ASPID None str NaN \n", + "dedt dedt None float mm/mm/s \n", + "dedtnomlabel dedtnomlabel None float NaN \n", + "StrainA StrainA None float mm/mm \n", + "StrainfG StrainfG None float mm/mm \n", + "eyyA eyyA None float mm/mm \n", + "eyyfgA eyyfgA None float mm/mm \n", + "\n", + " description \n", + "name \n", + "Time Time \n", + "Displacement Actuator displacement \n", + "Force Load washer force \n", + "Estress Engineering stress \n", + "Estrain Engineering strain \n", + "Tstress True stress \n", + "Tstrain True strain \n", + "EstrainRate Engineering strain rate computed from smooth s... \n", + "Experiment NCAL Experiment descriptor \n", + "Specimen NCAL Specimen descriptor \n", + "Material Material Descriptor: �1008|Al2024|TRIP� \n", + "Material describes heat treatment. 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TstressTstressNonefloatMPaTrue stress
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ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
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GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
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eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
00.0000-39.84882.00.1066110.000000e+000.1066110.000000e+00S190918-ERR-071DP1180A36R19W18...NaN0.000250.000000e+000.000000e+00-0.000008-1.490744e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
10.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
20.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
..................................................................
27775926.9503-39.672820554.51080.5337081.523150e-011245.1151881.417730e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.523150e-011.809150e-010.1532371.838798e-01TCTNaNNaN0.00025 mm/mm/s
27776927.9503-39.675220452.51075.1716491.527800e-011239.4363731.421764e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.527800e-011.817564e-010.1537661.848752e-01TCTNaNNaN0.00025 mm/mm/s
27777928.9504-39.654420372.51070.9661131.532584e-011235.1007081.425914e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.532584e-011.825970e-010.1542371.858361e-01TCTNaNNaN0.00025 mm/mm/s
27778929.9504-39.648820254.01064.7366621.537417e-011228.4310381.430103e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.537417e-011.834580e-010.1548881.871302e-01TCTNaNNaN0.00025 mm/mm/s
27779930.9505-39.636020132.01058.3232191.542152e-011221.5327371.434206e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.542152e-011.843130e-010.1552261.878355e-01TCTNaNNaN0.00025 mm/mm/s
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indexTimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterial...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
000.0000-39.84882.00.1066110.000000e+000.1066110.000000e+00S190918-ERR-071DP1180...NaN0.000250.000000e+000.000000e+00-0.000008-1.490744e-05TCTLOTNaNNaN
110.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOTNaNNaN
220.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOTNaNNaN
330.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOTNaNNaN
440.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOTNaNNaN
..................................................................
2777527775926.9503-39.672820554.51080.5337081.523150e-011245.1151881.417730e-01S200123-ERR-076DP1180...NaN0.000251.523150e-011.809150e-010.1532371.838798e-01TCTNaNNaN0.00025 mm/mm/s
2777627776927.9503-39.675220452.51075.1716491.527800e-011239.4363731.421764e-01S200123-ERR-076DP1180...NaN0.000251.527800e-011.817564e-010.1537661.848752e-01TCTNaNNaN0.00025 mm/mm/s
2777727777928.9504-39.654420372.51070.9661131.532584e-011235.1007081.425914e-01S200123-ERR-076DP1180...NaN0.000251.532584e-011.825970e-010.1542371.858361e-01TCTNaNNaN0.00025 mm/mm/s
2777827778929.9504-39.648820254.01064.7366621.537417e-011228.4310381.430103e-01S200123-ERR-076DP1180...NaN0.000251.537417e-011.834580e-010.1548881.871302e-01TCTNaNNaN0.00025 mm/mm/s
2777927779930.9505-39.636020132.01058.3232191.542152e-011221.5327371.434206e-01S200123-ERR-076DP1180...NaN0.000251.542152e-011.843130e-010.1552261.878355e-01TCTNaNNaN0.00025 mm/mm/s
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" + ], + "text/plain": [ + " index Time Displacement Force Estress Estrain \\\n", + "0 0 0.0000 -39.8488 2.0 0.106611 0.000000e+00 \n", + "1 1 0.1998 -39.8488 0.0 0.000000 -2.387196e-06 \n", + "2 2 0.3998 -39.8408 0.5 0.026653 -9.703206e-06 \n", + "3 3 0.5997 -39.8464 0.0 0.000000 7.457243e-06 \n", + "4 4 0.7998 -39.8544 1.5 0.079958 -6.686905e-07 \n", + "... ... ... ... ... ... ... \n", + "27775 27775 926.9503 -39.6728 20554.5 1080.533708 1.523150e-01 \n", + "27776 27776 927.9503 -39.6752 20452.5 1075.171649 1.527800e-01 \n", + "27777 27777 928.9504 -39.6544 20372.5 1070.966113 1.532584e-01 \n", + "27778 27778 929.9504 -39.6488 20254.0 1064.736662 1.537417e-01 \n", + "27779 27779 930.9505 -39.6360 20132.0 1058.323219 1.542152e-01 \n", + "\n", + " Tstress Tstrain Specimen Material ... dedt \\\n", + "0 0.106611 0.000000e+00 S190918-ERR-071 DP1180 ... NaN \n", + "1 0.000000 -2.387199e-06 S190918-ERR-071 DP1180 ... NaN \n", + "2 0.026652 -9.703253e-06 S190918-ERR-071 DP1180 ... NaN \n", + "3 0.000000 7.457216e-06 S190918-ERR-071 DP1180 ... NaN \n", + "4 0.079958 -6.686907e-07 S190918-ERR-071 DP1180 ... NaN \n", + "... ... ... ... ... ... ... \n", + "27775 1245.115188 1.417730e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27776 1239.436373 1.421764e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27777 1235.100708 1.425914e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27778 1228.431038 1.430103e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27779 1221.532737 1.434206e-01 S200123-ERR-076 DP1180 ... NaN \n", + "\n", + " IntendedRate StrainA StrainfG eyyA eyyfgA Path \\\n", + "0 0.00025 0.000000e+00 0.000000e+00 -0.000008 -1.490744e-05 TCT \n", + "1 0.00025 -2.387196e-06 -1.660862e-05 -0.000018 -3.191302e-05 TCT \n", + "2 0.00025 -9.703206e-06 -1.199776e-05 -0.000023 -2.356464e-05 TCT \n", + "3 0.00025 7.457243e-06 1.634256e-05 0.000002 8.166672e-07 TCT \n", + "4 0.00025 -6.686905e-07 6.182839e-07 -0.000009 -1.094360e-05 TCT \n", + "... ... ... ... ... ... ... \n", + "27775 0.00025 1.523150e-01 1.809150e-01 0.153237 1.838798e-01 TCT \n", + "27776 0.00025 1.527800e-01 1.817564e-01 0.153766 1.848752e-01 TCT \n", + "27777 0.00025 1.532584e-01 1.825970e-01 0.154237 1.858361e-01 TCT \n", + "27778 0.00025 1.537417e-01 1.834580e-01 0.154888 1.871302e-01 TCT \n", + "27779 0.00025 1.542152e-01 1.843130e-01 0.155226 1.878355e-01 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "0 LOT NaN NaN \n", + "1 LOT NaN NaN \n", + "2 LOT NaN NaN \n", + "3 LOT NaN NaN \n", + "4 LOT NaN NaN \n", + "... ... ... ... \n", + "27775 NaN NaN 0.00025 mm/mm/s \n", + "27776 NaN NaN 0.00025 mm/mm/s \n", + "27777 NaN NaN 0.00025 mm/mm/s \n", + "27778 NaN NaN 0.00025 mm/mm/s \n", + "27779 NaN NaN 0.00025 mm/mm/s \n", + "\n", + "[27780 rows x 22 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import io\n", + "sio = io.StringIO(s)\n", + "pd.read_csv(sio, sep=\";\", comment=\"#\")" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\"sdata_version\", \"value\": \"0.10.1\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"name\": {\"name\": \"name\", \"value\": \"MedMnSteel_10mps_1_RD\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"10mps(1)-RD\"}, \"uuid\": {\"name\": \"uuid\", \"value\": \"2b8fe212a41a30a4955f869cfdde046c\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Test Name\": {\"name\": \"Test Name\", \"value\": \"10mps(1)\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Material\": {\"name\": \"Material\", \"value\": \"Med Mn Steel\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Thickness\": {\"name\": \"Thickness\", \"value\": 1.25, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Width\": {\"name\": \"Width\", \"value\": 7.43, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Gauge Length\": {\"name\": \"Gauge Length\", \"value\": 20.0, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Target Strain Rate\": {\"name\": \"Target Strain Rate\", \"value\": 500.0, \"unit\": \"1/s\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Orientation\": {\"name\": \"Orientation\", \"value\": \"RD\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"License\": {\"name\": \"License\", \"value\": \"Creative Commons Lizenz\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Source\": {\"name\": \"Source\", \"value\": \"https://materialsdata.nist.gov/handle/11256/823\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"sdata_date\": {\"name\": \"sdata_date\", \"value\": \"2020-12-10T00:00:00+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}}, \"table\": {\"Time (s)\": {\"0\": 0.0, \"1\": 5e-05, \"2\": 0.0001, \"3\": 0.00015, \"4\": 0.0002, \"5\": 0.00025, \"6\": 0.0003, \"7\": 0.00035, \"8\": 0.0004, \"9\": 0.00045, \"10\": 0.0005, \"11\": 0.00055, \"12\": 0.0006, \"13\": 0.00065, \"14\": 0.0007, \"15\": 0.00075, \"16\": 0.0008, \"17\": 0.00085, \"18\": 0.0009, \"19\": 0.00095, \"20\": 0.001, \"21\": 0.00105, \"22\": 0.0011}, \"Extension (mm)\": {\"0\": 0.0, \"1\": 0.000137871, \"2\": 0.00108363, \"3\": 0.00685899, \"4\": 0.00874933, \"5\": 0.017484, \"6\": 0.0325352, \"7\": 0.0590194, \"8\": 0.182078, \"9\": 0.559806, \"10\": 1.05668, \"11\": 1.53519, \"12\": 1.95234, \"13\": 2.45937, \"14\": 2.96673, \"15\": 3.49238, \"16\": 4.02158, \"17\": 4.55764, \"18\": 5.06491, \"19\": 5.5959, \"20\": 6.15847, \"21\": 6.74382, \"22\": 7.48598}, \"Load (kN)\": {\"0\": -0.3464563814634145, \"1\": -0.30985491804878035, \"2\": -0.32981772292682915, \"3\": -0.14017645463414616, \"4\": 0.5318799892682929, \"5\": 1.3370152770731711, \"6\": 2.4482430819512198, \"7\": 4.720591618536586, \"8\": 8.02764088682927, \"9\": 8.583270155121953, \"10\": 7.485328691707317, \"11\": 8.290489179512196, \"12\": 8.223929423414635, \"13\": 8.732948935609759, \"14\": 8.530001862439025, \"15\": 8.88601332585366, \"16\": 8.965859423414635, \"17\": 8.98913869170732, \"18\": 8.94924893560976, \"19\": 8.935896008780489, \"20\": 8.822787960000003, \"21\": 8.553301618536587, \"22\": 8.297152838048781}, \"Engineering Strain\": {\"0\": 0.0, \"1\": 8.10858e-06, \"2\": 6.37312e-05, \"3\": 0.000403397, \"4\": 0.000514572, \"5\": 0.00102828, \"6\": 0.00191349, \"7\": 0.0034711, \"8\": 0.0107085, \"9\": 0.0329238, \"10\": 0.0621462, \"11\": 0.0902891, \"12\": 0.114822, \"13\": 0.144642, \"14\": 0.174481, \"15\": 0.205396, \"16\": 0.23652, \"17\": 0.268048, \"18\": 0.297882, \"19\": 0.329111, \"20\": 0.362197, \"21\": 0.396623, \"22\": 0.440271}, \"Engineering Stress (MPa)\": {\"0\": -31.51045, \"1\": -44.92826, \"2\": -35.57331, \"3\": -9.35123, \"4\": 52.44761, \"5\": 137.66427, \"6\": 272.66403, \"7\": 542.04902, \"8\": 819.27482, \"9\": 901.48198, \"10\": 864.39066, \"11\": 853.68431, \"12\": 910.72353, \"13\": 916.67848, \"14\": 937.87568, \"15\": 947.03726, \"16\": 967.45605, \"17\": 966.98613, \"18\": 965.57341, \"19\": 961.49926, \"20\": 947.87483, \"21\": 924.77565, \"22\": 891.8019}, \"True Strain\": {\"0\": 0.0, \"1\": 8.108547125753067e-06, \"2\": 6.372916925338195e-05, \"3\": 0.00040331565730497625, \"4\": 0.0005144396532276926, \"5\": 0.0010277516822622616, \"6\": 0.0019116616100423053, \"7\": 0.003465089636760603, \"8\": 0.010651570075978249, \"9\": 0.032393421685795294, \"10\": 0.060291578128247786, \"11\": 0.08644289043176238, \"12\": 0.1086947509124551, \"13\": 0.13509192436124148, \"14\": 0.16082634788934302, \"15\": 0.18680814366076975, \"16\": 0.21230098253514051, \"17\": 0.2374787101881459, \"18\": 0.2607337050585073, \"19\": 0.28451029768808184, \"20\": 0.3090988375028791, \"21\": 0.33405717986071115, \"22\": 0.36483129032600076}, \"True Stress (MPa)\": {\"0\": 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'Source', 'sdata_date']\n" + ] + }, + { + "data": { + "text/html": [ + "
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Time (s)Extension (mm)Load (kN)Engineering StrainEngineering Stress (MPa)True StrainTrue Stress (MPa)
index
00.000000.000000-0.3464560.000000-31.510450.000000-31.510450
10.000050.000138-0.3098550.000008-44.928260.000008-44.928624
20.000100.001084-0.3298180.000064-35.573310.000064-35.575577
30.000150.006859-0.1401760.000403-9.351230.000403-9.355002
40.000200.0087490.5318800.00051552.447610.00051452.474598
50.000250.0174841.3370150.001028137.664270.001028137.805827
60.000300.0325352.4482430.001913272.664030.001912273.185770
70.000350.0590194.7205920.003471542.049020.003465543.930526
80.000400.1820788.0276410.010708819.274820.010652828.048024
90.000450.5598068.5832700.032924901.481980.032393931.162192
100.000501.0566807.4853290.062146864.390660.060292918.109255
110.000551.5351908.2904890.090289853.684310.086443930.762698
120.000601.9523408.2239290.114822910.723530.1086951015.294627
130.000652.4593708.7329490.144642916.678480.1350921049.268689
140.000702.9667308.5300020.174481937.875680.1608261101.517167
150.000753.4923808.8860130.205396947.037260.1868081141.554925
160.000804.0215808.9658590.236520967.456050.2123011196.278755
170.000854.5576408.9891390.268048966.986130.2374791226.184828
180.000905.0649108.9492490.297882965.573410.2607341253.200349
190.000955.5959008.9358960.329111961.499260.2845101277.939243
200.001006.1584708.8227880.362197947.874830.3090991291.192250
210.001056.7438208.5533020.396623924.775650.3340571291.562943
220.001107.4859808.2971530.440271891.801900.3648311284.436414
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" + ], + "text/plain": [ + " Time (s) Extension (mm) Load (kN) Engineering Strain \\\n", + "index \n", + "0 0.00000 0.000000 -0.346456 0.000000 \n", + "1 0.00005 0.000138 -0.309855 0.000008 \n", + "2 0.00010 0.001084 -0.329818 0.000064 \n", + "3 0.00015 0.006859 -0.140176 0.000403 \n", + "4 0.00020 0.008749 0.531880 0.000515 \n", + "5 0.00025 0.017484 1.337015 0.001028 \n", + "6 0.00030 0.032535 2.448243 0.001913 \n", + "7 0.00035 0.059019 4.720592 0.003471 \n", + "8 0.00040 0.182078 8.027641 0.010708 \n", + "9 0.00045 0.559806 8.583270 0.032924 \n", + "10 0.00050 1.056680 7.485329 0.062146 \n", + "11 0.00055 1.535190 8.290489 0.090289 \n", + "12 0.00060 1.952340 8.223929 0.114822 \n", + "13 0.00065 2.459370 8.732949 0.144642 \n", + "14 0.00070 2.966730 8.530002 0.174481 \n", + "15 0.00075 3.492380 8.886013 0.205396 \n", + "16 0.00080 4.021580 8.965859 0.236520 \n", + "17 0.00085 4.557640 8.989139 0.268048 \n", + "18 0.00090 5.064910 8.949249 0.297882 \n", + "19 0.00095 5.595900 8.935896 0.329111 \n", + "20 0.00100 6.158470 8.822788 0.362197 \n", + "21 0.00105 6.743820 8.553302 0.396623 \n", + "22 0.00110 7.485980 8.297153 0.440271 \n", + "\n", + " Engineering Stress (MPa) True Strain True Stress (MPa) \n", + "index \n", + "0 -31.51045 0.000000 -31.510450 \n", + "1 -44.92826 0.000008 -44.928624 \n", + "2 -35.57331 0.000064 -35.575577 \n", + "3 -9.35123 0.000403 -9.355002 \n", + "4 52.44761 0.000514 52.474598 \n", + "5 137.66427 0.001028 137.805827 \n", + "6 272.66403 0.001912 273.185770 \n", + "7 542.04902 0.003465 543.930526 \n", + "8 819.27482 0.010652 828.048024 \n", + "9 901.48198 0.032393 931.162192 \n", + "10 864.39066 0.060292 918.109255 \n", + "11 853.68431 0.086443 930.762698 \n", + "12 910.72353 0.108695 1015.294627 \n", + "13 916.67848 0.135092 1049.268689 \n", + "14 937.87568 0.160826 1101.517167 \n", + "15 947.03726 0.186808 1141.554925 \n", + "16 967.45605 0.212301 1196.278755 \n", + "17 966.98613 0.237479 1226.184828 \n", + "18 965.57341 0.260734 1253.200349 \n", + "19 961.49926 0.284510 1277.939243 \n", + "20 947.87483 0.309099 1291.192250 \n", + "21 924.77565 0.334057 1291.562943 \n", + "22 891.80190 0.364831 1284.436414 " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data.from_json(js)\n", + "print(data)\n", + "print(data.metadata.keys())\n", + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
sdata_versionsdata_version0.10.1str
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
Test NameTest Name10mps(1)str
MaterialMaterialMed Mn Steelstr
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
Gauge LengthGauge Length20floatmm
Target Strain RateTarget Strain Rate500float1/s
OrientationOrientationRDstr
LicenseLicenseCreative Commons Lizenzstr-
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
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30.000150.006859-0.1401760.000403-9.351230.000403-9.355002
40.000200.0087490.5318800.00051552.447610.00051452.474598
50.000250.0174841.3370150.001028137.664270.001028137.805827
60.000300.0325352.4482430.001913272.664030.001912273.185770
70.000350.0590194.7205920.003471542.049020.003465543.930526
80.000400.1820788.0276410.010708819.274820.010652828.048024
90.000450.5598068.5832700.032924901.481980.032393931.162192
100.000501.0566807.4853290.062146864.390660.060292918.109255
110.000551.5351908.2904890.090289853.684310.086443930.762698
120.000601.9523408.2239290.114822910.723530.1086951015.294627
130.000652.4593708.7329490.144642916.678480.1350921049.268689
140.000702.9667308.5300020.174481937.875680.1608261101.517167
150.000753.4923808.8860130.205396947.037260.1868081141.554925
160.000804.0215808.9658590.236520967.456050.2123011196.278755
170.000854.5576408.9891390.268048966.986130.2374791226.184828
180.000905.0649108.9492490.297882965.573410.2607341253.200349
190.000955.5959008.9358960.329111961.499260.2845101277.939243
200.001006.1584708.8227880.362197947.874830.3090991291.192250
210.001056.7438208.5533020.396623924.775650.3340571291.562943
220.001107.4859808.2971530.440271891.801900.3648311284.436414
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namevaluedtypeunitdescriptionlabel
key
Gauge LengthGauge Length20floatmm
LicenseLicenseCreative Commons Lizenzstr-
MaterialMaterialMed Mn Steelstr
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
Target Strain RateTarget Strain Rate500float1/s
Test NameTest Name10mps(1)str
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
orientationorientationRDstr
sdata_datesdata_date2020-12-10T00:00:00+00:00str-
sdata_versionsdata_version0.10.1str
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
TimeTimeNaNfloatsTime (s)
ExtensionExtensionNaNfloatmmExtension (mm)
LoadLoadNaNfloatkNLoad (kN)
Engineering StrainEngineering StrainNaNfloatEngineering Strain
Engineering StressEngineering StressNaNfloatMPaEngineering Stress (MPa)
True StrainTrue StrainNaNfloatTrue Strain
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'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'my dataframe with metadata',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': 'Project__my_project__df19da75fb625c189784b53d7618fab3',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'DataFrame__my_dataframe_with_metadata__c21bea2397d054d9863913c39debfe95',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_topology_class': {'name': '_sdata_topology_class',\n", + " 'value': 'sdata.sclass:IndependentContinuant',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata topology class name',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '1.0.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''}},\n", + " 'data': {'parquet_bytes': 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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.dataframe:DataFrame - \n", + "_sdata_ctime 2025-09-24T23:32:31.891175+00:00 - \n", + "_sdata_name my dataframe with metadata - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__my_project__df19da75fb625c189784b53d7... - \n", + "_sdata_sname DataFrame__my_dataframe_with_metadata__c21bea2... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(sdf.sname)\n", + "s2 = sdata.sclass.DataFrame.from_dict(sdf.to_dict())\n", + "print(s2.sname)\n", + "s2.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "a5793b94-6869-4e1b-86d0-d796f3e0fe40", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name value unit dtype description label required ontology\n", + "key \n", + "a a float64 mm str Länge a $a$ True qudt:Length\n", + "b b object - str False \n", + "c c int64 - str False " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s2.cmdf" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "f74a34ca-7b2e-4f81-8aab-57183cc97565", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.sclass.dataframe:DataFrame',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_ctime': {'name': '_sdata_ctime',\n", + " 'value': '2025-09-24T23:33:19.615220+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'UTC creation date',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'a',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'DataFrame__a__660733383c074fdd932b17a9e4a2033b',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_topology_class': {'name': '_sdata_topology_class',\n", + " 'value': 'sdata.sclass:IndependentContinuant',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata topology class name',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '1.0.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''}},\n", + " 'data': {'parquet_bytes': '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',\n", + " 'column_metadata': {}},\n", + " 'description': ''}" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf0 = sdata.sclass.DataFrame(name=\"a\")\n", + "sdf0.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6344e7a3-3521-47b4-bf67-07e84586f879", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "af41b684-35df-4426-8f3f-874b8a72b90a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3bb7502c-9458-4c2a-b417-8f13ca913391", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/sdata.Blob-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata.Blob-checkpoint.ipynb new file mode 100644 index 0000000..919bbdc --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata.Blob-checkpoint.ipynb @@ -0,0 +1,486 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01:46:20 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.blob import Blob\n", + "import uuid\n", + "import hashlib\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0\n", + "metadata 10\n", + "table_rows 0\n", + "table_columns 0\n", + "description 10\n" + ] + } + ], + "source": [ + "df = pd.DataFrame([1,2,3])\n", + "url = \"/tmp/blob.csv\"\n", + "csv_name = \"my csv as blob\"\n", + "df.to_csv(url)\n", + "blob = sdata.blob.Blob(name=csv_name,\n", + " url=url,\n", + " uuid=sdata.uuid_from_str(csv_name),\n", + " description=\"A csv file\",\n", + " )\n", + "print(blob.describe())" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'my csv as blob':2d7a0c9477cb3ac690e24a0e243d4d07)\n" + ] + }, + { + "data": { + "text/html": [ + "
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uuiduuid2d7a0c9477cb3ac690e24a0e243d4d07str-
blob_nameblob_namemy csv as blobstr-
blob_typeblob_typeunknownstr-
blob_urlblob_url/tmp/blob.csvstr-
blob_sha1blob_sha13c05c8b1931e6d83de568ef3cf913bed102fc05fstr-
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vaultvaultNonestr-
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" + ], + "text/plain": [ + " name value dtype \\\n", + "key \n", + "sdata_version sdata_version 0.9.0 str \n", + "name name my csv as blob str \n", + "uuid uuid 2d7a0c9477cb3ac690e24a0e243d4d07 str \n", + "blob_name blob_name my csv as blob str \n", + "blob_type blob_type unknown str \n", + "blob_url blob_url /tmp/blob.csv str \n", + "blob_sha1 blob_sha1 3c05c8b1931e6d83de568ef3cf913bed102fc05f str \n", + "blob_md5 blob_md5 51c4b70a051bc768456fbc41b476cc29 str \n", + "vault vault None str \n", + "blob_filetype blob_filetype unknown str \n", + "\n", + " unit description label \n", + "key \n", + "sdata_version - \n", + "name - \n", + "uuid - \n", + "blob_name - \n", + "blob_type - \n", + "blob_url - \n", + "blob_sha1 - \n", + "blob_md5 - \n", + "vault - \n", + "blob_filetype - " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(blob)\n", + "blob.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/blob.csv'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.url" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.exists(vault=\"filesystem\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on function exists in module genericpath:\n", + "\n", + "exists(path)\n", + " Test whether a path exists. Returns False for broken symbolic links\n", + "\n" + ] + } + ], + "source": [ + "help(os.path.exists)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"metadata\": {\"sdata_version\": {\"name\": \"sdata_version\", \"value\": \"0.9.0\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"name\": {\"name\": \"name\", \"value\": \"my name\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"uuid\": {\"name\": \"uuid\", \"value\": \"38b26863e7794f5182d38459bab85842\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_name\": {\"name\": \"blob_name\", \"value\": \"bla\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_type\": {\"name\": \"blob_type\", \"value\": \"unknown\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_url\": {\"name\": \"blob_url\", \"value\": \"/tmp/blob.csv\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_sha1\": {\"name\": \"blob_sha1\", \"value\": null, \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_md5\": {\"name\": \"blob_md5\", \"value\": \"51c4b70a051bc768456fbc41b476cc29\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"vault\": {\"name\": \"vault\", \"value\": null, \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_filetype\": {\"name\": \"blob_filetype\", \"value\": \"unknown\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_uuid\": {\"name\": \"blob_uuid\", \"value\": null, \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"blob_format\": {\"name\": \"blob_format\", \"value\": null, \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}}, \"table\": {}, \"description\": \"A remarkable description\"}'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.to_json()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'51c4b70a051bc768456fbc41b476cc29'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hash = hashlib.md5()\n", + "df = pd.DataFrame([1,2,3])\n", + "url = \"/tmp/blob.csv\"\n", + "df.to_csv(url)\n", + "blob = sdata.Blob(url=url)\n", + "fh = open(url, \"rb\")\n", + "blob.update_hash(fh, hash)\n", + "hash.hexdigest()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3c05c8b1931e6d83de568ef3cf913bed102fc05f'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.sha1" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'51c4b70a051bc768456fbc41b476cc29'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.md5" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$ shasum /tmp/blob.csv \n", + "\n", + " 3c05c8b1931e6d83de568ef3cf913bed102fc05f /tmp/blob.csv\n", + "\n", + "$ md5sum /tmp/blob.csv \n", + "\n", + " 51c4b70a051bc768456fbc41b476cc29 /tmp/blob.csv\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/blob.csv'" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blob.url" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata.Workbook-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata.Workbook-checkpoint.ipynb new file mode 100644 index 0000000..5312f89 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata.Workbook-checkpoint.ipynb @@ -0,0 +1,460 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:45:25 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.workbook import Workbook\n", + "import uuid\n", + "import hashlib\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'workbook':7c8189e622d04f51bbc0478ecf4dec5a)\n" + ] + } + ], + "source": [ + "wb = Workbook(name=\"workbook\",\n", + " description=\"An excel like workbook\",\n", + " )\n", + "print(wb)\n", + "assert wb.name == \"workbook\"" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:45:26 ERROR:Workbook.create_sheet: sheet name has to be a string!\n" + ] + } + ], + "source": [ + "s0 = wb.create_sheet(1)\n", + "assert s0 is None" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
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" + ], + "text/plain": [ + " 0\n", + "metadata 8\n", + "table_rows 3\n", + "table_columns 1\n", + "description 0" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df1 = pd.DataFrame([1,2,3])\n", + "s1 = wb.create_sheet(\"df1\")\n", + "s1.df = df1\n", + "assert s1.name == \"df1\"\n", + "s1.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "data2 = sdata.Data(name=\"data2\", df=pd.DataFrame({\"a\":[1,2,3]}))\n", + "wb.add_sheet(data2)\n", + "assert data2 in wb\n", + "assert \"data2\" in wb.sheetnames" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:45:26 ERROR:Workbook.add_sheet: need sdata.Data, got \n" + ] + } + ], + "source": [ + "s3 = wb.add_sheet(1)\n", + "assert s3 is None" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['df1', 'data2']\n" + ] + } + ], + "source": [ + "print(wb.sheetnames)\n", + "assert wb.sheetnames==['df1', 'data2']" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'df1':5be13c5958b544d5ad23a5ff8983a342)\n", + "(Data 'data2':63ff54e0636e4651a2f84b7a39256bbe)\n" + ] + } + ], + "source": [ + "for sheet in wb:\n", + " print(sheet)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Data 'df1':5be13c5958b544d5ad23a5ff8983a342),\n", + " (Data 'data2':63ff54e0636e4651a2f84b7a39256bbe)]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wb.sheets" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classWorkbookstr-sdata class
!sdata_ctime!sdata_ctime2020-12-21T09:37:54.116102+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-21T09:37:54.116192+00:00str-modification date
!sdata_name!sdata_nameworkbookstr-name of the data object
!sdata_parent!sdata_parentstr-uuid of the parent sdata object
!sdata_project!sdata_projectstr-
!sdata_uuid!sdata_uuidc335f1a62594482db29d3ed262385858str-Universally Unique Identifier
!sdata_version!sdata_version0.15.0str-sdata package version
\n", + "
" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Workbook str - \n", + "!sdata_ctime !sdata_ctime 2020-12-21T09:37:54.116102+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2020-12-21T09:37:54.116192+00:00 str - \n", + "!sdata_name !sdata_name workbook str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project str - \n", + "!sdata_uuid !sdata_uuid c335f1a62594482db29d3ed262385858 str - \n", + "!sdata_version !sdata_version 0.15.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_project \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wb.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "wb.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_Image-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_Image-checkpoint.ipynb new file mode 100644 index 0000000..5141385 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_Image-checkpoint.ipynb @@ -0,0 +1,2685 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v1.0.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + "\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import json\n", + "from sdata.sclass.image import Image\n", + "import PIL\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/a.png\"\n", + "png = Image.from_file(imagepath, description=\"a png image\")\n", + "png" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Image__a_png__3c636e21cf23440f840417e18d18008d'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "png.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.sclass.image:Image sdata-sclass-image Image\n" + ] + }, + { + "data": { + "text/plain": [ + "'did:sd-sdata-sclass-image:Image__a_png__3c636e21cf23440f840417e18d18008d'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "png.did" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.sclass.image:Image-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-18T13:55:24.754097+00:00-strUTC creation dateFalse
_sdata_name_sdata_namea.png-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_sname_sdata_snameImage__a_png__91fb9c8c935d474bbf4efb44d75cb97e-strsname of the data objectTrue
_sdata_suuid_sdata_suuidOTFmYjljOGM5MzVkNDc0YmJmNGVmYjQ0ZDc1Y2I5N2VJbW...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
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", 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", 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object\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": true}, \\\\\"_sdata_parent_sname\\\\\": {\\\\\"name\\\\\": \\\\\"_sdata_parent_sname\\\\\", \\\\\"value\\\\\": \\\\\"\\\\\", \\\\\"unit\\\\\": \\\\\"-\\\\\", \\\\\"dtype\\\\\": \\\\\"str\\\\\", \\\\\"description\\\\\": \\\\\"sname of the parent\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": false}, \\\\\"_sdata_sname\\\\\": {\\\\\"name\\\\\": \\\\\"_sdata_sname\\\\\", \\\\\"value\\\\\": \\\\\"Image@a_png@6013c7242a73479a98a18a51fd9d66f7\\\\\", \\\\\"unit\\\\\": \\\\\"-\\\\\", \\\\\"dtype\\\\\": \\\\\"str\\\\\", \\\\\"description\\\\\": \\\\\"sname of the data object\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": true}, \\\\\"_sdata_suuid\\\\\": {\\\\\"name\\\\\": \\\\\"_sdata_suuid\\\\\", \\\\\"value\\\\\": \\\\\"NjAxM2M3MjQyYTczNDc5YTk4YTE4YTUxZmQ5ZDY2ZjdJbWFnZUBhX3BuZw==\\\\\", \\\\\"unit\\\\\": \\\\\"-\\\\\", \\\\\"dtype\\\\\": \\\\\"str\\\\\", \\\\\"description\\\\\": \\\\\"Super Universally Unique Identifier\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": true}, \\\\\"_sdata_topology_class\\\\\": {\\\\\"name\\\\\": \\\\\"_sdata_topology_class\\\\\", \\\\\"value\\\\\": \\\\\"sdata.sclass:IndependentContinuant\\\\\", \\\\\"unit\\\\\": \\\\\"-\\\\\", \\\\\"dtype\\\\\": \\\\\"str\\\\\", \\\\\"description\\\\\": \\\\\"sdata topology class name\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": true}, \\\\\"_sdata_version\\\\\": {\\\\\"name\\\\\": \\\\\"_sdata_version\\\\\", \\\\\"value\\\\\": \\\\\"0.26.0\\\\\", \\\\\"unit\\\\\": \\\\\"-\\\\\", \\\\\"dtype\\\\\": \\\\\"str\\\\\", \\\\\"description\\\\\": \\\\\"sdata package version\\\\\", \\\\\"label\\\\\": \\\\\"\\\\\", \\\\\"required\\\\\": true}}\"'}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/sdata.png\"\n", + "img = PIL.Image.open(imagepath)\n", + "img.info" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:17:53 WARNING:project must be of type Base, got (,)\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n" + ] + }, + { + "data": { + "text/plain": [ + "(,\n", + " (Image@sdata_png@a073b20518ef40328ebeffcd397f0bfa))" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/sdata.png\"\n", + "png = Image.from_file(imagepath, project=\"ImageProject\", description=\"a png image\")\n", + "png, png.suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + 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"execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/sdata.png\"\n", + "png = Image.from_png(imagepath, project=\"ImageProject\", description=\"a png image\")\n", + "png" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.image:Image - \n", + "_sdata_name webp.jpg - \n", + "_sdata_parent_sname - \n", + "_sdata_sname Image@webp_jpg@df31fdd2a39d40e69b9dda066cea53a7 - \n", + "_sdata_suuid ZGYzMWZkZDJhMzlkNDBlNjliOWRkYTA2NmNlYTUzYTdJbW... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"/tmp/webp.jpg\"\n", + "webp = sdata.Image.from_file(imagepath, project=\"ImageProject\", description=\"a webp image\")\n", + "webp.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"_sdata_class\": {\"name\": \"_sdata_class\", \"value\": \"sdata.sclass.image:Image\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata class\", \"label\": \"\", \"required\": true}, \"_sdata_name\": {\"name\": \"_sdata_name\", \"value\": \"a.png\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": true}, \"_sdata_parent_sname\": {\"name\": \"_sdata_parent_sname\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the parent\", \"label\": \"\", \"required\": false}, \"_sdata_sname\": {\"name\": \"_sdata_sname\", \"value\": \"Image@a_png@6013c7242a73479a98a18a51fd9d66f7\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the data object\", \"label\": \"\", \"required\": true}, \"_sdata_suuid\": {\"name\": \"_sdata_suuid\", \"value\": \"NjAxM2M3MjQyYTczNDc5YTk4YTE4YTUxZmQ5ZDY2ZjdJbWFnZUBhX3BuZw==\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Super Universally Unique Identifier\", \"label\": \"\", \"required\": true}, \"_sdata_topology_class\": {\"name\": \"_sdata_topology_class\", \"value\": \"sdata.sclass:IndependentContinuant\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata topology class name\", \"label\": \"\", \"required\": true}, \"_sdata_version\": {\"name\": \"_sdata_version\", \"value\": \"0.26.0\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": true}}'" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/sdata.png\"\n", + "sdata.Image._get_png_metadata(imagepath)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'a':2327cec12d564dfc816925c31b21ddd7) MjMyN2NlYzEyZDU2NGRmYzgxNjkyNWMzMWIyMWRkZDdEYXRhQGE=\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
!sdata_class!sdata_classData-strsdata classFalse
!sdata_ctime!sdata_ctime2025-09-16T10:17:53.256492+00:00-strcreation dateFalse
!sdata_mtime!sdata_mtime2025-09-16T10:17:53.256545+00:00-strmodification dateFalse
!sdata_name!sdata_namea-strname of the data objectFalse
!sdata_parent!sdata_parent-struuid of the parent sdata objectFalse
!sdata_project!sdata_projectaa-strproject nameFalse
!sdata_sname!sdata_snameData@a@2327cec12d564dfc816925c31b21ddd7-strsname of the data objectFalse
!sdata_suuid!sdata_suuidMjMyN2NlYzEyZDU2NGRmYzgxNjkyNWMzMWIyMWRkZDdEYX...-strSuper Universally Unique IdentifierFalse
!sdata_url!sdata_url-strurl of the data objectFalse
!sdata_uuid!sdata_uuid2327cec12d564dfc816925c31b21ddd7-strUniversally Unique IdentifierFalse
!sdata_version!sdata_version0.26.0-strsdata package versionFalse
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value unit dtype \\\n", + "key \n", + "!sdata_class Data - str \n", + "!sdata_ctime 2025-09-16T10:17:53.256492+00:00 - str \n", + "!sdata_mtime 2025-09-16T10:17:53.256545+00:00 - str \n", + "!sdata_name a - str \n", + "!sdata_parent - str \n", + "!sdata_project aa - str \n", + "!sdata_sname Data@a@2327cec12d564dfc816925c31b21ddd7 - str \n", + "!sdata_suuid MjMyN2NlYzEyZDU2NGRmYzgxNjkyNWMzMWIyMWRkZDdEYX... - str \n", + "!sdata_url - str \n", + "!sdata_uuid 2327cec12d564dfc816925c31b21ddd7 - str \n", + "!sdata_version 0.26.0 - str \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project project name False \n", + "!sdata_sname sname of the data object False \n", + "!sdata_suuid Super Universally Unique Identifier False \n", + "!sdata_url url of the data object False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = sdata.Data(name=\"a\", project=\"aa\")\n", + "print(a, a.suuid)\n", + "a.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'c':0c9bfbfc373c50e382c5cd395ac2cd1e) MGM5YmZiZmMzNzNjNTBlMzgyYzVjZDM5NWFjMmNkMWVEYXRhQGM=\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
!sdata_class!sdata_classData-strsdata classFalse
!sdata_ctime!sdata_ctime2025-09-16T10:17:53.256492+00:00-strcreation dateFalse
!sdata_mtime!sdata_mtime2025-09-16T10:17:53.256545+00:00-strmodification dateFalse
!sdata_name!sdata_namec-strname of the data objectFalse
!sdata_parent!sdata_parent-struuid of the parent sdata objectFalse
!sdata_project!sdata_projectaa-strproject nameFalse
!sdata_sname!sdata_snameData@a@2327cec12d564dfc816925c31b21ddd7-strsname of the data objectFalse
!sdata_suuid!sdata_suuidMGM5YmZiZmMzNzNjNTBlMzgyYzVjZDM5NWFjMmNkMWVEYX...-strSuper Universally Unique IdentifierFalse
!sdata_url!sdata_url-strurl of the data objectFalse
!sdata_uuid!sdata_uuid0c9bfbfc373c50e382c5cd395ac2cd1e-strUniversally Unique IdentifierFalse
!sdata_version!sdata_version0.26.0-strsdata package versionFalse
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value unit dtype \\\n", + "key \n", + "!sdata_class Data - str \n", + "!sdata_ctime 2025-09-16T10:17:53.256492+00:00 - str \n", + "!sdata_mtime 2025-09-16T10:17:53.256545+00:00 - str \n", + "!sdata_name c - str \n", + "!sdata_parent - str \n", + "!sdata_project aa - str \n", + "!sdata_sname Data@a@2327cec12d564dfc816925c31b21ddd7 - str \n", + "!sdata_suuid MGM5YmZiZmMzNzNjNTBlMzgyYzVjZDM5NWFjMmNkMWVEYX... - str \n", + "!sdata_url - str \n", + "!sdata_uuid 0c9bfbfc373c50e382c5cd395ac2cd1e - str \n", + "!sdata_version 0.26.0 - str \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project project name False \n", + "!sdata_sname sname of the data object False \n", + "!sdata_suuid Super Universally Unique Identifier False \n", + "!sdata_url url of the data object False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = a.rename(\"c\", random=False)\n", + "print(b, b.suuid)\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:17:53 WARNING:project must be of type Base, got (,)\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n", + "10:17:53 WARNING:Unknown type for value None; defaulting to 'str'.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " (Image@sdata_png@4e7d1ba8e7a54e7e908317d45fa6a031) None\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.sclass.image:Image-strsdata classTrue
_sdata_name_sdata_namesdata.png-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_sname_sdata_snameImage@sdata_png@4e7d1ba8e7a54e7e908317d45fa6a031-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNGU3ZDFiYThlN2E1NGU3ZTkwODMxN2Q0NWZhNmEwMzFJbW...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.image:Image - \n", + "_sdata_name sdata.png - \n", + "_sdata_parent_sname - \n", + "_sdata_sname Image@sdata_png@4e7d1ba8e7a54e7e908317d45fa6a031 - \n", + "_sdata_suuid NGU3ZDFiYThlN2E1NGU3ZTkwODMxN2Q0NWZhNmEwMzFJbW... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imagepath = \"../tests/images/sdata.png\"\n", + "png = Image.from_png(imagepath, project=\"ImageProject\", description=\"a png image\")\n", + "print(png, png.suuid, png.project)\n", + "png.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_sname_sdata_snameImage@sdata_png@4e7d1ba8e7a54e7e908317d45fa6a031-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNGU3ZDFiYThlN2E1NGU3ZTkwODMxN2Q0NWZhNmEwMzFJbW...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.image:Image - \n", + "_sdata_name sdata.png - \n", + "_sdata_parent_sname - \n", + "_sdata_sname Image@sdata_png@4e7d1ba8e7a54e7e908317d45fa6a031 - \n", + "_sdata_suuid NGU3ZDFiYThlN2E1NGU3ZTkwODMxN2Q0NWZhNmEwMzFJbW... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "png.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "#png.rename(\"another.png\", random=False)\n", + "#print(png, png.suuid, png.project)\n", + "#png.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "#png.rename(\"another.png\")\n", + "#print(png, png.suuid, png.project)\n", + "#png.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_attributes-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_attributes-checkpoint.ipynb new file mode 100644 index 0000000..422baed --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_attributes-checkpoint.ipynb @@ -0,0 +1,1714 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "03:02:45 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "03:02:45 INFO:NumExpr defaulting to 16 threads.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Metadata'My first metadata':0)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.Metadata(name=\"My first metadata\")\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#help(m)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Attribute" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create a simple key-value-Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'otto1',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0815'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = 1\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "a = sdata.Attribute(\"otto1\", value, dtype=int, ontology=\"BFO0815\")\n", + "a.to_dict()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "list[str]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'ls',\n", + " 'value': ['1', 'a'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0816'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = [1, \"a\"]\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "b = sdata.Attribute(\"ls\", value, dtype=list, ontology=\"BFO0816\")\n", + "b.to_dict()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create a full qualified Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "list[str]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'ls',\n", + " 'value': ['1', 'c'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = [1, \"c\"]\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "b = sdata.Attribute(\"ls\", value, dtype=\"list\")\n", + "b.to_dict()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_x':1.2(float))" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fx = sdata.Attribute(\"force_x\", value=1.2, unit=\"kN\", dtype=\"float\", description=\"force in x-direction\")\n", + "fx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "add Attribute to metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'float'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fx.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.Metadata(name=\"m1\")\n", + "m.add(fx)\n", + "m.add(a)\n", + "m.add(b)\n", + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'Load/Fy': (Attr'Fy':3.1(float)), 'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.add(\"Fy\", value=3.1, unit=\"N\", dtype=\"float\", description=\"force in y-direction\", prefix=\"Load/\")\n", + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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otto1otto11-intFalseBFO0815
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" + ], + "text/plain": [ + " name value unit dtype description label required \\\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False \n", + "ls ls [1, c] - list False \n", + "otto1 otto1 1 - int False \n", + "\n", + " ontology \n", + "key \n", + "force_x \n", + "ls \n", + "otto1 BFO0815 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.Metadata.from_dict(mdict).df" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'ls':['1', 'c'](list))" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Working with Attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = 1\n", + "m[\"b\"] = 2.1\n", + "m[\"o\"] = \"c\"\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for a in m:\n", + " print(a)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "[a.value for k, a in m]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"b\"].value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.pop(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\"a\" in m" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.get(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = a\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"force_y\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"force_x\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.get(\"force_z\") # not available -> None" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx = m.get(\"force_x\")\n", + "my_fx" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fy = m.get(\"force_y\")\n", + "my_fy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fx))\n", + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fy))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_csv(prefix=\"#$\", sep=\";\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## working with Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.values()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.items()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dataframe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### json IO" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(m.to_csv(filepath=None))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(m.to_csv_header(prefix=\"##\", sep=\"\\t\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "jsonfilepath = \"/tmp/m.json\"\n", + "print(m.to_json(filepath=jsonfilepath))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "json_str = \"\"\"{\"force_x\": {\"name\": \"force_x\", \"value\": 1.2, \"unit\": \"kN\", \"dtype\": \"float\", \"description\": \"force in x-direction\"}, \"force_y\": {\"name\": \"force_y\", \"value\": 3.1, \"unit\": \"N\", \"dtype\": \"float\", \"description\": \"force in y-direction\"}}\"\"\"\n", + "m_json = sdata.Metadata.from_json(json_str)\n", + "m_json.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m_jsonfile = sdata.Metadata.from_json(filepath=jsonfilepath)\n", + "m_jsonfile.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### list IO" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m2 = sdata.Metadata.from_list([['force_x', 1.2, 'float', 'kN', 'force in x-direction'],\n", + " ['force_y', 3.1, 'float', 'N', 'force in y-direction'],[\"a\",2], [\"2\"]])\n", + "m2.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.loc[\"force_x\", \"value\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.loc[:, \"value\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "c=sdata.Attribute(\"a_bool\", True, dtype=\"bool\", description=\"a boolean\")\n", + "c.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_dict({\"a\":\"1\", \"b\":1.1})\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import datetime\n", + "datetime.datetime.now().strftime(\"%d.%m.%Y\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "l = m.to_list()\n", + "m.from_list(l)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pd.DataFrame.from_records(m.df.values.tolist())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame.from_records(m.df.values.tolist(), columns=m.df.columns)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df.to_clipboard()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pd.read_clipboard()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for x in [['force_x', 1.2, 'float', 'kN', 'force in x-direction'],\n", + " ['force_y', 3.1, 'float', 'N', 'force in y-direction']]:\n", + " print(x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "md = m.from_dict({'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction'},\n", + " 'force_y': {'name': 'force_y',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'},\n", + " 'force_y': {'name': 'force_z',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'}})\n", + "md.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", 23, \"°C\", \"float\"],\n", + " [\"force F [kN]\", 1.23, \"kN\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.set_unit_from_name()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.user_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sdata_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", \"23\", \"str\"],\n", + " [\"force F [kN]\", \"1.23\", \"str\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.guess_value_dtype()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "filepath = \"/tmp/metadata.csv\"\n", + "m.add(\"foo\", 123)\n", + "m.to_csv(filepath)\n", + "m5 = sdata.metadata.Metadata.from_csv(filepath)\n", + "print(\"m5\", m5.to_dict())\n", + "assert m.get_attr(\"foo\").name==m5.get_attr(\"foo\").name\n", + "assert m.get_attr(\"foo\").value==m5.get_attr(\"foo\").value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sha3_256, m5.sha3_256" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = m5.df\n", + "df.fillna(\"\", inplace=True)\n", + "df.replace(\"nan\", \"\", inplace=True)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df.description.values[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Fy': {'name': 'Fy',\n", + " 'value': 3.1,\n", + " 'unit': 'N',\n", + " 'dtype': 'float',\n", + " 'description': 'force in y-direction',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'ls': {'name': 'ls',\n", + " 'value': ['1', 'c'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'otto1': {'name': 'otto1',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0815'}}" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'Fy': (Attr'Fy':3.1(float)), 'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.user_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Project__xyz__45164a9c108a4bc4aad77298ab3f5380)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID(class_name=\"Project\", name=\"xyz\", )" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Project__xyz__af5b3de7387f56c1ad8685f5c43fd7f2'" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_name(class_name=\"Project\", name=\"xyz\", ns_name=\"!\").sname" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_channels-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_channels-checkpoint.ipynb new file mode 100644 index 0000000..d1955c7 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_channels-checkpoint.ipynb @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata usage" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.20.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib.isomme\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a Data object" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'data2':38b26864e7794f5182d38459bab85841)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"data2\", \n", + " uuid=\"38b26864e7794f5182d38459bab85841\", \n", + " table=pd.DataFrame({\"a\":[1.1, 2, 3], \"b\":[3., 1., 4.]}))\n", + "data.metadata.add(\"my_key\", 123, unit=\"m^3\", description=\"a volume\", label=\"V\")\n", + "data.metadata.add(\"force\", 1.234, unit=\"kN\", description=\"x force\", label=\"F_x\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ab
index
01.13.0
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23.04.0
\n", + "
" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1.1 3.0\n", + "1 2.0 1.0\n", + "2 3.0 4.0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(a(a)|3), (b(b)|3)]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso = sdata.iolib.isomme.Isomme.from_sdata(data)\n", + "iso.channels" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso.export(exportpath=f\"/tmp/{iso.name}\", createall=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_hdf5-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_hdf5-checkpoint.ipynb new file mode 100644 index 0000000..f521746 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_hdf5-checkpoint.ipynb @@ -0,0 +1,621 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:20:25 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.13.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:20:25 INFO:NumExpr defaulting to 8 threads.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store = FlatHDFDataStore(\"/tmp/flatstore.h5\", mode=\"w\")\n", + "store" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:21:14 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "data": { + "text/plain": [ + "(Data 'otto':21b83703d98e38a7be2e50e38326d0ce)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"otto\", \n", + " uuid=sdata.uuid_from_str(\"otto\"), \n", + " table=pd.DataFrame({\"a\":[1,2,3]}),\n", + " description=\"Hallo\\nSpencer\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['b8315be85d9945579cf8dc6a80a62524', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store.put(data)\n", + "store.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classDatastr-sdata class
!sdata_ctime!sdata_ctime2020-12-17T09:21:14.238597+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-17T09:21:14.238681+00:00str-modification date
!sdata_name!sdata_nameottostr-name of the data object
!sdata_parent!sdata_parentstr-uuid of the parent sdata object
!sdata_uuid!sdata_uuid21b83703d98e38a7be2e50e38326d0cestr-Universally Unique Identifier
!sdata_version!sdata_version0.13.0str-sdata package version
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" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Data str - \n", + "!sdata_ctime !sdata_ctime 2020-12-17T09:21:14.238597+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2020-12-17T09:21:14.238681+00:00 str - \n", + "!sdata_name !sdata_name otto str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_uuid !sdata_uuid 21b83703d98e38a7be2e50e38326d0ce str - \n", + "!sdata_version !sdata_version 0.13.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store.hdf.get('/21b83703d98e38a7be2e50e38326d0ce/metadata')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['b8315be85d9945579cf8dc6a80a62524', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'otto2':b8315be85d9945579cf8dc6a80a62524)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datac = data.copy()\n", + "datac.name = \"otto2\"\n", + "datac.uuid = 'b8315be85d9945579cf8dc6a80a62524'\n", + "datac.df[\"b\"] = datac.df[\"a\"]**2\n", + "datac.df\n", + "datac.metadata.add(\"force\", 1.23, dtype=\"float\", description=\"a force\", label=\"F\")\n", + "datac.metadata.add(\"runid\", 123, dtype=\"int\", description=\"a int\", label=\"r\")\n", + "datac" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3326: PerformanceWarning: \n", + "your performance may suffer as PyTables will pickle object types that it cannot\n", + "map directly to c-types [inferred_type->mixed-integer,key->block0_values] [items->Index(['name', 'value', 'dtype', 'unit', 'description', 'label'], dtype='object')]\n", + "\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n" + ] + }, + { + "data": { + "text/plain": [ + "['b8315be85d9945579cf8dc6a80a62524', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "store.put(datac)\n", + "store.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:22:36 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'otto2':b8315be85d9945579cf8dc6a80a62524)\n", + "['Hallo\\nSpencer']\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 0\n", + "metadata 9\n", + "table_rows 3\n", + "table_columns 2\n", + "description 13" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data2 = store.get_data_by_uuid('b8315be85d9945579cf8dc6a80a62524')\n", + "print(data2)\n", + "data2.metadata.df\n", + "print([data2.description])\n", + "(data2.describe())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.hdf.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.get_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.get_all_metadata()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datata.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data2.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.metadata.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#store.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.hdf.groups()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.hdf.info()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.hdf.put(\"/a/b/b\", data.df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.hdf.put(\"/a/b/c/d\", data.df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "store.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_metadata-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_metadata-checkpoint.ipynb new file mode 100644 index 0000000..c4415b5 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_metadata-checkpoint.ipynb @@ -0,0 +1,2460 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:35:55 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "10:35:55 INFO:NumExpr defaulting to 16 threads.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Metadata'My first metadata':0)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.Metadata(name=\"My first metadata\")\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on Metadata in module sdata.metadata object:\n", + "\n", + "class Metadata(builtins.object)\n", + " | Metadata(**kwargs)\n", + " |\n", + " | Metadata container class\n", + " |\n", + " | each Metadata entry has has a\n", + " | * name (256)\n", + " | * value\n", + " | * unit\n", + " | * description\n", + " | * type (int, str, float, bool, timestamp)\n", + " |\n", + " | Methods defined here:\n", + " |\n", + " | __contains__(self, item)\n", + " |\n", + " | __getitem__(self, name)\n", + " |\n", + " | __init__(self, **kwargs)\n", + " | Metadata class\n", + " |\n", + " | :param kwargs:\n", + " |\n", + " | __iter__(self)\n", + " |\n", + " | __repr__(self)\n", + " | Return repr(self).\n", + " |\n", + " | __setitem__(self, name, value)\n", + " | update value in Attribute or create new Attribute\n", + " |\n", + " | __str__(self)\n", + " | Return str(self).\n", + " |\n", + " | add(self, name, value=None, **kwargs)\n", + " | add Attribute\n", + " |\n", + " | :param name:\n", + " | :param value:\n", + " | :param kwargs:\n", + " | :return:\n", + " |\n", + " | add_attribute(self, attr: sdata.metadata.Attribute, **kwargs: Any) -> None\n", + " | set Attribute\n", + " |\n", + " | copy(self)\n", + " | returns a deep copy\n", + " |\n", + " | get(self, name, default=None)\n", + " |\n", + " | get_attr(self, name)\n", + " | get Attribute by name\n", + " |\n", + " | get_dft(self, index_name=None)\n", + " | create transposed dataframe for sdata attributes\n", + " |\n", + " | get_dict(self)\n", + " | get user attribute as dict\n", + " |\n", + " | get_sdict(self)\n", + " | get sdata attribute as dict\n", + " |\n", + " | get_udict(self)\n", + " | get user attribute as dict\n", + " |\n", + " | guess_value_dtype(self)\n", + " | try to cast the Attribute values, e.g. str -> float\n", + " |\n", + " | :return:\n", + " |\n", + " | is_complete(self)\n", + " | check all required attributes\n", + " |\n", + " | items(self)\n", + " | :return: list of Attribute items (keys, values)\n", + " |\n", + " | keys(self)\n", + " | :return: list of Attribute names\n", + " |\n", + " | pop(self, item)\n", + " |\n", + " | relabel(self, name, newname)\n", + " | relabel Attribute\n", + " |\n", + " | :param name: old attribute name\n", + " | :param newname: new attribute name\n", + " | :return: None\n", + " |\n", + " | set_attr(self, name='N.N.', value=None, **kwargs)\n", + " | set Attribute\n", + " |\n", + " | set_unit_from_name(self, add_description=True, fix_name=True)\n", + " | try to extract unit from attribute name\n", + " |\n", + " | :return:\n", + " |\n", + " | to_csv(self, filepath=None, sep=',', header=False)\n", + " | serialize to csv\n", + " |\n", + " | to_csv_header(self, prefix='#', sep=',', filepath=None)\n", + " | serialize to csv\n", + " |\n", + " | to_dataframe(self)\n", + " | create dataframe\n", + " |\n", + " | to_dict(self)\n", + " | serialize attributes to dict\n", + " |\n", + " | to_json(self, filepath=None)\n", + " | create a json\n", + " |\n", + " | :param filepath: default None\n", + " | :return: json str\n", + " |\n", + " | to_list(self)\n", + " | create a nested list of Attribute values\n", + " |\n", + " | :return: list\n", + " |\n", + " | update_from_dict(self, d, guess_dtype=True)\n", + " | set attributes from dict\n", + " |\n", + " | :param d: dict\n", + " | :return:\n", + " |\n", + " | update_from_usermetadata(self, metadata)\n", + " | update user metadata from metadata\n", + " |\n", + " | update_hash(self, hashobject)\n", + " | A hash represents the object used to calculate a checksum of a\n", + " | string of information.\n", + " |\n", + " | .. code-block:: python\n", + " |\n", + " | hashobject = hashlib.sha3_256()\n", + " | metadata = Metadata()\n", + " | metadata.update_hash(hashobject)\n", + " | hash.hexdigest()\n", + " |\n", + " | :param hash: hash object\n", + " | :return: hash_function().hexdigest()\n", + " |\n", + " | values(self)\n", + " | :return: list of Attribute values\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Class methods defined here:\n", + " |\n", + " | from_csv(filepath)\n", + " | create metadata from dataframe\n", + " |\n", + " | from_dataframe(df)\n", + " | create metadata from dataframe\n", + " |\n", + " | from_dict(d)\n", + " | setup metadata from dict\n", + " |\n", + " | from_json(jsonstr=None, filepath=None)\n", + " | create metadata from json file\n", + " |\n", + " | :param jsonstr: json str\n", + " | :param filepath: filepath to json file\n", + " | :return: Metadata\n", + " |\n", + " | from_list(mlist)\n", + " | create metadata from a list of Attribute values\n", + " |\n", + " | [['force_x', 1.2, 'kN', 'float', 'force in x-direction'],\n", + " | ['force_y', 3.1, 'N', 'float', 'force in y-direction', 'label', True]]\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Static methods defined here:\n", + " |\n", + " | guess_dtype_from_value(value)\n", + " | guess dtype from value,\n", + " | e.g.\n", + " | '1.23' -> 'float'\n", + " | 'otto1.23' -> 'str'\n", + " | 1 -> 'int'\n", + " | False -> 'bool'\n", + " |\n", + " | :param value:\n", + " | :return: dtype(value), dtype ['int', 'float', 'bool', 'str']\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Readonly properties defined here:\n", + " |\n", + " | df\n", + " | create dataframe\n", + " |\n", + " | dft\n", + " | create transposed dataframe for sdata attributes\n", + " |\n", + " | required_attributes\n", + " |\n", + " | sdata_attributes\n", + " |\n", + " | sdf\n", + " | create dataframe for sdata attributes\n", + " |\n", + " | sdft\n", + " | create transposed dataframe for sdata attributes\n", + " |\n", + " | sha3_256\n", + " | Return a new SHA3 hash object with a hashbit length of 32 bytes.\n", + " |\n", + " | :return: hashlib.sha3_256.hexdigest()\n", + " |\n", + " | size\n", + " | return number uf Attribute\n", + " |\n", + " | udf\n", + " | create dataframe for user attributes\n", + " |\n", + " | user_attributes\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors defined here:\n", + " |\n", + " | __dict__\n", + " | dictionary for instance variables\n", + " |\n", + " | __weakref__\n", + " | list of weak references to the object\n", + " |\n", + " | attributes\n", + " | returns Attributes\n", + " |\n", + " | name\n", + " | Name of the Metadata\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes defined here:\n", + " |\n", + " | ATTRIBUTEKEYS = ['name', 'value', 'unit', 'dtype', 'description', 'lab...\n", + "\n" + ] + } + ], + "source": [ + "help(m)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Attribute" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create a simple key-value-Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'otto1':1(int))" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = sdata.Attribute(\"otto1\", 1)\n", + "a\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Help on Attribute in module sdata.metadata object:\n", + "\n", + "class Attribute(builtins.object)\n", + " | Attribute(name, value, **kwargs)\n", + " |\n", + " | Attribute class\n", + " |\n", + " | Methods defined here:\n", + " |\n", + " | __init__(self, name, value, **kwargs)\n", + " | Attribute(name, value, dtype=str, unit=\"-\", description=\"\", label=\"\", required=False)\n", + " | :param name\n", + " | :param value\n", + " | :param dtype ['float', 'int', 'str', 'timestamp', 'uuid?', 'unicode?']\n", + " | :param description\n", + " | :param dimension e.g. force, length, strain, count, energy\n", + " | :param unit\n", + " | :param label\n", + " | :param required\n", + " |\n", + " | __repr__ = __str__(self)\n", + " |\n", + " | __str__(self)\n", + " | Return str(self).\n", + " |\n", + " | to_csv(self, prefix='', sep=',', quote=None)\n", + " | export Attribute to csv\n", + " |\n", + " | :param prefix:\n", + " | :param sep:\n", + " | :param quote:\n", + " | :return:\n", + " |\n", + " | to_dict(self)\n", + " | :returns dict of attribute items\n", + " |\n", + " | to_list(self)\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Static methods defined here:\n", + " |\n", + " | guess_dtype(value)\n", + " | returns dtype class\n", + " |\n", + " | :param value:\n", + " | :return: __class__\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data descriptors defined here:\n", + " |\n", + " | __dict__\n", + " | dictionary for instance variables\n", + " |\n", + " | __weakref__\n", + " | list of weak references to the object\n", + " |\n", + " | description\n", + " | Attribute description\n", + " |\n", + " | dtype\n", + " | Attribute type str\n", + " |\n", + " | label\n", + " | Attribute label\n", + " |\n", + " | name\n", + " | Attribute name\n", + " |\n", + " | required\n", + " | Attribute required\n", + " |\n", + " | unit\n", + " | Attribute unit\n", + " |\n", + " | value\n", + " | Attribute value\n", + " |\n", + " | ----------------------------------------------------------------------\n", + " | Data and other attributes defined here:\n", + " |\n", + " | DTYPES = {'bool': , 'float': , 'int': : 'float', : 'int', \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
namevalueunitdtypedescriptionlabelrequired
key
force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Working with Attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
namevalueunitdtypedescriptionlabelrequired
key
force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "
" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m[\"a\"] = 1\n", + "m[\"b\"] = 2.1\n", + "m[\"o\"] = \"c\"\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "('force_x', (Attr'force_x':1.2(float)))\n", + "('force_y', (Attr'force_y':3.1(float)))\n" + ] + } + ], + "source": [ + "for a in m:\n", + " print(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1.2, 3.1]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "[a.value for k, a in m]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"b\"].value" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "m.pop(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"a\" in m" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'a':None(str))" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.get(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
namevalueunitdtypedescriptionlabelrequired
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force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "
" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m[\"a\"] = a\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_y':3.1(float))" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m[\"force_y\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_x':1.2(float))" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m[\"force_x\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_z':None(str))" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.get(\"force_z\") # not available -> None" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_x':1.2(float))" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fx = m.get(\"force_x\")\n", + "my_fx" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_y':3.1(float))" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fy = m.get(\"force_y\")\n", + "my_fy" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.2" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fx.value" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The force_x is 1.2 kN.\n", + "The force_y is 3.1 N.\n" + ] + } + ], + "source": [ + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fx))\n", + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fy))" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['force_x', 1.2, 'kN', 'float', 'force in x-direction', '', False]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fx.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction',\n", + " 'label': '',\n", + " 'required': False}" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fx.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'#$force_x;1.2;kN;float;force in x-direction;;False'" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_fx.to_csv(prefix=\"#$\", sep=\";\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## working with Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['force_x', 'force_y']" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Attr'force_x':1.2(float)), (Attr'force_y':3.1(float))]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.values()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('force_x', (Attr'force_x':1.2(float))),\n", + " ('force_y', (Attr'force_y':3.1(float)))]" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.items()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction',\n", + " 'label': '',\n", + " 'required': False},\n", + " 'force_y': {'name': 'force_y',\n", + " 'value': 3.1,\n", + " 'unit': 'N',\n", + " 'dtype': 'float',\n", + " 'description': 'force in y-direction',\n", + " 'label': '',\n", + " 'required': False}}" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction',\n", + " 'label': '',\n", + " 'required': False},\n", + " 'force_y': {'name': 'force_y',\n", + " 'value': 3.1,\n", + " 'unit': 'N',\n", + " 'dtype': 'float',\n", + " 'description': 'force in y-direction',\n", + " 'label': '',\n", + " 'required': False}}" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
namevalueunitdtypedescriptionlabelrequired
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force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "
" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_dataframe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### json IO" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "force_x,1.2,kN,float,force in x-direction,,False\n", + "force_y,3.1,N,float,force in y-direction,,False\n", + "\n" + ] + } + ], + "source": [ + "print(m.to_csv(filepath=None))" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "##force_x\t1.2\tkN\tfloat\tforce in x-direction\t\tFalse\n", + "##force_y\t3.1\tN\tfloat\tforce in y-direction\t\tFalse\n", + "\n" + ] + } + ], + "source": [ + "print(m.to_csv_header(prefix=\"##\", sep=\"\\t\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"force_x\": {\"name\": \"force_x\", \"value\": 1.2, \"unit\": \"kN\", \"dtype\": \"float\", \"description\": \"force in x-direction\", \"label\": \"\", \"required\": false}, \"force_y\": {\"name\": \"force_y\", \"value\": 3.1, \"unit\": \"N\", \"dtype\": \"float\", \"description\": \"force in y-direction\", \"label\": \"\", \"required\": false}}\n" + ] + } + ], + "source": [ + "jsonfilepath = \"/tmp/m.json\"\n", + "print(m.to_json(filepath=jsonfilepath))" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "
" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "json_str = \"\"\"{\"force_x\": {\"name\": \"force_x\", \"value\": 1.2, \"unit\": \"kN\", \"dtype\": \"float\", \"description\": \"force in x-direction\"}, \"force_y\": {\"name\": \"force_y\", \"value\": 3.1, \"unit\": \"N\", \"dtype\": \"float\", \"description\": \"force in y-direction\"}}\"\"\"\n", + "m_json = sdata.Metadata.from_json(json_str)\n", + "m_json.df" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
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force_xforce_x1.2kNfloatforce in x-directionFalse
force_yforce_y3.1Nfloatforce in y-directionFalse
\n", + "
" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False\n", + "force_y force_y 3.1 N float force in y-direction False" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m_jsonfile = sdata.Metadata.from_json(filepath=jsonfilepath)\n", + "m_jsonfile.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### list IO" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[['force_x', 1.2, 'kN', 'float', 'force in x-direction', '', False],\n", + " ['force_y', 3.1, 'N', 'float', 'force in y-direction', '', False]]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:35:56 ERROR:Metadata.from_list skip ['2']\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "0 a 1.0 - int NaN NaN False\n", + "1 b 1.1 - float NaN NaN False" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.read_clipboard()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for x in [['force_x', 1.2, 'float', 'kN', 'force in x-direction'],\n", + " ['force_y', 3.1, 'float', 'N', 'force in y-direction']]:\n", + " print(x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "md = m.from_dict({'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction'},\n", + " 'force_y': {'name': 'force_y',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'},\n", + " 'force_y': {'name': 'force_z',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'}})\n", + "md.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", 23, \"°C\", \"float\"],\n", + " [\"force F [kN]\", 1.23, \"kN\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.set_unit_from_name()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.user_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sdata_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", \"23\", \"str\"],\n", + " [\"force F [kN]\", \"1.23\", \"str\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.guess_value_dtype()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "filepath = \"/tmp/metadata.csv\"\n", + "m.add(\"foo\", 123)\n", + "m.to_csv(filepath)\n", + "m5 = sdata.metadata.Metadata.from_csv(filepath)\n", + "print(\"m5\", m5.to_dict())\n", + "assert m.get_attr(\"foo\").name==m5.get_attr(\"foo\").name\n", + "assert m.get_attr(\"foo\").value==m5.get_attr(\"foo\").value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sha3_256, m5.sha3_256" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = m5.df\n", + "df.fillna(\"\", inplace=True)\n", + "df.replace(\"nan\", \"\", inplace=True)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df.description.values[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_pgp-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_pgp-checkpoint.ipynb new file mode 100644 index 0000000..2892550 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_pgp-checkpoint.ipynb @@ -0,0 +1,548 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:23:47 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.11.2\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "import sdata.iolib.pgp\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sec_key = sdata.iolib.pgp.gen_pgp_key(name=\"Max Mustermann\",\n", + " email=\"max.mustermann@geht.net\",\n", + " comment=\"that's a test key\")\n", + "sec_key" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sec_key.is_public" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sec_key.is_protected" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'-----BEGIN PGP PRIVATE KEY BLOCK-----\\n\\nxcZYBF/XIRMBEACnZYWeRkS3OnDYmn+1ZVu8AEksLAcfH2VZrPHgU5RUsNUvqxW9\\nTdCOEYQz4auwmV/KPHwB/0tRK1bs7u8jUNfYh3667vHV+uAjcRMGo9tHN1764wT7\\nq7BL6tYSpbmoqRgIbrKyKIixs4it6zL'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "keystr = str(sec_key)\n", + "keystr[:200]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sec_key.pubkey" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'-----BEGIN PGP PUBLIC KEY BLOCK-----\\n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\\n55rfuJWvi5pwehsD1Vkyjz2ZgLpFLu/lqJ+C\\n=t3Pj\\n-----END PGP PUBLIC KEY BLOCK-----\\n'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "str(sec_key.pubkey)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:23:48 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "data": { + "text/plain": [ + "(Data 'trusted data':de9f67bd4aee4d1da57d522c7515cdde)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"trusted data\", \n", + " table=pd.DataFrame([[1,2,3]]), \n", + " comment=\"you can trust the table data\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_ctime!sdata_ctime2020-12-14T09:23:48.130946+00:00str-
!sdata_mtime!sdata_mtime2020-12-14T09:23:48.131041+00:00str-
!sdata_name!sdata_nametrusted datastr-
!sdata_parent!sdata_parentNonestr-
!sdata_sha3_256_table!sdata_sha3_256_table575054da0d633ae6c07797935ee0b78929d7afd93b1faf...str-
!sdata_sha3_256_table_signature!sdata_sha3_256_table_signature-----BEGIN PGP SIGNATURE-----\\n\\nwsFzBAABCAAdB...str-
!sdata_uuid!sdata_uuidde9f67bd4aee4d1da57d522c7515cddestr-
!sdata_version!sdata_version0.11.2str-
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_sha3_256_table !sdata_sha3_256_table \n", + "!sdata_sha3_256_table_signature !sdata_sha3_256_table_signature \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value \\\n", + "key \n", + "!sdata_ctime 2020-12-14T09:23:48.130946+00:00 \n", + "!sdata_mtime 2020-12-14T09:23:48.131041+00:00 \n", + "!sdata_name trusted data \n", + "!sdata_parent None \n", + "!sdata_sha3_256_table 575054da0d633ae6c07797935ee0b78929d7afd93b1faf... \n", + "!sdata_sha3_256_table_signature -----BEGIN PGP SIGNATURE-----\\n\\nwsFzBAABCAAdB... \n", + "!sdata_uuid de9f67bd4aee4d1da57d522c7515cdde \n", + "!sdata_version 0.11.2 \n", + "\n", + " dtype unit description label \n", + "key \n", + "!sdata_ctime str - \n", + "!sdata_mtime str - \n", + "!sdata_name str - \n", + "!sdata_parent str - \n", + "!sdata_sha3_256_table str - \n", + "!sdata_sha3_256_table_signature str - \n", + "!sdata_uuid str - \n", + "!sdata_version str - " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.pgp.sign_table(data, sec_key)\n", + "data.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "data.to_xlsx(filepath=\"/tmp/trusted_data.xlsx\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'-----BEGIN PGP PUBLIC KEY BLOCK-----\\n\\nxsFNBF/XIRMBEACnZYWeRkS3OnDYmn+1ZVu8AEksLAcfH2VZrPHgU5RUsNUvqxW9\\nTdCOEYQz4auwmV/KPHwB/0tRK1bs7u8jUNfYh3667vHV+uAjcRMGo9tHN1764wT7\\nq7BL6tYSpbmoqRgIbrKyKIixs4it6zL6eQWU0Ggp7ehjRcw0Aa7mW5RPVlP3VaEV\\njR67xujBcp7JUCKX+wKD2IRD4vV4zWlfhWO9T4+Nt+/k6MlLX4YOk8lpc5lOJ8XC\\nVZguZjVJzE8qhr/vt0PUEpYyWVZhgVDuvHECKStari4aJzfwShYAOfBm9aq14nAv\\nLqnShUCLbd8Iuq1nacLPnF7t2oMZFCojcRRFay/Rqpg0N6zPmjdep7Zd0b9C2hSc\\nc/4UmAqSpO7bjd7eOVYHcWzYdUXuQlc+JnwSkwRk0MdZhU/mdApU9Yb0cu3QjHcl\\nWYAHVCew1Yuad5y8fx1JmdYJ+nzSiN9E+kq8et99H64qBz+afM2dohwMGgfWVGLq\\nfBusuCnFPRbZxJ0pQzosvA1iQc5TEgh386iwzMpJNvbXiYNqsaYc4FxAQkLPD0Up\\nzMW6M6A3eGhTmARiFV4qwDSWsqCF8Vf7O34MMRGK2BEGdEqAMBxyeOCeGj5WfjRc\\nlINV32NtBGKxm6S3Q8Eo2RlXKR0JGiWP/yCu0Qq3IwLzvVaYrpZSjNTitQARAQAB\\nzTxNYXggTXVzdGVybWFubiAodGhhdCdzIGEgdGVzdCBrZXkpIDxtYXgubXVzdGVy\\nbWFubkBnZWh0Lm5ldD7CwYoEEwEIADQFAl/XIRQCGw4ECwkIBwUVCAkKCwUWAgMB\\nAAIeARYhBGmuELwmxB8N+7lv/pJX+NRt1gS4AAoJEJJX+NRt1gS4XBcP/0gBXXS5\\nzyYcLbdyb1l5YqDM54BuZAHNlSyqD/Rcp4zIxaxBTiHOeS3RNGMWvuLoTvbpoI/F\\nPszaHePHrgvztyLXNEA6oOPgQhybYilFLSv4PtRoYBrf0r6V4yl996HSdFrmkYFv\\nolYv4XJJwPtBUkHO0vpaq8NniM/IHvX1mbAmY7wMDNWeBbEeAyqe0BzcPc3QhyKe\\n/AzgPmeb6HAGWoaeOafzswhxva/xfWZ6cy0ouR4lmHG9MNliyRndapr1gkXPWGnU\\nM5au2/6Y3KjOtTh7eMfUZZmyt1aPF29TBkzx70NNPUrrYtsB2V1BhGPLiVRu6dfR\\nAfSDYsSm5LNFOXRA9PTu99Sf/TBQujnJVBWVFmOmj841I9SeaDF1sHM2D+kec4zY\\nhhnJqKTpfD0sTlpjyeVXeBjUnoeODdRmS4/i5PHN8o6xhtNFKn27549jsLgVhNdW\\nM9fYBno2HXxnjq7Ao7OsViSqznLvut8KLLC0xGORpOBq9LWecb4sHXBx6QdVuZp7\\no6lJlgOKsGd+uHEMHpHay9O5GlQBgVrtGrehJ25nVdGg/oZu7UuUOM3G6jMdRY6S\\npziODXIbf6QFQ943angbbSCbKhq7hjRYVSBmfTe9tunxyRYK/bqDWV33mHbKiHig\\n55rfuJWvi5pwehsD1Vkyjz2ZgLpFLu/lqJ+C\\n=t3Pj\\n-----END PGP PUBLIC KEY BLOCK-----\\n'" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pub_key_str = str(sec_key.pubkey)\n", + "pub_key_str" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.pgp.verify_table(data, sec_key.pubkey)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Verifikation of the table " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:23:48 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "data": { + "text/plain": [ + "(Data 'trusted data':de9f67bd4aee4d1da57d522c7515cdde)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "loaded_data = sdata.Data.from_xlsx(filepath=\"/tmp/trusted_data.xlsx\")\n", + "loaded_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "load public key" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:23:48 DEBUG:(, OrderedDict([(('9257F8D46DD604B8', True), )]))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loaded key is public: True\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "loaded_pub_key = sdata.iolib.pgp.get_key_from_blob(pub_key_str)\n", + "print(\"loaded key is public: {}\".format(loaded_pub_key.is_public))\n", + "loaded_pub_key" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.pgp.verify_table(loaded_data, loaded_pub_key)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_process-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_process-checkpoint.ipynb new file mode 100644 index 0000000..31d40ea --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_process-checkpoint.ipynb @@ -0,0 +1,2323 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 49, + "id": "27b4e2bc-cda0-4eff-ae13-900b540d3778", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:29:42 DEBUG:Loaded backend inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "import sdata.base\n", + "import sdata.sclass as api\n", + "from typing import List, Dict, Any" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "ae56b938-0b84-4710-b745-204d9a413e77", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'Blob': 'sdata.sclass.blob:Blob',\n", + " 'Image': 'sdata.sclass.image:Image',\n", + " 'ProcessData': 'sdata.sclass.process:ProcessData',\n", + " 'ProcessNode': 'sdata.sclass.process:ProcessNode'}" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.get_specs()" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "694d191d-56e7-4326-9cf7-3310512c9f54", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:19 DEBUG:Created Image 'Image@sdata_image_png@289731045aee42b5ac794dc2fdfa80d7'\n", + "05:35:19 DEBUG:STREAM b'IHDR' 16 13\n", + "05:35:19 DEBUG:STREAM b'tEXt' 41 1490\n", + "05:35:19 DEBUG:STREAM b'IDAT' 1543 33638\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "myimg = api.Image.from_file(\"sdata_image.png\")\n", + "myimg" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "e7509dd6-41f1-46bd-82a4-67df60138b9f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:22 DEBUG:STREAM b'IHDR' 16 13\n", + "05:35:22 DEBUG:STREAM b'tEXt' 41 1490\n", + "05:35:22 DEBUG:STREAM b'IDAT' 1543 33638\n" + ] + }, + { + "data": { + "image/jpeg": 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ycX7zxtHp/iCHTbtNOjWW6S2WP+0kN3l22o3kAfdJIP3sgHJAwQI28G6ibew05NeVNIsLuC4gtxZ/vNsUqusTSb8FQFwMKCMAknBBWfwZeyT+VFrUcWnHVE1NoRZgyu4nExRpN/K5HHygj5eSBgv3QE0HXvEUmi3t9qdhp7xwXN3Grx6hggpcvGFbdEiqiKD8+SxCA7cnAv8AhjxXB4invrZWsGns/LZ2sL0XUJV923DhVwco2QQMcetV5vCd5LYX+m/2pANOnuHu4UNmTJFM04n+Zt+1037gV2gkHGfW5omhX2n6zqOqajqkd7PeQwQ7IrbyUiERkICjcxwfM7k8g884CfLqBvUUUVmMKKKKACvKPh3/AMhO6/7Cl3/6PevV68o+Hf8AyE7r/sKXf/o9668NuyZHrtFFFdpIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcv8SP8AkmviP/sHzf8AoJroLD/kH23/AFyX+Qrn/iR/yTXxH/2D5v8A0E10Fh/yD7b/AK5L/IUAV9d1P+xPD2p6t5PnfYbSW58rdt37ELbc4OM4xnBrOsfEGotqFlb6ro62EeoBvsrrdea28KX2SLtG1toY8Fh8p56Zl8aQTXXgXxDb28Uk08umXKRxxqWZ2MTAAAckk8YqKx8P6iuoWVxqusrfx6eG+yotr5TbypTfI247m2sw4Cj5jx0wAYWq+KNXvdM028tdMaDSr3U7FIbyO8/emJrqP5nj2jCOuRwxOHAIGTje8Ty3v2nQbKy1Gew+3ag0M00CRs+wW08mB5iMo+aNe1ZreC9RNtYaamvqmj2F3BcQW4s/3myKVXWJpN+CoC4GFBGASTgg6WraHql9cwXNtq8EU1pqH2u1E9n5qRobZoTGQroWyXd92eN2MYFAEaS6pomt6bZ3epPqdlqMjwI88SJNFKsbSDmMKrKVjcfdBBxyc1Rg8ctNriaOYNKF7cCRbe3TVkkmWRUZ9s6Kh8sYU5Zd4B9cjOtaaHevqkGo6zqaXs9sGFvFBb+RDGWGC20szFsZGS2ACeOaytM8F31hd6GH1qOTT9Gkd7e2SyCNIDFJEDI+87mAfO4AZ5yMnIAItD8Ta6PAmnaxq1ppm6e0t5BcvqQiRt8e5pJiYlEXOOED8tjoM1SvPGratpmmS2d/LZq2sNY3k2jBdQJAtpJR5RET7wSIySEyOQcYNacXg/UotG07Tf7YtGTSZIm01msCdoRGjAmHm4k+VhyuzBGfpNpvhC5tb1L281f7XcDVm1N2Ft5YJNobbywNxwBnIPPAA5+9QBAniC507T7BbMaprdxf6ibRDqsH2B4z5LyZx5CZQeX12k8tgnG2k17xy3htgdTg0q3WONZJkk1ZFlfgFvIjKZkAOQN2wsVOB0z0Wo6Z9vvtJufO8v8As+7a527c+ZmGWLbnPH+tznn7uO+Rz2v+C77VhrkVlrUdjb61Hsud1kJZQfLEeFfeMKQoypB6tgjOaAHan4x1Cwl1+WLQln0/Q3H2q4N5sd08lJmMabDllV+hIHAwecC1H4puLS4lTXdNXToxYy6hG6XHnHyoivmBxtG1hvTgFhz14qW98MfbNL8U2X2zZ/b2/wCfys+Ruto4Omfm/wBXu7dcds1Y1Xw/Bq+opPdPut/7PurCWDb/AKxZzESd2eMCLHTnd2xyAYeh/EKz1fWbTTy+lbr0N9nWz1WO6lUqpfEqKBs+VW5BYZGM8jMH2y9/4Vl/wkv225+07f7a/wBa2PLz5nk4zjZ5XyY6Z56810Gl6ZrlnNAl3r0d3ZwDaqCyCSyDGB5j7iD6/Kq5I9Mis/8A4Rq//wCET/4R3zbb7L9o8rfubP2LfnZjH39n7v0xzntQB1dFFFABXjcdtLc/EjxL5V7Pa41BATCqHP7mPk71bmvZK8jsP+Sk+J/+win/AKIjoKjJxd0eh/2Lf/8AQz6t/wB+rX/4xR/Yt/8A9DPq3/fq1/8AjFbNFBftp/0l/kef+NNK1K60qTR7W/1XV7u6GBA8VqIox/fkfyRtx2wQSRx6jkU8F6/4Xv8AwqkmuRNcTakwhheN5oIG8mUltu5SSRkcEde/Fe3Vx3jP/kY/Bf8A2FX/APSeWon8LOj65U9l7FWs99F/lp8vvLn2Txd/0HND/wDBPL/8lUfZPF3/AEHND/8ABPL/APJVb9ZHibULzTdGE1gYFuZLq1tkaeMui+bPHEWKhlJwHJxkdK8xO5zFf7J4u/6Dmh/+CeX/AOSqPsni7/oOaH/4J5f/AJKqKTUNd0W4tW1Z9PvLK4njtmmtIHgeF3YKhKM7hlLFV6gjcOtWpfEaW9+kE+majFbPOLZb141ERkLbVGN2/BbADbdpyMHBBp6gRfZPF3/Qc0P/AME8v/yVR9k8Xf8AQc0P/wAE8v8A8lVU0LxZf6jp9zc3vh7UYRDcXEStGInDlLholQKsrNvwBuJATKsd23Bqtr3i68j0adLLS9SttTW6tLd4XEBliSeUIJFzIY2z8yryfmxuAAJDs72Ean2Txd/0HND/APBPL/8AJVH2Txd/0HND/wDBPL/8lVFp/ifzLifTjpusSy6eiLe3EkUR2MYFl5EbfO5DAYjU/N2CkEul8XwWlvfy3+majZNZ2Ut95cyxlpooxlym1yMjKjDEH5hS17AP+yeLv+g5of8A4J5f/kqj7J4u/wCg5of/AIJ5f/kqq3/Cap9ris/7B1r7VcRma1hMMYM8YxuYEyYTGVyHKn5hxzVv/hKrWTT7S5trS8uZ7pnSOziRRNujJWQNuYKu1gQSWxnAycjJr2Ab9k8Xf9BzQ/8AwTy//JVH2Txd/wBBzQ//AATy/wDyVWjpWqw6tbySRxTQSQyGGaCdQHicAHa2CR0IOQSCCCDV6ldjMD7J4u/6Dmh/+CeX/wCSqPsni7/oOaH/AOCeX/5KrfopXAwPsni7/oOaH/4J5f8A5KrhPhqJBeziZ0eUaldb2RSqlvObJAJOB7ZP1NetV5R8O/8AkJ3X/YUu/wD0e9deGd2yWeu0UUV2EhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBy/wASP+Sa+I/+wfN/6Ca6Cw/5B9t/1yX+Qpmqaba6zpV1pt6he1uo2ilUMVJUjBGRyK881T4ceXdFdPvdbEAACqNUnOOP96gD06ivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yivI/8AhXl9/wA/uuf+DOf/AOKo/wCFeX3/AD+65/4M5/8A4qgD1yvI7D/kpPif/sIp/wCiI6P+FeX3/P7rn/gzn/8Aiq1vDXgh9Iu5JQtwTLIJJHnlaRmbAGSzEnoBQB6NRRRQAVx3jP8A5GPwX/2FX/8ASeWuxrh/H6XT6z4PWymhhuTqjbJJojKin7PL1UMpPH+0KmfwsEdlWR4m0+81LRhDYCBrmO6tblFnkKI3lTxylSwViMhCM4PWq/2Txd/0HND/APBPL/8AJVH2Txd/0HND/wDBPL/8lV5aVupoRSafrutXFqurJp9nZW86XDQ2k7zvM6MGQF2RAoDBW6EnaOlYN74G1C51hLn7Josrrq8V/wD2nPua78pZ1k8pfkOzCjaCGwQAMDJNdH9k8Xf9BzQ//BPL/wDJVH2Txd/0HND/APBPL/8AJVUm1sxGbL4f1ttH1PRk+wi0mupbqGf7RIHk8y585oZECfKpDOhYMTjtzWfYeB7+C51GZLLRNNjup9MkS10/cEUW1yZZCx2LuYqeDgZOAcAZPRfZPF3/AEHND/8ABPL/APJVH2Txd/0HND/8E8v/AMlUcz7gH9h3fk+KES6W3k1aYvbzREloc2sUIY9OQ0ZPHbHPpyf/AAr/AFGT+0TFp3h/TPtOh3emhbIuWkll8vbJI5jBI+Q9ckerZOOs+yeLv+g5of8A4J5f/kqj7J4u/wCg5of/AIJ5f/kqhNrqBcn06aXxTYamrJ5FvZXNu6kncWkeBlI4xjETZ57j8OZvPA8lxb2kstppOoT2t7fzC1v03wSR3Nw0o5Kkq4Gznaf4hyDmtr7J4u/6Dmh/+CeX/wCSqPsni7/oOaH/AOCeX/5KpJtdQLHhzS/7J0+SH+zdK07fKZPs+mR7YxwBknau5uOu0cYGOM1r1gfZPF3/AEHND/8ABPL/APJVH2Txd/0HND/8E8v/AMlUmr9Rm/RWB9k8Xf8AQc0P/wAE8v8A8lUfZPF3/Qc0P/wTy/8AyVSt5gb9eUfDv/kJ3X/YUu//AEe9dx9k8Xf9BzQ//BPL/wDJVcJ8NRIL2cTOjyjUrreyKVUt5zZIBJwPbJ+prrwy1ZLPYKKKK7CQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArjvGf/Ix+C/+wq//AKTy12Ncd4z/AORj8F/9hV//AEnlqJ/CwR1dZHibULzTdGE1gYFuZLq1tkaeMui+bPHEWKhlJwHJxkdK16yPE2n3mpaMIbAQNcx3Vrcos8hRG8qeOUqWCsRkIRnB615a3NClJqGu6LcWras+n3llcTx2zTWkDwPC7sFQlGdwyliq9QRuHWpbvxZbWk1wTYX8tjbOY7m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VeBYKM4gpTAeTzp07V6WH7zp16gRFnj59GjZUPK4MZ/6qHyltJnNc4pw5c7Zs2QJfO86OJgsWLKCCDCT8pk6dCuFyie3cpUsXVQRyGK74ciyVpeKbNm0KCwtTt3bv3l2lShW9JtWqVdu509TbMODrjQ26Y1ZnDS1fZd6nDY7+kL9do6RBKfS1kLAgIAh4EwEbjmAn3n7ECIW/GjdurFRfvHgxHwJEDpe1atXq1auX/hbmMwxrUUkkWEfevXsXU5q/Folv3rz5zDPPYLYTbzOjSm+RzEKIKo7s+/fvL1WqlMVdLi2yYzjjzSD+2rVrGTNm1F8WKFCASG7Vq1dvxIgR2N1KGgNMaGgoMw8uU6VKdfnyZf6qW/zFu50lSxbr2mkJ4htQDecux8ilDXs3Nemdu2lokZ6vpSuWT6+MKkisbD0mng7L24+eRthf5LvNyq5Ro4ZWZ2j64MGD6vLQoUMWt7RkRgJQqkqGcd2sWTNWJolJnz79+fPnbWZ3kExZ4tpfLbsi4jhLKVKkiEoTEhJCQH95/fp1dYtzISpXrsz8IJDPPCdNioPn5MmT6pb1gERF+Km7ZvvL249X9xxpeOyHilMHWPC12VQVfQSBRIWA2yjbHmrWVGUvpXU8DKit1+EcL1y48L59+6Kiou7du4dH2zo9MQaT6fPiPdcuHWS3oFeLSyWBA32w/R/x/eboaDwt1J2wuoWL/6+//tIKIoD3PHv27PoY84R5+7FIj9ZBmTOYRyXRRBAQBEDAbZSN31YDdMOGDSVKlFCXJUuWtLilJXMcgPVwgr/66qsq2a5duwYMGIAXGxtW7wLmUk/f9pI5Lku762L28uXLswlEk6YP4C3B062P4bJSpUr6GAkLAoKAIOAYAbdRNktwMDVmJo5Othur5UHKxrVqcUuvkLWtihGN+cnxj3hXSKmdZ4aJzdYOPL979uzp0KGDJiRPnjxr1qxRi4dE2kumpXcccDE766WMK2wguXLlyqVLl1atWsXmFlUiL9H88MMP+tK51Fz8+ngJO4fA4sXr8uSpr85id06C5BIEzI+A2yj7008/hZrxNb/11lvsGHnxxRdV5evXrz9w4EAcDizZvfPOOw5e+YO++aVLl449GN9++y37Q6A8bVM2G1G+++47/MhNmzZ9//33NWQ/++wzLnFukJdIe8m09I4DLmavW7cu+6+h7Lx58+Ls5t0Z6q5KbN68OZvN2USoLo8ePcpcgZVYx/okpLuQqfqXOnWV/PkbNmnSY9681Ub8ZgZZuFevsfPmjVRnsSck3KQugoAeARv7NNR+AP4qO1ef2l4YujTy7NnLnkji2UyyefPmFStWUN+GDRuyKmt8y6MRiFTDuWvHiIMSVUHx3TEC8yo+ffgw6uLFq9u3HwgP/y59+jSLF4cHOdw4qGV0oBK3kiWrEBW1S43cjlP6413ZMeKPreYJnd1mZXtCuQQmE2eR4mvqRcC9fO1HWKVIkTx37mwtWtTbuPEb1mjHjv1OKX/s2OkWLT7MnDk0JKRms2Y9L//ztW5lYvNX/SOlvWQ4xwIDy2vpp05dhJ+EGHtZiCfxl18uKFWqJYZ/6dItt207MGvWiiJFXuayVq231THwSrelSzeUK/dqcHDlggUbDxs2lQVmFS9/BQEvIyCU7WXApbh/EWAzJIc9zpsXoaJatuzdsWPLs2cjTp1amStX1v79JxCvDHP+qn/ExJlMSZs7N2Lz5unR0XvsZVHJKP3778MuXlzboEH1hg07T5u2aMmScVxWrVq6a9cnr0Ft2RI5aNCkCRP6XLmyPiJi0ubN+8LCZqjs8lcQ8DIC7nlhXbwiXm62BFNc6dKFT5w4q6oTGTlfBYKDg4YN+6BEieY2q2kwWXh4L074jVPy5MkfFS2aj2S9e7cdNWrGV18N1C6ffrqxyv7xx5OnTh1coUJxLgsWzD116qA6dd7t3/9tdVf+CgLeRMA9lO1NjaWsBIaA5n0+ffp8z55jNm3ax9nq1JG3kWzW1GAyxbxKgoMsRYrkVWlCQtIR0F9ev35L3YqMPFqlShvCvLSLdcLPnm4qvfwVBDyHgO2nwnPliWRBQI8AbFioUB4V067d4MKF8+7dO/fhw113727nbSR9Si1sMBkecyNZtAFDJba4VJG3b989cyYiKmr3o0e78bTgoiGsCZeAIOBNBMTK9ibaUtZ/EICUhw79ulWrJ/tBd+36denScWnSxH6GZevW/VpSXN6k1Axbe8m09NYBJ7LohZQvX3zJkvUdOth21OhTSlgQ8DQCYmV7GmGRb4lAVNSjc+f+Xrhwbe3a7bnXrVtrlQITe8qURXfv3t+z5/D773+qZcMlvWbNDt3bUraTaemtA/YkW6e0GcMa6cCBX8ycuezKlRs4bVat2lK37ns2U0qkIOBpBISyPY2wyP8XAbVRL3366tWqtZ01azn7Q1aunKhtymZZb/bsFRkz1mKHX4cOLbRsYWHdO3YcHhRUSW3gs5dMS28dcCKLXkjdupUWLhz97bfL8+VrULRok3HjZg8YEDvYyE8Q8D4C4hjxPuaJtES1Xc9B5cuWLbp79xwtQefOrVS4adM6/NPi7SXTy9eHyWgkC8kscukva9Uqv3btZE0HCQgCvkJArGxfIS/lCgKCgCAQbwSEsuMNmWQQBAQBQcBXCNh1jPBlavaf+kotKdcJBPi8uBO5JIsgIAj4EQJ2Kbt79+5+VA1RVRAQBASBxICADcouW7Ysn2pTld+6dStHwPAN68SARcKoI999TZ48ecqUKYODgwkkjEpJLQQBQUAhYIOyOVlR++wqB75waq2wth91F2gask6dOjV/9Wekub0KoaHvuF2mCBQEBAHHCNigbH2GtGnTcsnhs/fv39fHS9i0CGBfw9c0HH89Stnx/V62aRHzC8XU97L9QlVR0qMIxEHZGTJkUFYbhrZH9RDh7kIA45offO1pynaXwiJHEBAEjCMQB2VzcBdP/kPOERF3tnFQfZqSIRbjWv20Y9h8qpEULggIAm5DIA7Kzpw5s9uKEkGCgCAgCAgCriEgr9K4hp/kFgQEAUHAiwgIZXsRbClKEBAEBAHXEBDKdg0/ye0PCKhPAMZLUyeyxEu+JBYEnEMgDl+2c0IllyBgjYBGghztmDVrxjJlirzyyguvvPK8zYNgrLN7Ogb19J/u83RxIl8QcA4BoWzncJNcziCgOJH9RxcvXt2+/UB4+HczZy5dvDhc+2S2M0IN5HGCi53IYkARSSIIuIqAOEZcRVDyxxcBTmXMnTtbixb1Nm78Jibm8dix32kSli7dUK7cq8HBlQsWbDxs2NRHj6LVLU5hb9q0Z7ZsddOliz0eYcWKTfosFSu+lipV5WLFms6Zs0rFYzJPnbooT576gYHlidEMfAKkKVPmldSpq1DEjBlLtfQqGQlUYi0L8ZMnLyxU6CXOWODvlCk/qiwq/bJlG9EnJKRm9uzPtWkzkGNrtLsSEAQ8gYBQtidQFZmGEOBQR87omjcvQqXesiVy0KBJEyb0uXJlfUTEpM2b94WFzVC3WrXqU7162SNHFp07t3rkyK4TJ85T8XA3R44NHtzhwoW1338ftmjRLyqev3PnRmzePJ3TdbUYFRgwYOLnn/e+eHHt1KmDhwz56qefthGvbGr+qn/6LIsWrfv006mTJ390+fI6/g4dOgWa1hL06zd+6NBOZ89GcMoww0+XLqO0WxIQBDyBgFC2J1AVmUYRKF26MBa0Sv3xx5Oh0WrVyqRKlbJgwdyc/qVZwcePn23Zsl5ISDrew69Ro+yqVV+oLMOHT4N/GzWqkS5d6pIlCy5Y8JlWcHh4Lw6N1C61wPjxfThihkOBa9euMG7chyNGfKPdshkYM+bb8eN716lTkaL5S3HaQEL6WbOGEYm0nDmzjB3bUw0ANuVIpCDgFgSEst0CowhxHgFt+TEy8miVKm2SJ6+QLFkFHBq4NU6ePKfkdurUEocJBjUHMJ4/f1krjCwwpnapDxQtmk9/qYVhfC0Mdx88eEK7tBk4fPgkybRbtWuX/+23P7RLhhwtzJqqOEY0NCTgIQSEsj0ErIg1hACcW6hQHpX09u27Z85EREXtfvRoNw4NfBSE1a3hwzuvWTO5QIGnli/fWKJE8/Dw2So+ODilvWLwmNu75WK8NsYgJ2lSeYJchFOyxw8B6XDxw0tSuxGB6OiYoUO/btXqRSWzfPniS5astye/VKlCH374Jg7r3btnf/LJk5NziVy37gmt28toEb9p0z4tZsOGPSVKPK0ucayjj3ZLCxQrln/jxr3aJVmI0S4lIAh4GQGhbC8DLsUFREU9Onfu74UL19au3R44unVrrUBhKXLgwC9mzlyGe+HSpWurVm2pW/c9datOnXdXrtx8+fJ1LPGIiK2aYT5o0Lvdun3GrVu37hw6dKJly95x4tu1axi0ixw+Z0revn3fUllwfK9ZsyMmxpK1e/ZsQxYSa1l6924bZymSQBDwEAKyL9tDwIpYGwionXMpU6ZQr9J07NiyVasXND9D3bqVFi4c/cknX3/wwUjcGhUqFB8wIJbT+REYNWr6zp2HiK9Zs9z8+U82ZrCEyHogRI/HuUCBXAMHvqPSO/g7bFgnKPj48TPZs2ceNOi9F1+sqhKHhXXv2HH4mTPnsbXVBhIV36RJ6MWLV95555PTp8/nzZsDTRo3rulAvtwSBDyKQBI5k9ej+CZI4ZwzFxoa6o9HHDBm6OnYj1pHHXHQt2/fYsWK8T30TJky5c6du1ChQn5UBVHVLQiIY8QtMIoQQUAQEAS8gYBQtjdQljIEAUFAEHALAkLZboFRhPgHAn7qFfEPcEVLryAglO0VmKUQQUAQEATcgYBQtjtQFBmCgCAgCHgFAaFsr8Cc4AoJCpCek+AaVSrkDwjIg+cPrWQyHR+sPzA6oOTj+1Em00vUEQQSPgJC2Qm/jd1Yw8cxMQf6T7r19arRAceTpPTURzzcqLCIEgQSGAJC2QmsQT1Ynagbtzc16nl1x6+Zvup8OuCuB0sS0YKAIGAHAaFsO8BI9H8RuHn41M+V2qUtnLvW6vFJ0qX670258gYCjQNypD92yRslSRkmRkAo28SNYxrV/lq2aV3tDsX7ty07rkeSZIGm0StxKXIo4OZTa44Hrvj3s4KJq/5S238QkM9CSUdwiMDjx78O++aPKUtqLB+bsWJxh0nlpmcROBlw59gb5YsvPxZz6dbjvq08W5hINysCYmWbtWVMoNej2/e2NO93YfWOejunC1+boEECotIGPRzQJOD2/Rt9vnl0444ZVBIdvIyAULaXAfeb4m7//ueaKm+nyJQ+dN2klNkz+Y3eCV7RoORJe/1f8iJPHWv1ccyDhwm+ulJBCwTEMWIBiFzGInDh55073hhcYsg7T3doKoiYDoEkSVK/Wz/Lm0mTBqUwnW6ikIcREMr2MMB+KP7I6NnHwudUXTAiS40yDtTft++oWz62/vhBdJKghLmk6caqRUYes2iLlAVzWcTIZWJAQCg7MbSy0TpG33uwq/2nt46deW7H9FRPZXWcrUeP0Y4TGLmbJSBocECxngEHHgRYnuBlJLsTaeYFVGoVsNOJjPHNwjv9YwJKDQk4fDngQXzzSnpBwB4CciqNPWQSXfzdMxc2v9w7fYkCFb7uH5jS0Yz7xo0bkZGRCqCtW7feu3cvKsrJl9cLLNh/J3eGi5Xzeg3uMiN/iexbxzvFZdt6KtWFWyeblnRXcXnz5k2fPn2aNGkyZ86cI0eOfPnyuUuyyPEXBMTK9peW8qyef6/fu731R0V7v1G4W9y7x2CNWrVqKYWio6Nv3rzpHGsn3f17svuPg9o8nzHQm8vgv3AWl2fR/J/0JIUKJ+8/95moVDGl3DMmJU+enFPEUqdOzd8UKf4zrMZEPdrXLZy988G5svyvfPk/ASIglJ0AGzW+VTo+4fvfhs+oPPuTbHUqxDdv2rRpyRIYGHj//v345b33MGbOlqRdGwWnSR2/jK6lxv8C37kmIz6529dLMm1N0nIFA5K74VlLmTIlfA3m/LWg7KTJk6XOn3NN5beqLQrLWMFLY1J8gJC07kHADd3IPYqIFF8gwC6x3e+Purb36HPbpqXOl8MJFTJkyKBMPwzteGW/PWn540pF0lYrFa9crifmjW/OunVdjlEJdTLd3Hgk8OdDqd+oazSL/XQMNvzga2vKJlPRXq+lK5JnU8Pu5b7onbu5l5w/9pWVOx5BQCjbI7D6hdB75y5tbtonTf6cz22dGpgqpXM6h4SEQB8PHz6Mlzv77m+nrm/8tfiKkYEZ0jhXrtO5oGzOJnc6uxMZHw5tf6TJRwXebJQiV2YnsuuzMDpiXKtfUFCQ/pYK52xco9ZPEza91OvWkVPFB75lnUBi/B0BWX709xZ0Uv/LWw9sbdm/UOeWxfq0cVKEs9n4guuaKu0Lvt80f9tGzspwPt/8JM++8niH8/mdynl4xMwrOw5VX/yZU7njnen+hSub/u/DLNVKlRnbLd6ZJYO5EfDmso+5kUhM2v3+9eItTXpXnDrA+3wNzL9/9SM7UvK/2TDxQF6kZ+ubR06fX7nVO1XmbdU667+U16C8g7aXSxHHiJcB93Fx7CvY23n05c37626ZmqbgU97XBgPw0JCpEEpAkiTeL91XJSZNkbzchF573h/1Yp0KjjdQukvDwOCgtIXzuEuayDEPAmJlm6ctPK4JdLkutOODv689t/0bn/A1NdzXY9zT7/xfuuL5PV5bkxWQvV6lkLKFj4TNMpleoo6fISCU7WcN5rS6V3f+yhkF2V94ttrCkcnSeHGXm07ji2t2cqhNol0Ww7PMfso7J//SQSJBQSB+CAhlxw8vP019csbyTY17lp/U+5mP3vaVRyL6/sM9HcPKTezFnN1PYXRR7VS5sxXp9drermNdlONcdoaKyJ6fP34U7Vx2yWUSBISyTdIQnlKDRxTn9ZFRs0I3fJWzUXVPFWNA7uERMzKULpSjflUDaRNskiLdX719/Oxfyzd7v4ZBWUJunzi7/vnOD6/e9H7pUqK7EBDKdheSZpTz4NK1dc99cOfU+ed2fJOuaD4fqsinpk58+WPZz3v6UAczFB27Djmx176uY5lzeFkfvGGxL0ZWLM4bkreOnvZy6VKcuxAQynYXkqaTwzuNP1dsm7Vm2epLPkueLrVv9WOzRPGB7YJzuvouiW9r4ZbSs9WtGFKh2OGRM90iLV5CkiRNWnrUB8X6t/2lVoeLa3fFK68kNgkCQtkmaQg3q3H6u1Ub63ctE969xCfv8qC6WXo8xaHMw+u3CnVqEc98CTZ5mTFdT3zxw+0/zvmkhrzBxMfQd7wxxCf+GZ9UOSEVKm8/JqTWjK3L4+iY/b0ncCY6s+D0zxTwefUeXrsV8Uyr6ktHm+RbRT55+9G6FY589t2ljftqLBtjfcs7MaxGckqcz6df3qlsQirFx/ZXQoLSDHV5eOXGhhe63PztJAfsmoGvweRAvy+eahZqEr42QxspHfjILadrMrL6SiU++yd87SvwXSlXKNsV9MyV9/r+4z9VbMv6Uo0VY5NniP0mqs9/V7YfYvZd8tP3fa6J2RTgW6m8D8kXrr2/Dmk2KESfeCEglB0vuMyb+Mz8nzc837n0yE6lRnT0ufNawcT+wt0dRuK3FWvOZr/x4TqkTX0k0i8QEMr2i2ZypCTO6wN9vzjY/8taP0/M3fI5R0m9e+/Y5/NSZsuY55V63i3Wn0rz7TqkBVJnf/jl5DfLLCLl0mwICGWbrUXipw+Lexsbdr+290i9XTMylCoYv8yeTH337MXDI7/lfUtPFuL3sjkTueiHr+MeMUNNeNHpcNisyF7j+TquGfQRHWwiIJRtExb/iLxx6Hd2Xmco+XTNVZ+nyJjOVErv7TKmcNdX0jztg48FmgqHOJWJXYf00fuQFrqlLZSbw4lYEdn8Uq9Ht+5a3JVLkyAglG2Shoi3Gkxj19ftxLbr0p91SeLV427jVvXc0k23jpzm8N+4kyb6FP98l7WnT96HtMY+RUjaWqvGpcqTfU3V9rw0a51AYnyOgFC2z5sg3gowbz048Kv9H46vtXp83tYvxDu/hzM8unNvX9cx5b/sAxl5uKgEIj7bc5VCyhc1yXdZkyQLxJ319HtN1lZrz1FzCQTiBFQNeZXGzxoz6sbtba0/ir73oOr3w4MyZzCh9rzIc//i1WdnDjahbqhkkldpLMDB9f9TuTbspme7tMUtX13idktf4mlflS7l2kNArGx7yJgxnndk+OY1PsfaP00wJ1/fOPj7qW9XlhndxYzwmVin2O+y9my9r5tvvstqExjha5uw+DxSKNvnTWBUgXOLN6wLfb/4gHZlx/Vg9mo0mzfTPX7MRuySQ9/jO5/eLDZhlFWkR+ubR8947XzIhAFaIqyFULY/NPrjx4cGf82n8WuuHJevTQPTavzH1CXoVqD9/5lWQzMrFrsOOb7n3q5jYh54+7usZoZFdLNAQCjbAhDTXUbdvLPp/z78e/1edl6zSGU6/f6nEN/mPvjR5Apf9fXVqTf/U8SP/8/+/LNsjuaLUeasw4H+k/gCgTl1SzxaCWWbuq35FP2aZ99KnSdb6NovUmY1tbeBVzCYAaQvKQtWLvWosmO7Hft8vjk32GWpUWbz//U6PWe1SzWUzK4hIJTtGn6ezM0HlX6p+R67m8tN/NCkzuv/VZ9JAJ8SfWZw+/9FyP9OIsCe6MLdX93X3RTvQ1rUgUPgav8yiQ2mTKcCHj+2uCuX3kFAKNs7OMezlMePfx06jcNtqy8dk79do3hm9nbymIdRHDrDIWHJUvvm4HZvV9jD5RXt9drNX/84H7HNw+U4I54v+tbb8c2lDXu3tOgXffe+MyIkj2sICGW7hp8Hcj+6fW9Ls74XVu9gl26mZ5/xQAluFsk7IGmL5s31Ug03y02s4liHLDu+574uJl2HZDtQ7TUTk6dNvf552crpgz4qlO0D0B0UefvEn5ymGpQ1JHTdpJTZMzlIaZJbfKcf3ytbHUyiT8JQI8eLVdgWfWTMHHNWh0Gl0vSPKk7tb071ErZWQtkmal/mwrwlzNeU2HfBJ/BNpJl9VfZ0+qxY3za8CWI/idxxBgHO7TwWPvfumQvOZPZKnnRF83mlHCnkPwgIZf8HDh9eHB4xc1f7TzmwscA7L/tQjXgVzbkK9y9cKdy1VbxySWIjCKTOm53Be1/3cUYSS5rEg4BQtu/bmu8obW3Z/9zSjfV2zshctZTvFTKmARvGI3t+zoTA5LtZjNXGjKn4lPb1A8cv/LTDjMqJTj5CQCjbR8D/r9jbf5xbW7V9srSp6qz/Mjhn5v9F+8H/Bwd8mbNR9UyVS/iBrv6pYtKgFOU+77m382j25Ji/Bmwg2fHmx/fOXza/qn6toVC2L5vvws874Ws+dFlp2kCeT1+qEs+yr+4+/OfCdaVGdIpnPkkePwRyNKiarli+o2Zdh9RXJjBVyrSF86yp/Pb1yGP6eAm7FwGhbPfiGQ9pR0bP3tn246oLRhTs2Dwe2UyQlNMmd783onTYB3wR3wTqJHAV+ArY0bFz+Dqr+esZ+82y8G4bXujy56L15tfWTzX0j20JfgquPbX52jUrjbeOnXlux3RO/7OXzLTxx79YkCJD2ryv1zethglJsdT5chTq3DKyxzhGd/PX66mmoanz5dz88occS1Ss35vmV9jvNBTK9naTsW1r88u9+RZHnU1fB6b0J2eIQureX5d/Gza97uavvQ2cJ8s7ePDg1q1bL1y4cOnSpTt37uTKlatEiRJFihQpXbp00qS+n4ny0YKIEq/iRster5InYXCP7JByRZ7b/g1fI8E04aA79wgVKf9DQE6l+R8SXvmfb3Fsb/1R0T5t2L/llQLdX8jWFv3SFc9f4mN/fRT1p9Ls2bNn+vTpy5cvP336tEIqU6ZMadOmPXv2bHR0NDE5cuR47bXXevbsmT17dvdDGR+Jf63Ywv6cFw/M9pfj2eDrB1du+OMkMj7N4oO0vrcgfFBpHxV5bPz8ba8OrDz7E//l6/OrtnICd7F+bX0EoduK/fXXX5s2bVqhQoWZM2dWrFhxxowZf/755+PHjy9fvnzy5Ml79+5hd8+aNatgwYKjR4/Oly9fnz59uPXgwQO3aRBPQTkbVktXJM/R8LnxzOez5IHBQcLXnkBfrGxPoGopM/r+Q45rgeyqL/6MVyQsb/vJNXYT0/MKk/tyvKzPVYZSDx06tH///pQpUyZJkiR//vy1a9fOkydPnIphZa9u9wxMnSFDht69e3fu3DlVqlQOch04cODjjz/+8ccfixYtiklevHjxoH9+DrJ44tbFixdXTJ+TfMiC78uluB2UJFu2bFWqVKlfv37hwoU9UZzINC0CQtkebxqOqd7cpHeap3Oxk4+NUG4vD9tw27ZtK1eu5O+5c+eUJVioUKFSpUo9++yzL730EgzjlkLZiH375F9V5gx1QtquXbvmzZuHkvfv3//rr7/SpUtXrVo1SAdTF1WNC4yKisIinjRpUmRkJLmSJUsGXxOpJOB9btOmzXvvvYd/w6bMffv2HSvX4Y3k+7Cae/XqlT59epvJrCMha8id4r755pvKlSunSZPGCHHfvn37yJEjhw8fRmDu3LkprkyZMihsLd9BDHD17dt39uzZMTEx7UNKFEiW9qdngk7988PP3qxZs48++qhkyZIOJMitBIUAD7z8PIfApc2RS3I1PDzqW08UATuPGzcOg4semTx5cgi6VatWbdu2ffPNN5nyY34Sz92hQ4cyqTeuALw2bNiwN954A7v1xRdfRODnn39+ZM2WRVle4EUJ43JUyo0bN7KUhyZwXIMGDZDWo0eP9u3bFytWjEhIsGXLljt37rxx4wZs7lj40aNHqRe5ypYtO3nyZJwbjx49Ull+++23CRMmPPfcc9zFau7Xr9/ff/9tIfCLL75Ah3kBlbZv3+64IJt3KR0PCZ7uOXPm4DxhodJCvpbrypUrtAtDJspY/DDtIdkffvgB/tXSOwhMnDiR4SE4OBjWZlbx6N6D5U83Pf/TDrIwPA8ZMgSBgYGBTBcww41gqJUFdLjy1/3zYxT85Zdfrl27pt31ROBa5LE9vBYU9aTJ9EXEPIrWX0rYAQJ8qVx+bkDg+qHfraWc+OrHxVlfOL/aGYKwlmYRw2NfoEABGAFWxYDlcbVIwDPJ84iVjVkHi/F4x/lUf/fdd5iBimUq5ywIZWNRYh5iFg4OKPZe/mdZqbPHUxalcwkFvP3225SORxhSsNaQHRowEZQEcZPyxIkT8KA93lmxYkXq1KmzZs26ZMkS67K0GLi7RYsWVAFXCdoi8Nyug+jcv3/sZ+f+7//+D8rWEhO4cfik/tJxmGVJfC8Yy0uXLj127Jg1a1MQo4UaLKtWrTpq1Ci0heuheNqCZnrnnXfy5s2LJjg0vvrqK3uVRQ2a7/333yflyy+/zOqopti55ZtXFGkR/eChirl+/TqDa5qAZBSHmwgedyCTLCT45JNPGNuAHeEWP8YkxnumRFpxbgxE3bq7sVGPdXU7Pbx200LsxXV7+P6BRaRc2kRAKNsmLPGLxPY8OWO5Pk/0w6hd7w5fVeLVWyfO6uO1MMyCezQ8PBwzavXq1ZCpdivOAH6ALl1iP1WMybl27do40zM3h6pUegxMm081pIBjlDTly5eHSiAC9Nck7/xs+szcLxbIn58E8DhmuANuVbnOnDmDHZ0iRYqBAweymqeJsg4gClcGkp955hmqY9OAXb9+PZYm4wcsby3BOgY5Tz31FKVDT1sHTBjYNHaDcMeOHbFt9ZT99/o9R8bMts7uIOb48eMY2hDuhg0bLFgbbKkyQxTDDxaxPSHowHDL9kFUwjtELmswHz58yIyEBIMGDbKWs+mlnr+NmKGP/7b+u9jaDLdsVbQJIIlptddffx1MGCDpOd26dUMNBpJNmzaR5aeffmKh9ZVXXlHOIroB47dj9tcrYDAcEx29r8e4lUVb3jr+n+fi+sETBwZ+ZVBIIk8mlO2GDsCxT1d2/qoJgsHXVHtnc9M+mBVapBaYO3cuPlyeRv2P5/z555///vvv8XVoKW0GcHHUrVuXvNinbESzmcZmJAtuWKnsOKYUuEZP3PglcP7iX8ZHrCbsD2/eWZCqZvT9WGUeXL6+OHv9q3uPoNvYsWOxzrJkyfLtt9/aoway4LKAMZEJg9hUxjqSAYw5PkY0Tlv4Tq8eViq64a69evWqdUZ7MXgnmH8AVJVnSk8JKDegSRuVUqNs+HpR5ufv/x0PmUoCJjZOZIxfaqexNpF4XTDtjQyiSg6+HcAEJVpEDyZNgOFMEfjNbdaO79Kg+Z0zT0Yv9tItSFXj+7nzYG1cRixpaFqp7Ddv3sQTBRTQMRsWmSvYFKsib926hYuJVQHSY4wbGZ4dSLN56/cpi+lR4K/dZdKwMF3onbPxMFy0vIktIJRttMXhESa2TPChLcwTrEiVE4L+IU1txW7EXNlxaGnuxoc+mfo4JsZCNMZUw4YNeRLYe4B9zQIaxjWRWDq4m3naucVfON2e84Fnj2cSLwfuVAvhRi6Z8LLRGGaEcHkUFU1AMRAiZiOXmpAzc3+G2tQ4tOOtoXu7jdVuQcc8z1hqzPotuFWlIUHGjBlxpzCT0HIZCbAJhBEFG/bLL7/U1MNCr1mzZubMmVmFMyJEnwbfAgYvqE4o+OKC4BqKIxRlEyZmS8v++vTGw/g34EcaUbE2i5OsJeCawCw1LoSUTIDwbtGg+Nk1MFkaReewsDAHog59PHVzsz4qweFRs6gUDM6oTEZcYfqxhN6Fu4P2YrpD/3EgU3+LmRyuJOrI0MtopB9R9Mlshmkymo8tksOHD+d5+fnnn1lXsEh58Zfdi7O9+PeGvVr88oJNHTcHAzZq8DM409IkJ7BAQqNsWnTw4MH0WhZ/6Kk87Ty0+BOZaTrXciz3s7ajvMY8D/of9Pfhhx/+0qjb8vxNlHDcIziv+YyqdVk8kDlz5uThxLayvqticNeqRTl8FEzALaalVKFevXpMbNesWWNPQpzx+ItRGwbkWcK45mlEJTwS58+f1+fd2f5TWODElwsvbYpkBLLwM/Lk46OApEaOHKlxqxpmeDgZdWBebUjTi40zjH8GqDEGp0yZgnpYizAXmPP8x5nXXoKFCxfe+O0k1WFkhakJ8JcwAeLt5XIcj+OICcHTTz9NkzHAQIj0NOxTx7ls3oWAWJ7F3P76668Bk+5BfTt16mQzsRaJiQDHqWWSpXle+j551ctbD3C3e/fuZOevYm38QljrmAiAqeU1HoDueYeIAXj+/PnaiGLPnkDs3r17WV5Wrnz9k0JX4ZFcsGCBfl7IXEHzyJN3U+Me7L+8tu+ohXpMGtjbg6WiF4hW+PoY59iTY5HewSWl4/+h06Jku3btWGNnbVxNKx3kMtuthEPZdHflMVDTQ+atNAyOVzocjc30k+7L42HBgw7ag9Wzrl270tuY8MKhU6dOxWxkSICM6Jrjx49nmStzsuA5AZUmFXjh92PHt78/Ynnh5jaXs37//Xf4mnUn+r2DErmFdfPZZ59RKDs9mC/r/QO8hsfjh9/AsYQ472IFgwbKwIP8ZT3N2giKKPP6guCa2Nernml1duEvSiY0wQf8/t64j0s4i6cIZCAaxa1MF4jE0sT9Aj5xqmEvgcKKQQWbkW0MISEhL7zwgr3ExuNXl3tjfopqP4bUhan5S5gY49mtUzJToV9hbuMmYqDlNXfrNAZjeIuHVkAOYFJfHM10A+u8IA/+2nzur5VbVhRufmHtrh8zP784ywscN0EWWIkmYBjGqdKhQwc0bN26teO1BOuC9DHMAxicaA56o8XwrE/2xx9/qO06zNhYaGGYpJvdvXuX54VGxGBnFEcZqsYagLXvHlEHP/pqftJn19Z8TxNLv6LpycUyBo82DIudwY/lH9ZIlXHD6M4SBUo6fq6Zb8HvDLFI48cUUOlDGAuGxRsSaOWaPJAQKJuegSGMpUMzMFu3mEHTGKtWrVIeCcxJ7Eo9D9prnkWLFtFNkfnBBx/gFbWXLKJeRyjg1aS5hwWVnl+u1ZkjlqYxGfF+YDnS77EZ7cmxiOfZoHthUH/66ad0ero4DzPdCwPBIqVzlzxFVI0HmyKwYqyF/JCm1rwkzy7K+sLa6u8cm7hgS8sBmHI/pK3NbkVtkxb1wthh4owbWtl0rG4xqCxevNhaYLxiGNh4FEEAU4haO7cnz6JEDNLvU1RVxjV/Cbu4kwdyZCcMixCMW7xuY1FcfC/xkmGc0hzQEwRkMzvIgz8+3yVPNV7/YldOhvyl9vsRJVsvy//ywvSh2joqHYaWVZYKLmy9YWtTbJyROKyYBLCWEBERoQ3PelubJRASUCJ2jL2pBmrgzeMpAC4sIZ4Fi8eQIef7oGqLsjzPlhieWSxrmp70eJ/0Zem13b17N7tasW/oLczGLARqKZm6Va9eHWnMhOicmneIUZZxSNl5DAA8FDbHEk2OSQJ+T9ksx7GaB1OwI8qxJxH3CKMrNiC7jK17jL49IEoEYq049sbixZ6frAqUvSBzvXfTFU+RPDkGsmJYfSdjtKBQWFhfRJxhxonQ0FD6GUYEnhA8vMwY3DiJQ1WE8zxYa3L71PkFKatTL/79kC5U1fHnym8zk7VIzMQZoOj0vCODix+BbCW0SOPcJQKZLUGI7KlwToJ1rsU5G6hK8ZewdYL4xrC2QZVZrItvRpvp4TukYQzavKtF0grr63WOrUiSZ3HHz0tSCa/IvKSV93X9d70BDkUU7/64q8MoLzkGO7ubYG06uXrWsN+bNGlCWY0aNbIwlTSF9QE4kW34pGfaCuHqHxY2jUDZ2ApLCzV9rk7sAjvuHSNzF1ana9SoQXoeNGvvDRYJExfWb3DL6DXRhzHjmATzkLJnxjEz6HP5KuzflM34yfCITcEOXCMI4rHlgxJwAa8g25zl4S/G/0DzY9/FuXlj00u9FAUsyvT8z6Ed+uSqUiVJpqHvdD0Y+e/2WBydSOOvEfUs0jA7Vspg79OfmHtaJHDxEta2+UifnvvTwnR1/sduz/6QutbJb1fYK4v5DcSKTx9nC+/y2JzR28vrOJ4JE9AxxXaczPjdE5MWxrJbQCzHETae0V5KLEf6iU0M7WVxEI8cuqVBadikP2Z8ThtZqdSG+t004QjBe6BduiUA1WIg40OAtXl2MGmZZmG38jTFOcxYKMBiOy1bs1r1jTMWbBk8aWPrgT9Xe3tJjgYMQlRkUooKDVI8FS8HIPVFJtYD02jc09pIAF/jqIEiIAoLHSwuYQaMA+rCq6Q2mcEivQ8vk1A28PnjDw8sHME0Z9myZVjEBquAFwWLYMuWLbi26XC0KIMw0zq6I9NSXnemrzDJUvMyBzLvn7+Mr+Dxo9jvvVn8HidLmr7+s0+9/sL9fJlC69TBOmZEsUhj8JK+iK2E0YQ5zEZag7lcTIa9xktAHF6VJDBpjvpVK3/3cfL0Nl67UKWw/oN/AOuJGT19PV5vn8epJzMMbE98OHGmNJIg5sFDBldO2kyWOrjJlZ/ccgwQjw8jlpHS3Z4m6sbtvV3Gnvn+55j7DxHO5xXr/xpr9XvoB+uxrYgZLUujDM80CgFWs3le+OqA8UJx71xcu+unjz4P3P1H8oB/oAtMGhAdo0m4myQ6bcaQl08u4XQ9LdJIAKcH+8rZdICFxHyahSuedFzVbOo38iFGmIElTSaOsDab4jHMYQZmtzCDkdK9l8aHw4UrReN5UCtd0ER85TCn46UDaBqTgcUQbTKlOBHb04jAjQ27KzsUI/SHVDV/DHmON7sOjpjepHilNEHBEA3zRzZ4MCRYbMYwItwiDY5sg8aXRUbnLiPKvkHVWKO78PMOIxLUQhzjipHEvk2zr+c4qsZf36rhxtIvbzvIFxHmJ62M0e1GsTZF8aUB7FA8YOxDZZcLdAbB2UxpJHLY4CEFAlIPrNR42UtdFxd4Gf/brGTPsphPA+Gdd+7NGvxpMCyf7iLAWgiLW0bcNZq2sDasgvGB71S/UVJLYIaAf1jZbEVQnwFSQxmXEAQeXixltbAQ3yEODzhr/axaMLFlLIVY2Z7M616sZqg38ZRATEgmWbzXwJCrL+L+hSv0quDsmbKGls/+QuVMlUtq3+dDMr4XMmIhot6IESN450Wf17mwBQLOCTGS6/HDR5eaDA2qXjx97xa378Wu+FtX30IO/ZgFJXq5h+xNN9Y95vrty61HZZ7TJ2kGu/MGfe3sdQB9Gi+E40AgOubW16vuLtmWbcUnAVisLvwc1xf6Y2cLuzjYTIUnmg2OGCUulBZA12JNEqsWmWsjVk//ZPTApm3zXX98/eDvUXfuZprRMzBL+vjKxzHCggq0i5OTuan6vo21EHs1Zb7I3B0f/ZgxY9iuik/SdLa2GcaNOHVgMLcG3Wsx7dq9ZqHhwxu3+UCPRaR2ydd28LHgWWN25sr+Kk0gAa8hkC4gWdaA/8wEmzdvrtfE+2H31r1oQNr49hy/QIBWSxHgEl9rsDioL64GNTDz9pDrPQGrlvkuBhPrfsx6Ea5k0uL4TIIDAjWVPBSwWVO2qGKqY26zYcGEtrZ7vIQeAtRCbHh4r9Klvfp14MjIoz16jKlXr8TQof0/+mi4pk/ydKm1sHWgXLlyeFcwPDGxrV8rsE5vPMbLCKjqp079gLV7DBbjenoipZfrrqqQ2BCIs77MTVmYwYzlpQfXWxlbmF03bPBnJsoCO45KTWZUwOOw8O6ee94d1BR9WM3i+WVBi31ovDWmaWUGv7Z/UDbeBlCj/WrXrqDB57VA9uyZKlcuacHajkvnbQLeuGFTlONk8b3rEwTefLPxhg17fM7aPqm7aqDEhoCD+vLZFjyHvGAc365rLz0fP8DEZiWTv9rrLSqxF1rcXk15frH9oWw2RPFmhtqYqLTyOWu7ZyZlrz3cFY+X2V2inJOTL1/O11+v1r37+7xHzvjB/r845dAFPeTbjbNotycYPPi99OnvMQIZr77bdfCtwMSGgL364vHT28JuaRQsWb5Yq74G4xaB8RJir6ZMI9jxzbsRLNKwJ42nHg8+LwoZefbjpUB8E/sHZeMdjm/F3J4e1u7SpdEXX4w2Scu5vYKOBdKzCxdOx0pR4qw+4CQ2BLxWXywbPiDlQ/vGXk3Zy8hb0Pg52ezA5w9Nwtr+Qdm8BOWYULxzF9bu2vWlxMzaRYtmSOSsnagQgMsSSX3t1RQPO+9Csy2YHWVQthlY2z8om/3w3iHlOEsR1k4kz7C9nmDv2baX3t/jE0997dWUV+HY/cWnu9gXyG5LfgR86B7xD8o2/nKjF54QYW1h7USFgD0u88Kz5uUibNaUVxN4kY3VSD7GAFnjzmbSz6ZvL+umFecflB2vN2K1unkuIKydqDjLuiPZfLatkyWYmMRTX+uaslWXdz4rVaoEccPU8DXbyX1I2f6xyY/P2vmw9+/ff8xm6c8+m79fvx79+g1RB7D6fPePTSVdj7RZ/Vq1yp86tYz9XuxAT9jVB8DEhkDiqW+cNeWNIb7H0KxZM75Sor4Tx7fA+Das64+V0xL8gLL5HLM6uc7pSrqYsXv30Q4k5MlTSJ2ETZoEydqOq89XgRJ29WnWxIZA4qmv45rygg/fIOKb3byWiYlNT2BbCxa3u75T5oBVHNwyO2Xz+cRXX32Vl/3ZI+mgGh66VaZMkV9++dqecPUCFS/aso6spUlIrJ3Iq0+bJjYEEk99jdSUzxZyBhsfZeNLtnwySJE1D7g6G0R75L0cMDtl89ooR2ox++bsuDihSZq0XEzM3jiTGU+QMWOtOAXyVQQWkRl4OR2DFw18SNlur36GDJyrUMExXCapfrzqriVevHhdly5hf/550V4r+xECNptJq6nNu9aR/l5f6xrZizFYU77Cik0G/2A7cpACW0d40nnM+dmT7Ol4Uy8/8hl1DgVnfOMzjy4CQd91UYK97Pi2zLCObE89T8f7dfV79Ro7b95Ixdf0EIt/BqHzawQM1lGfLPHUV9WUMy05JIHvQ+lB8GHY1Fa2eoPG4sOnPgTLZtEmWUdGN3umok213RVpnuo7UaNTp85XqVJKy+gcgH6NgFZ344HEU19VU/aHcMApX9U3DpFHU5rayuaUW75Xy1FSxiFYtmxjtWptQ0JqZs/+XJs2A69cuUFeZWJrNpSK+fLLBaVKtUydukrp0i23bTswa9aKIkVe5rJWrbdPnjxnvERS0rTs2eQ7qz7c+qNVk8CJE2ebNu2ZLVvddOmqg8aKFZu06kyevLBQoZeCgirxd8qUH7V4wLEJnZbAQcAk1Xeg//TpSwsWbEytaeK5cyNUXagymgcGllfdw0EF47zlWwTu3r1fvnzrqVMXaXpS30qVXr93798v4Vh3CSO5NIEWAd/WV1Nm6dINFSu+lipV5WLFms6Zs0rFW9f077+vZskSqkeDcObMoZcuXdNE2QtQU9ye+/fvZxGSMHtF2DeCKenDt2lMTdm4jXr27MlRBhyRbg9Ti/h+/cYPHdrp7NmIvXvnxsQ87tJlFAmU9cRf9U9lmTcv4vvvwy5eXNugQfWGDTtPm7ZoyZJxXFatWrpr1zALsQ4uWUTGn8sciuaEuB2k9NqtVq36VK9e9siRRefOrR45suvEifNU0YsWrfv006mTJ390+fI6/g4dOgWa07SyCZ12117APNW3p//q1duGDv162rQhV66snzx5IMlUXfS9QsXkyFEvZcpnn366MQCytmyvyhbxPkcgVaqUixaN/eSTrzdt2odu27cf/PTTKYsXhwcH//vdc+suYSSXRU3Vpc/rq9TAEHn//U8HD+5w4cJaHuRFi35R8dY1zZo1I3MpLQHJfvxxbfXqZbJkCVFZ7P2lppx+xVHFPODqMAcecyjbt8aZqSkbKDkHlu898lU8e7BaxM+aNaxOnYpp0qTKmTPL2LE9f/ppm0UC7RLOKlo0Hyl79257/fqtr74aqF1u3hypJfPHwPHjZ1u2rMdhO2nTpq5Ro+yqVV+oWowZ8+348b3Bh3j+fv5577CwGVoFjUOnZTFVwJ7+I0ZMo6ZsJKetWU0dN+5Dm2q/9FKtOXOGM2Zv3TqjYcOajRp1wYizmdKEkXnyZJ89e3jr1v22bIl8/fX+8+eH0f/1etrsEnHm0kswW3j48NhmbdSoRrp0qUuWLLhgwWdKQ5s1bdOm8cyZy7QqEH7jjUbapb0ALzpiLHJODXsf1Dcz4G41w7CXxQvxZqdsNtbMmDHD+EEBfGNXQ43RVTlGtBh9oEiRvOoSaiOgv4TB9Sn9LtypU8ty5V7FBvn22+Xnz/+7AfHw4ZMwl1ad2rXL//bbH9qlcei0LKYK2NP/0KHfGbc0VfUIaJEEMEtDQyumT58mW7ZMb7zREKu8f/8J+gQmD1PHAQPa16z59ogRXcqXL2ahrb0u4TiXhRBTXTINwuywVslmTRs3rrlv3xG2BpGev+QlxjqvRQxv8DF15vurHC8FU3MXu5tNI+wNs0jpzUuzUzbeYY49Nu4jBlCD8IG+PqXFpf6W34WHD++8Zs3kAgWeWr58Y4kSzcPDZ9urgr7WxqGzJ8238fb0xzJyQrGqVUvhFXUiow+z4LQNDEx67NgZax0cdAkHuazlmCcmODilTWVs1jQoKEXz5s+xXkUW7JgWLeqlSBE37WbMmJEHhHPFcGfjEiEvFiS7eDlMRzb52QQ/NnLo0KHs8/v444/tpjB2I1mywOjo2HEykfxKlSr04Ydv4uPbvXv2J59MVrUuViz/xo17NQQ4a4YY7TKhBpg1KyevqiC1NlLTPXsO4zcwktIkaVat2jJ9+pIdO2Z9+eX3ERE2dqTZ7BJx5jJJ7azVoDrr1u22jifGZk3xhEDW3IW48ZPYzGgRyaeg+Iwf7mwOgWTJEfrGLIC11RsYFom9dmnUJvWaQhYFTZkyhdOXXf+SH4/fmjU71OzGooiEd1mnzrsrV26+fJmvRN7l6S1UKI+qY8+ebVhZXb9+N/H87dbtM/z4Ca/6FjXq06cdtYaptVpbJFCXzz33HguVmJw3btzGi9227SA/AuePP861azd4zpwRZcsW/eGH0W+/PcRi15PNLhFnLptAmSRy0KB36cD0c76sd+jQiZYteyvFbNaUW6xAMt9ixsnfZ58tYbAWnHLw+uuvw9ccJ68oW3uVxlcvzZl9X/bFixf5hpZBfB0kCwvr3rHj8DNnzmNrq60CDhL7+y18mqNGTd+58xCzv5o1y82fP0rVqEmT0IsXr7zzzienT5/PmzcHyYx49Pwdjfr1q1FTGO3cub+pNa7e117rb12p/v3bsxgLaMmTJytevMCkSf3ZSmSdzIQxbNdr2rQHI5PaY845pdSxWbNemzdP17S17hIOcrGZRMto2gArySw/Dhz4BSs0BQrkGjjwHaWqdU21KmBo9+37+aBB72kxRgIsPL788svTpk2Di/LkyYN3Gz8tP7aO+IS1TU3ZHAnBezQHDhxgemIEXGsu1mKaNq3DP02IFq9i7F1axGvZTRh49Cha29RVt24l/tlUskOH5vyzvmVdU+sY61zmibHWVh/z9tsv80/T9tVXX1RhfRrWsmwuZ2m5TBuAYSMj5+vVa9OmEf+I0Spos0vYy6UXZeawxUOtVLVZU3VrwIC3+edEjSpWrDh16tQ//vgjZ86cMDUv17AvG3e2Tyjb7I6RVq1asc/m2DHbnz91Av2EmmXXrl8Tg2M6oTaf1MvMCJw/fx71+BoUi5C4tn17yoGprWxgYuGRj68OGjTIzC3qc92SJatQuHAetpb7XBNRQBBIYAhA00uXLmUpskSJEjhVcYng2vbhKQdmp2zeE125ciVbIxNYP3BvdR492u1egSJNEBAEQACC/uGHH06cOIE7m7dD8IqwegmJ49H2FT5md4yAS/ny5d944w1fASTlCgKCQOJEAId1RETEqVOn2LRWqlQptd+MfSPqw9m+wsTsVja4jB8//ssvv/QVQFKuICAIJE4EOLoEz3Xp0qWLFCmiLGv2ZbPqyLYIH55yYHYr+6effurevbtb9vklzm4ntRYEBAHnEMiSJQvsHBkZuW/fPigblwgv0XDiAZ/vJ95XL0CanbI/+uijfPnyuf72o3NtJrkEAUEg0SIAL+MSefrpp9evX3/kyBFMbN6jYWMfJjbE7ZMdfrSFqSmbV/t5W523j3yFTqLtrFJxQUAQAAE4ukWLFrxN8/PPP2tebOxrfr4iJVNTNt+lZTLCmCa9RxAQBAQBnyAAOz/77LMXLlxg94hPFLAo1NSUzeDGWb3r1q2zUFouBQFBQBDwGgLYjnhF+HGGCQuSciqNI+Q7deq0evVqfEmOEsk9QUAQEAQ8gwAcvX379oIFC+IYYTu2z0+lMfsmvz59+rA1cvjw4TTH/v3mem3d+/p4p8THD6KTBAXG2f+9o4ymhpeL08p1EPCySo6LM9hqDqoT5y3HCsSZPb4JvFycXj190Xwwgw3aLVu2hLLZNwKDY3T78MhAs1M2jiQgq1Onzp49e7p3H62HNRGGvYBAUEDSMQGlPgk4/HfAA1Mh7K66zwuo1Cpgp6mqZlAZBwhkDggaElCsZ8CBBwEJ56PwDuobJ2LuamW293FWL75sPggVZ6HeSWB2ygYF3u6fN28eZ9PwGhJHZ3I6PesALEv6asXWomHwtlvEeOKyTJkymk8fN5FHEYjZ8sfwU7nOvlbBSEW8UH031/3jVYMHDzZSNYNpzIDAU/P33s+Zvm+N/zOosyvJzFDfuPV3Ryuz8WHjxo28R1OuXDm1L1udb8CpND48S8wPKJvm4UsjvADJub387dq1K+5/t6zeXr16lbOC4m7+uFLQfnx/wKMNyUdotS/Q8iExZmpuQcB2zfLkDRqyoOCl6OhKBW0n+G+sp6vv9rrnz+/ms3h8i0DSA6eTX3+QvFdo2mRxu7P+23ROXvm2vgaVdr2V4WuopkKFCiw8qkLNcJCYf1A2BnXx4sX5nl+/fv0KFy7M/nYQdNGdxEtNfNOVD5iwVd5gJ7CZjO4LWbPr3msnwlEWY77rCNisTmxkssBH7UKTTVj1uFTex8Ep7Cb754aXq++WuuOUdFypeN31LQJJHkUnn735UZtaSZJ76Vl2e31xDfPs2MM8Xi3O5Hv37t183hppLrby33//zZf6YRu2Zv+zWyT2PRr0xIDg58NXabzUzPbaw2C88oG0b9+eN2u+++67XLly8eI/6wAGs1sn4z34rVu3YhrzWcWOHTvSBtZpDMYghF7lzXdYKQvdGPBdQSCO2pXI97hioaAfdyVp/5zjlF6uvut1x9frgCAcV9bmXd8i8Hjhtsf5sgZVLGxTN09Eure+7MHgXZVly5bZY9h4tfjBgwd/+eUXNKzgWitD/chhLotXBKZWP8YqXCX4aX3I1zSof1A2iirWnjBhQuPGjcPCwthDgt3tXI+cNWsWTI19XbZs2W//+Q0ZMsRej4mzCJ5/frA2PxZLtfS8ZM+0wGmxmhwVoA/xrZXw8HAEMsAoSwfzxCKZGy8ff/B/V98KT3/xTrLiT46OtCncXvVtJnY90vW6XwoI4EA/1zXRJPgQgZgL165FRGac3DlppvSaPp4OuLe+fNqUYxWnT5/+1ltv2dTceIsz9fz+++/5lhMPeIWAvK608tq1a3fs2MFsHo7GxFb+EMIh//wYRXy4kOY3lE1zAhPN8NVXX/Et1g8//HDs2LHPPReHDWjRCfACDxw4cM2aNTVr1oT64UEcxAsXLmRTynvvvWeR2OAl7AlTq5/WkAwqDAOsMr/zzpMj6QxKs5eMWn/++ecsg7Rp04Zuw/CAL9tF15C9srT4tB+9eWHC4qKLhyWx7yS1WX1NgtsDrtcdys6dO7cbFfMhAn8MX5C9fcPs5UpYV4e+7S5zwUK4e+s7cuRI5PM4N2rUiCUri7K4NN7ic+fO5ayv1157jceZjHzUCXPbWmCcMbhEeNx4j6969epgyDdXsbLhax46xg/fmtixytO0/vXDG3D48GEcI6DZrVs3tXfCSBXYJojbmg735ptvzp8/n10o+FhmzJhRuXJlBlIOUjAixEgadnQwLEPizKHOnDljJIvjNMePH8e0ob6MAYw6jhO79+6ml3r+OnSae2X6Vhrbv3yrgLtKP7d884oiLaIfxO6esvhhb9LJ4RqLeLNdqlfkIGtsnVdffdUV9XihPHPmzBwcw3PNt+Ro5YYNGxonB61ojpuBEOD6iRMnIgqDnRkARMG8fOfOnefOnYN/tMQ+CZj6hXWb4yGtC3Mxn6KNMTzZMsnCrs2UWuTZs2c7dOhQpUoV1n/xV9SvX58+jYmqrNR33303b968HDLJx7q0LE4HOCauefPmDNGffvopfjr87+rL6E4LRNXWrVszzvfq1Yt+OWzYMKdFOZGx3Be9j43//tbR007kdS4L9XUuY6LKFX3/4b6uY8tN6JU0RXLris+ZM4ftsJgj1rdcjMGP6KIEffahQ4emT5/+lVdeadKkCTay05/F5xHjGcH1jHeFMG8qUgpGGF+Ui1d3IjGvzLBgxrY0BgCeX36YXxhM6GkKE9vkX/LTt64+DGsDH54H/A9s1q5VqxZ0jOEMo+mTYZCyrIFrgiZkqMSLMmLEiAIFCtAMkDV/Ma4ZTmmbTz75BOsbOS6eC8wQjb+FgaFHjx6skTIMsM45YMAAvVbxDcPU9CGoH+c7/hzcQWzvj68Qp9OneirrM4Pe3vXeSKZjTgsxnhGzBc+Pi4Oc8eKcSImGtAh/nchrMwuixowZY/OWg8gjYbNCyhbOXq+SdRreqGZjFfF4G65cuWKdwOkYrFeMd1yLTkvQZ1y+fDkuY0xsOBGvMbZXly5d+DqFPo3BMOYRq4Vvv/02xhy0q/oPjwyubeQbBOHGjRuMHGgFY7DKFcvWjx4xtWW6jDOEGTOOEc3zaVAxTyTzPysbFACOFQCcXLxfs3jxYr5DcvLkSfgR2xY3ZY0aNaA2fCDsuX7ppZdmz57Ny5McbQMXkPEf2zqKRsVuZfBESPbs2WkhktHYsDZeCOeAvnnzJgWxdxB9VNdBk7p16+KtY3rlnMxRo0aNGzeOKR4dmg7E2jpdp23btmp+4JxMcrGMaZx0CnZsFvPg4R/TljpdnPGMGIZYiExIjWfxcsovvvgChsUCcFe5X3/9NWMAbGhc4J2Tfx2f8H2Zsd1sZqGr//nnn/AXHRLJNtM4EYkJzAyP92jgR/qPExL0WbCImd3myZOnQYMGyhBGYXZS08P5zKk+ZZxhHhDejWJRisftH5qNNcXIxWscOE7xvbACpL2GZk8aWwMxifg2BlohSsnhGVHuTVjCJCY2+vslZaO3xtrQNCM/jzrMyLLkU089xZIx4yqkicHLk0BXY0WCERInFAYIjaHWfxk5WcxkxYNlCjoidjrOFpxfnIDjxFBPiYwTe/fuZV8He++1rsM4walxzNecmFGyBoK5hFjmd0ogtYCv2S7au3dve50vzngmfUwCjM+akyRNWnFK/4MDvrx3/rK18GnTpllHOhcDhopimJfQEM4JsZeLx2/0aFc/eADymK4M9uB/6RILma7+mCNSZZoVNmQwMChuX7exRXq2TpU7m3V6Oj+i6IH16tWDDWnlH3/80TpZfGMWLVr0wQcfIJZJHk9Kz5496ZzxFaJPj0F98eJF3JWYsVA2JMvz2LdvX+wn1J48ebI+sb0wbYqfkyeuatWqUC12mGJ/ZsxkYfaMl0Ohii3FJJt9BzCAhTQ2+3IUL1u5sbKZuJNSPWsIRw5aQdbm4WuUT4JmFnXwo0saQL0KyGEI2BSADi+DOC1H+/HT14VuwU/xNfY1zYDFyvhJqzAA8EMCzyTzKQ5Uhuv79++v2l4vxGZ406ZNsCpdkMevZMmSqslJideFhWYC+OxY/MQtwwNPH7UpRB+JBAwEehsPCT2SNiKGvyiJ5rgpmVtgiuIE1OeKM4wEHrxJkybBEfxYXudvnLlUgkODvr7x2x/VfhipT08X55mBI1x0/iiZDGxMRxh3sWGx40BAX5aLYbaHQhO0aanha155vMMJafi7eLAZVzp37kyDMol2cTZAc4SGhmLfMZeCWxnvGdcxLxzr9teKLZE9P3/xwGxrLzYCMS2xKHEYYoWwB5Quh8J8JcOVTTJswIDUMIFpZZ4gHjF6Jt45GJa9tkb6s0WNGDt5EJDJzFi5KHnQ6Io8j/RzsN28eTMzS/pAoUKFLPJql+xB4FGFcJnIEqDuiOKRRxRy7r40rNyx7wgTyfISLbVgwQLGM55H9oFgzyGHnSFbtmyBNEjP+hbQ8XxBHeig+UPgfX6whG839mm1JuDflE0FYG1+zLN4oiBuGFzFqK6gryrGEU1Iq6jOoUZOfUuQkew0MJ8PpJviWmHOhS9ML8QiTHoMLua2PCGwIVlob350IAqKHZ0zZIBkUYbuzowP22fKlCmsdlrI0V/yOgAmA9tCcftgJtALlUDVF1kGYbL2/vvvHz16FCXx5OjzOggjBKMGoxiuYQ7ImIQQ45YdvpHVZd4oOfz9p5rUVqVMnToVrx8zlWvXruE0bNasmYPS47zFBBYDh8eYcQiiYacNwydzpjgzGknw+++/M5TSAWgv9hI4QdnwFJM22BBPbrFixZYsWcJy2WeffeaK54EOA/640ZjRswoCkbEAzoo68fYqRSuseubV8l/2senFhqnpujQKLKb6P3yN0wDiw6rANLEn1kE8ZMcgymF+TPjo0qorwmhsosBopdHpzzCaAwkWtxicGJuxi6km/IieWFE8kjAjfYm+TRvRSxm8eR7p//yef/55ilZyUIBJMGMbhj/8yyy2WrVqRCorjSammnhEz9f6sO6lFUhjukb/hKz/+usvtnxA9L/++itoIw2LilWuokWL8jggHwn8eHLRR/lDeHjNxteo7feUrRpS0bQibrgb+4Ifkequ+kurwJ786B/8NONan0axNm3McjNzQIgDtwYWNOaAhZ2CIUDHgqrIgkWAD46WpsnpPRZDNGVRBFphPDIGkACB2M6QiL5o+gpdCj8p+8TJAmtj05GYH7cUX8eO+JkzcxeLnq7MciveN7qsXo7NMJuTSI9Jwt+mTZsyDHzzzTcs/rA6anxv++XN+7e9OvDFQ3OTp08DZ7ExBnCwhTG1mOBDZ+yOsll6nJFUh28/ASDeLf6ywwfjnQcJmVzGmd1xAirLSgBsCKOxYtF5S9SFca3xDjnOpb/LY884B1NAr6BNK0M0TN4ZVukA4KlPbDDMEA5uiGWIookVw+JtYDbGqED1sWetRbHh8vr+4xZzHZWM9Te1iMckQAkEOlgJkmJ1HRMSjqMXWct0EMOEDGm8s8bIBBtqXZGHCFHse2PCB89isjCeOZCjbpEd3qeHs0MXK5teTQy3UBLSx0XJD67kKcb2YnWK5wsrmDBpGLxxYGIX05O5hExpCJDnWUAIP6RpfI1Kh0q89fL9jTzy2hMNayMK4cQoakYOP55W8qqwmoVTO8gBlSjFVPa1UvJfddW1X/+lMfjxgPGDIvnpq0Pr8qNP8KMt+envamEkMM7D2vQPJlNYsmobCa0Ia8OYp0+fZnkHImCQx1jABKA/0QlUP+A5QT5TLf0QjXAlE+KAK3n4GVHoWGTnLz2GD1RhZpKG7sIAwA/1EEhftBgAVB9CSaxsxglsBzaQwu+a/tYBvChYXpTI60J46pGJZMxG3BoABUc4tvr1Avd0DHscHb2/UlYMdqYU8A6VBSsoBrQZAxhm9OmNhFEG/wC7YljXYpuNIi8u4Qvk43UxIsRBGhz3TLHhaIibWqd66ys+vorlCD8qt5WDvNyiudlAxkfumZSwrkBjKQ35y6CODw0zkwUGx0L0d8mILxhHDQzbrl27WL75h7lgHH7MXbBemXBgxUNh+ox3Tp3/uWLb5/fMTJUnuz6eMC8QYvCyroNNDZkqgYoKmUdyl+EBHzGrNURa5LV5SWsyPsHIdBhYm06ITOquTAemenRUMvJZTVqNSQxLdjSWg+EfE4cmwPlDrTFZNIH0c/WkwMhYx1zyFCjW5qGAZOmfjDoQLn5LUoIJpjH7r5HAM0jn4a+iWp5uJPBA8YxsytVEm0tpTzTSEI4cYlR1qBE/RPHjyQV/8KF26vnlkdfPwm0C5f3IBEXZevhoFX76GHoDP32MvTAZFcPSxvARJiQdDkuQPkRnolvQvaBvjAUIS7U6ohwP0ZpMOh9WJE4SRgL6ulISOXzNALsbu5VOozoiMm0OANRCSWMSwGOAbvhbsE9ZGbeoEcMA3ttt27bhiMSup7vTU1VnRTLVwaDDpYMtw1+LvDYvH1y/tSBvoxE39wWXL0zRqK0EIgoF0IrRCGa0mddeJN94YYkYax0jHWkwGroBAkYWkwAcBVCGvbxxxsP4uIAYVpmMK6oNbvflD83zsCiHfwPO5ZY9IXABvKnm74x2jEa0tdKQtlYWKxLgFNgNf7SRAQDjkdkJjmDMUl4soKFVc9CmEASkA2uwMxVChzVwlTC0wCZKw80vf5jp2RLF+r1poTBjBhiyexWvCHI0gYoK+YuqeBIYVukhBKi4hQSLS2qE7U+3ZxjAVQUOSqbi639merFTPXLB7Ez1mLswGOCEwQPDwABx05lJzA8vBLTO/JK/1AgYmTwhzVqgZs/Si/jxoPHoQa88g7FT5nv3tIdCr62iWmqtqFbxNUiuSl9Po2zSI1CNBCiMTMLEKIH8pb/RoAjhB0eDGLVDiIrRF2eGcIKlbBfB1dqYHkMbWyxs8uhq8uk0iqzjHKKVTDqiGgnUHI2+yyOhF4hkJROBdBq6Dr2ZbqT1aVW0kgZXYo3iH0TDZ555BnOVJ4oELC3CngwzjC5wBN5SIhVBIBzJWEnIZNjACCUNjiCyK8n2/mJRYk7e3/Lru6mKpvvqgyQpYmfK/FAegaDEwhFVwzTD/WJPiD6ejJiueBiY4ZJFSSMBjx+VhQH5SAu+EbxJDA/6jAbDapmrVq1azAmoO5Qd+2S++UXyhX1gEMYJ6Ib5NYSLVasftBgLlWeMHZ8QHKwNF9BMCkCEqLkzDzZg4o9mNgZjsqoBw6K8TfWQiWcGI5pxDobVdv4CAtQGndFw/OUuUx+2ijLYMCeDZBlymHVdXrNrX7fwFw/O0a86QohMsPB3YT3QjlCPag5NIDJBEpl0Nl5cQBQJaCZWYula1noCC14UXHPUlzRQsGoUvZJKJtRGds2yYf8MtjxjP5M/pjIWkpnG4Zlh3Q8NtU6IVvRtpGkC9So5eABRBvkgz089I+CmqFZ7RuYneVZP2aRHID+wBQqIG3c2VVOjOEJAjDalQfmZlqwVqkLZFr3r30vVxqqBYSI1MhNJM/P0aul4gGlvNSDHOUSTXY32aiSg62A+qH6jOiJiVUfU+hDdEW6lGyFc36dJqaQxBmC2Yw/iWoVi1ANDYh5jfti8aMhzonTmmeFRgQ2Z/fFY0kGZq+I2QSvci0yruatVTQuwJIv7BfcCWjGXr7Lz6uMs6R61iDWK0ZYsdHdkUh2cLSyfwrDMxInUJFgHABabi13YjCj8NGqgjtSXx5i/qI0obG00pHS0tZZjMwZNoGmWyNiRhpFO3ZFPylg+bTU2x4bPqAjI497FGY0HjFtMm3D1EGAazlBHgIUpbGFIk6ZBE34EAFAZdLADGiKH5sMjhHqMf6jN2IMhSS7u0kA0DUsUDDwbNmxAJmMq/mvAR5qGnp65ABNaUeM61IkbDTbMljHTiEfFotvUyv9yKAowPMOtGLYwO90DPwMeGw1AVCIylgh1Wx0YUBndSQ8jY+OTAAsaTegnVISZH2xLLVilpB3ZPoGxTDXtKal1RX1/Rj6l0KwM7XQYhTkTOzZfU0HqrvVw1QlVx9YrSRr9D+H8rB9A1ZPp1ciht6AMohTVaopZU7YmWYkFZPWj+UAM2NVPPchaYhMGhLLjaBTVwKrfKIblUVfPv8qpLFbjQ7SFQHo5JEskj4cSqDoiD4zqiI6HfTJqlg7POXranEJCrHRxZZLw/Ci6USYJEjDJsWeZj/P88PIRTzL8Ba1AFgwDfA8AbzjPCZ53rEi0enT1VrJ+s+93b5Akfza6uHr2+Eunx3jBPIRr2GPAQhObXijXGmLWyvBUsCSAc4A9OfbohozQE95SLHfMWOxxzGFraRYxeIrQE66kImqtFfnwBapCozcbDNG2f0FVgMYeOHanAAJtgShAwLqErwGBWtMueo6gofUAUmWefIQgCr5jDECU2pCg1wo0WF/F0gQlBPJT7E92hZ6euVSb0pSM63gbEHt9+uoU565/Fn1ELxPnA45mnMiohEDqqIZP/QCgUZjWT9ATdxkzMDYX0p81geRFSQZ4PEWKrB0rqWVEMj+0BQQApDdSfWIU5lSTn0pMEfxU99ZjqCmpydQH/hH/hLjVAwjJkgCepT8zwKgHBCT1bOuAsvXC/TEslG2o1VS/UcMy/YaAlo2+QqfhLz99p9ES2AxoAtVgQC+ni6uUDjqiPVF6y13vw1HpeU6QSRdX44riCJ4Z9aigiSJ9jFlMTkxCi4ktzI73ALrBia9RWLKtx5L9fCBwxBvpM3L/id8GBBR/sYAGz7K4z4xYuS/xA4AbHAQBwb94S1mzxSui3xZpbR6iv9INAxD7HeOXjepsB8YM5Fm1QAMA2cPABkHICFcPxjXrVNZcdqZqN/32L1RSQx04IIEKahSjoadGOzBU9rU9AGFDNXnCB8KiJQKpESMf1E8PQZomWVmIFuyvZy7VPRQPXj12+nzbzwLD3rwYfRdIqRHS1HCrlxmn6ao1tKoyf3/77TfaC4TRk2/5o49eYJxKKnzUXyVcdWZF3MSgquowKg0aIpNnBP0tMNSLshlWgKgHUD19/zxwdh86oWybMCbSSHqPRc3phRYxxi/1fVHlUn3ROPuTSwlRDwyPIg+hilEC4zTbSayYkbx4CbAToQYeDHTAtoUdIH2NbpShxEOedOSiVJWK5nr/ZUxX6wEAOYwBmNv4Wy3QYC0U2xB7GcWsKVVvb6qqKd2Ya7NmiDcA3WBP1mlxUkOIpGE2wBIrBVERdk0wqecW7KAoQ9GEZszuLfy6fvsXoFFrWEaz4JR5qHTWj3agAatSWRiH+uobSA+gNgBQOqBpuCEQafyotT32V4Vqf5XYfa9/nLRgjuQtq+sHY02yJhN94jRdlUCtyo4FGlRSry3y6TaqHyorRDn9VBoE0m2U3WCNoSbHLQGhbLfAKEI8iwAPDD/1wCgCUuXxqNibP2oKkRFmdPAwK2rgL9JgBwQG34662D683PKwzCUKOuAvqBYnL4YnGaE8KFW9e6ZxGRTGKKVRqrIfEWihG1QIt+IwhZ1xZSBT22+D8cvQwo8VVLZ/kVHRpeJHRMHs2lRgbZaG2sLUP4D9ixjE7bSTygJA8CdGb2OiFTVV4wcq2WN/rdYqcHb5pki+2Ld23N2oh/rBWJOsyTRouuqr7FigcSUtdFZFaBax8mOQBr52bBpbyHHlMgFTdjJXcJG8pkKAZ0z9sLbUA6PUM2K2k5HEKiUPP6aQZqordlDUwF9SQjcwbKyh1Kv1yX6TC6z/CgNSg0KJ4pJHlB98ikcFTy7Wq97whLw0SnVsHloIxDxnfQ9uRSA/1NPYn0KJ4S/CGSH4kRdVUUCbCmh6EuCu+inE9OahSoaEOEc7lRI5BDQA9Ta7SsBfpAGIcTMz5mHUwZ7jK0z8MGOO7PAggCPWQnJ8Zf6vxk/2FLouUKudFlBFaJcScC8CQtnuxdP30px+YBw/zIoaLCgse/dXNy/d/MfUJQXeeVlfc0RxqfGX9QDA3XiZh/YE2txvo/iaoYJcanTBxIaUVQX1eqqwFk9imDG+o50mUMnhrzZkIkqzMUkGXytM+KsVqmW3DhwdMydd8fw56lfllkpvLTm+MlUpDlR1TqC18hLjIQSEsj0ErL+Ktfcw23uSK04dsK5OpxwNqwfnjN0Prv30cjxnHtp0ZTCuUDr8qxnIhInRdLMXUDrbu2sw3i1CKOvumQtHx86pt2uGVq67JHtOoCZZAp5DQCjbc9j6sWTj7JC+xNN8UHtPp7Dqi8KsK6zk8NdD5qFNVwajC4MEP2XSGq+Ltf4+jOFzfYW6tEydL4cPdZCiTYiAULYJG8XPVCrev+3qsm+c/eGX3M1tb5p2O2lqAl10ZZgW6As/77y271jl7z42rYaimK8QEMr2FfIJp1xeoa40dcCW5n2z1a2YIiT2PWav/TTu9lqJXiiIVce9nUeX/bxH0iAbb6J6QQEpwswI2Hgzzczqim7mRCBTlZK5m9eN7PW5OdXzL62Ohs9NVyRPzobV/Ett0dY7CAhlewfnhF9KyU/f//uX3RfX7kr4VfVkDe/++ffR0bPLjuvhyUJEth8jIJTtx41nKtWTpQnmtJTd742Mvmv5ITdT6WlyZSJ7jCv0QYvU+XOaXE9Rz1cICGX7CvkEWG6OF6tkqlzi0OCvE2DdvFIl5ijX9hwp2qeNV0qTQvwSAaFsv2w20ypddlz3U99FwDum1dC0isVEPdr7wWgADEwpq46mbSXfKyaU7fs2SEgaBGXOUOazzrveGf740ZNvySak2nm0LsfC56Yp+FTOxjU8WooI93cEhLL9vQVNp3/e1+sHZQ05Mma26TQzsUKsOh757Ds29plYR1HNFAgIZZuiGRKYEhW+6sv3MW6f+DOB1ctz1dnfa3zBTs3TFMjluSJEcsJAQCg7YbSjuWrBa9bFB7Tb9e5wvupvLs1Mqc3FX3Zf2flrMVl1NGXrmE0poWyztUgC0adQ5xbs9vvjm2UJpD4eq8Y/q46fsRE7MDjuD1d5TAsR7DcICGX7TVP5l6KcNVlxyoCD/Sfdv3jVvzT3srbHxs3DH5LrJVl19DLw/lqcULa/tpz59U5f8un8b720r3u4+VX1lYb3zl06Ejar7PievlJAyvU7BISy/a7J/EnhZwa9fXXnb+cjtvmT0l7UlS+syqqjF/FOCEUJZSeEVjRtHfDP8hb7no5h8ha7dRux6nh112/F+r5pfUtiBAF7CAhl20NG4t2DQPZ6lTJXK33o46nuEZdQpDxZdfy8h7zrmFCa1Ev1EMr2EtCJuZiyY7uemrni+v7jiRkEi7r/865j7pyNqlvEy6Ug4BgBoWzH+MhdNyAQlCWk1IhOu94d8Tgmxg3i/F9E7LuOo2eXk3cd/b8pvV8DoWzvY54YS8zftmGyVEEnvvghMVbeqs6x5zrKF1atYJEIIwgIZRtBSdK4jECSJLzF/uvQbzAw9bLu/31Nf5kYwk++sNr7jcRQWamj2xEQynY7pCLQNgJpi+TFtORUQ/3tv5Zt0l96InzzyCkHYh3fdZDR4K2HV2/qU8ae6/jB6HLje8qqox4W18OO29HxXddL96YEoWxvop3YyyrWt82to6fPLd6gAaEPa5HuDZxfufXShr02ZRLPXZu33BXJ9/n0ojjXMW2RPDkaVNVHSth1BHzbyq7rb1yCULZxrCSlqwhwFnuFyf32dhnz6NZdZMU8eHhxzU5Pf1k73xv1tzTvZ83axBDPXVdrZT8/VTs+Yb5maN89e5EPHMq5jvYBc/6OD1vZeaWdyimU7RRskslZBLLUKJP9hcoHBnyJgOsHTkTff3jv/GVnhRnKx36VrHUqbGzQXc/ahIkhnruGpDiViKo9unP/5MyVKjfv7vO1LD5z6JQwyeQIAR+2siO1PHBPKNsDoIpIhwiUDuv85w+/XN35q3JK3PvvgqTDrE7eLDG4/aO79zc27qVYO5avG/cihngnJRrLRtWSJk+GoU3yCz/tYGd6MVl1NAadE6l81cpOqOpKFqFsV9CTvIYQuHn41I2Dv/O+n0qdIiRtmTFd2abN3omAgCS4CwxJcSFRuuL5M5QsGPA4ZkuzvoiJ/fs4hhjiXZAad1aqljx9asYG3k1n3ZVVx6RBsec64hHieMxLmyLjFiEpDCPgq1Y2rKB7EgpluwdHkeIAgbSFcp9ftXVRxnrL8/3fxkbdDw36OkmywORpUl3dfThJUm9QNrqVGtkJJ0yS5MkI85cwMQ50dsstdjTG3I9KmTlDZLfwVLmy3P7jr62vDFie/+XFWV9kuMpcpaRbShEhGgI+aWWtdO8EYnuw/AQBjyIAQRft/UbuFnV3vjXs/Mptf/+yNyhrhpj7D6PvPaDcW0fPeLR0JZxNGikypbt/4QqX/A3KFuKFbRt3T1+IunMPWzvq1p3kadNc2rQ/5tGjrKHlQ3+ZlDp/Ti/UOrEV4ZNW9jLIYmV7GfDEWxwkFbpuUtW5Q5OmSMZ3orWjD24d9wZlg3vxfu04eIEAfwl7oSVuHTvDUWpRN+8EPA54dOdeYOqgqvOGCV97FHnvt7JHq2MtXCjbGhOJ8SACuV+p1/j0kjwt6kLcqpi7Z//zPqTnyi7YoYl6gYW/hD1XkCb5zunzKowrJnezOo1PL6X62l0JeAIB77eyJ2rhQKZQtgNw5JZHEEiePk3lOUND132ZMnumgCRJHlzy0jvrLP3le6sxVeKvWgb0SPV0Qv/xwyRJmSVD6NovqswfRsV1NyXoEQS838oeqYZ9oUkeyxnY9tGROzYRuH79emRkpM1b8YuMjrn15Yq7S7dlWzUsINCQ9XD79u0TJ04ULFgwTRpn6C/m+u3Lr47MPLdv0gzOZI9v7S42+CjVC+XTdn3ZYO3ilF+2bNn06dPHmcwtCdzWyvHXxp9aOf61izNHHK0MZctPEIgXAuvWrYuz2xlPkDWAjW+G+Nq4TAcpiwakdXDXjbeoFFVzo0BErV+/Pl4t5Upi97aye3GIU5rXWjlOTZxI4LiVZceIE5BKllgEwsN7lSlTxMtYREYe7d59tE+K9nJNLYrbt+9ojx6jLSK9cOkTqKWVHbSsULYDcOSWIwTg61q1yjtK4YF7mI1ILV26sPeL9kBt4iFSVTweGdyUVFrZTUAaEmOklYWyDUEpiQQBMyCwdevW6OjotGnTZsiQISQkJHPmzGbQSnRwLwKOW1ko271oizRBwIMI3Lt37+bNmxSQPHny1KlTe7AkEe07BBy3slC271pGSo4/Aj/+uJZMyZIl0n4bFRXF8xwYGBgcHPzw4cP44+cfOaSVHbSy91bq/aOziJYmRoD1t4kT53fr1rp69TImVtOzqsHa9+/f55Em4NmSfCRdWhngHbSyULaPOqYUG08EeJLHjZsDX48d2yueWSW53yAgrRxnUwllxwmRJPA9AvIk+74NPK+BtLIRjIWyjaAkaXyJgDzJvkTfW2VLKxtEWijbIFCSzDcIyJPsG9y9W6q0snG8E+nKu3GAJKU1AnwCgkheUTOy8986u/EYdg6o9UbxXxsHzV0ppZXdhaR75QhluxfPRCGNDzNRT14c90JtZb3RCyDbLEJa2SYsPo8UyvZ5E/ifAnxID6X5+gQvjntUe/ZfJ+b9fB7FNk7h0spxQuSTBELZPoHdvwtVHz71ydcn/Bs4v9JeWtmczSXLj+ZsF9FKEBAEBAEbCAhl2wBFogQBQUAQMCcCQtnmbBfRShAQBAQBGwgIZdsARaIEAUFAEDAnAkLZ5mwX0UoQEAQEARsICGXbAEWiBAFBQBAwJwJC2eZsF9FKEBAEBAEbCAhl2wBFonyLQNKk5XyrgHOlDx8+rXHjripvw4adR46c7pycRJJLWtm5hhbKdg43yeVLBJx42smi/qVOXSV//oZNmvSYN2+1kW+kGCzrzp1748bNHju2p8JlzJie4eHf3bv3wJcw+XnZBpHX1zIxtLJQtr7FJZyQEYiJ2cu/a9c2btz4TevW9cePn9OgwQcPHrjnOK4ff/ylatXShQrlUQgWLZqvQoXiS5asT8iAmrJuCb6VhbJN2e8SolInTpxt2rRntmx106WrXq1a2xUrNmm1nD59acGCjYOCKhUp8vLcuRFa/LFjp1u0+DBz5tCQkJrNmvW8fPk6t5TxpdlTxNhMpgmxCKRIkTx37mwtWtSDuGNiHo8d+51KYFOI8bKWL9/YvHk9fVkUsWzZBn1MYghLK3u6lYWyPY2wyH+CQKtWfapXL3vkyKJz51aPHNl14sR56sbq1duGDv162rQhV66snzx5YL9+4zXIWrbs3bFjy7NnI06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aaNaN-floatmy a value$a$True
bbNaNMPaintmy b value$b$True
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" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "a a NaN - float my a value $a$ True\n", + "b b NaN MPa int my b value $b$ True" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.SpecificInput().udf" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b6e266b4-4e69-47f1-8f67-04e5fcffd90f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:11:12 DEBUG:registering 'DataFrame2' with 'sdata.dataframe:DataFrame2'\n" + ] + }, + { + "data": { + "text/plain": [ + "sdata.base.Base" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame2'\n", + "sdata_class = api.spec_to_class(sdata_spec, on_error=\"ignore\")\n", + "sdata_class" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ed3535e4-cfb8-495b-b856-09d89994c2b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe:DataFrame2'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "edf2c6d3-c14c-4db3-90f9-cc84aa6b010d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:11:16 DEBUG:registering 'DataFrame' with 'sdata.dataframe:DataFrame'\n", + "05:11:16 DEBUG:Created DataFrame 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39'\n", + "05:11:16 DEBUG:Created Blob 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39' with content_type 'bytes' and filetype 'parquet'\n", + "05:11:16 DEBUG:Created DataFrame 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39' with 0 columns\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "sdata_class = api.spec_to_class(sdata_spec)\n", + "d = sdata_class()\n", + "len(d.df)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7e57ff69-2aee-45ca-9364-a403a62f3218", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe:DataFrame2',\n", + " 'DataFrame': 'sdata.dataframe:DataFrame'}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "294868dc-144d-4e3f-b861-8f37439d07b5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe',\n", + " 'DataFrame': 'sdata.dataframe:DataFrame'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.register('DataFrame', 'sdata.dataframe:DataFrame')\n", + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "45e2ef36-8656-4c55-aabd-a8089c40e627", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe:DataFrame \n", + " False\n" + ] + }, + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: []\n", + "Index: []" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "d = sdata.base.sclass_factory(\"DF\", sdata_spec, on_error=\"strict\")\n", + "d.df" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a497aa8e-b1d5-427f-901e-3929306fd134", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame2' with 'sdata.dataframe2'\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/projects/sdata/sdata/base.py:406\u001b[0m, in \u001b[0;36msclass_factory\u001b[0;34m(class_name, sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[0m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 405\u001b[0m \u001b[38;5;66;03m#sdata.sclass.register(class_name, sdata_spec)\u001b[39;00m\n\u001b[0;32m--> 406\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n\u001b[1;32m 407\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m d \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39msclass_factory(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDF\u001b[39m\u001b[38;5;124m\"\u001b[39m, sdata_spec, on_error\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstrict\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 3\u001b[0m d\u001b[38;5;241m.\u001b[39mdf\n", + "File \u001b[0;32m~/projects/sdata/sdata/base.py:411\u001b[0m, in \u001b[0;36msclass_factory\u001b[0;34m(class_name, sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[0m\n\u001b[1;32m 409\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m Base \u001b[38;5;66;03m# sdata_factory(class_name, sdata_class=Base.__class__, sdata_attrs=sdata_attrs, **kwargs)\u001b[39;00m\n\u001b[1;32m 410\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 411\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.base.class_factory Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 413\u001b[0m \u001b[38;5;28mcls\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtype\u001b[39m(class_name, (sdata_class,), sdata_attrs)\n\u001b[1;32m 415\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39minit_kwargs: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: sdata.base.class_factory Error No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(\"DF\", sdata_spec, on_error=\"strict\")\n", + "d.df" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b8015e0f-b134-4630-ae18-3d350d427b26", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe:DataFrame \n", + " False\n", + "sdata.base:DataFrame\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.base:DataFrame-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame@noname@4095919c333c4de99970c9ab0906cc35-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNDA5NTkxOWMzMzNjNGRlOTk5NzBjOWFiMDkwNmNjMzVEYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:DataFrame - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname DataFrame@noname@4095919c333c4de99970c9ab0906cc35 - \n", + "_sdata_suuid NDA5NTkxOWMzMzNjNGRlOTk5NzBjOWFiMDkwNmNjMzVEYX... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"strict\")\n", + "print(d.metadata[\"_sdata_class\"].value)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "0aff204f-8d65-4ed9-8bb4-2b8eac8f5e35", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[autoreload of sdata.sclass failed: Traceback (most recent call last):\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/extensions/autoreload.py\", line 276, in check\n", + " superreload(m, reload, self.old_objects)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/extensions/autoreload.py\", line 475, in superreload\n", + " module = reload(module)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py\", line 131, in reload\n", + " _bootstrap._exec(spec, module)\n", + " File \"\", line 866, in _exec\n", + " File \"\", line 999, in exec_module\n", + " File \"\", line 488, in _call_with_frames_removed\n", + " File \"/home/ingolf.lepenies/projects/sdata/sdata/sclass/__init__.py\", line 42, in \n", + " on_error: Literal[\"ignore\", \"strict\"] = \"strict\",\n", + " ^^^^^^^\n", + "NameError: name 'Literal' is not defined\n", + "]\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[25], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 43\u001b[0m mod_name, class_name \u001b[38;5;241m=\u001b[39m spec\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m part \u001b[38;5;129;01min\u001b[39;00m class_name\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "sdata.sclass.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a843d7e-302a-426d-b60e-734b1904dcaa", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'sdata' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m d \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39msclass_factory(sdata_spec, on_error\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mNameError\u001b[0m: name 'sdata' is not defined" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "16bc46b7-d581-470c-9c74-99045f23d13f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe2:DataFrame2\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.dataframe2:DataFrame2-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame2@noname@bd0fc8f61e8749509366d0518c78...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYmQwZmM4ZjYxZTg3NDk1MDkzNjZkMDUxOGM3ODUzZTJEYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.dataframe2:DataFrame2 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname DataFrame2@noname@bd0fc8f61e8749509366d0518c78... - \n", + "_sdata_suuid YmQwZmM4ZjYxZTg3NDk1MDkzNjZkMDUxOGM3ODUzZTJEYX... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"ignore\")\n", + "print(d.metadata[\"_sdata_class\"].value)\n", + "print(d)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "62f5a134-3905-458c-bd73-5db2d0c83594", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " sdata.base.Material,\n", + " 'sdata.base:Material')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.blob import Blob\n", + "m = sdata.base.sdata_factory(\"Material\", Blob)\n", + "m, m.__class__, m.get_sdata_spec()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "164b2398-1c0b-445f-9b8d-94554bef2b18", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'Base' with 'sdata.base'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.base:Base \n", + " True\n" + ] + }, + { + "data": { + "text/plain": [ + "(, sdata.base.Base)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.blob import Blob\n", + "m = sdata.base.sclass_factory(\"Material\")\n", + "m, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bac32801-6fd4-4bf2-aac6-46cc0fab26c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, sdata.base.Material)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.base.sdata_factory(\"Material\")\n", + "m, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e09e4324-5197-48e8-83e1-7fcd6328ed7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, sdata.base.Base)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m2 = sdata.base.sdata_factory(\"Material2\", m.__class__)\n", + "m2, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "286bf464-c2ca-4491-8143-6e11b9a03582", + "metadata": {}, + "outputs": [], + "source": [ + "m.spe" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a4bd3fe5-9b82-4589-8610-77b52c65b52e", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe2'\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[18], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 43\u001b[0m mod_name, class_name \u001b[38;5;241m=\u001b[39m spec\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m part \u001b[38;5;129;01min\u001b[39;00m class_name\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame'\n", + "sdata_class = sdata.sclass.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "50274cf0-78ef-4247-96f8-dd293533a0a7", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'sdata.base' has no attribute 'spec_to_class'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[17], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.blob:Blob\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'sdata.base' has no attribute 'spec_to_class'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.blob:Blob'\n", + "sdata_class = sdata.base.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e7e965bb-8ef6-4063-9a43-07eca3d4506d", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'sdata.base' has no attribute 'spec_to_class'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.blob2:Blob2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'sdata.base' has no attribute 'spec_to_class'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.blob2:Blob2'\n", + "sdata_class = sdata.base.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "0deb01cc-f77e-4926-8cae-93ed6618388f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Base',\n", + " 'LazyRegistry',\n", + " 'SUUID',\n", + " '__all__',\n", + " '__builtins__',\n", + " '__cached__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__file__',\n", + " '__getattr__',\n", + " '__loader__',\n", + " '__name__',\n", + " '__package__',\n", + " '__path__',\n", + " '__spec__',\n", + " '_registry',\n", + " 'exports',\n", + " 'from_json',\n", + " 'lazy_namespace',\n", + " 'register',\n", + " 'register_many',\n", + " 'to_json']" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "916fd40d-039a-4856-8b3b-50ece0f57274", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bdict = {'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob2:Blob2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob2@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}\n", + "b0 = api.Base.from_dict(bdict)\n", + "b0" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "fb8de835-1156-4392-80f3-0c50d8e645f8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.blob2:Blob2-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameBlob2@noname@df4c53a9278945ba905e1cb218ee2afc-strsname of the data objectTrue
_sdata_suuid_sdata_suuidZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.blob2:Blob2 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Blob2@noname@df4c53a9278945ba905e1cb218ee2afc - \n", + "_sdata_suuid ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.blob:DataFrame2'\n", + "sdata_class = api.spec_to_class(sdata_spec, on_error=\"ignore\")\n", + "b1 = sdata_class.from_dict(bdict)\n", + "print(type(b1))\n", + "b1.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "fe1c6a8c-8db6-436c-9ea2-50a656e66769", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.dataframe:HAllo'" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.base:Base'\n", + "api.make_module_alias(d, \"HAllo\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e7851010-cc8f-45ee-8f73-db8ab14e4dc3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob2:Blob2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob2@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b1.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "3c9a258a-b216-4276-97f4-8719ebcd8d17", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Base'" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = api.Base()\n", + "b.class_name" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "5b11d90f-341f-4d90-ba0d-d4ac74ae45cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "no lazy import for 'Data'\n" + ] + } + ], + "source": [ + "try:\n", + " d = api.Data()\n", + " print(d)\n", + "except Exception as e:\n", + " print(e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b1bc4ea2-1cd9-4ce3-8257-e6bacb55eef5", + "metadata": {}, + "outputs": [], + "source": [ + "api.register_many({\n", + " \"Data\": \"sdata.data:Data\",\n", + " \"Blob\": \"sdata.blob:Blob\"\n", + " #\"Order\": \"app.models.order:Order\",\n", + "})" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "bcb1d926-fb76-49ca-b19d-0424c75703a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Base',\n", + " 'Blob',\n", + " 'Data',\n", + " 'LazyRegistry',\n", + " 'SUUID',\n", + " '__all__',\n", + " '__builtins__',\n", + " '__cached__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__file__',\n", + " '__getattr__',\n", + " '__loader__',\n", + " '__name__',\n", + " '__package__',\n", + " '__path__',\n", + " '__spec__',\n", + " '_registry',\n", + " 'exports',\n", + " 'from_json',\n", + " 'lazy_namespace',\n", + " 'register',\n", + " 'register_many',\n", + " 'to_json']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8979eeef-de2d-4425-aa63-c5643c1b6812", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob:Blob',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = api.Blob()\n", + "b.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "0696d68a-a9a3-4db8-b1bd-383aadd7005c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.blob:Blob'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.class_to_spec()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "cc3ae4fe-f1e0-4631-9242-b9f2704f8915", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.blob:Blob'" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.base.obj_to_spec(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "81e1afbe-77d1-4ccc-8e6c-a9e2161e5b00", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.base.spec_to_class('sdata.blob:Blob')(name=\"abc\", ns_name=\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9f9a1836-ad9d-4b3c-b0d1-cfed0ba8de9a", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "register2", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 6\u001b[0m\n\u001b[1;32m 1\u001b[0m export_defs2 \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m# 'SUUID': \"sdata.suuid:SUUID\",\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.data:Data\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# 'clsattr': \"_mypkg.othermodule:Class2.attr\",\u001b[39;00m\n\u001b[1;32m 5\u001b[0m }\n\u001b[0;32m----> 6\u001b[0m api\u001b[38;5;241m.\u001b[39mregister2(export_defs2)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28mdir\u001b[39m(api)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/lazy_namespace.py:57\u001b[0m, in \u001b[0;36mLazyRegistry.attach.._lazy_getattr\u001b[0;34m(name)\u001b[0m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_lazy_getattr\u001b[39m(name: \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# Fallback auf normales Attribut\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exports:\n\u001b[0;32m---> 57\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(name)\n\u001b[1;32m 58\u001b[0m spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exports[name]\n\u001b[1;32m 59\u001b[0m mod_name, qual \u001b[38;5;241m=\u001b[39m _split_spec(spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: register2" + ] + } + ], + "source": [ + "export_defs2 = {\n", + " # 'SUUID': \"sdata.suuid:SUUID\",\n", + " 'Data': \"sdata.data:Data\",\n", + " # 'clsattr': \"_mypkg.othermodule:Class2.attr\",\n", + "}\n", + "api.register2(export_defs2)\n", + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d86ec6cd-9896-445c-b836-af018a482821", + "metadata": {}, + "outputs": [ + { + "ename": "ImportError", + "evalue": "cannot import name 'sd' from 'api' (unknown location)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[8], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mapi\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m sd\n", + "\u001b[0;31mImportError\u001b[0m: cannot import name 'sd' from 'api' (unknown location)" + ] + } + ], + "source": [ + "from api import sd" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e3540e8d-e7cb-455b-a9dc-3c473e30ec0e", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Modul ist kein apipkg.ApiModule – initialisiere es zuerst.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[4], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m sclass_dict \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mProcessData\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.sclass.process:ProcessData\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 3\u001b[0m }\n\u001b[0;32m----> 4\u001b[0m api\u001b[38;5;241m.\u001b[39mregister(sclass_dict)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:22\u001b[0m, in \u001b[0;36mregister\u001b[0;34m(d)\u001b[0m\n\u001b[1;32m 20\u001b[0m current_module \u001b[38;5;241m=\u001b[39m sys\u001b[38;5;241m.\u001b[39mmodules[\u001b[38;5;18m__name__\u001b[39m]\n\u001b[1;32m 21\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(current_module, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__apidefs__\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m---> 22\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mModul ist kein apipkg.ApiModule – initialisiere es zuerst.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 24\u001b[0m \u001b[38;5;66;03m# Erweitere das bestehende __apidefs__-Dict\u001b[39;00m\n\u001b[1;32m 25\u001b[0m current_module\u001b[38;5;241m.\u001b[39m__apidefs__\u001b[38;5;241m.\u001b[39mupdate(d)\n", + "\u001b[0;31mValueError\u001b[0m: Modul ist kein apipkg.ApiModule – initialisiere es zuerst." + ] + } + ], + "source": [ + "sclass_dict = {\n", + " 'ProcessData': \"sdata.sclass.process:ProcessData\",\n", + "}\n", + "api.register(sclass_dict)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b669d97b-19b9-4315-adea-94b1ab3e2744", + "metadata": {}, + "outputs": [], + "source": [ + "sdata.__apidefs__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ece837e-dee6-4dc6-b86a-c9ff6c81cfde", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.process import ProcessData, ProcessNode\n", + "\n", + "# Beispiel: Spezifische Subklassen\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, **kwargs):\n", + " kwargs['default_attributes'] = [{\"name\":\"a\", \"value\": None, \"dtype\":float, \"label\":\"an a\", \"required\":True},\n", + " {\"name\": \"b\", \"value\": None, \"dtype\": int, \"label\": \"an b\", \"required\":True},\n", + " ]\n", + " super().__init__(**kwargs)\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "class SpecificProcessNode(ProcessNode):\n", + " required_inputs = [SpecificInput] # Definiert benötigte Inputs\n", + " required_outputs = [SpecificOutput] # Definiert erzeugte Outputs\n", + "\n", + " def run(self) -> Dict[str, ProcessData]:\n", + " # Beispiel-Verarbeitung: Erzeuge Output basierend auf Inputs\n", + " self.validate_inputs() # Validation vor Run\n", + "\n", + " # Simuliere Verarbeitung\n", + " processed_data = {k: v.metadata.to_dict() for k, v in self.inputs.items()} # Assuming to_dict() exists\n", + " output = SpecificOutput(name=\"Output1\", metadata={\"processed\": processed_data})\n", + " self.outputs[\"output1\"] = output\n", + " return self.outputs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "42396cb3-d3a9-4490-8315-8b2aae2d0601", + "metadata": {}, + "outputs": [], + "source": [ + "api.Base(class_name=\"hallo\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99ddd4c8-5a59-46e9-a7a0-5d8f4a882bc6", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "input_a = SpecificInput(name=\"input\", attributes=[{\"name\": \"a\", \"value\": 1.2},\n", + " {\"name\": \"b\", \"value\": 3}])\n", + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\", metadata={\"data\": \"value\"})}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "edd02d58-01b1-4d84-a963-623a3f6cbdaf", + "metadata": {}, + "outputs": [], + "source": [ + "print(node.outputs)\n", + "node.outputs['output1'].mdf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "faaf7d7c-5c13-419c-bf27-cf06edaf721c", + "metadata": {}, + "outputs": [], + "source": [ + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": input_a}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e35848f-94eb-4c5e-99a4-41f7e01bc8c3", + "metadata": {}, + "outputs": [], + "source": [ + "# Ungültiger Knoten (fehlender Input)\n", + "invalid_node = SpecificProcessNode(name=\"InvalidNode\", inputs={})\n", + "try:\n", + " invalid_node.validate_inputs() # ValueError: Fehlender erforderlicher Input: SpecificInput\n", + "except ValueError as e:\n", + " print(f\"Invalid node error (expected): {e}\")\n", + "\n", + "# Unvollständiger Input\n", + "incomplete_node = SpecificProcessNode(\n", + " name=\"IncompleteNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\")} # Keine Metadaten, defaults with None\n", + ")\n", + "try:\n", + " incomplete_node.validate_inputs() # ValueError: Input 'input1' (Input1) ist nicht vollständig.\n", + "except ValueError as e:\n", + " print(f\"Incomplete node error (expected): {e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cf67680-b4c9-4150-a341-9740290a738f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_table_data-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_table_data-checkpoint.ipynb new file mode 100644 index 0000000..ded5a5b --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_table_data-checkpoint.ipynb @@ -0,0 +1,806 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.table" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "01:12:51 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('ba73e09a-5cf4-34d7-8489-8b482e4bac19')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_unique_name = \"test0815\"\n", + "sdata.uuid_from_str(my_unique_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classTestProgramstr-sdata class
!sdata_ctime!sdata_ctime2020-12-18T20:18:07.907300+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-18T20:18:07.907406+00:00str-modification date
!sdata_name!sdata_nameALUstr-name of the data object
!sdata_parent!sdata_parentstr-uuid of the parent sdata object
!sdata_project!sdata_projectTestprogram ALUstr-
!sdata_uuid!sdata_uuida0000000ca6238bea16732ce88c1922fstr-Universally Unique Identifier
!sdata_version!sdata_version0.14.0str-sdata package version
\n", + "
" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class TestProgram str - \n", + "!sdata_ctime !sdata_ctime 2020-12-18T20:18:07.907300+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2020-12-18T20:18:07.907406+00:00 str - \n", + "!sdata_name !sdata_name ALU str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project Testprogram ALU str - \n", + "!sdata_uuid !sdata_uuid a0000000ca6238bea16732ce88c1922f str - \n", + "!sdata_version !sdata_version 0.14.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_project \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tp = TestProgram(name=tpname,\n", + " uuid=tpuuid,\n", + " project=project)\n", + "tp.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "assert tp.uuid == tpuuid\n", + "assert tp.name == tpname\n", + "assert tp.uuid_testprogram == tpuuid\n", + "assert tp.name_testprogram == tpname" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test Series" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "08:18:07 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'Testseries S1':b1111111ca6238bea16732ce88c1922f)\n", + "key\n", + "!sdata_class TestSeries\n", + "!sdata_ctime 2020-12-18T20:18:07.963308+00:00\n", + "!sdata_mtime 2020-12-18T20:18:07.963405+00:00\n", + "!sdata_name Testseries S1\n", + "!sdata_parent \n", + "!sdata_project \n", + "!sdata_testprogram_name ALU\n", + "!sdata_testprogram_uuid a0000000ca6238bea16732ce88c1922f\n", + "!sdata_testtype BB\n", + "!sdata_uuid b1111111ca6238bea16732ce88c1922f\n", + "!sdata_version 0.14.0\n", + "Name: value, dtype: object\n" + ] + } + ], + "source": [ + "testtype=\"BB\"\n", + "tsname = \"Testseries S1\"\n", + "tsuuid = \"b1111111ca6238bea16732ce88c1922f\"\n", + "ts = TestSeries(name=tsname,\n", + " uuid_testseries=tsuuid,\n", + " name_testseries=tsname,\n", + " uuid_testprogram=tpuuid,\n", + " name_testprogram=tpname,\n", + " testtype=testtype\n", + " )\n", + "print(ts)\n", + "\n", + "print(ts.metadata.df.value)\n", + "\n", + "assert ts.name == tsname\n", + "assert ts.uuid_testseries == tsuuid\n", + "assert ts.name_testseries == tsname\n", + "assert ts.uuid_testprogram == tpuuid\n", + "assert ts.name_testprogram == tpname\n", + "assert ts.testtype == testtype" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('b1111111ca6238bea16732ce88c1922f', 'b1111111ca6238bea16732ce88c1922f')" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ts.uuid_testseries, tsuuid" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "08:18:08 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classTestSeriesstr-sdata class
!sdata_ctime!sdata_ctime2020-12-18T20:18:08.008900+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-18T20:18:08.008990+00:00str-modification date
!sdata_name!sdata_nameTestseries S1str-name of the data object
!sdata_parent!sdata_parenta0000000ca6238bea16732ce88c1922fstr-uuid of the parent sdata object
!sdata_project!sdata_projectTestprogram ALUstr-
!sdata_testprogram_name!sdata_testprogram_nameALUstr-name of the testprogram
!sdata_testprogram_uuid!sdata_testprogram_uuida0000000ca6238bea16732ce88c1922fstr-uuid of the testprogram
!sdata_testtype!sdata_testtypeUTstr-test type
!sdata_uuid!sdata_uuidb1111111ca6238bea16732ce88c1922fstr-Universally Unique Identifier
!sdata_version!sdata_version0.14.0str-sdata package version
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_testprogram_name !sdata_testprogram_name \n", + "!sdata_testprogram_uuid !sdata_testprogram_uuid \n", + "!sdata_testtype !sdata_testtype \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value dtype unit \\\n", + "key \n", + "!sdata_class TestSeries str - \n", + "!sdata_ctime 2020-12-18T20:18:08.008900+00:00 str - \n", + "!sdata_mtime 2020-12-18T20:18:08.008990+00:00 str - \n", + "!sdata_name Testseries S1 str - \n", + "!sdata_parent a0000000ca6238bea16732ce88c1922f str - \n", + "!sdata_project Testprogram ALU str - \n", + "!sdata_testprogram_name ALU str - \n", + "!sdata_testprogram_uuid a0000000ca6238bea16732ce88c1922f str - \n", + "!sdata_testtype UT str - \n", + "!sdata_uuid b1111111ca6238bea16732ce88c1922f str - \n", + "!sdata_version 0.14.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_project \n", + "!sdata_testprogram_name name of the testprogram \n", + "!sdata_testprogram_uuid uuid of the testprogram \n", + "!sdata_testtype test type \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tsname = \"Testseries S1\"\n", + "tsuuid = \"b1111111ca6238bea16732ce88c1922f\"\n", + "testtype = \"UT\"\n", + "ts = tp.gen_testseries(name=tsname, uuid=tsuuid, testtype=testtype)\n", + "ts.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "assert ts.name == tsname\n", + "assert ts.uuid_testprogram == tpuuid\n", + "assert ts.name_testprogram == tpname\n", + "assert ts.uuid_testseries == tsuuid\n", + "assert ts.name_testseries == tsname\n", + "assert ts.testtype == testtype" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "08:18:08 DEBUG:sdata: set auto_correct=True\n" + ] + } + ], + "source": [ + "tname = \"Test S1-001\"\n", + "tuuid = \"c2222222222238bea16732ce88c19221\"\n", + "testtype=\"BB\"\n", + "t = ts.gen_test(name=tname,\n", + " uuid=tuuid)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "08:18:08 DEBUG:sdata: set auto_correct=True\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'Test S1-001':b1111111ca6238bea16732ce88c1922f)\n" + ] + } + ], + "source": [ + "t = Test(name=tname,\n", + " uuid_testseries=tsuuid,\n", + " name_testseries=tsname,\n", + " uuid_testprogram=tpuuid,\n", + " name_testprogram=tpname,\n", + " testtype=\"BB\", \n", + " )\n", + "print(t)\n", + "\n", + "assert t.name == tname\n", + "assert t.uuid_testseries == tsuuid\n", + "assert t.name_testseries == tsname\n", + "assert t.uuid_testprogram == tpuuid\n", + "assert t.name_testprogram == tpname\n", + "assert t.testtype == testtype" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classTeststr-sdata class
!sdata_ctime!sdata_ctime2020-12-18T20:18:08.086445+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-18T20:18:08.086531+00:00str-modification date
!sdata_name!sdata_nameTest S1-001str-name of the data object
!sdata_parent!sdata_parentstr-uuid of the parent sdata object
!sdata_project!sdata_projectstr-
!sdata_testprogram_name!sdata_testprogram_nameALUstr-name of the testprogram
!sdata_testprogram_uuid!sdata_testprogram_uuida0000000ca6238bea16732ce88c1922fstr-uuid of the testprogram
!sdata_testseries_name!sdata_testseries_nameTestseries S1str-
!sdata_testseries_uuid!sdata_testseries_uuidb1111111ca6238bea16732ce88c1922fstr-
!sdata_testtype!sdata_testtypeBBstr-test type
!sdata_uuid!sdata_uuidb1111111ca6238bea16732ce88c1922fstr-Universally Unique Identifier
!sdata_version!sdata_version0.14.0str-sdata package version
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_testprogram_name !sdata_testprogram_name \n", + "!sdata_testprogram_uuid !sdata_testprogram_uuid \n", + "!sdata_testseries_name !sdata_testseries_name \n", + "!sdata_testseries_uuid !sdata_testseries_uuid \n", + "!sdata_testtype !sdata_testtype \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value dtype unit \\\n", + "key \n", + "!sdata_class Test str - \n", + "!sdata_ctime 2020-12-18T20:18:08.086445+00:00 str - \n", + "!sdata_mtime 2020-12-18T20:18:08.086531+00:00 str - \n", + "!sdata_name Test S1-001 str - \n", + "!sdata_parent str - \n", + "!sdata_project str - \n", + "!sdata_testprogram_name ALU str - \n", + "!sdata_testprogram_uuid a0000000ca6238bea16732ce88c1922f str - \n", + "!sdata_testseries_name Testseries S1 str - \n", + "!sdata_testseries_uuid b1111111ca6238bea16732ce88c1922f str - \n", + "!sdata_testtype BB str - \n", + "!sdata_uuid b1111111ca6238bea16732ce88c1922f str - \n", + "!sdata_version 0.14.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_project \n", + "!sdata_testprogram_name name of the testprogram \n", + "!sdata_testprogram_uuid uuid of the testprogram \n", + "!sdata_testseries_name \n", + "!sdata_testseries_uuid \n", + "!sdata_testtype test type \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'Test S1-001':b1111111ca6238bea16732ce88c1922f)\n" + ] + } + ], + "source": [ + "print(t)\n", + "assert t.name == tname\n", + "assert t.uuid_testprogram == tpuuid\n", + "assert t.name_testprogram == tpname\n", + "assert t.uuid_testseries == tsuuid\n", + "assert t.name_testseries == tsname\n", + "assert t.testtype == testtype" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('b1111111ca6238bea16732ce88c1922f', 'b1111111ca6238bea16732ce88c1922f', True)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.uuid_testseries, tsuuid, t.uuid_testseries == tsuuid" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
!sdata_class!sdata_classTeststr-sdata class
!sdata_ctime!sdata_ctime2020-12-18T20:18:08.086445+00:00str-creation date
!sdata_mtime!sdata_mtime2020-12-18T20:18:08.086531+00:00str-modification date
!sdata_name!sdata_nameTest S1-001str-name of the data object
!sdata_parent!sdata_parentstr-uuid of the parent sdata object
!sdata_project!sdata_projectstr-
!sdata_testprogram_name!sdata_testprogram_nameALUstr-name of the testprogram
!sdata_testprogram_uuid!sdata_testprogram_uuida0000000ca6238bea16732ce88c1922fstr-uuid of the testprogram
!sdata_testseries_name!sdata_testseries_nameTestseries S1str-
!sdata_testseries_uuid!sdata_testseries_uuidb1111111ca6238bea16732ce88c1922fstr-
!sdata_testtype!sdata_testtypeBBstr-test type
!sdata_uuid!sdata_uuidb1111111ca6238bea16732ce88c1922fstr-Universally Unique Identifier
!sdata_version!sdata_version0.14.0str-sdata package version
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_testprogram_name !sdata_testprogram_name \n", + "!sdata_testprogram_uuid !sdata_testprogram_uuid \n", + "!sdata_testseries_name !sdata_testseries_name \n", + "!sdata_testseries_uuid !sdata_testseries_uuid \n", + "!sdata_testtype !sdata_testtype \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value dtype unit \\\n", + "key \n", + "!sdata_class Test str - \n", + "!sdata_ctime 2020-12-18T20:18:08.086445+00:00 str - \n", + "!sdata_mtime 2020-12-18T20:18:08.086531+00:00 str - \n", + "!sdata_name Test S1-001 str - \n", + "!sdata_parent str - \n", + "!sdata_project str - \n", + "!sdata_testprogram_name ALU str - \n", + "!sdata_testprogram_uuid a0000000ca6238bea16732ce88c1922f str - \n", + "!sdata_testseries_name Testseries S1 str - \n", + "!sdata_testseries_uuid b1111111ca6238bea16732ce88c1922f str - \n", + "!sdata_testtype BB str - \n", + "!sdata_uuid b1111111ca6238bea16732ce88c1922f str - \n", + "!sdata_version 0.14.0 str - \n", + "\n", + " description label \n", + "key \n", + "!sdata_class sdata class \n", + "!sdata_ctime creation date \n", + "!sdata_mtime modification date \n", + "!sdata_name name of the data object \n", + "!sdata_parent uuid of the parent sdata object \n", + "!sdata_project \n", + "!sdata_testprogram_name name of the testprogram \n", + "!sdata_testprogram_uuid uuid of the testprogram \n", + "!sdata_testseries_name \n", + "!sdata_testseries_uuid \n", + "!sdata_testtype test type \n", + "!sdata_uuid Universally Unique Identifier \n", + "!sdata_version sdata package version " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['!sdata_class',\n", + " '!sdata_ctime',\n", + " '!sdata_mtime',\n", + " '!sdata_name',\n", + " '!sdata_parent',\n", + " '!sdata_project',\n", + " '!sdata_testprogram_name',\n", + " '!sdata_testprogram_uuid',\n", + " '!sdata_testseries_name',\n", + " '!sdata_testseries_uuid',\n", + " '!sdata_testtype',\n", + " '!sdata_uuid',\n", + " '!sdata_version']" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t.metadata.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('ALU', 'ALU', 'ALU', 'ALU')" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tp.name, tp.name_testprogram, ts.name_testprogram, t.name_testprogram" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('a0000000ca6238bea16732ce88c1922f',\n", + " 'a0000000ca6238bea16732ce88c1922f',\n", + " 'a0000000ca6238bea16732ce88c1922f',\n", + " 'a0000000ca6238bea16732ce88c1922f')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tp.uuid, tp.uuid_testprogram, ts.uuid_testprogram, t.uuid_testprogram" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Testseries S1', 'Testseries S1')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ts.name_testseries, t.name_testseries" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_usage-Dump_and_load_a_pandas_dataframe-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_usage-Dump_and_load_a_pandas_dataframe-checkpoint.ipynb new file mode 100644 index 0000000..f0aebdf --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_usage-Dump_and_load_a_pandas_dataframe-checkpoint.ipynb @@ -0,0 +1,665 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata usage - dump and load a pandas dataframe" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a dataframe" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ab
01.04.0
12.06.0
23.01.0
\n", + "
" + ], + "text/plain": [ + " a b\n", + "0 1.0 4.0\n", + "1 2.0 6.0\n", + "2 3.0 1.0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"a\":[1.,2.,3.], \"b\":[4.,6.,1.]})\n", + "df " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a Data object" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'df':b2c449deaa9b36d4b5482642ba1e161a)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"df\", \n", + " uuid=sdata.uuid_from_str(\"df\"), \n", + " table=df,\n", + " description=\"a pandas dataframe\",)\n", + "data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## dump the data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Excel IO" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'df':b2c449deaa9b36d4b5482642ba1e161a)\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ab
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" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1 4\n", + "1 2 6\n", + "2 3 1" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_xlsx(filepath=\"/tmp/data1.xlsx\")\n", + "data_xlsx = sdata.Data.from_xlsx(filepath=\"/tmp/data1.xlsx\")\n", + "assert data.name==data_xlsx.name\n", + "assert data.uuid==data_xlsx.uuid\n", + "assert data.description==data_xlsx.description\n", + "print(data_xlsx)\n", + "data_xlsx.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Hdf5 IO" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'df':b2c449deaa9b36d4b5482642ba1e161a)\n" + ] + }, + { + "data": { + "text/html": [ + "
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ab
index
01.04.0
12.06.0
23.01.0
\n", + "
" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1.0 4.0\n", + "1 2.0 6.0\n", + "2 3.0 1.0" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_hdf5(filepath=\"/tmp/data1.hdf\")\n", + "data_hdf5 = sdata.Data.from_hdf5(filepath=\"/tmp/data1.hdf\")\n", + "assert data.name==data_xlsx.name\n", + "assert data.uuid==data_xlsx.uuid\n", + "assert data.description==data_hdf5.description\n", + "print(data_hdf5)\n", + "data_hdf5.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Json IO" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'df':b2c449deaa9b36d4b5482642ba1e161a)\n" + ] + }, + { + "data": { + "text/html": [ + "
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ab
index
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\n", + "
" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1.0 4.0\n", + "1 2.0 6.0\n", + "2 3.0 1.0" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_json(filepath=\"/tmp/data1.json\")\n", + "data_json = sdata.Data.from_json(filepath=\"/tmp/data1.json\")\n", + "assert data.name==data_json.name\n", + "assert data.uuid==data_json.uuid\n", + "assert data.description==data_json.description\n", + "print(data_json)\n", + "data_json.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"metadata\": {\"!sdata_class\": {\"name\": \"!sdata_class\", \"value\": \"Data\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata class\", \"label\": \"\", \"required\": false}, \"!sdata_ctime\": {\"name\": \"!sdata_ctime\", \"value\": \"2021-09-08T13:32:23.356263+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"creation date\", \"label\": \"\", \"required\": false}, \"!sdata_mtime\": {\"name\": \"!sdata_mtime\", \"value\": \"2021-09-08T13:32:23.356392+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"modification date\", \"label\": \"\", \"required\": false}, \"!sdata_name\": {\"name\": \"!sdata_name\", \"value\": \"df\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_parent\": {\"name\": \"!sdata_parent\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"uuid of the parent sdata object\", \"label\": \"\", \"required\": false}, \"!sdata_project\": {\"name\": \"!sdata_project\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\", \"required\": false}, \"!sdata_uuid\": {\"name\": \"!sdata_uuid\", \"value\": \"b2c449deaa9b36d4b5482642ba1e161a\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_version\": {\"name\": \"!sdata_version\", \"value\": \"0.17.0\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": false}}, \"table\": {\"a\": {\"0\": 1.0, \"1\": 2.0, \"2\": 3.0}, \"b\": {\"0\": 4.0, \"1\": 6.0, \"2\": 1.0}}, \"description\": \"a pandas dataframe\"}" + ] + } + ], + "source": [ + "cat /tmp/data1.json" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### csv IO" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'df':b2c449deaa9b36d4b5482642ba1e161a)\n" + ] + }, + { + "data": { + "text/html": [ + "
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ab
index
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" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1.0 4.0\n", + "1 2.0 6.0\n", + "2 3.0 1.0" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_csv(filepath=\"/tmp/data1.csv\")\n", + "data_csv = sdata.Data.from_csv(filepath=\"/tmp/data1.csv\")\n", + "assert data.name==data_csv.name\n", + "assert data.uuid==data_csv.uuid\n", + "# assert data.description==data_csv.description\n", + "assert data.df.shape == data_csv.df.shape\n", + "print(data_csv)\n", + "data_csv.df" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "#;!sdata_class;Data;-;str;sdata class;;False\r\n", + "#;!sdata_ctime;2021-09-08T13:32:23.356263+00:00;-;str;creation date;;False\r\n", + "#;!sdata_mtime;2021-09-08T13:32:23.356392+00:00;-;str;modification date;;False\r\n", + "#;!sdata_name;df;-;str;name of the data object;;False\r\n", + "#;!sdata_parent;;-;str;uuid of the parent sdata object;;False\r\n", + "#;!sdata_project;;-;str;;;False\r\n", + "#;!sdata_uuid;b2c449deaa9b36d4b5482642ba1e161a;-;str;Universally Unique Identifier;;False\r\n", + "#;!sdata_version;0.17.0;-;str;sdata package version;;False\r\n", + "index;a;b\r\n", + "0;1.0;4.0\r\n", + "1;2.0;6.0\r\n", + "2;3.0;1.0\r\n" + ] + } + ], + "source": [ + "cat /tmp/data1.csv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### html export" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "data.to_html(filepath=\"/tmp/data1.html\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "webbrowser.open(\"/tmp/data1.html\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import webbrowser\n", + "webbrowser.register('firefox', None, webbrowser.GenericBrowser('firefox'))\n", + "webbrowser.get('firefox').open(\"/tmp/data1.html\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_usage-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_usage-checkpoint.ipynb new file mode 100644 index 0000000..0bc904d --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_usage-checkpoint.ipynb @@ -0,0 +1,635 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata usage" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.22.2\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a Data object" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'data':38b26864e7794f5182d38459bab85841)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"data\", uuid=\"38b26864e7794f5182d38459bab85841\")\n", + "data.metadata.add(\"my_key\", 123, unit=\"m^3\", description=\"a volume\", label=\"V\")\n", + "data.metadata.add(\"force\", 1.234, unit=\"kN\", description=\"x force\", label=\"F_x\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabelrequired
key
!sdata_class!sdata_classDatastr-sdata classFalse
!sdata_ctime!sdata_ctime2024-03-05T10:48:11.607387+00:00str-creation dateFalse
!sdata_mtime!sdata_mtime2024-03-05T10:48:11.607479+00:00str-modification dateFalse
!sdata_name!sdata_namedatastr-name of the data objectFalse
!sdata_parent!sdata_parentstr-uuid of the parent sdata objectFalse
!sdata_project!sdata_projectstr-False
!sdata_suuid!sdata_suuidMzhiMjY4NjRlNzc5NGY1MTgyZDM4NDU5YmFiODU4NDFEYX...str-Super Universally Unique IdentifierFalse
!sdata_uuid!sdata_uuid38b26864e7794f5182d38459bab85841str-Universally Unique IdentifierFalse
!sdata_version!sdata_version0.22.2str-sdata package versionFalse
forceforce1.234floatkNx forceF_xFalse
my_keymy_key123intm^3a volumeVFalse
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "force force \n", + "my_key my_key \n", + "\n", + " value dtype unit \\\n", + "key \n", + "!sdata_class Data str - \n", + "!sdata_ctime 2024-03-05T10:48:11.607387+00:00 str - \n", + "!sdata_mtime 2024-03-05T10:48:11.607479+00:00 str - \n", + "!sdata_name data str - \n", + "!sdata_parent str - \n", + "!sdata_project str - \n", + "!sdata_suuid MzhiMjY4NjRlNzc5NGY1MTgyZDM4NDU5YmFiODU4NDFEYX... str - \n", + "!sdata_uuid 38b26864e7794f5182d38459bab85841 str - \n", + "!sdata_version 0.22.2 str - \n", + "force 1.234 float kN \n", + "my_key 123 int m^3 \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project False \n", + "!sdata_suuid Super Universally Unique Identifier False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False \n", + "force x force F_x False \n", + "my_key a volume V False " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "#help(data)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a hierarchy of objects" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1 = sdata.Data(name=\"group1\", uuid=\"dbc894745fb04f7e87a990bdd4ba97c4\")\n", + "print(group1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data1 = sdata.Data(name=\"data1\", uuid=\"38b26864e7794f5182d38459bab8584f\")\n", + "data2 = sdata.Data(name=\"data2\", uuid=\"b1fd2643-af55-4b33-b044-22070a0dc7c7\")\n", + "data3 = sdata.Data(name=\"data3\", uuid=uuid.UUID(\"664577c2d3134b598bc4d6c13f20b71a\"))\n", + "\n", + "group1.add_data(data1)\n", + "group1.add_data(data2)\n", + "group1.add_data(data3)\n", + "print(group1.group)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.values()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## working with Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "data1a = group1.get_data_by_uuid(uid=\"38b26864e7794f5182d38459bab8584f\")\n", + "assert data1a.name == \"data1\"\n", + "assert data1a.uuid == \"38b26864e7794f5182d38459bab8584f\"\n", + "\n", + "data3a = group1.get_data_by_uuid(uid=\"664577c2d3134b598bc4d6c13f20b71a\")\n", + "assert data3a.name == \"data3\"\n", + "assert data3a.uuid == \"664577c2d3134b598bc4d6c13f20b71a\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data1b = group1.get_data_by_name(\"data1\")\n", + "assert data1b.name == \"data1\"\n", + "assert data1b.uuid == \"38b26864e7794f5182d38459bab8584f\"\n", + "data1b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data IO" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Folder IO" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.to_folder(path=\"/tmp/b/\", dtype=\"xlsx\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.tree_folder(\"/tmp/b\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.to_folder(path=\"/tmp/a/\", dtype=\"csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.tree_folder(\"/tmp/a\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1_folder = sdata.Data.from_folder(path=\"/tmp/a\")\n", + "print(\"!\", group1_folder)\n", + "assert (group1.name==group1_folder.name)\n", + "assert (group1.uuid==group1_folder.uuid)\n", + "print(group1_folder.dir())\n", + "group1_folder" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Excel IO (wip)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.to_xlsx(filepath=\"/tmp/data1.xlsx\")\n", + "data_xlsx = sdata.Data.from_xlsx(filepath=\"/tmp/data1.xlsx\")\n", + "print(data.name, data_xlsx.name)\n", + "print(data.uuid, data_xlsx.uuid)\n", + "#assert data.name==data_xlsx.name\n", + "data_xlsx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## inspect Data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "group1.dir()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "[x for x in dir(data) if not x.startswith(\"_\")]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Data with comments" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datac = sdata.Data(name=\"data\", uuid=\"38b26864e7794f5182d38459bab85842\", description=\"this is remarkable\")\n", + "datac" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datac.description += \"\"\"\\n\\nhere is your comment\\nwhat's next?\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(datac.description)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datac.to_xlsx(\"/tmp/data_with_description.xlsx\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datac2 = sdata.Data.from_xlsx(\"/tmp/data_with_description.xlsx\")\n", + "print(datac2.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## make a copy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data = sdata.Data(name=\"data\", uuid=\"38b26864e7794f5182d38459bab85842\", description=\"this is remarkable\")\n", + "datac = data.copy()\n", + "print(\"data {0.uuid}\".format(data))\n", + "print(\"datac {0.uuid}\".format(datac))\n", + "print(\"datac.metadata['!sdata_parent'] {0.value}\".format(datac.metadata[\"!sdata_parent\"]))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datac.metadata.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## data from url" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_1_rd.json\"\n", + "data = sdata.Data.from_url(url, stype=\"json\")\n", + "data.describe()\n", + "data.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_vault-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_vault-checkpoint.ipynb new file mode 100644 index 0000000..883166b --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_vault-checkpoint.ipynb @@ -0,0 +1,2063 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:09:06 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import shutil\n", + "shutil.rmtree(\"/tmp/sdatavault\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:09:07 INFO:create/open vault /tmp/sdatavault\n" + ] + }, + { + "data": { + "text/html": [ + "
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!sdata_mtime!sdata_mtime2021-01-17T22:40:28.025318+00:00
!sdata_name!sdata_nameotto
!sdata_parent!sdata_parent
!sdata_project!sdata_projectP1
!sdata_uuid!sdata_uuid21b83703d98e38a7be2e50e38326d0ce
!sdata_version!sdata_version0.17.0
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key!sdata_class!sdata_ctime!sdata_mtime!sdata_name!sdata_parent!sdata_project!sdata_uuid!sdata_versiona
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key!sdata_class!sdata_ctime!sdata_mtime!sdata_name!sdata_parent!sdata_project!sdata_uuid!sdata_versiona
21b83703d98e38a7be2e50e38326d0ceData2021-01-17T22:40:28.025162+00:002021-01-17T22:40:28.025318+00:00ottoP121b83703d98e38a7be2e50e38326d0ce0.17.01
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namevaluedtypeunitdescriptionlabelrequired
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!sdata_mtime!sdata_mtime2021-01-17T22:40:28.025318+00:00str-modification dateFalse
!sdata_name!sdata_nameottostr-name of the data objectFalse
!sdata_parent!sdata_parentstr-uuid of the parent sdata objectFalse
!sdata_project!sdata_projectP1str-False
!sdata_uuid!sdata_uuid21b83703d98e38a7be2e50e38326d0cestr-Universally Unique IdentifierFalse
!sdata_version!sdata_version0.17.0str-sdata package versionFalse
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namevaluedtypeunitdescriptionlabelrequired
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!sdata_ctime!sdata_ctime2021-01-17T22:40:28.025162+00:00str-creation dateFalse
!sdata_mtime!sdata_mtime2021-01-17T22:40:28.025318+00:00str-modification dateFalse
!sdata_name!sdata_nameottostr-name of the data objectFalse
!sdata_parent!sdata_parentstr-uuid of the parent sdata objectFalse
!sdata_project!sdata_projectP1str-False
!sdata_uuid!sdata_uuid21b83703d98e38a7be2e50e38326d0cestr-Universally Unique IdentifierFalse
!sdata_version!sdata_version0.17.0str-sdata package versionFalse
aa1int-False
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" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Data str - \n", + "!sdata_ctime !sdata_ctime 2021-01-17T22:40:28.025162+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2021-01-17T22:40:28.025318+00:00 str - \n", + "!sdata_name !sdata_name otto str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project P1 str - \n", + "!sdata_uuid !sdata_uuid 21b83703d98e38a7be2e50e38326d0ce str - \n", + "!sdata_version !sdata_version 0.17.0 str - \n", + "a a 1 int - \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False \n", + "a False " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'otto2':b8315be85d9945579cf8dc6a80a62524)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datac = data.copy()\n", + "datac.name = \"otto2\"\n", + "datac.uuid = 'b8315be85d9945579cf8dc6a80a62524'\n", + "datac.df[\"b\"] = datac.df[\"a\"]**2\n", + "datac.df\n", + "datac.metadata.add(\"force\", 1.23, dtype=\"float\", description=\"a force\", label=\"F\")\n", + "datac.metadata.add(\"runid\", 123, dtype=\"int\", description=\"a int\", label=\"r\")\n", + "datac" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'va' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdata2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mva\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data_by_uuid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'b8315be85d9945579cf8dc6a80a62524'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescription\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescribe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'va' is not defined" + ] + } + ], + "source": [ + "data2 = va.get_data_by_uuid('b8315be85d9945579cf8dc6a80a62524')\n", + "print(data2)\n", + "data2.metadata.df\n", + "print([data2.description])\n", + "(data2.describe())" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2.6.0'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sqlite3\n", + "sqlite3.version\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3.7.4 (default, Aug 13 2019, 20:35:49) \\n[GCC 7.3.0]'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sys\n", + "sys.version" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_vault_graph_class-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_vault_graph_class-checkpoint.ipynb new file mode 100644 index 0000000..58adc06 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_vault_graph_class-checkpoint.ipynb @@ -0,0 +1,728 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:48 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultgraphclass/\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath, ignore_errors=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:48 INFO:create/open vault '/tmp/sdatavaultgraphclass'\n", + "11:30:48 INFO:create/open vaultindex '/tmp/sdatavaultgraphclass/vaultindex.sqlite'\n", + "11:30:48 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "vault = FileSystemVault(vaultrootpath)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(FileSystemVault:/tmp/sdatavaultgraphclass)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:52 DEBUG:make copy of 21b83703d98e38a7be2e50e38326d0ce -> a9463daf7b3f4742934b213a38261bda\n" + ] + }, + { + "data": { + "text/plain": [ + "((Data 'otto':21b83703d98e38a7be2e50e38326d0ce),\n", + " (Data 'otto':2689e23926874382b10b95e0f1cd90eb),\n", + " (Data 'karl':df26fe1945b93a149ee710e8fa887b2e))" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"otto\", \n", + " uuid=sdata.uuid_from_str(\"otto\"), \n", + " table=pd.DataFrame({\"a\":[1,2,3]}),\n", + " description=\"Hallo\\nSpencer\",\n", + " project=\"P1\")\n", + "data.metadata.add(\"a\", 1)\n", + "datac = data.copy()\n", + "datac.uuid = '2689e23926874382b10b95e0f1cd90eb'\n", + "data2 = sdata.Data(name=\"karl\", \n", + " uuid=sdata.uuid_from_str(\"karl\"))\n", + "data, datac, data2" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:55 INFO:dump blob /tmp/sdatavaultgraphclass/objects/26/eb/\n", + "11:25:55 INFO:NumExpr defaulting to 8 threads.\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: PerformanceWarning: \n", + "your performance may suffer as PyTables will pickle object types that it cannot\n", + "map directly to c-types [inferred_type->mixed-integer,key->block0_values] [items->Index(['name', 'value', 'dtype', 'unit', 'description', 'label'], dtype='object')]\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n", + "11:25:55 DEBUG:add '2689e23926874382b10b95e0f1cd90eb' to vault index\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(datac)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 INFO:dump blob /tmp/sdatavaultgraphclass/objects/df/2e/\n", + "11:25:56 DEBUG:add 'df26fe1945b93a149ee710e8fa887b2e' to vault index\n" + ] + }, + { + "data": { + "image/png": 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Jd+/e4R1TWecF2sK9e/e8vb2bbVZTU+Pr69viS58zZ867d+9aPCzpxo0bWVlZ6urqGhoaSUlJ1dXVhYWFV69e1dDQ2Lhxo4mJSWJiInWEVuo4aIccHR2jo6P/+eefhIQEIyMjLy+vjl5aQ4kFAAAAyABBEKGhocbGxlu3bl2+fHlycvLSpUvl5eVlnRdoU7q6us22WbFiRXp6emssXVtbuzXCkgwMDHR0dBQUFExMTFRVVdXV1R0cHG7evOnr65uZmTl16lTq3ejW6zhonxwdHePi4o4fPx4cHNynT5/Dhw/X19fLOqlvBCUWAAAA0NZiYmLs7Ozc3Nzs7Ow+f/7s4+OjpqYm66RAC0tNTR05ciSLxdq8efOlS5cKCgrw+BcvXtjZ2amqqg4aNEi0hMjKypo1a5aOjg6DwRgxYkRcXBxCaOnSpYGBgQghTU1NGo1WXV0ttlmzHjx4MHToUBUVlV69eh07dgyPbHS8VFJksR2R1DtprF27dsqUKV++fAkICGjtjoOORVFRcenSpWlpaatXr969e7e5uXloaGgrncvauggAAAAAtJWsrKwZM2YghCZMmJCQkCDrdEArsrGxCQ0N5XK5ERERWlpa+fn5BEHExMTQ6fQjR46Ul5eHhISoqKgghDIyMnB7R0fH/Pz8lJSU7t2729ra4jiHDh1CCJWXl5NhxTajcO3aNTabHRkZWVtbu3LlSoTQtWvXCILgcrkIoW3btlFHFtsRsSOb6tOnj5aWVtPxN27cQAgNGjSoVTsOOrSMjIw5c+bQaDQHB4ekpCRZp/N14CgWAAAA0Bb4fP7Ro0fxJSgPHz58+PChubm5rJMCrYXL5b5588bQ0JBOp48aNWrXrl14/LJlyxwcHDZu3MhisWbNmuXh4UHOIhQKp0+frqen169fv7Fjx6alpYmNLGUzUn19/Zo1a3bv3m1vb6+iorJ8+fIuXbrU1NRIGVlsRyT1TnoDBgxACOGDeK3UcdDRGRoaBgUFxcTEVFdXW1paent7S3mXlHZB1jUeAAAA0Pk9f/7c3NycTqfv2rWLy+XKOh3QFthsNpPJ3LJlS05ODh6Dby/x22+/kW1Onz6N/nsUC4uJiXF3d6fT6SwWC49pdDBHUjNJIiMjEUJv3rxpOqnRUSxJkZt2RNLIpiQdxcL3umAyma3XcdBpCASCK1euaGlpdevWDZ832P7BUSwAAACgFZWXl3t5eY0cOVJbWzsuLm737t10Ol3WSYG2EBISwmKxfHx8evXqtW3bNqFQ+PHjR4SQjo6O2Pa5ublOTk7Lli1zcnJydXUlJFx/ImUzUlFREUKouLi42YQlRW7aEUkjpZecnIwQ6t+/v/Q9+tqOg05DTk7Ow8MjMTFxzJgxs2fPnjp1qkweJfdVoMQCAAAAWgVBEBcvXjQyMrpx48a1a9eePn1qbGws66RA27Gzs0tNTfX19dXS0jp48KCfn5+SkhJCKCsrq2nj6upqe3t7DQ2N2NhYfJRGbEwpm4nq0qULQujq1avUzSgiN+2IpJHSu3TpEkLI1dW19ToOOhk9Pb3AwMCwsLCUlBQzM7NffvmFx+PJOimJoMQCAAAAWl5WVta4ceOWLFkyY8aMjx8/zp49W9YZgTZVV1e3f/9+Op2+du3aT58+DRgw4OXLl0OHDpWTkwsKCmp0zKe4uDgqKiojI2PhwoXkjfvJozT4vn94kKKZJIMHD2YwGNeuXdu1a1dhYWFVVdW9e/f27t2LEMJ7qHw+nyKy2I6IHSn9yvHz87t3756xsfGKFStar+OgUxo7dmxiYuKBAwf27NljbW3dbm8sCSUWAAAA0MIuXbo0cODAvLy8mJiYgIAAdXV1WWcEZGDfvn0BAQGVlZWVlZUEQYwePbpbt27Lly9PSkry8PDIzs5OT0+/ffs2Qmj8+PH4KNMff/xRWVkZGhoaHR1dW1v74cOHiIgITU1NhFBsbOz58+dxXSG2maQ0mEzmjh07CILYu3evnp6eurr63LlzXVxcEELh4eEIoaioqJqaGn19fUmRm3ZEbO+aLjo7O7ukpITP56elpTU0NFRXV0dFRc2ePXvdunUWFhYPHz5kMBgUy/3OjoPOSlFR0cvLKy4ujslkDhs27PDhwwKBQNZJNdHG134BAAAAnVhBQcG0adNoNNrSpUtrampknQ6QGS6Xe+LEib179+rq6nbr1m3fvn1CoZAgCD6fv3XrVh0dHSaT+dNPPx06dMjS0vLkyZMVFRWbNm1SV1c3MzO7devW1atXGQzGunXrBAJBaWnp8OHDdXR0goKCCIKQ1Iw6Hz8/PwMDAyaTOW7cuLdv3xIE8eDBA3JvsFu3bpIi19TUNO2IpN6JmjlzZqN9TjqdbmBgMG3atMDAQB6PR7Zs1Y6DTkwgEPj5+SkrK9va2iYnJ8s6nf9BI+AwKwAAANASQkNDV6xYwWQyL1265ODgIOt0AACg80tKSvL09Pzw4cOuXbs2btwoJ9cuztFrF0kAAAAAHVppaambm5urq6uLi8v79++hvgIAgLZhamr68uXLDRs2bN++ffz48WJvJ9P24CgWAAAA8F1evnyJbyF94cKF8ePHyzodAAD4Eb1+/drT07OwsPDy5ctTp06VbTJwFAsAAAD4dmfPnnVwcBg4cGB8fDzUV0AmkpOTaZLhO1sA0OkNHjz47du3Li4uzs7OXl5esr2lOxzFAgAAAL4Fh8NZvHjxrVu3tm/fvnPnznZyAQAAAPzgAgMDV6xYYWVlFRwcjG9Z2fagxAIAAAC+Wlxc3OzZszkczh9//OHo6CjrdAAAAPyfjx8/zpo1q7Cw8Pfff58wYULbJwA/uQEAAABf58yZM8OHD+/Zs2dCQgLUVwAA0N7gx2GPHTt20qRJe/bsafSw7zYAJRYAAAAgLYFAsGrVqhUrVnh5eT169Khr166yzqjlpaenb9u2TV9f/8uXL7LOBSGEysrKunfvfujQIVknAgDoSNTU1IKDgy9dunT48OHJkydzOJy2XDqUWAAAAIBUqqqqnJ2dL1++fOvWLR8fH3l5eVln1CpWr1599OjR/Pz8ZlueOHGioqKiNXJoFJkgCBqN1hoLwurr63fs2NGrVy8Gg2Fubn769GnRyyiKiopcXV3V1dV79ux58uRJKecqKCg4derUmDFjVq1a1WwCkhbxtXEoGgcFBVlZWTGZTDabPW/evOzsbITQnTt3KO6TQaPReDwedTdv375tamrKZDJtbW1fvHghKTHqIAihnTt3kgtVVFQsKiqSFIqiZYsEQQhxOJzDhw8PHjyYyWRu37692bma/YzEBmx21dXV1U2ZMkVsQIoNhmJSawRp/zw8PJ4+ffr27Vt7e/s2vZ+7rJ55DAAAAHQg6enpJiYmbDb79evXss6l1e3atQshlJGRQdGmurq6d+/e5eXlLb701ossycqVKy9evFhZWZmVlTV//nyE0MaNG/EkDofTr18/Z2fn0tLSmJgYTU1NHx+fZuciCGL+/Pnm5uYIoWXLllEvnWIRXxWHonFwcLCmpua9e/dqa2uzs7NnzZrVv39/oVAYFBQ0b968oqIioVBYXFyMEJo8eTJBEHw+/82bN3379i0vL6foZnh4uI+PD4fDSUxMxPVDYWHh165hvAZYLBa5azpp0iSKdSWpZYsEIQjixYsXBgYGRkZGZ86cSU1N5fF4zc5F/RmJDSjNquNyufjjaJq/pA2Geltq8SAdSHp6+oABA/T19d+8edM2S4QSCwAAAGjGy5cvu3btam5unpmZKetc2gL+3Zq6xPLw8EAItUYh1HqRxSoqKgoMDCQHBQLBgAED2Gw2HtywYYOiomJJSQke3L17t6KiYkZGBvVcGJ/PV1ZWbrY0krSIr41D0XjOnDljxowhB58/f06j0SoqKs6fP19WVoZHipZYWGBg4Nu3bym66efnR066e/cuQigiIqJpSs2uKx8fnxs3bkjTO4qWLRLk2bNnKioqLi4udXV1XxVf0mckKaA0q05SiUWxwTS7LbVskI6Fw+E4OTkxGIw///yzDRYHJRYAAABAJTQ0VEVFZcKECZWVlbLOpQWkpKTY29traGhs2rTp4sWL+fn5eHx0dPSIESNUVFQsLS3Xr19PlliZmZkuLi7a2tqqqqrDhw9/+/YtQRBLliwRPSOmqqpKbLNm3b9/f8iQIXQ63dDQ0N/fv2lkvHc+cuTILVu2EATx+fNnb29vNpudnp7+22+/GRgYaGlpHT9+nCAIf39/AwMDJpO5YcMG0UVcv3594MCBSkpK/fr1k3IXfMaMGUOHDiUIQiAQ6Orq2tnZkZNiYmIQQnv27KGYS5SGhgZ1aSTlIpqNQ934l19+odFo+/fv5/P5QqFw/vz5eH1WVFSQbZqWWDU1NfX19Y2Ci3ZTtGw4ePBgz549uVwuHkxMTNTS0tq/f7/YDEWD1NbW6urq9uzZc9GiRY02m0ZBKFpSTGqEomVxcbGWlta4cePII1dfFb/paqcISLHqSGJLLIoNhnpbEl2Z3xyko+PxeCtWrKDRaLt27WrtZUGJBQAAAEj066+/0mg0Ly8vPp8v61xaho2NTWhoKJfLjYiI0NLSwiVWTEwMnU4/cuRIeXl5SEiIiooKWWLZ2Ng4Ojrm5+enpKR0797d1tYWx8H3nyCPNUlqRuHatWtsNjsyMrK2tnblypUIoWvXrjWKHBgYiM/O2rx5M0EQEyZMUFRURAht2bIlJiamvLx80qRJcnJy3t7eDx48qKmpwac4hoeH40VcvHjR3t4+NTW1uLjY2dlZTk4uNja22cQGDBhw9uxZgiASExMRQnPmzCEnlZSUSDoJjZxLVLOlkZSL+M4Sq6GhwdXVFSFkZmbm5uYWEhLSdK6mJZZYTbuZnp6+devW7t27JyQkkCPfv3+vqam5b9++ZoP4+/uTFTWNRtu6daukIBQtKSY1QtFyzZo1CKGDBw9aW1srKyubmZmFhYVJH7/paqcISLHqSGJLLIoNhnpbEl2Z3xykczh8+LCcnNy6deuEQmHrLQVKLAAAAEC8AwcO0Gi0o0ePyjqRFlNbW4sQIi8nO3bsGC6xLCwsJk6cSDZbtmwZWWJZWVmdPHkSj/f09NTR0cHvG5VYkppJUldXp6OjExAQgAffv3/fpUuX8+fPN42ck5NDlljEf68T+/TpEx78+++/EUJ3797Fg58+fUIInTlzhiAIHo+nq6v78eNHPCkzMxMh5ObmRp1YVFSUubk5rqgfP36MEPLy8iKn8vl8hJC1tTXFXKKaLY2kXMR3llgEQQiFwmnTpsnJyTEYjNDQ0KZzSVNiNe0mvm0GQkhZWXnDhg3S/BLRKEhDQ0Nubu79+/c9PT0VFBQQQidOnBA7I0XL7w8iEAh0dHT09fVv3LjB4XDevn1raGhIp9M/f/4sZfxGq506oKRVhythSa5du0axwUi/ubZIkA4tKChIQUFh+fLlAoGglRYBJRYAAAAgho+PD41Gw2evdSZsNpvJZG7ZsiUnJwePeffuHULot99+I9ucPn0a/e+1WDExMe7u7nQ6ncVi4TGNCiFJzSSJjIxECIm99LxR5Pr6etESq9F1YuHh4QihBw8e4MGMjAyEED51MDY2tulOqrm5OUVWDQ0N9vb279+/x4P3799HCHl7e5MNcDLDhg2jmEtUo93uqKgo0WS8vLykXESzcSgaY3v37vXx8YmKitLX16fRaJcuXWrUoNkSS1I3uVxueHj46NGjEUI7d+6UNDt1ELJf6urqPXr0oA5C3fLbguBKfu7cueTUmzdvIoRWr14tZfxGq12agNSrTuxRLIoNRsptqaWCdHR///03nU6fO3du09M4WwTctB0AAABobMeOHVu3bj1//jw+1aczCQkJYbFYPj4+vXr12rZtm1Ao/PjxI0JIR0dHbPvc3FwnJ6dly5Y5OTm5uroS/3uv7a9tRsI3vMa79dTk5OQoBing4GQliSUkJFDMsmHDhvXr15uZmeFBPT09hFBpaSnZoLy8nBwvaa6vIuUivtP169dv3TkqYBEAACAASURBVLq1efNmOzu7169fDxgwYNWqVYWFhV8VRFI36XS6g4PDgwcPTExMgoODvy0IZmdnt3v37qysLB6PRx2HouW3BamqqkIIqampkVOnTp0qLy+fkpLybfGlCfhVqw6j2GCk35ZaJEhHN2XKlNu3b9++fdvd3b3ZTeUbQIkFAAAA/B+CINauXXvo0KGLFy8uXLhQ1um0PDs7u9TUVF9fXy0trYMHD/r5+SkpKSGExD4xprq6Gt8bIzY2Fh+eEhtTymaiunTpghC6evXq9/WGioaGBkIoJCREyva+vr4ODg7Ozs54kCAIU1NTdXX11NRUss3nz58RQiNHjqSYi2IRoncRIAjCz89PmkVIE4e6aydPnhwyZAh+r6+vf+fOHXz8hHouUc12U1lZ2cXFBZ9U9s1BEEJ2dnb6+vr4ijtqFC2/IUi3bt0UFBTwUVBMUVFRQ0NDbGkhTXzpA0qz6kgUG4z021KLBOkEJk6c+ODBgwcPHsyYMaOurq5lg0OJBQAAAPz/CIL4z3/+c+rUqWvXrnl6eso6nZZXV1e3f/9+Op2+du3aT58+DRgw4OXLl0OHDpWTkwsKChIKhaKNi4uLo6KiMjIyFi5cSD5nmdwtxs8CxoMUzSQZPHgwg8G4du3arl27CgsLq6qq7t27t3fv3kaREUL4B2ZyBxQPCgQCPIhzbjSIG1taWmpoaHh7ex85ciQvL6+ysjIyMnLDhg1i8wkODraxsZk+fTpexLNnz/bv36+kpOTh4fH8+XPyOcj//POPiorKrFmzKOai7ngjzS6iRSgpKYnuNBsaGiorKzMYDClnl7KbGRkZkyZN+s4gL1++/Pnnn6XJiqLlNwRRU1NzcnJ69uxZXl4enpSfn19WVkYWhF8b/6sCUq86URQbjPTbUosE6RxGjRp17969yMhIFxeXhoaGlgzdGmcfAgAAAB3R1q1bFRQU2uapKTLB5XKVlJTOnDlTUVGRlZVlbGyM71GxYsUKhJC7u3tWVlZaWtr48eMRQiwWa86cOQghDw+PioqKkJAQMzMzBQWFpKSk8PDwgIAAhFBYWNi5c+fu3bsnqRlFMj4+PqI7JOrq6klJSQRBiEbOycnBTw0aPnx4bW1tfX093kc/d+6cQCDg8XibNm1CCG3cuJHH4wmFQjyvs7Mzvim2r6+v6CIUFBSePXvWNJN9+/Y13UF6+PAhQRAlJSUGBgbz58/ncDhhYWHq6uq//vprs3MRBCEUCnNzc5WUlKZOndr0ftyiKBbxVXEoGuObguzfv7+srKygoGDZsmWmpqaiN2QXCARhYWEIITMzM/JJWdTdzM7O1tXV9fT0TElJqaio8PPzs7CwIOeNj4/X1NQ8ePAgdRAej7dy5coLFy7U1dWVlZWdPXt2wYIF5H3eRINQtKQO4u/vr6GhERMT02zLlJSULl262NvbZ2ZmZmdnjx8/fty4cc3ORbHaJQWkXnUkSc/FothgKCY1+kS+LUhnFRMTo6amNnfu3Ba8xyCUWAAAAABBEMSpU6doNNqFCxdknUgr4nK5J06c2Lt3r66ubrdu3fbt24d3Kfh8/tatW3V0dJhM5k8//XTo0CFLS8uTJ09WVFRs2rRJXV3dzMzs1q1bV69eZTAY69atEwgEpaWlw4cP19HRCQoKIghCUjPqfPz8/PDDrMaNG0c+bkg08u3bt8k9cgsLi8mTJ5ODu3btcnd3JwddXV3xzQYxct/07Nmzffr0UVFRGTx48OPHj5vmcPTo0aZ7/6qqquSTi9LT0ydOnKiqqmpsbHz58mUp58LPFiPFxcVRrAexi/iGOBSNyeeDde/efenSpcXFxaIz9unTR3RG8j7pFN2srq4eP368qqqqioqKubn57t27q6qqyIDv3r1jsVh4h54iiFAonDdvHpPJVFNTGzFiBN6WxAahaEkdxM/PT0ND49WrV822JAgiKSlp/PjxTCaza9eua9eura6ulmYuitUuNiD1qpMGxQYjaZLoyvzmIJ3Y06dPlZWVV65c2VIBaURzh/IBAACATu/69etz5849ePDg5s2bZZ0LAACAthYcHOzu7u7j47Nx48bvj6bw/SEAAACADi08PNzT03P58uVQXwEAwI/Jzc2trKxs1apV2traCxYs+M5oUGIBAAD4oSUkJMyYMWP69OnHjx+XdS4AAABkZsWKFZmZmcuWLdPT03NycvqeUHBHQQAAAD+uwsJCJycnGxubK1euSP/AJSCN5ORkmmQuLi6yThAAABrz8fGZM2eOq6srfmDgN4NrsQAAAPygBALBxIkTv3z58vr1axaLJet0AAAAyB6PxxszZkxRUdHr16/V1dW/LQj8YgcAAOAH5e3t/fz58+vXr0N9BQAAAFNUVAwJCeFwOEuWLPnmIFBiAQAA+BHduXPn6NGjp06dsrKyknUuAAAA2hE2mx0UFHTz5k1/f/9viwAlFgAAgB9Oamqqh4fHsmXLvv+2UZ1Genr6tm3b9PX1v3z5IutcJCorK+vevfuhQ4dknQgAoJMbPXr03r17N2zYEBUV9Q2zQ4kFflBcLre8vLy8vLykpCRdnLi4uFjJoqOjH0v2zz//hIaGhoaG3rlzh6LZkydPKBYRGxubnJzcNLGcnJzy/5L1WgSgQ+JyuTNnzjQyMvLz85N1Lu3I6tWrjx49mp+f32zLEydOVFRUtEFKYhdHEASNRmu9xdXX1+/YsaNXr14MBsPc3Pz06dOiV60XFRW5urqqq6v37Nnz5MmTUs5VUFBw6tSpMWPGrFq1qtkEJC3ia+NQNA4KCrKysmIymWw2e968ednZ2QihO3fuUNyehEaj8Xg86m7evn3b1NSUyWTa2tq+ePFCUmLUQRBCO3fuJBeqqKhYVFQkKRRFyxYJghDicDiHDx8ePHgwk8ncvn079VzUXXv8+PGQIUNUVFR69ux56NAhclKzKwQhVFdXN2XKFLH5U2wwFJNaI0jn4+3t7eTkNGfOHIrtRxK4aTuQvdra2vr6+q99RQhVV1fzeDyEUENDQ01NDY5GFh41NTUNDQ0IIR6PV11djUdWVFR0ylu8MBgMJSUlhJCioiKTycQjNTQ08B3SVFRU6HQ6QkheXp68cFNdXV1eXh4hxGKxaDTa177Kpp8AtIRdu3ZlZWXFx8crKyvLOpd25N69e7t3796zZw91s5qaGl9f33nz5rVNVo0W16VLl9zc3FZd4vr1662trePj4ysrK3fu3LlixYqMjIwjR44ghKqqquzs7ExMTL58+ZKamurk5FRdXY2fpUYxF0LI29s7Njb2/fv3RkZG1EunWMRXxaFofP369VWrVv3++++jR48uLS39+eefx40b9/Hjx5qamnnz5v3222/a2tqlpaU6OjqTJ0++e/euQCB49+6dm5tbTU3N9u3bJXUzIiIiJSUlJiYmKytrwYIFEyZMSEtL09XV/ao1jNeA6OMTxo8fLzYIdcsWCYIQevnypaurq4qKys8//zx27FhDQ0PquSi6Fh4e7uzsfOnSJScnp9u3by9atCgvLw8HoV4h1Cg2GOptqcWDdEo0Gi0wMNDS0nL16tXXr1//unk75e4maBu4dKmoqKitra2pqeFwOFVVVfh9eXk5flNVVcXhcGr/S1KxRIFOp+MKodEraq5yIJvJyclpaGjgqWpqagoKCgghZWVlVVVVhBCuGSQtV1JWkuYiMZlMRUVFDocjEAgktamrq+NyuZKmCoXCyspKirlEG1RVVfH5fIQQXqsIIYIgyN99KWpR3KzpK0XXMLGll7y8vIaGBpPJZDAYDAaDxWKpqqoyGAx1dXU1NTUGg6GqqqqpqYlHqqmpNbsUAFrc69evhw0bdubMmcWLF8s6l3bn1KlTK1euzMjIIHclm/L09AwMDCwvL2+be4S08eKKi4sfPnz4008/4UGhUGhmZlZRUZGXl4cQ2rhxo7+/f35+vpaWFkJoz549Bw4cSElJYTAYFHNhAoGAwWDMnz//zJkzFAlIWgT5iUgZh6Lx3LlzCwsLnzx5ggejo6Pt7e3Ly8tv3LgxY8YMTU1NhFBJSQlZYuFmV69eNTMzS0xMlNRNf39/Ly8vPOnevXtTpkyJiIgYNWrUV61hhNDhw4f79u07c+bMZntH0bJFgkRGRk6cOHHy5Mm///57o59jxM5F3TVLS8vBgwefO3cOT129evWJEydiY2MNDAya3XgQQnV1dS4uLuTHQaLYYJrdllo2SCf29OlTR0dH/Aci/VxQYgGEEOJwOBXi1NTU4Nfa2tqqqqrKykpcOFVWVpJ77Y3goyh431pVVVV0h1tSsUT92vZrAyDJpRd+xdVd01c+ny9aVJeXl5Mbj9ilqKur47qLxWLhjYTJZGpoaOD3GhoaLBZLU1OT9b8UFRXbeG2AToPP5w8ZMkRDQ+Pp06c/2sHY1NTURYsWJSQkLFu2zNjY2MnJSU9PDyH04sWLTZs2vX37tn///mPHjv31119xiZWVlbV+/fqIiIja2lpLS8sTJ04MGjRo6dKl5D4iQqiqqqqsrKxpM4o00tLSLly4cPny5ejo6D///NPX17e2tnb37t2rVq06duzY0aNHy8vLly9f/ssvvyCEGi2uqKjo4cOH58+fHz58+KFDh74qFBYSEnLgwIHk5GR8ppY0u+AzZ87Mzc2NiYkRCoVsNtvIyIi8MOPVq1e2trZ79uzZuXOnpLlER7JYLDc3N4rSSMpFNBuHeqFHjx7dtGnTvn37tmzZIicnt3DhQj09vUOHDlVWVpI/RzYtsWpraxUUFPDpEmK7WV9fT9Yhhw4dCggISE5Oxj+DJiUljRo1at26ddu2bWuaoWgQLpdraGiooqLi6Oi4cuVK0W2pURCKlhSTGqFoWVJSYmxsbGVldf/+ffzL7DfEJ7uWnZ3do0cPX1/ftWvX4knPnz+3t7ffsmVL0wsLxW48Ykssig1m+/btFNuS6Mr85iCSet0pLViw4OHDhx8+fMC/QUgDThTsnMSWTJWVlU1HlpeXNz13TkVFBe/L4gMReH9XR0dHQ0MDF04sFovJZKqqquIdYnxQAldTsPvbOdBoNPw90qVLlxYJiOuuRkU7h8PB7/HImpqa6urqrKwssiXeRBuFIqsvKcE2CUgHDhz49OlTfHz8j1ZfIYTmzp27efPmKVOmvHr1aubMmU5OTgihV69ejR07du/evXfv3g0LC/P09CTbz5w5k8VivX//vqqqasyYMStWrHj58uXZs2d79+7t7e1NHlYaPXp002YUaaxcufLp06c8Hu/s2bPTpk1bsGCBu7u7l5dXXl7eyJEjk5OTjxw5smfPnsmTJzs4ODRa3NWrV9esWVNRUTFs2LCvDYUQunTp0qVLl27evMlisRYvXjx79uzXr183ez/Jjx8/rlu3Dr8pKioaO3YsOalv3754HVLM9VW+ahHfzMvL682bN9u3bw8ODjYzM5sxY8asWbMQQmR9JRY+76NpwmQ3cX2VkZFx/vz5wMDA+/fv4/oKIUQQhFAolPSbvmiQc+fO4YteLly4cPHiRW9v7wMHDogNQtGSYlIjFC337dtXWlo6evRoW1vbxMTEfv36+fr6Ojo6flV8smsFBQUIIdHrefr06YNXF/UKoUaxwVBvS6Ir85uD/FD8/PxMTU03bNhw4cIFaechQIfC5XJzc3MTExOjoqLu3LkTEBCwa9euNWvW/PTTT1OmTLG2tmaz2Y1+ZMLodDqbzTYxMRkxYsSUKVN++umnNWvW7Nq1y8/P78qVK3fu3ImKikpMTMzNzeVyubLuJQD/o7a2VnSzv3Llip+fn4+Pj+jGP2LECBMTEzab3ejnRtGN39HRsdGWHxYWhjd7Pp8v616CVvfhwwdlZWVfX19ZJyID+Pzh169f48Fjx47l5+cTBGFhYTFx4kSy2bJlyxBCGRkZBEFYWVmdPHkSj/f09NTR0cHv8Y/u5eXleFBSMwq7du1CCH369AkP/v333wihu3fv4sFPnz4hhM6cOSN2cTk5OQihzZs3f20oHo+nq6v78eNHPCkzMxMh5ObmRp1qVFSUubk5/n54/PgxQsjLy4ucik/Ptra2pphLlIaGxrJlyygWJ+Uimo3TbGOhUDht2jQ5OTkGgxEaGtp0ruLiYoTQ5MmTKSI37Sa+bQZCSFlZecOGDdJ8rzYK0tDQkJube//+fU9PT/xlfuLECbEzUrT8/iACgUBHR0dfX//GjRscDuft27eGhoZ0Ov3z58/SxxftWmlpKY1GGzRoEC5sCIJISUlBCHl6elLM5erqSrEDf+3aNYoNRvrNtUWC/Ajw/WAePXokZXs4itWOVFdX5+bmFhUVlZSUFBcXFxcXl5SUlJSUlJaWkoPkhTQIIUVFRW1tbS0tLW1tbR0dnR49elhZWeExWlpaor/iwyXdoENTUVFRUVHR19eXsn15ebnoMdvS0lL8Z4WlpKTgQdHTF+Xl5cm/Jm1tbV1dXfwGj9HT0+vatWvXrl3x7UNAR0QQxMKFC/FVy7LORQZUVFTYbPbo0aNXrVq1atUqvBLi4+Pj4+NFj1xZWlqS72NjYxFCr169On78+M2bN8kjEo1I2UwUvjEA+WsgvkMPvoaWHC/2RHSEkI6OzreFSkhIKCoqGjBggOjsSUlJFHnyeLytW7cGBQXhgPj+SaIHc/Clto1+1mw0FwV8qhg56OXlNWHCBGkW0WycZm+VuX//fltb2/Xr17u6us6ePfvixYvz58+nnqURsd3s3r07l8uNiYnZu3fv0aNHVVVVqe+e0jSIoqKivr6+vr6+k5PT4sWLJ0+efOTIkZUrVzadl6Ll9wfJz88vLi6eO3cuPpV00KBBv/7668yZM/39/Y8dOyZN/EZd69Kli4eHx5UrV7Zv375p06aioiIfHx+EkIWFBcVcwcHBwcHBeJLYEwUfPHiAJGwwUm6uiHLDlj7Ij2Dq1KkzZ85cvnx5UlKSNJexQInVprhcbn5+fl5eXtPXvLw80XsM0Ol0TU1NTU1NfX19Npvdr18/0UH8vmvXrs1+gwPwA8J/IM02q6+vLy0tLReB/xjLy8tzcnLev3+fn5+fk5OD/8eQkdlsNv4zJP8Y8ZsePXrADTzas6CgoNevX8fGxv6wX5shISFz5szx8fH59ddfN27cuG/fvo8fP6ImRQspNzd38eLF+fn5GzduVFBQ+PPPP7+nmajv+ami0bzSh8KHZXJycrp16yblLBs2bFi/fr2ZmRkexJeulZaWkg3wacx4vKS5voqUi/hO169fv3XrVlxcHELo9evX48aNW7VqlZOTU9euXaUPIqmbdDrdwcFh2LBhVlZWwcHB1CUW9bqys7PbvXv3zz//zOPxqM/3pmj5bUHwD3CiX+lTp06Vl5fHh56kid+0a6dOnVJXV79w4UJAQMDs2bPLysqUlJRmz54t/QppimKDkX5bapEgP4hjx47hp314e3s32xhKrBZWUFCQk5NTUFCA99UKCwvxgamcnJyioiJyX41Op+vp6enr63ft2tXY2HjkyJHdu3fv2rUrHqOtrQ1XjwDQ2pSVlfEvkdTNOBxOfn5+UVFRbm5uYWEh/lmkoKDg7du3hYWFJSUlZEstLS09PT02m81ms8k/8G7duuECDA4myxCXy922bduCBQsa/Wb8Q7Gzs0tNTT1z5szhw4cPHjyopaWF7wmWlZXVtHF1dbW9vf2QIUPu3r0rLy8v6cmbUjZrD/CFRiEhIVJe5eLr6+vg4ODs7IwHCYIwNTVVV1dPTU0l23z+/BkhNHLkSIq5KK76s7OzI/738qSGhoZmFyFNHGonT54cMmQIfq+vr3/nzh0jI6Pw8HA3NzcpIzTbTWVlZRcXl99///17giCE7Ozs9PX1pdkjomj5DUG6deumoKAgeqGUoqKihoaG2NKiaXyxXVNVVT127NixY8cQQrm5uaampps3bxYt+L9q48EotklpNtcWDPKDYLPZmzZtOnTo0IIFC5qtM6HE+hYNDQ0lJSX5+fnk02DxXldKSgp56hGdTid/5B44cOCECRNEf/nW09ODM44A6BDU1dXV1dX79+8vdir5bYAPf5GHpl+8eJGfn5+VlYXPXEcIaWpq9u7dG38J9O7dm3zfq1evH/DWC23s2LFjpaWle/fulXUiMlNXV3f06NHt27evXbt24cKFtra2+IE/cnJyQUFB+M5yZOPi4uKPHz9mZGScOXOGPOhH7sTjzRUPRkVFSWpGAZ+5Rz7QQigUNh0k/3BEF0fOS06VPpSlpaWGhoa3tzePx5s3bx6DwYiPj79z587Ro0ebZhgcHGxjY4PPvuPxeC9evIiMjNyxY4eHh0dAQEBFRQW+1cc///yjoqKC7xVBMVezK4SkpKREvYgWoaSkJLrTbGhoqKyszGAwpJxdym5mZGRMmjTpO4O8fPny559/liYripbfEERNTc3Jyemff/7Jy8vDP8Pl5+eXlZWR9Q9F/Ga7VlBQMH36dHt7+927d0s/l1gUG4z021KLBPlxrF+/PiAgYN++fc0/hbmlLwbrVEpLS+Pi4v766y9/f//169fPnj3b1taWzWaT+0MqKirGxsbjxo1btGjRnj17rly58vTp05SUlJqaGlnnDgCQPYFAkJeX9+bNm1u3bvn5+a1du3bmzJmDBw8WPSFHVVXVxMRk4sSJS5cu3b9/f2BgYGRkZEZGRkNDg6zT7ySqqqq0tbW3bt0q60RkicvlKikpnTlzpqKiIisry9jYGN+jYsWKFQghd3f3rKystLS08ePHI4RYLNacOXMQQh4eHhUVFSEhIWZmZgoKCklJSeHh4QEBAQihsLCwc+fO3bt3T1IzSZnU19dPnz4dIXTu3DmBQMDj8TZt2oQQ2rhxI4/HEwqFOL6zs3NdXR1BEKKLy8nJwdeiDB8+HD9W8atC+fr6iu7/KCgoPHv2rGmG+/bta7qz9PDhQ4IgSkpKDAwM5s+fz+FwwsLC1NXVf/3112bnIghCKBTm5uYqKSlNnTqV+p5SFIv4qjgUjfFNQfbv319WVlZQULBs2TJTU9P6+nqygUAgCAsLQwiZmZmVlZVJs3Kys7N1dXU9PT1TUlIqKir8/PwsLCzIeePj4zU1NQ8ePEgdhMfjrVy58sKFC3V1dWVlZWfPnl2wYAF5fwjRIBQtqYP4+/traGjExMQ02zIlJaVLly729vaZmZnZ2dnjx48fN25cs3NRbAY1NTXx8fH79u3T0dFZt26d6Dc89caDcblcsXcfodhgKCY1+kS+LcgPKyAgQElJKTMzk7oZlFgEQRBCoTArK+vp06cBAQEbN26cPn26ubk5vmoW09XVtbGxmTFjxtq1a/38/G7evPn69evCwkJZJw4A6Ki4XG5ycnJYWNiFCxd27drl6ek5ZsyYvn37kucTysvLGxgYODg4LF68+PDhwzdv3oyPj6+trZV14h2Pj48Pg8EoKiqSdSKyxOVyT5w4sXfvXl1d3W7duu3btw/vFPL5/K1bt+ro6DCZzJ9++unQoUOWlpYnT56sqKjYtGmTurq6mZnZrVu3rl69ymAw1q1bJxAISktLhw8frqOjExQURBCEpGaSMpk8eTL5v3XXrl3u7u7koKurK75DIIZ3KEUXd/v2bXKqhYXF14YiCOLs2bN9+vRRUVEZPHjw48ePm6Yn9qCWqqoqLtIIgkhPT584caKqqqqxsfHly5elnGv9+vWik+Li4ig+LLGL+IY4FI2vX78+cOBAJSWl7t27L126tLi4WHRGfD9x0r59+5rtZnV19fjx41VVVVVUVMzNzXfv3l1VVUUGfPfuHYvFwjv0FEGEQuG8efOYTKaamtqIESPwBiY2CEVL6iB+fn4aGhqvXr1qtiVBEElJSePHj2cymV27dl27dm11dTX1XNSbgby8vKGh4dy5c/HSpZxLGhQbjKRJoivzm4P8sBoaGgwNDVesWEHd7Id79DBBEDk5OZ8/f/78+XNqair5pq6uDiGkpqbWr1+/vn379uvXr1evXj3+Cx6ACwBoGwRBFBQU4N9NMzMzye+onJwcfNZT9+7d8XdU3759yTfwHSUJfkjowoULmz7fEwAAAPgGAQEBXl5e6enpFJdzd/ISq6KiIjEx8ePHj6IFFZfLRQipqak12k3p16/fV91OBwAA2kxdXV1aWhr+HiNfc3JyCIKg0WjdunUjv82MjIzMzc179eoFF3wihM6dO7d69eovX778sLfAAgAA0LLq6+sNDQ0XLVq0f/9+SW06VYnF4/FSUlI+fPiQlJSEX/FDBpWVlbt162ZiYmJqatr7v+AScwBAR9fQ0JCTk4NvuoO/99LT0798+SIUCpWUlPr27WttbW1qakp++8k6XxmwsLCwtra+ePGirBMBAADQeezevfv48ePZ2dmizw0T1bFLrLy8vNjYWLKmSkxMrK+vV1RU7NevH7lXYWJiMmDAAPg1FwDwg2hoaEhNTSW/G2NjY/Pz8xFCLBbL1NSU/G4cNGiQlpaWrJNtXU+ePHF0dHz37t2PfK/2tpecnNzoCb+iZs6ceePGjbbMBwAAWlxhYWHPnj1PnTq1cOFCsQ06UonF5XLj4+PfvHkTFxeXkJDw4cOH2tpaGo3Wq1cvc3NzMzMz/GpkZAQPlQIAAFJhYWFiYuL79+/xa1JSUk1NDY1GMzQ0NDMzs7CwsLGxsbGxkf6RrB2Fu7t7enr6y5cvZZ0IAACAzsbNzS0nJ+f58+dip7brEovH47179y42NvbNmzdv3rxJSkri8/ksFsvKygpXUwMHDjQxMRG99R8AAABqQqEwIyMjMTExMTExISHh3bt3qampBEGw2Wxra2tcbg0ePFhXV1fWmX6XyspKfX19X1/fpUuXyjoXAAAAnc2jR48mTpz48eNHY2PjplPbXYnF4XD+/fff58+fR0dHR0dHc7lcJpOJT6bH4Kw/AABoWVVVVfHx8bH/ha9iZbPZdnZ2I0aMsLOzGzRoUIf74j1//vyaNWvy8/M1C0YHEwAAIABJREFUNDRknQsAAIDORiAQ9OrVy8PDQ+xNL9rFv8ycnJyrV68uXLjQ2NhYQ0Nj/PjxoaGhPXv2PHny5IcPHyorK58/f+7v7+/h4WFqatqx/s2np6dv27ZNX1//y5cvss5FjLKysu7du4u9l3GLZ/7vv/8uWbKkV69eLRKtDbTzz04aHW6dt1udYGOgpqamZmdn5+XlFRgYmJSUVFpa+uDBgyVLlpSVle3YscPGxkZTU3PixIkHDhx48eIFn8+Xdb5SuXHjxqRJk6C+Au1cp/96EZWWlubt7a2np5eTk/PNQbhcbmBgoL29/Y4dO1owNwC+lry8vIuLS2hoqPjJrfZgrmbk5+f/8ccfS5Ys6du3L0JIWVl55MiR27Ztu3v3bmlpqayyanGTJk1SUlJCCGVkZFC3PH78eHl5eZsk9X9KS0v19fUPHTrUdBJ15nV1ddu3bzc0NFRVVTUzMzt16hT5aHOCIPLz80+ePDl69OiVK1fiMQKBQF9fn0ajaWlpSUrmjz/+GDRoEIPB0NPTc3d3z8rKIifdunXLxMSEwWAMHTo0OjqaHP/PP/803aSPHj2KpxYWFs6ePVtNTa1Hjx4nTpwQXZakgNRrICwsbPDgwXQ6vUePHgcPHhTtMkXyklDk8LXRxK6HI0eONLvOxaL+cCmI/rdTUFAgn81N8UFI8m0rR9Jc0vSosrLSx8fHxsaGwWBs27at0dSmG8M3dKqD4vP5cXFxJ06ccHd3xw8AYTKZEydOPHz48KtXr/h8vqwTFK+8vFxJSen333+XdSIANKOd7ye0rEmTJuGr5bOzs785SFBQUJcuXRBCTb+rAWhjkZGRCKGkpKSmk9q0xBIIBG/evPHx8RkxYgSNRpOXl7e2tt68efOdO3cqKyvbMpO2hB8wT/3VWV1d3bt37/b21UmR+cqVKy9evFhZWZmVlTV//nyE0MaNG8mp8+fPNzc3RwgtW7ZMdK7JkydL2t0PDg7W1NS8d+9ebW1tdnb2rFmz+vfvj/eDw8PDfXx8OBxOYmLi4MGDmUwmue++YMGCRnUFjUbDX9wcDqdfv37Ozs6lpaUxMTGampo+Pj54LoqAFGvg6dOnqqqq169f53A4V65cUVBQWLVqVbPJS0KRwzdEo1gPFOtcEuoPVxIOh8NiscgEJk2aRI6X9EFI8m0rh2KuZnv04sULAwMDIyOjM2fOpKam8ni8plmJbgzf0KlOIy0t7cqVK0uXLjUwMEAIdenSZdasWQEBAXl5ebJO7X/88ccfSkpK7e1LFQCxOu5+wjfYtm3bd5ZYBEFkZWVBiQXaA4FA0LVr14MHDzad1BYlVnV1dUhIyNy5c/ENgg0NDVesWHH37t2qqqo2WLrMnTx5stmvTg8PD4RQe/vqlJR5UVFRYGAgOSgQCAYMGMBms0Xb8Pl8ZWXlRiXWggULJO3uz5kzZ8yYMeTg8+fPaTRaRUUFQRB+fn7k+Lt37yKEIiIiCIKoq6sbO3ZsfHw8uUNcVVVF7tlv2LBBUVGxpKQED+7evVtRURH3RVJA6jVgYWGxePFictKqVasQQrGxsdTJS0KRw9dGo14PFOtcLGk+XLF8fHxu3LjRdDzFByHJt60cSXM126Nnz56pqKi4uLjU1dVRZCW6MXxDpzql9+/f//LLL2PGjFFUVJSXl7e1tT1w4EBycrKs8yIIgliwYMHIkSNlnQUAUum4+wnf4Lfffvv+Equ2thZKLNBOzJs3T3TPhNSKJRaHw7l27drMmTNVVVXl5eVHjx79yy+/iD2U1nGlpKTY29traGhs2rTp4sWL+fn5eHx0dPSIESNUVFQsLS3Xr19PfnVmZma6uLhoa2urqqoOHz787du3BEEsWbJE9PhDVVWV2GYU5OXlRU/77N+/PxmKYlJtbW1gYODIkSO3bNlChpKUObUZM2YMHTq00UgNDY1GJdaiRYu0tLTi4uJGjhxJp9MtLCyioqLwpF9++YVGo+3fv5/P5wuFwvnz55NZie74Hjx4sGfPnlwulyCIrKwscoVjFy9ePHXqFEEQAoFAV1fXzs6OnBQTE4MQ2rNnD0VAijWAfzDz9fUlm0VFRSGEcJIUyRMEcf369YEDByopKfXr148sQihyoIgmdsOgWA/U61xSbo00+nDFzlJbW6urq9uzZ89FixaJbq7UH0TLrhzqj1VSj4qLi7W0tMaNGyf2yJXYjaHZTt2/f3/IkCF0Ot3Q0NDf35961XUOlZWVN2/eXLx4sZ6eHkLI3Nx8z549sv22NzQ0JD8RAGSonewnJCcnb9y4UVdXNy8vb9u2bVpaWmw2OyQkBE8VG+3z58/e3t5sNjs9Pf23334zMDDQ0tI6fvw4QRD+/v4GBgZMJnPDhg2iS5HmW87X15cssfARLez9+/di0/j06dOmTZu6du2amZk5efLkLl26vHr1isvlQokF2olLly7R6fTa2tpG41u+xBIIBGFhYW5ubnQ6XUFBYdy4cQEBAUVFRS2+oPbAxsYmNDSUy+VGRERoaWnhr86YmBg6nX7kyJHy8vKQkBAVFRXyq9PGxsbR0TE/Pz8lJaV79+62trY4Dr7hBPnrlKRmkpSXl+PnPOLB0tLSoUOH4m9hikmBgYH4zK7NmzfjqRSZUxswYMDZs2cbjRRbYtHpdB8fn/z8/Hfv3pmamjIYjJycHIIgGhoaXF1dEUJmZmZubm7k9z4pPT1969at3bt3T0hIkJTGmDFj8JaWmJiIEJozZw45qaSkRPTsNUkBJa2Bf//9FyHk7e1NtszLy0MIubq6Uid/8eJFe3v71NTU4uJiZ2dnOTk5fOCLIgeKaFJuGOR6oF7n1LmRRD9cSbP4+/uLnqO4detW3J76g2jZlUMxF0WP1qxZgxA6ePCgtbW1srKymZlZWFgYniRpY6Du1LVr19hsdmRkZG1t7cqVKxFC165dk35td3R8Pj8iImLVqlVsNht/TL6+vsXFxW2cRlpaGkJI9NcEAGSlnewn2NnZ4Z9c16xZ8/bt24qKCnt7exaLhX9dEhttwoQJ+LqpLVu2xMTElJeXT5o0SU5Oztvb+8GDBzU1Nfj8xvDwcLwIKb/lREusx48fe3h4xMbG4l/ExKYxYsQInPlvv/3277//GhgYhIWFQYkF2o/s7GyE0OPHjxuNb8kSKycnZ8+ePYaGhgih4cOHnz17ljyRplPCx6lfv36NB48dO4a/Oi0sLCZOnEg2W7ZsGfnVaWVldfLkSTze09NTR0cHv2/01SmpGYXVq1cjkZuX4F+G8KmYFJPwLX3IEosicwpRUVHm5uZNr3qXdBSLHHz37h2NRvPy8sKDQqFw2rRpcnJyDAYjNDRUdEa8+SKElJWVN2zYIPYK+7S0NCcnJ/z+8ePHCCEyMkEQ+B5o1tbW1AElrYHS0lIajTZo0CDymqiUlBSEkKenJ0XyPB5PV1cX3/+aIIjMzEyEkJubW7OdkrQqpNkwRNcDxTqnzo0k+uFSzNLQ0JCbm3v//n1PT08FBQWEEL4DBMUH0eIrh3ousT0SCAQ6Ojr6+vo3btzgcDhv3741NDSk0+mfP38mJG8MFJ2qq6vT0dEJCAjA49+/f9+lS5fz589LubY7E4FAEBkZuXTpUnV1dSUlJRcXl4cPH0p535TvFxQUpKioKOkwJgBtpl3tJ+BjZeQZer/++itCCP/iJikaLqI+ffqEB//++2+E0N27d/Hgp0+fEEJnzpwhmvt/J4ossS5fvrxq1SrRrwVJaWzatAkh9Pz5c7IllFigXTEwMGh6OVbLlFgJCQlLly6l0+mamppLly599+5di4Rt/9hsNpPJ3LJlC/6SIgji3bt3+LcWss3p06cbFSoxMTHu7u50Op3FYuExjb46JTWjgL86ycF9+/aRdRTFpPr6erLEkibzphoaGuzt7d+/f990UrMlFkEQPXr0cHBwwO/37t3r4+MTFRWF74N36dIl0ZZcLjc8PHz06NEIoZ07dzZd3I4dOy5fvozf379/v9FBJ9zTYcOGUQSkXgOenp4Ioa1bt1ZUVKSkpCxcuFC0sdjkY2NjURPm5ubNdop6VVBvGKLrgWKdN5sb0eTDlWYWgiCioqLU1dV79OhB/UG00sqh3k4a9Qj/xDB37lyywc2bNxFCq1evptgYKDqF7yz05s2bRsuVctV1SlwuNyQkxNHRkUaj9e3b18/Prw0qn3Xr1llZWbX2UgCQRvvZTzh8+DBCiDyqLM1CG10kFh4ejhB68OABHszIyEAI4VMHpf+WwyXWzp07zczMxObZNI0jR46IZk5AiQXamenTp8+cObPRyO99xlRsbOzkyZMtLCyio6NPnz5dUFAQEBBgYWHxnWE7ipCQEBaL5ePj0+v/Y+++45rI1oeBH5ASEppiKKFYcWkKCIhSVKxgWa57RXRRsWNBQVERywWVFURRsF2VtbsWUHct7LqiAlYsqKCogIKEEor0QIBA5v3jvDu/3ECGiGAAn+8ffDIzJ2eemQyZeXJmzunXb9OmTQKB4N27dwghJpPZYvn8/HwXFxcvLy8XFxd8j9nXFPt6woOMUUcuztq1a/38/MzMzNoWAJPJrKioQAhdvHjxypUr/v7+Dg4Oz549MzY29vb2LioqIkvSaLTRo0f/9ddfJiYmFy5cEKmHIIjo6Ohp06bhSfxASGlpKVmgvLycnC+uQuo9cOjQoZUrVx47dmzAgAF79+4tKytTUFCYMWMGRfAlJSXon98ISampqdQbRbErWj0wRPYDxT5vNTbU7MOV5C0IIQcHh6CgIDabzefzKT6Idt85FO8St0XV1dUIIRUVFbLA1KlTe/TokZGRQXEwUGxUcXExuaOESbjruiUajebm5hYXF/f69WsHB4f169cPHDhw7969DQ0NHbfSFy9eWFlZdVz9AEiu81wnUAwrKq42yUci/dJvOTab/ebNm6ioKEnCkJGRkTAMAKTCysqq+a8MbU+x8vPzPT09hw0bVlFRcf369devX8+bNw+P7fD9cHBwyMzM3Lt3r4aGxo4dOyIiIvAewL0jiOByufiZ1+TkZPwLTYt1Slis3VFELs7evXtHjx7t6uqKJ9uQChYUFOCB0Q4ePDhs2DA8k8ViXbt2DTdHiJRXVFScPn1685FP7969a2pqqqqqiifx68zMTLLAhw8fEEIjR46kqJB6D9Dp9H379hUWFn7+/HnTpk3x8fH+/v66uroUweMxT6Ojo6l3gshGiatNkgNDZD+0CO/zVmNr/uFKuDkIIQcHBxaLJS8vT/FBtO/OoX6XuC3S1dWVk5PDP8Ri8vLyampq2traFAcDxUbhoVrOnDkj8hbJd103ZmpqeuLEiaysrFmzZm3evNnExAS3GXaE9+/fm5iYdFDlAHyRzn+d0C61fem3XFBQkKOj4+rVq8nvUmld/ADw9UxMTNhsNm5cJbUlxSIIYv/+/T/88MP9+/cvXLjw4MGDyZMnf4e/MdTV1QUHB9NoNF9f3/T0dGNj48ePH9va2srKyp47d04gEAgXLikpuX//fnZ29oIFC4R7+cMv8N7DkxTFKOBnUrlcLp7EHzP+VYliEZ/PRwjhK1GKyFtc44ULF6ytrXGDCZ/PT0xMDA4ObjVOYUlJSRwOZ86cOQghBQUF4WvWvn37KioqMhiM5u/Kzs6eNGmSyMyTJ0/OnDmTnFRQUJg7d+6DBw9wExlC6NatW0pKSm5ubhQVSrgHCgsLp02b5ujoGBQURK6uxeAtLCzU1NQCAgLCwsIKCgoqKyvv3bu3du1a6o0SV5skB4bIfmiO3OfUsbX44Uq+OY8fP16zZg2i/CDad+dQv0vcFqmoqLi4uCQmJuLOSxBCHA6nrKzM1dWV4mCg2CgbGxsGg3H+/PnAwMCioqLq6urY2Nht27ZJvrHdnq6u7q5du96/fz98+HA3N7exY8fi2zXbUXV1dVFRkaGhYftWC0AbdKrrhLq6OoRQU1MTnsRrb2xspKgNXySIvKV5DQghyb/lyBbs8+fP02g0Dw8PPIciDOEVCQfW/PdWAKTC0NBQIBDgnpb+jwR3GP6PkpKSqVOnysnJBQYGfucPE/N4PAUFhcOHD1dUVLDZbCMjI/yY5vLlyxFCHh4ebDb748ePEyZMQAipq6vPmjULITR37tyKioro6GgzMzM5Obm0tLT4+PgjR44ghOLi4qKiomJjY8UVowgGt7ZHRERwudxff/0VP4uCH7WnWISHD7Kzs8N9TYqLvPmwqviBLhE3b97ESwUCQX5+voKCwtSpU4UPki1btuDu5jgcTmpqqpGR0cKFC/Ei/BBtcHBwWVlZYWGhl5eXqalpfX19bm6upqamp6dnRkZGRUVFRESEubl5WVmZcDBVVVWampoi3WV+/vxZX19/3rx5VVVVcXFxqqqq4eHhBEFQV0ixB2pqalJSUrZv385kMlevXt3Q0ECuS1zwxD83nZPk5OQSExOpYxBXG759n+LAaHE/UOzzFmOj/nBbfAufz1+xYsWxY8fq6urKysqOHj06f/588glmcR9E++4c6ndRbFFGRkavXr0cHR1zcnJyc3MnTJgwfvz4Vg8Gio0KDQ0VXouqqiruu1zc3v6eJSUlGRkZaWhoXL16tR2rffHiBUKIfOweACnqPNcJdXV1EydORAidP39eIBA0NDTg3xyPHDny8uXLFmv7+++/8c9SUVFRTU1NfD4fdzuxbt06Pp8vEAhwSK6urnjMDEm+5WpqavCPXydPnmxqavrrr79kZWXnzZvX2Ngo7hx348YNHLlwx/RXr15FCNnZ2XG53A755AD4EjweT1ZW9sqVK8IzvyzFysvLGzBggIGBAXSGSxAEj8c7cODAtm3bNDU1dXV1t2/fji8rGxsbN27cyGQylZWV58yZExISYmFhcfDgwYqKivXr16uqqpqZmV25cuXMmTMMBmP16tVNTU2lpaV2dnZMJvPcuXMEQYgrRhFMbW3tTz/9RKPRTE1N4+Pjg4ODhw8ffuzYMS6XK27R2bNnya9Cc3Nz6siF17V79+7mF6x0Op0cmAh3sEF6+fIlni8QCKKiokxMTBQUFIyMjA4dOiTclRA5noaent6SJUvwg61cLnfChAl0Ol1JSWnw4MFBQUHNR6yOiory8PBovk+ysrKcnZ3pdLqRkRHZAwR1hRR7oEePHn379v3555+fPHnSfF0tBo8dPXp0wIABSkpKNjY2uE/PVjdKXG3UB0aL+4F6nzePrdUPt/lbBALB7NmzlZWVVVRU7O3t8THc6gfRvjuH4l2tblFaWtqECROUlZW1tLR8fX3JEzb1vwPFRkVEROARY8aPHy98TdB8YwGXy12wYIGMjIzwAGJfCefhcOEFOoPOc50watQo8gtw165dePgWbP/+/S3W5uLiQpYJDAz08PAgJ93d3XFng9jkyZPxWlr9liMH50QIbd++XXhcrIULF7YYho2NDS7AZDL9/PwIgvjrr7/Id+nq6nbIJwfAF9LU1MR9KZNkCImfnyksLBw9erS8vPzdu3e/tFMEAAAAoEXh4eHr1q07dOjQ0qVLv76248ePr1q1irw1GgAAAOhogwcP/umnn7Zu3UrOkZPwnQKBAA+1efv2bcivAAAAtBc/P7+6ujpvb+8hQ4bY2dl9ZW0lJSWamprtEhgAAAAgCU1NTdyrMEnS7i7++OOPe/funT9/XktLqwMCAwAA8P3auHHjmDFjRO4xbpvq6mrqTjUBAACA9qWiooJHgiFJmmKdOnVq0qRJQ4cO7YCoQOvev38vI9706dOlHSAAALSdjIzMli1bkpKS3r9//5VV1dfXKyoqtktUAHQhcJ0AgBTRaDTcaSdJ0hsFX7165e3t3QEhAYkYGRlJ/tQcAAB0OXZ2dvLy8q9evTIyMvqaeiDFAt8nuE4AQIoUFRVramqE53zBuFjf4chXAAAAviW4RgQAANDlyMiI9iAoaYplbm5+7969DggJAAAAQI8ePeLz+RYWFl9Zj6KiYn19fbuEBAAAAEiirq6ORqMJz5E0xfL09IyNjcXj0wHQFWVlZW3atInFYn369EnasQAARAUHBw8bNszY2Pgr64EUC3QzcPICoPOrr69vY4o1bdo0R0fHWbNmifRICEBXsXLlyt27d3M4nFZLHjhwoKKi4huE1KGKiormz5/PYrFoNNqQIUMuXLgg7YgAEGvnzp137tzZu3fv11fVvFsnALq07+Hk1XUjBwCrqqpSVlYWniNpiiUrK3vu3DmBQDBu3LjPnz93QGwAdKzY2NiAgIBWi9XU1LTLdZ7Uubq6Wlpafvjw4dWrV8rKyrNmzbp9+7a0gwKgBREREQEBAfv27fv6QbEQQpqamkVFRV9fDwCdRLc/eXXdyAEgFRUVaWtrC8/5gu4uWCzWnTt3ampqrK2tHz9+3N6xAdDhJBmQdPny5VlZWd8gmA5VVFT05MmToUOH0ul0IyOj//73vwghaMgCnQ2Px/Py8lqzZs3evXuXL1/eLnVqamrW1NSI9OwEQJfWvU9eXTdyAEjFxcVMJlN4zhekWAghfX39pKQkMzOzkSNHBgcHNzQ0tGt4ALRdZmbmyJEj1dXV/f39T5w4UVhYiOc/evTIwcGBTqdbWloKf4mz2Ww3Nzcmk8lgMOzt7fFzhkuWLDl9+jRCqGfPnjIyMlwut8ViFNLT09evX6+lpcXhcDZv3ty7d28WixUTE0Ox0o8fP27cuJHFYmVnZ+/du9fAwKB3794HDhxACO3bt8/AwEBFRWXdunXCa4mOjjY3N1dUVBw0aNDly5ebh6GhoWFpaZmUlIQne/XqhRBSV1dvy54FoGMkJyfb2NhcunTpypUrPj4+7VUti8VCCOXn57dXhQB0qE5y8nrx4oW3t7eBgUF+fv6UKVMYDIaFhUViYiLFSjMyMvz9/bW1tdls9pQpUzQ0NJ4+fYpaOkNRnBmbR97eOxiADldXV1daWorPPv+H+HICgWDPnj1KSkoDBgy4fPlyG2oAoN1ZW1vHxMTweLyEhAQNDQ0Oh0MQRFJSEo1GCwsLKy8vj46OVlJSQghlZ2fj8uPGjeNwOBkZGXp6esOHD8f1hISEIITKy8vJalssJo6Dg0OPHj0QQqtWrXrx4kVFRYWjo6O6ujqfzxdX28SJE+Xl5RFCGzZsSEpKKi8vnzRpkqysbEBAwF9//VVTUxMYGIgQio+Px6s4fvy4o6NjZmZmSUmJq6urrKxscnIydVRHjhyh0WgZGRlt3bsAtKe8vDxPT09ZWdlRo0ax2ez2rbyqqgohFBsb277VAtBBOsnJS0dHByGkqKi4ZcuW3Nzct2/fmpiYKCoqvnv3Tlxt9vb2+Hy3Z8+ep0+f6uvrx8XFtXiGoj4zikQOQJfz5s0bhNDr16+FZ7YlxcLYbLaHh4eMjIyDg8Off/4pEAi+OkIA2qi2thYh9OzZMzy5b98+fJYyNzd3dnYmi3l5eZFnqaFDhx48eBDP9/T0ZDKZ+LXId724YhT8/PwQQrm5uXgyPDwcIZSXl0dRG06i0tPT8eT169cRQjdu3MCT6enpCKHDhw8TBMHn8zU1NfE5jyCInJwchNDMmTMp4uFyuXp6etHR0a1GDkBHy8/PX79+PZ1O79evX3R0dAedOLS0tCIiIjqiZgDaV6c6ebm4uCgpKTU2NuLJu3fvIoSWLVtGUdv69esRQg8ePMCTFGcoijMjpFigq7ty5YqMjExtba3wTLk2N4rp6+ufPXvWx8dny5YtkydPHjx48Nq1a2fOnIl/jwfgW1JSUtLR0XFycvL29vb29l65ciVCKCUlJSUlxdPTkywmPOROcnIyQujJkyf79++/fPmySFebX1pMGL5pnixJp9MRQnw+n6I2/BYFBQU8iTulwb/5kfNxDampqcXFxSIdW6elpVHEs3v37uDgYDc3t1YjB6DjvHv3bvfu3WfPntXQ0Ni2bZu3t7eiomIHrcvIyOjt27cdVDkA7ahTnbz09PRkZWXJU4+Tk5Oqqurz588pauvduzdC6IcffsCTFGcoijMjAF3d27dv+/Tpg1ubSV/2LFZzNjY2N2/eTElJMTc3X7hwoYGBgY+Pz+vXr7+yWgC+VHR0tLq6emhoaL9+/TZt2iQQCN69e4cQEnn6kJSfn+/i4uLl5eXi4uLu7k7875jcX1pMmKys2H8rcbVRvEVESUkJ+ueXP1Jqaqq48gRB1NfXC5+qAfiW6urqYmJixo8fb2pqmpiYGBYW9vHjRz8/v47LrxBCVlZW+LoQgM6vM5+89PT08FP34mqTkZERLk9xhpL8NAdAl/P8+XNra2uRme1zxA8ePPj06dMfP3708vL6448/hgwZ4ujoePz48fLy8napH4BWOTg4ZGZm7t27V0NDY8eOHREREbjxh81mNy/M5XIdHR3V1NSSk5M9PDzE/bwnYTEJtUttampqCKHo6GgJy+fl5Tk4OLRhRQB8DYFA8PDhw2XLlmlra3t4eKioqNy4cSMjI8PHx0fkd76OYG1t/fr1ax6P19ErAuDrdaqTl0gmVlZW1qdPH8lr+9IzFADdQ3JyspWVlcjM9vxRQV9fPygoKDs7++bNmywWa/ny5VpaWi4uLsePHy8tLW3HFQEgoq6uLjg4mEaj+fr6pqenGxsbP3782NbWlhzPTbhwSUnJ/fv3s7OzFyxYQN4RIfKbHJ6kKEYdDEKoqakJT+K1NzY2UtSGb5YQeUvzGhBCFhYWampqAQEBYWFhBQUFlZWV9+7dW7t2rbhg9PX1J02a1GrMALQLgUDw4MEDX1/fPn36ODg43Lt3b8uWLXl5eVeuXMGduHybMIYNG8bn8/GtTQB0Zp3q5IXjIX+bePfuXVFRkaurK0VtwqcnRHmGEndmFIkcgC4nPz8/Nze3o1qx/qdGWdmJEydevHixuLj4xIkTNBptxYoVOjo6EyZMiIiIyMjIaPc1AoAQ2r59+5EjRyorKysrKwmCcHJy0tXVXbp0aVpa2ty5c3Nzc7Oysn7pqnfJAAAgAElEQVT//XeE0IQJE86cOYMQ+u233yorK2NiYh4+fFhbW/v27duEhISePXsihJKTk3/99Vf8jd9iMXFh1NfXP3jwAP3TASCfz8eF7969i/tral7brVu34uPj8VsEAkFjY+Pff/+NEEpMTMSPHeMhgxMSEurr62k0WlBQUH19vb+/v66urrq6+tixY3/88Udx8UyaNMnY2Bif2wDoIDU1NVevXl26dKmBgYGjo+OtW7cWLFiQmpqalpbm5+cnyZA+7WvAgAF9+vTBD+sD0Ml1kpMXRhCEr69vWVlZdnb24sWLbWxs5syZg7uibl5bbGws/i/jcDj47eLOUBRnRoIghCOH4RZAl3P79m0FBYURI0aILmivzjQoVFVVnTt3zt3dHf8XDRgwwNvb+88//+Ryud9g7eB7wOPxDhw4sG3bNk1NTV1d3e3bt+OeyhobGzdu3MhkMpWVlefMmRMSEmJhYXHw4MGKior169erqqqamZlduXLlzJkzDAZj9erVTU1NpaWldnZ2TCbz3LlzBEGIKyYuklGjRpH/XLt27bK1tSUn9+/f32JtLi4uZJnAwEAPDw9y0t3dHXc2iE2ePBmv5ejRowMGDFBSUrKxsbl9+zbFnpk4ceKgQYN4PF677m8ACIIg0tLSwsPDx40bp6ioKCsra2Njs3Xr1jdv3kg7LoIgiHnz5o0cOVLaUQDQis5z8iIIwsvLi8FgHDx4sFevXqqqqnPmzCktLcWLWqzNxsYGn5uYTKafnx9ZT/MzFPWZUSRyALqWOXPmjBkzpvl8GeIbtsw2NTW9evXq+vXrN27cePHiRY8ePczNzceNGzdu3Dh7e/tvcIM+AACAr5GVlfXgwYOHDx/+9ddfubm5ysrKo0ePnjp16pQpU0RHXZSqc+fOzZ8/v6ioCEbcBkBCS5cuPXv2LAz+C4DkBAIBi8Xy8fEJCAgQWfRNUyxhBQUFd+/eTUhIiI+Pz8rKotFow4cPd3R0HDFixIgRI+CkCAAAnUFTU9ObN28ePXr06NGjhISEvLw8BoNhb28/evRoJycnGxsb8vGMTqWiokJLS+vYsWOzZ8+WdiwAdA2LFy8+e/Ys9BMDgOTu378/cuTIt2/fioxVgKSYYgljs9nx8fHx8fGPHj3KzMyUlZU1MjKys7Ozs7MbMWLEoEGDoK9PAAD4ZsrLy588efL48eNHjx49efKkurpaRUUF/wrm5ORka2vbJcY/dHZ2ZjAYly9flnYgAHQBlZWVTk5OL1++vHfvnoODg0hv7ACAFq1ZsyY2NjY9Pb35ok6RYgmrrKx89uwZvhHl4cOHPB5PWVnZ3Nzc6h8mJibwnw+k6P37981/qyD9+9//vnTp0reMB4Cvx+VyX716lfyPd+/eEQSho6Pj4OBgb29vZWXVVdIqYVFRUT4+PhwOB3ckDcB3jvrkJSwqKmrRokUdHQ8AXZ1AIOjbt++cOXN++eWX5ks7XYoljM/nv3r16vk/3r5929jY2KtXLysrqyFDhpiamg4ePNjExASPEQ4AAEBCnz59evPmzZs3b1JTU1+9epWeni4QCLS0tKz/MWzYsG/fE2D7qqysZLFYERERixcvlnYsAAAAupu///7b2dn53bt3RkZGzZd26hRLRG1tLc64Xrx48fr167dv39bV1cnKyvbv33/IkCFmZmZmZmaDBw8eOHCgnJyctIMFAIDO4vPnz7gL9devX7958yYtLa2qqgohZGBgYGZmZmFhgdMqfX19aUfazn7++edPnz49evRI2oEAAADobmbOnJmXl4cHJGiuK6VYzRUUFCQnJ799+zYtLS05OTk9Pb2pqUleXt7Q0NDU1NTExAT/hXsLAQDfj4aGhszMTPK78e3bt1lZWQghdXV1U1NT8rvR3NycyWRKO9iOdefOnXHjxr169crc3FzasQAAAOg+iouLDQwMDh06tGDBghYLdO0USwSfz8/IyCAzrrdv32ZnZxMEoaioOGDAAFNT0/5C+vXrB3kXAKBL4/P5eGRSDCdUOTk5TU1NCgoKAwcOxAmVlZWVqanp9/mlhx/lPX78uLQDAeCLZWVlHTt27MSJE48ePerbt6+0w2ldaWnpkCFDli1btnnzZmnHAkDH2rp16759+3Jzc8U9r9StbqiTl5fHv9G6ubnhOeXl5a9fv3737l1mZuaHDx+uX7/+8ePH+vp6hJC6uvrAgQMNDQ0HDhw4aNAg/EJDQ0OqWwAAAC1raGjIzs7+8OFDRkbGhw8fMjMzMzMzc3Nzm5qaEEI6OjqGhoaGhob29vaDBg0aPHhw//79O2d36t/YihUrVq1atWPHDm1tbWnHAsCXWbly5e3btxsaGloteeDAgdmzZ0t9wBty0NU219BJNgQAag0NDYcPH162bBlFfxDdqhVLEgKBIDc3F2dcmf/IysrCX2G9evXCeZehoWG/fv0MDAwMDAz09PQUFBSkHTgA4HtRUlKSm5vLZrNzcnLIbyo2m93Y2IgQ0tLSIn8VIn8nUlZWlnbUnRSPx+vTp8/ixYtb7PEJgE4uKCho69at2dnZFK1YNTU1Q4YMSU5O7uqZSbfZENDtRUVFeXt7Z2Vl6erqiivTrVqxJCErK9unT58+ffqMGzeOnNnU1MRms/GlDP57/vz5nJycuro6/BZtbe0+ffoYGBjo6+sbGBj07dsXv+7Vq5f0NgUA0IU1NDTk5eWx2WycSrHZbJxWffr0iRz6U1tbe8CAAYaGho6OjjiVMjQ0VFFRkW7kXYuSktKaNWt++eWX1atX9+7dW9rhAPBlJOnYc/ny5fh5y66u22wI6N74fH5ISMiCBQso8iuEhFp1QXMcDufp06eXLl3as2ePj4/PtGnTrKyshB8QV1ZWNjExcXFx8fLy+uWXX06fPn3v3r2srCwejyft2AEAnUJhYeHLly+vXbu2b9++tWvXuru7jxgxgsVikY9F0Wi0QYMGjR07dv78+UFBQSdOnLh9+3ZGRkZdXZ20Y+8mqqqqNDQ0Nm/eLO1AAPgfGRkZjo6Oampq69evP378OIfDwfMfPnxob2+vpKRkYWHh5+eHEMIPlufk5EyfPr137950Ot3Ozu7FixcEQYiMSVBdXd1iMQrJyckrVqzQ19fPy8ubPHkynU43NzdPSEggCCI9PX39+vVaWlo5OTmTJ0/u1avXkydPCIJISEgYOXIknU7X0tJaunRpeXk5QRA8Hu/MmTOjR49et24dWfnFixeHDBmioKBgaGh46dIlcv6ff/45bNgwGo3Wt2/fyMjIFjekXXc2AO3m6NGjCgoKOTk51MUgxWqLurq6jx8/3r9/Pzo6OjQ0dMmSJePGjTMxMWEwGOS3A41G69+/v729vZub26pVq0JDQ0+dOnXt2rXnz5/n5+dLewsAAO2mrKzszZs3cXFxp06dCg0NXbVqlZubm729ff/+/YWH6+3Zs6eJicm4ceOWLFmCvxDi4uI+fvzY1NQk7S3o/kJCQlRUVMhLWAA6A2tr65iYGB6Pl5CQoKGhgY/PpKQkGo0WFhZWXl4eHR2tpKREpljW1tbjxo3jcDgZGRl6enrDhw/H9YSEhCCEcJ5DUUwcHR0dhJCiouKWLVtyc3Pfvn1rYmKiqKj47t07e3t7/Ejnnj17nj59qq+vHxcXd+vWLRUVlevXr1dXV1+8eJHBYFhbW/P5/N9++61nz54IIT8/P1zz8ePHHR0dMzMzS0pKXF1dZWVlk5OTCYI4f/68jo7OvXv3amtrV6xYgRA6f/588w0BoBOqqanR09NbunRpqyW/uxsF24WioiLullBkPkEQHA4nNze3qKgoPz+/sLCQw+FwOJyHDx9yOJzi4mL8KAVCiE6n6+rqamlpsVgsnX9oa2uzWCxNTc3evXvLysp+880CALSgpqamuLi4oKAA/1/jv8XFxXl5eUVFRcXFxcQ/T7Sqqqri/2tdXd1hw4bp6elpamrq6upqa2v37dsXXyoBqfD19T18+PB//vOfo0ePSjsWABBCiMfjPX/+vG/fvjQabdSoUYGBgXi+l5cXbghCCLm5ud25c+fIkSN4kUAgmDZtmra2tra29tixY//8888Wa5awGKmgoGDSpEkJCQmBgYE4oTpw4MCYMWP27dv34MEDf3//sLCwYcOG2djYsNlsgiB++OEHT0/PKVOmIIRmzJjx9u3brVu3RkVFLVu2bMKECeSdPo2NjRs2bEhMTBw4cCBCaN++fVevXt21a9fJkydXrVoVHBzs6OiIEFq6dOn58+dramq+fpcC8A2Eh4dXVFSQ/7AUIMVqTzIyMiwWi8ViiStQXl5eUFDA4XAKCgrKy8vxi7S0tLi4uLy8PDwYKEaj0Xr27IkTsJ7/EJnU0dH5DrtgBqAd4X/JciHkvydWUFBQUVFBlqfRaPjfkMVijR49mnyto6Ojp6enpqYmxW0BFGg0WnBw8Lx587y9vYcMGSLtcABASkpKOjo6Tk5O3t7e3t7eK1euRAilpKSkpKR4enqSxSwsLMjXycnJCKEnT57s37//8uXLNBqtxZolLCZMT09PVlaW7IPUyclJVVX1+fPnCCH8BOMPP/xAVp6Zmbl+/XryvUuWLNm6dWtsbOyyZct69+5NXpakpqYWFxcbGxsLrygtLe3p06clJSVWVlZ4jpmZWWlpaasRAtAZcDicsLCwDRs2SNJFLaRY3xROjUxNTVtcii/viouLi4uLS0pKSktLP3/+/Pnz58LCwtTUVDyJe+DAFBUVe/furaGhwWQymUxm79698ST+qy5E+G4lALq9qqqqCiH4f6e4uBj/Q5GTlZWVwu8S/g/S0tIyMzNjMpl4kslk6urqampqwr9S1+Xh4XHgwAEvL6+HDx/CbQKgM4iOjp41a1ZoaGh4ePi6deu2b9/+7t07hJC4McHz8/MXLVrE4XDWrVsnJyf3xx9/fE0xYc3/I/T09HBPyyK/5Obk5CCEamtryTksFotOpxcUFIhUVVJSghDKy8sT6RLg8uXL5FIAuhYfH5/evXuvWbNGksKQYnUiOAEzMTGhKMPj8cT93P7p06fHjx8XFBR8/vyZz+cLvwu3ifXs2VNJSYl8LU7v3r2hk3rQqZCHfV1dnfC/QItKS0tFhpERPuZZLJaNjY3wAY/boJhMJqRP3ZuMjMyJEycsLS337dvn6+sr7XAAQA4ODpmZmYcPH965c+eOHTs0NDRwz+xsNrt5YS6X6+joOGzYsBs3bvTo0eP+/fst1ilhseaI/x3Cp6ysbNiwYc2L4XwJp4IkOTm55o9O4Fb96Ojo1atXC8/HXTGfOXPG2dlZwtgA6AyuX78eExNz8+ZNCW/7hxSri1FSUlJSUqK4FxGraEl5eTn5OicnJyUlBb8WvkERU1VVxc1fKioqdDpdXV2dwWDQ6XQVFRVVVVX8WmQmnU6n0+n4UVcAmuPxeLW1tZWVlVwut7a2lsvlVlZW1tTUNJ9ZW1tbW1uLj0x8iIr8ZKCoqKj+v3R1dU1NTXv27KneEkVFRWltNehUjI2NN2zYsGnTpqlTpw4YMEDa4YDvWl1d3e7duzdv3uzr67tgwYLhw4c/fvzY3d1dVlb23LlzGzZsEG5ZKikpeffuXXZ29uHDh8nb+cikCDc04cn79++LK9ZqPDweD187vnv3rqioyNXVFSEkEAgQQuST5JaWlvr6+hcuXNi1axcejg8/5uDu7i5SoYWFhZqaWkBAAJ/Pnz17NoPBSElJuXbtWlBQEIPBOH/+/MCBA5cvX06n0+/du5ecnPyf//xHeEMA6FQqKyuXLVs2f/78iRMnSvgWSLG6J3xlKWFhgUDQPAfDuFxuTU1NRUVFcXFxbW1tdXV1VVUVviwWfkBFGM61VFVVhfMuOp2uqKioqqrao0cP4b9qamqysrLCf9XV1WVkZPBfSNikq7a2tr6+XvhvTU1NQ0OD8F8ul8vn8/Hf6urqxsbGiooKfIRUVVVVV1fX1tbiQ6jFsyaNRmMwGGpqasrKynQ6XVlZWU1NDadMampqZKovDDfGfvu9AbqHjRs3Xr58efHixXfu3IFnWYF0bd++nclkzpw5s6qqiiAIJycnXV3dpUuXHjp0aO7cuSEhIXw+//fff0cITZgwwcXFBSH022+/2dra3rp16+HDh7W1tW/fvi0uLsbnyuTk5E+fPuFfYFssNnr0aIpgCILw9fUNCQmprKxcvHixjY3NnDlzampq7t69ixDicDj44RNFRcXdu3e7u7t7eHj897//lZGRWbZs2cSJE6dPny5SIY1GCwoKWr16tb+/v7+/P0JITk7uzp07ysrKW7Zs2bBhw7Zt27Zt24YQUlVVffz4MUJIeENcXFxaGXQIgG9o9erVTU1N4eHhkr8FUiyAZGVle/Xq1YZhlPGVdHV1tXDLQ01NTU1NjUhzRHFxMZ/Px9fZ+G95eTlCCP+lhr9ze/bsSaZeOHvENz0ihHDChgvjzA0hRKPR8IU4Tt7wUhUVFTk5OYSQoqIinU5HCJG1kRgMBsV9ksrKyhS3k5H1t6iqqqqpqUnc0srKSvxjYYtEUhQej4efymtqaiIbIXGGgxDCGRFCCO9tvBRnQQghnB3hmXj/4x8vcZ3Cf8UFg+H9j5Nn4b9qamq9evXS09PD7ZwMBgMnTjjfVldXF86m4JEY8I0pKCgcO3bMzs7u+PHjCxculHY44Lu2Z8+e4uLiQYMGycvLL126dNmyZQihffv2qaurR0VFXb16ddq0aU5OTsXFxYsXL/bw8NDX1z98+PCLFy+2bdvm7++/dOnSX3/9dffu3UOGDDl16tTPP/8cGRk5adKk9evXt1iMOhg8HJahoWFjY6Orq2tERIS8vLyjo+OTJ08QQhMnTpw7dy6uZMaMGT169Ni+fXv//v21tLRmz55NNkBh5Be7r68vg8HYuXNnQUGBmZlZSEjIyJEjEUL+/v40Gi08PLy8vHzEiBE7d+7Ej0hMnz6d3BDIr0Dncffu3ZMnT166dOmLfvqXgQZZIHV4EAzhBKyiokIgEOCsg/yL0wkyqaDIGRBCuI0FIdTY2FhdXY1nUqcxXR2ZHMrLy+P7NxBCOClFlBmpgoICg8EQyZTodDpOU4X/Ck9KaSsBaAdr1649duxYSkqKgYGBtGMBQPqWLl169uxZLpf79VXJyckFBgZu2bLl66sCoDOorKy0sLDAo9h90RuhFQtIH/5VoA3NaG3WYisQRtGwJtwo1BzOA8nJP//88+rVq+R4Jkio6axFZLNbi0SyGpwU4ddwOyUAX2rbtm1///23m5vbvXv34FE9AJqamihusvjSemBcBNBtEATh6elZX19/4MCBL30vpFjge4QbZPBrPOhHuysoKMDXcB1ROQDga9Dp9CtXrtjY2KxevfrQoUPSDgcAaaqsrExOTq6rq7t//76Dg0MbnlG8efPmnDlzIiMjtbW1BwwYgB8bA6AbCA0NjY2NvXv3rpaW1pe+Fx6EAAAA8N0xNDQ8derU4cOHT548Ke1YAOhY79+/lxFPXV395cuXCKGRI0ceO3asDfXr6OgwGIyFCxeGhYXdunULxn0B3UN8fPx//vOfXbt2OTo6tuHt8CwWAB0iMjISP+Mr7UAAAGKtW7fuwIEDDx8+HDp0qLRjAQAA0FlwOBwrKytbW9srV660rftZaMUCAADwnQoJCbG1tXV3d6d4zBIAAMB3hc/nz5gxQ0VF5dSpU20e3gNSLAAAAN8pOTm5Cxcu1NTUuLu74z5IAQAAfM8IgliyZMmrV69+//13sgfmNoAUCwAAwPdLW1v75s2bT58+9fT07MaDOrRZVlbWpk2bWCzWp0+fpB1LC8rKyvT09EJCQpovkjzyFku+efNm0qRJKioqWlpa69evx6MOtkF71dMunj59unjx4n79+kkxhu/Qtz8G4IP+GgEBAb/99lt0dDQerq3tCABAB4iIiNDR0ZF2FAAAidy9e1dRUXHFihXSDqTTmTRpEu69IDs7m7rk/v378SCH31JpaSmLxQoJCWm+SPLIm5fMy8tTV1f/66+/ysvL161bp6ysPGfOnL59+9LpdDMzs0OHDgkEApFKKisrQ0NDra2tGQzGpk2bWqxHQ0Pj06dPLcbA4XAOHjzo5OTU/CCMi4uzsbGh0WgGBgY7duxovmqCIBISEmRlZd+9eyc8U3hwKjk5OQ6Hw2KxZGRkNDQ0xO0KinVduXLFxMSEwWDY2to+fPhQXA0SbhRF5JJsryRu3brV/KJ39+7drcZWVFSEbxIzMDA4cOCAJOv67bffLC0tGQyGtra2h4cHm80mF0l+DFBUIm5Ri9sYFhZG/UHX1dVt3ryZ+nj+bh06dEhGRub48eNfXxWkWAB0CEixAOhazp8/LysrGxYWJu1AOp3AwMBWExUul9u/f/9vn2JRkyTyFkuGhISoqKiQS1esWHH8+PHKyko2mz1v3jyE0Lp164Tf/ujRI319/UGDBh0+fDgzM5PP57dYD4V58+YNHjwYIeTl5SU8/+7du3Q6/eLFi1VVVadOnZKTk/P29hZ5b1lZGR5EWzhRqaqqUldXJy+7J02ahOdPnjxZ3JU3xbri4+NDQ0OrqqrevHljY2OjrKxcVFTU5o2iiFyS7ZXQ/PnzRXIPGRmZ3Nxc6tiqqqoMDQ1dXV1LS0uTkpJ69uwZGhpKvaILFy707NkzNja2trY2NzfXzc3thx9+IJMWCY8BikooFlFsI8UH3erx/N26cOGCrKzszp0726U2SLEA6BCQYgHQ5Rw8eLC9fr/sTg4ePNhqojJ37lyEUGdLsSSJvMWSXl5e5OVpcXHx6dOnyZJNTU3GxsbCX++JiYlKSkrTp0+vq6sTqVa4nlY1NjYqKiqKXPGbm5svWrSInPT29kYIJScnC5f5+eeffXx8RFKs0NDQS5cuNV/L/PnzxYVEsa6IiAhy/o0bNxBCCQkJbd4oisgl2V5J1NXVjR07NiUlhUx3q6uryTyTIra1a9fKy8t//vwZTwYFBcnLy1MfQrNmzRozZgw5+eDBAxkZmYqKCjwp4TFAUYm4RdTbKO6DbvV4/m7Fx8crKiouX768vSqEZ7EAAAAAhBBavnz5unXrvLy88EXk9yAzM3PkyJHq6ur+/v4nTpwoLCzE8x89euTg4ECn0y0tLbOyssjybDbbzc2NyWQyGAx7e3s8ntKSJUtOnz6NEOrZs6eMjAyXy22xGAU5OTk8RhOeNDIywpNcLpdiEY/HO3PmzKhRowICAsiqxEXeXIslb9++LSMjc+TIkdLSUryi+vr6OXPmkO+SlZU1NjbGbS8Ioc+fP//0008ODg7nz59XVFQkizWvJy8vDyEUHR1tbm6uqKg4aNCgy5cvC8fTo0cPGo0mPCc3NzclJcXU1JSc4+7ujhCKiYkh5xw9etTa2trCwkL4jTweb8+ePX5+fosWLRLZ+bKysgihV69ejRo1SklJycLC4sGDB62ua+nSpeT81NTUPn362Nra4knqz7r5RlFE3ur2itt7zecXFxefPXt2yJAhcnJyuExMTMyUKVOoYxMIBKdPn7a1tdXQ0MBznJ2d+Xw+PrzFBTB06ND4+PhffvmlqamJIIhff/3V399fTU2txWNA3O4SVwnFIuptFPdBM5lMiuOZYid3b8+fP3d1dZ02bdr+/fvbrdL2ytUAAMKgFQuArkggECxcuFBBQeHKlSvSjuVbsLa2jomJ4fF4CQkJGhoaHA6HIIikpCQajRYWFlZeXh4dHa2kpIT+aeGxtrYeN24ch8PJyMjQ09MbPnw4rgd3OEG2YokrJk55ebmxsTF5TVJaWoqv4KurqykWnT59Gt8L5+/vj5dSRC6CuuTChQspWh6MjY2PHj2KX69atQohtGPHDisrK0VFRTMzs7i4OLKkSD3Hjx93dHTMzMwsKSlxdXWVlZUVaZ9RU1MTblR5+vQpQiggIICcg8dadHd3x5Pv3r376aefBALBiRMnkFBbUGRkJHmZJyMjs3HjRuGQaDRaaGgoh8N59eqVqakpg8HIy8trdV0EQWRlZW3cuFFPTy81NZWc2epnLbJRFJFTxyBu77W6V7ExY8YUFxdTx/bmzRuE0KxZs8g5nz9/Rv/cZiluRQ0NDTgVNDMzmzlzZnR0tPAqRI4BcbuLohLq+sVto7gPuvm7hI9nCXdmN/Pw4UM1NTVnZ+f6+vp2rBZSLAA6BKRYAHRRAoFg1apVPXr0OHXqlLRj6Vi1tbUIoWfPnuHJffv24RTL3Nzc2dmZLObl5UWmH0OHDj148CCe7+npyWQy8WuRFEtcMQorV64U/tl306ZNOI+iXoSbhsgUiyJyEdQlKVKs+/fvDx48uLGxkSCIpqYmJpPJYrEuXbpUVVX14sWLvn370mi0Dx8+NK+Hz+dramqSWVBOTg5CaObMmcKVi1zx49YPS0tL8sGejIwMhJCnpydBEPX19RMnTiwsLCQIQiTFamhoyM/P//PPPz09PXETB9ltg8imvXr1SkZGxsfHh3pdBEHk5ubinE1RUXHt2rV4DxASfNbNUyxxkVPEIG7vSbJXCYL4+PGji4sL0YxIbLdv30YI+fj4kHNw739WVlbUKxIIBP/6179kZWUZDEZMTIzwKkR2OMXuoqiEYpG4bRT3QYu8S/h4lnBndjOJiYkqKiqTJ0/m8XjtWzPcKAgAAAD8HxkZmYiICB8fnwULFhw/flza4XQgJSUlHR0dJyengICA/Pz8lStXamtrp6SkpKSkTJgwgSwmfCtXcnLy8uXLnzx5Mnv27IsXL/L5/BZrlrCYMNynH0n4Di6KRUwmk3xNHbkwyUuK4PP5GzduPHfuXI8ePRBCHA6npKRk9OjR//73v1VUVCwtLcPDw+vq6oQbkUipqanFxcXGxsb4nrE+ffoghNLS0ihW16tXr7lz5758+XLz5s2VlZWZmZmhoaEIIXNzc4RQQECAj4+PlpZW8zfKy8uzWCwXF5eTJ0/Gx8erqqqGhYW1uApzc3N9fSUbF5MAACAASURBVP2UlBTqdSGE9PT0eDxefHy8nZ3d7t27t23bhue34bMWFzlFDOL2noR79eTJk7ghiBoeHI9Op5NzmpqaEEIKCgrUKwoODh4+fHhiYqKamtqMGTNOnjwpbhUUu4uiEknqp95G8oMWnilyPLfhEO3qbt686ezs7OLi8vvvv4u7o7XN5Nq3OgAAAKCrk5GRCQ8PV1FRWbRoUU1NDW5F6Zaio6NnzZoVGhoaHh6+bt267du3v3v3Dv1v6iIsPz9/0aJFHA5n3bp1cnJyf/zxx9cU+3r4gROMOnJhkpcUsXbtWj8/PzMzMzxZXV2NEFJRUSELTJ06tUePHrjtRURJSQlCKC8vT1dXV/I1Hjp0SFVV9dixY0eOHJkxY0ZZWZmCgsKMGTP+/vtvgiBcXFxarcHBwSEoKGjNmjV8Pl9eXr55ASaTWVFRQbEusiSNRhs9evSIESOGDh164cKFrVu3oi//rKkjFxcDvoWv+d77+++/W5wvjCCI6OhofBciNW1tbYRQaWkpOae8vBzPp/j4Ll68eOXKFfxU1bNnz8aPH+/t7e3i4tJi9itud1FUIkn9kmwj+UGTRI7nth2iXVdsbOz06dN/+ukn3Hdlu9cPrVgAAABAC4KCgrZt2+bj47N3715px9JRHBwcMjMz9+7dq6GhsWPHjoiICNxkxGazmxfmcrmOjo5qamrJyckeHh7ifvSVsFi7o4i8zSWF7d27d/To0a6urniSIAhdXV05Obns7GyyjLy8vJqaGr5SF4G7LoiOjv6ildLp9H379hUWFn7+/HnTpk3x8fH+/v66uroHDhzYu3evzD9w593GxsZGRkbNK3FwcGCxWC3mVwihgoKCgQMHUqxLpLyiouL06dPxHXRt+KypIxcXg7i9J8levXv3rqmpqaqqaqux4WKZmZnknA8fPiCERo4cSbGigwcPDhs2DL9msVjXrl3DzX3NS1LsLopKJKlfkm0kP2is+fHctkO0i7p48eK0adPmzp175syZjsivEKRYAAAAgDibN28OCwvz8/Pz8/PDtwx1J3V1dcHBwTQazdfXNz093djY+PHjx7a2trKysufOnRMIBMKFS0pK7t+/n52dvWDBAnxbEUKIIAj8Avf4hycpilHACQCXy8WTPB4P/fOzOsUifJ8VvtyniFxkXa2WbGhoqK+vF1504cIFa2vradOm4ZUmJiYGBwerqKi4uLgkJibiXhkQQhwOp6ysjLxsFa7HwsJCTU0tICAgLCysoKCgsrLy3r17a9eubXXPYIWFhdOmTXN0dAwKCkIIXb9+XfipD/KJpvfv3zd/7+PHj9esWdNitUlJSRwOR7iLuebrai47O3vSpEmoTZ+1hJGLxCBu70myV0+ePDlz5kzqqDAFBYW5c+c+ePCAbO25deuWkpKSm5sbxYoUFBSEs7K+ffsqKioyGAw8KXwMUOwuikqo65dwG0U+6BaP5688RLuQ3bt3//zzz8uXLz98+LBwS3g7a99HuwAAGHR3AUC3gXucc3Z2rqyslHYs7YnH4ykoKBw+fLiiooLNZhsZGeEH8ZcvX44Q8vDwYLPZHz9+xM8sqaurz5o1CyE0d+7cioqK6OhoMzMzOTm5tLS0+Pj4I0eOIITi4uKioqJiY2PFFaMIJioqCiEUERHB5XJ//fVXJycnhFCvXr1+/fVXikW4e307O7va2lqKyJuPHktRMi8vr2/fvgihu3fv4sLbt29vfvl08+ZNgiAyMjJ69erl6OiYk5OTm5s7YcKE8ePH43c1r0ekOVROTi4xMREvEggE+fn5CgoKU6dOFX7svqamJiUlZfv27Uwmc/Xq1Q0NDS3uPeFOI/h8/ooVK44dO1ZXV1dWVnb06NH58+eTHUhs2bIF9zHI4XBSU1ONjIwWLlxIva7c3FxNTU1PT8+MjIyKioqIiAhzc/OysjKCIF69ekXxWYvbKHGRU2+vuL1HsVcJgqiqqtLU1MSHhzBxsX3+/FlfX3/evHlVVVVxcXGqqqrh4eHUAVy/fh0hFBwcXFZWVlhY6OXlZWpqivumEzkGKHYXRSUUiyi2keKDpjieqXdmN4D/O2RkZAIDAzt6XZBiAdAhIMUCoDt5/PixpqbmkCFDcnJypB1Lu+HxeAcOHNi2bZumpqauru727dvxhXhjY+PGjRuZTKaysvKcOXNCQkIsLCwOHjxYUVGxfv16VVVVMzOzK1eunDlzhsFgrF69uqmpqbS01M7Ojslknjt3jiAIccUogqmtrf3pp59oNJqpqWl8fDx+vv/YsWNcLlfcorNnz5LXgubm5tSRi6xOXMmbN28KX2IOGDBg9+7dza9H6XQ6OdBwWlrahAkTlJWVtbS0fH19uVwuQRCPHz8WqQcXPnr06IABA5SUlGxsbG7fvk3G4+fnJ1z+5cuXeH6PHj369u37888/P3nyhGLvCScqAoFg9uzZysrKKioq9vb2+BMhCQSCqKgoExMTBQUFIyOjQ4cOkdmXuHVxudwJEybQ6XQlJaXBgwcHBQXh7hwxis9a3EaJi7zV7RW398TNJwgiKirKw8OjeVUUsWVlZTk7O9PpdCMjo5MnT0oSwMWLF4cMGaKgoKCnp7dkyZKSkhJCzDFAsbtarISifuptFPdBt3o8U+zMrq6qqmrSpEkMBuP333//BquTISRovgcAfKnIyMidO3eSd48AALq67OzsKVOmVFRUXLt2zcrKStrhAAAAkBT+Ai8vL7927Zq1tfU3WCM8iwUAAAC0rl+/fklJSebm5qNGjbp69aq0wwEAACCRpKSkESNG9OjRIykp6dvkVwhSLAAAAEBCKioq165d8/T0nDZt2oYNG7pfBxgAANDNnD59esyYMZaWlg8ePDAwMPhm64UUCwAAAJCUnJzcwYMHDxw4EBER4ezsXFxcLO2Iuob379/LiDd9+nRpBwgA6G64XO7PP/88f/78devW3bhxQ5KO+9sRDD0MAAAAfJnly5cPHz58xowZgwcP/u2338aNGyftiDo7IyMjePYbAPDNvH//3s3NrbCwMDY21tnZ+dsHAK1YAAAAwBcbOnToixcvRo0a5ezsHBQUJDLCEgAAAGk5c+aMtbU1nU5/9uyZVPIrBCkWAAAA0DaqqqoXL14MDw8PCQn58ccfy8rKpB0RAAB81+rq6nx8fDw9PRcuXPjgwQM8LplUQIoFAAAAtJGMjIyPj098fHxKSoq5ufmtW7ekHRGQsqysrE2bNrFYrE+fPkk7ljYqKyvT09MLCQmRdiAAfJnnz59bWVmdOXPmjz/+iIyMlJeXl2IwkGIBAAAAX8XOzu7ly5cjRoxwdnZevnw5l8uVdkRAalauXLl7924Oh9NqyQMHDlRUVHyDkNqAIAgZGZn2rbO4uNjd3V1VVbVPnz4HDx6kKFlYWHjo0KExY8Z4e3sLz4+Li2veV0p4ePhXrg50A3w+PzAwcMSIEdra2i9fvvzxxx+lHRGkWAAAAMBX6927d3R09MWLF2NiYgYPHpyQkCDtiIB0xMbGBgQEtFqspqZm79693yCeNujVq1d+fv6GDRvasc7q6moHB4f6+vpPnz5FR0dv2bJl586d4goHBAQcPnw4Pj6+sbFReP758+dFSsrIyLi7u3/l6kBXl5aWNmLEiF27dgUHB8fFxfXp00faESEEKRYAAADQXtzc3N68eWNubj5mzBgvL6/a2lppRwSkQFNTs9Uyy5cvz8rK+gbBdBLbtm379OnTsWPHevXqZWtr6+Pjs2XLFnH3Up44ceLly5eKiorCM+vr69lsdkpKCp/PJwiCIIjq6moXFxc9Pb2vXB3ougQCQWRkpJWVlZyc3MuXL/39/WVlO0tq01niAAAAALoBLS2tP/74Iyoq6sKFCzY2NsnJydKOCLSnzMzMkSNHqqur+/v7nzhxorCwEM9/9OiRg4MDnU63tLQUzp3YbLabmxuTyWQwGPb29i9fvkQILVmy5PTp0wihnj17ysjIcLncFotRMDIyIu+Ue//+PUJo9+7dePLSpUsIoejoaHNzc0VFxUGDBl2+fBkhlJGR4e/vr62tzWazp0yZoqGh8fTp0+abw+Pxzpw5M2rUKOG2uMTExFGjRjEYDG1t7WXLluH7G9PT09evX6+lpcXhcDZv3ty7d28WixUTE9M8WoFAcPr0aVtbWw0NDTzH2dmZz+fjndCiHj160Gg04TnFxcVnz54dMmSInNz/H3AoJiZmypQp7bI60BV9+PBh5MiR/v7+QUFBDx8+/OGHH6Qd0f8iAAAdICIiQkdHR9pRAACkJicnZ+zYsbKyskuWLKmsrJR2OKB9WFtbx8TE8Hi8hIQEDQ0NDodDEERSUhKNRgsLCysvL4+OjlZSUkIIZWdn4/Ljxo3jcDgZGRl6enrDhw/H9eDOJMrLy8lqWywmTnFx8ejRoxFC169fx3MEAoG3t3dUVJRAIDh+/Lijo2NmZmZJSYmrq6usrGxycrK9vX2PHj0QQnv27Hn69Km+vn5cXFzzzTl9+rS6ujpCyN/fH9d869YtFRWV69evV1dXX7x4kcFgWFtb8/l8BwcHXOGqVatevHhRUVHh6Oiorq5OtjKR3rx5gxCaNWsWOefz588IoUmTJlFso5qampeXF0WBMWPGFBcXN5/fttWBLqShoSEiIkJZWXnw4MEvXryQdjgtg1YsAAAAoP0ZGBjExcUdPXr08uXLJiYmuG0BdGk8Hu/58+d9+/al0WijRo0KDAzE8728vEaPHr1u3Tp1dXU3N7e5c+eSbxEIBNOmTdPW1jY0NBw7duzHjx9brFnCYiQmk7l//36EENmMhlvDFi1a1NTUtGHDhqNHjw4cOLB379779u0TCAS7du168OCBn58fQmjYsGE2NjZsNtve3r755syZMwenKBhBECtWrPD09JwyZYqysvKMGTPWrl37/PnzqKio+/fv+/r6IoTWrVtnaWmppqb2r3/9q6KioqioSCRaHKTw/ZM4i2teUnJZWVmKiopMJrP5oo5YHeg84uPjhwwZsmnTps2bNycnJ1taWko7opZBigUAAAB0CBkZmYULF2ZmZv773/92d3cfM2YMvqcLdFFKSko6OjpOTk4BAQH5+fkrV67U1tZOSUlJSUmZMGECWczCwoJ8nZycvHz58idPnsyePfvixYt8Pr/FmiUsJszMzGzs2LGHDx/Gky9evBg+fDhCKDU1tbi42NjYGN83iB/9T0tLQwj17t0bIUTeT9Xi5iCEhPOW5OTkzMxMc3Nzcs6SJUsQQrGxseifNIa8o49OpyOEmgff0NBALsWampoQQgoKCq1upjgnT55ssaOLDlod6AyKiormzp07duzYgQMHvnnzxt/fX7rdslODFAsAAADoQD179oyMjExMTPz8+bOlpWVQUFBdXZ20gwJtFB0dra6uHhoa2q9fv02bNgkEgnfv3qH/TUuE5efnu7i4eHl5ubi4uLu7EwTxNcVE+Pr6JicnP378GCF0/vz52bNnI4RKSkoQQnl5ecL3LKWmpiKEmvfD3nxzEELCHQbk5OQghIQ7bmGxWHQ6vaCgQKQkBZy5lZaWknPKy8vJ+W1AEER0dPS0adO+zeqA1OHn60xNTe/evXvx4sXr169LcUxhCUGKBQAAAHQ4BweH5OTkbdu27d6928LCAgYp7qIcHBwyMzP37t2roaGxY8eOiIgI3DbCZrObF+ZyuY6OjmpqasnJyR4eHiL9N3xpseYmT55saGh44MCByspKJSUlBoOBEFJTU0MIRUdHt21zRAro6uoihHAaSZKTk+vfv7+EQSKETE1NVVVVMzMzyTkfPnxACI0cOVLySoTdvXsX1/ltVgek69mzZ8OHD1+0aNGiRYvS09Pd3NykHZFEIMUCAAAAvgV5efl169a9ffvWxMRk4sSJkyZNEn7oBXR+dXV1wcHBNBrN19c3PT3d2Nj48ePHtra2srKy586dw01ApJKSkvv372dnZy9YsAB3C4EQIpuncIMSnqQoRk1GRmbVqlWXLl0KDw+fN28enmlhYaGmphYQEBAWFlZQUFBZWXnv3r21a9cihHCE5GBTLW4O+udOP1zM0tJSX1//woUL5IDaeXl5VVVV+CY93B6Lb8NrXj9JQUFh7ty5Dx48IIdavnXrlpKSUpuvlU+ePDlz5kxxS9t9dUBacnJyPDw8bG1t6XT6y5cvQ0ND8e8IXcM372ADgO8C9CgIAKDw6NGjESNGyMrKzpkzp6CgQNrhAInweDwFBYXDhw9XVFSw2WwjI6ODBw8SBLF8+XKEkIeHB5vN/vjxI34uS11dfdasWQihuXPnVlRUREdHm5mZycnJpaWlxcfHHzlyBCEUFxcXFRWFn2tqsVirIVVXV6urq0+dOlV4psigxnJycomJiVwud+LEiQghsgc2cZtz48YNhJCdnV1tbS1BEBcvXkQI/fjjj/n5+QUFBVOmTJk4caJAIKirq8MVnj9/XiAQNDQ04BzmyJEjAoFAJM7Pnz/r6+vPmzevqqoqLi5OVVU1PDwcL4qMjFRTU0tKSiILCwSC/Px8BQWFqVOn8ng8kaqqqqo0NTVxbCSRSihWB7qE6urqwMBAGo1maGgYHR3d/Ijq/CDFAqBDQIoFAKAmEAiio6P79evHYDD8/f2rqqqkHRFoBY/HO3DgwLZt2zQ1NXV1dbdv346v/BobGzdu3MhkMpWVlefMmRMSEmJhYXHw4MGKior169erqqqamZlduXLlzJkzDAZj9erVTU1NpaWldnZ2TCbz3LlzBEGIKyZJVH5+fn///bfIzKNHjw4YMEBJScnGxub27dsEQdja2uKMi8lk+vn5iduc33//nczNzM3NcW2XLl3Co2wZGBhs3Lixrq6OIIhRo0aRJXft2kXWjxDav39/8zizsrKcnZ3pdLqRkdHJkyfJ+REREWpqak+ePBHeIuEU8eXLl8L1REVFeXh4iFTevBJxqwOdXENDw5EjR7S0tHr16hUaGooPtq5IhpCsMRoA8EUiIyN37tyJHwgGAABxGhoa/vvf/wYGBjIYjMDAwIULF5J3iwEAwHfl9u3bq1evTk9PX7Zs2datW3Fv+10UPIsFAAAASI2CgoKPj09GRoarq+uKFSssLS1///13+PUTAPBduXv3roODw4QJE0xNTdPT0yMjI7t0foUgxQIAAACkTlNT89ChQ6mpqT/88MO///3voUOHXr16FRItAEC3l5CQMGrUqLFjx9Lp9MePH1+4cKFfv37SDqodQIoFAAAAdArGxsYxMTGvX78ePHjwTz/9ZG5uHhMTA4nW9+n9+/cy4k2fPl3aAQLwtR4+fDh+/HgnJ6empqa7d+/eunVL+Im+rg5SLAAAAKATMTU1PX36dEpKipGRkbu7u4WFBSRa3yEjIyOKJ+kvXbok7QABaLtHjx5NnTrVwcGBx+PduXPnwYMHTk5O0g6qnUGKBQAAAHQ6ZmZm0dHRycnJffv2dXd3Hz58+PXr1yHRAgB0aYmJiePHj7e3t6+qqoqPj3/w4MGYMWOkHVSHgBQLAAAA6KQsLS2vXr367NkzLS0tV1dXU1PT48eP19fXSzsuAAD4Ak1NTZcuXbK1tR09enRDQ8OdO3cSExNHjx4t7bg6EKRYAAAAQKdmZWV17dq19PT08ePHr1ixwsDAICgoqKysTNpxAQBAK+rr60+fPm1mZubu7q6pqfnw4cPExMTu2nIlDFIsAAAAoAswNDSMjIz89OnTsmXL9u3b16dPHx8fHzabLe24AACgBZWVlZGRkf369VuyZImNjU1aWtr169ft7OykHdc3AikWAAAA0GVoaWkFBQV9+vQpMDDwypUrAwcOnDt37qtXr6QdFwAA/H8fP35cuXIli8Xavn37okWL2Gz26dOnjYyMpB3XNwUpFgAAANDFqKqqrl279uPHj7/++uurV68sLS0dHBzOnTvX0NAg7dAAAN8pgUBw/fp1FxeXQYMGxcbGhoaG5uTkbNu2TVNTU9qhSQGkWAAAAECXpKCgMHfu3NTU1OfPn/fv33/evHn6+vobNmz49OmTtEMDAHxHKioqIiMjBw4c6Orq2tjYeOHChYyMjJUrVzIYDGmHJjWQYgEAAABdm5WV1enTp9ls9po1a86dOzdgwIDx48fHxMQ0NTVJOzQAQHeWnJzs5eXFYrECAwPHjx//5s2buLg4Nzc3OTk5aYcmZZBiAQAAAN2Btra2v7//x48fz58/z+fzZ8yYYWxsvGfPntLSUmmHBgDoVqqrq6OioiwtLa2trZ8/f75///6CgoIjR46YmJhIO7TOAlIsAAAAoPuQl5efMWNGQkLC69evx40bFxQUxGKxpk+fHhsb29jYKO3oAABdGEEQCQkJnp6eOjo6K1euHDx48OPHj5OTkxcuXEin06UdXecCKRYAAADQDZmZmR06dKi4uPjs2bOVlZVTp07V19f38fFJSUmRdmgAgC4mLy9v586dhoaGTk5Oz58/37JlS25u7unTp4cPHy7t0DopSLEAAACAbotGo7m5ucXFxeXk5Pj6+t64ccPCwsLa2joyMhJuIAQAUKurq4uJiZk6dWrfvv+PvfuMi+Ls24d/LrDAwsKCuHQEC0YUghQVZVGCgGIJFrCLmiK5TWKJ3SSXXpHLFg1qNLEkxuAdRFBjjQVUsCBeCkYFVFB6B+l9yzwv5sne+6cMqAuDcHxf7Gdn5pxzfjMOfubYmT3Xavv27WPHjk1ISEhKSlq7dq1QKGS7ui4NEQsAAKD7s7CwWLt2bWpqamRk5KBBg9avX29hYTF37ty//vpLLBazXR0AdCEymSw6Onrx4sVGRkZz585VVVU9depUYWHhwYMHHRwc2K7u3dDTh/sAAADoOVRUVDw9PT09PSsqKsLCwn7//fdJkybp6+tPnz591qxZY8aMUVVVZbtGAGAHRVFxcXEnTpyIiIjIy8t7//33N27cOG/evJ75w1ZvCRELAACgxxEIBIGBgYGBgdnZ2adPn46IiPD09OzVq9eECRMCAgLGjh3L4XDYrhEAOklSUlJERMQff/zx4sULKyur+fPnL1iwwMbGhu263mEciqLYrgGgG9qzZ8/27dvz8vLYLgQAoF0yMjLOnj0bEhKSkJBgbm4+bdo0f39/V1dXZC2A7io5OTk8PPzEiRPPnj3r06fPlClT/P39RSIR23V1B4hYAB0CEQsA3lFPnjwJCws7ceLEy5cv+/XrN2XKFF9fX1dXVzxDCNANUBT14MGDs2fPnjlzJikpyczMzN/ff9asWcOHD8fnKUqEiAXQIRCxAOBdd//+/VOnTp09e/bZs2e9e/eePHmyr6+vl5cXfgAH4J3T2NgYHR195syZc+fO5ebmWllZ+fr6Tps2TSQSqahg9DvlQ8QC6BCIWADQbaSlpZ0/f/7ChQvR0dFqamoikWjSpEkzZswwMTFhuzQAYFJbW3vt2rWIiIjz58+Xl5cPHjx48uTJkyZNwjPAHQ0RC6BDIGIBQPdTWFh47ty5s2fPXrt2TSwWjxo1avLkyePGjXv//ffZLg0A/k9qaurly5fpj0VkMtno0aN9fX19fX0tLS3ZLq2nQMQC6BCIWADQjVVXV1++fPns2bNXrlwpLi42NTUdN27cuHHjvLy8evXqxXZ1AD1RVVXV9evXr1y5cuXKlbS0NIFA4OXl9eGHH06cOBF/lZ0Pg7YDAADA6+Hz+X5+fn5+foSQpKSkCxcuREVFBQQESCQSBwcH+qe3xowZw+Vy2a4UoJuTP8d769athoaGwYMH+/v7e3p6jh49Wl1dne3qei7cxQLoELiLBQA9TXl5+bVr1+gP0bOysnr16uXp6ent7e3u7t6/f3+2qwPoPnJzc2/cuBEZGXn16tWCggIjIyNvb+9x48Z5e3sLhUK2qwNCELEAOggiFgD0ZMnJyXTWunnzZl1dnYWFxQcffODu7u7u7t63b1+2qwN49+Tl5UX/IzU1VV1dfeTIkfQDug4ODhi7oqtBxALoEIhYAACEEIlE8ujRo6ioqKioqDt37tTV1ZmYmIhEIvphwn79+rFdIEDXVVhYePPmzdu3b9+5cychIUFVVdXe3t7T09PV1XXMmDG6urpsFwitQsQC6BCIWAAATTQ0NNy7d+/GjRvR0dFxcXH19fVWVlbu7u5ubm4uLi42Njb4JB7g5cuXd+/evXPnTnR09LNnz9TU1IYPHz5mzBh3d3dXV1dtbW22C4R2QcQC6BCIWAAADOrr6+Vx6/79+7W1tXp6eiNHjnRxcRk5cuSIESPwCT30ELW1tQ8ePLj7j6KiInV1dScnJ3ms4vP5bNcIrw0RC6BDIGIBALSTVCp99uzZnTt3bt++HR8f//TpU4qi+vXr5+rqKhKJXF1dBw8ejBtc0J3k5eXFx8fT5/yDBw8aGhqMjY2dnZ2dnJzoc57H47FdI7wVRCyADoGIBQDwZvLz8+Pi4mJjY+/evRsfH19fX29gYODs7Ozo6Ojk5OTo6IgBM+Cdk5ubm5CQEB8fn5CQ8ODBg/z8fC6XO3ToUPrO7ahRo/CjwN0MIhZAh0DEAgB4e2KxOCEhIS4uLj4+Pj4+/vnz51KpVF9fn85a9Gv//v1xjwu6mqysLHmmio+PLyws5HA4/fv3d3JycnJycnFxcXZ2xq2qbgwRC6BDIGIBAChdTU3N33//nZCQQF+2Pn36VCKRCAQCR0dHR0fHoUOHDhkyxMbGRlNTk+1KoWcRi8UpKSmJiYmPHj2iT86SkhIVFRVra2v6gwCaQCBgu1LoJIhYAB0CEQsAoKPV1dXJr2gTEhKSk5MbGxtVVVX79+9vZ2c3ZMgQW1tbW1tba2trNTU1touF7kMmk6Wnpz958iQ5Ofnx48fJycnPnj0Ti8VqamoDBw6U3191cHDQ0dFhu1hgByIWQIdAxAIA6GQSiSQlJSUpKenJkyf0a1pamlQqVVdXt7GxGTJkiJ2d3eDBgwcNGtS3b18ul8t2vfBukEqlntOQsgAAIABJREFUmZmZ9E2qpKSkxMTE5OTk2tpaDodjZWUlT/L0HVQNDQ2264UuARELoEMgYgEAsI5+fCs5OTkpKYl+ffbsmUwmU1NT69OnT79/DB48eMiQIVZWVioqKmyXDCwrKytLS0ujT5i0tLS0tLSnT5/W1tYSQvT19elTZfDgwU5OTvb29rhJBa1BxALoEIhYAABdUGVlZWpqampqaso/UlNTy8vLCSE8Hs/a2nrgwIHW1tbW1tZWVlZWVlbm5ua439UtSaXSvLy8jIyMjIwM+SmRmppaVVVFCOHz+fKTYeDAgfSbXr16sV01vDPwaDIAAAD0FLq6uvSQboozi4uLFRPXxYsXU1NT6+rqCCGqqqqmpqZW/7C0tKRf+/Tpo66uztJOwGuQSCQ5OTmZmZkZ/6Df5+TkiMViQoiGhkbfvn3fe+89Dw+Pzz77jM5UpqambBcO7zZELAAAAOjRhEKhUCh0dXVVnFlYWEhfi8tfExISMjIyampqCCEqKiomJiZWVlampqYmJiam/zAxMTEzM8PAcZ2spqYmOzu7sLAwJyenoKAgJyeHfp+VlZWbmyuRSAghmpqadEK2trb28vKi31tZWZmYmGDQf1A6RCwAAACApoyMjIyMjIYPH95kfnFxsTx0ZWZm5ubmPnjwIDc3t6CgoKGhgW6jpaVlZmZmbGxMv5qbmwuFwt69exsYGNBxDt/heS01NTUlJSXFxcUl/6APuDxQVVdX0y25XK6hoaG5ubmxsfH7778/ceJE+Y1HExMTdvcCehRELAAAAID2ojOSs7Nz80XFxcWKt1AKCwuzs7Pj4uJycnJKSkrq6+vlLdXV1Q0MDBRDl3xSIBDo6Ojo6uoKBAI9PT0dHZ1u+WUwqVRaWVlZXl5eWVlZWVlZVVVVUVHx6tWrkpIS+lUeqF69etXk0PXu3Zu+YTho0CB3d3czMzP65qGxsbGRkRFuSUFXgIgFAAAAoAR0WLKzs2txaXV19atXrxSTgzxLJCcny+c0NjY2WZHH4zUJXbq6ulpaWgKBgMPh6OnptfZKCNHX16c70dHRafLjYAKBoD0jKJaVlSlOymSyiooK+n1lZSWdlFp8raqqkkgkVVVVtbW1dI6iA1VVVVVlZSX9vKUiNTU1AwMDedTs37+/i4uL4pzevXsLhUJdXd02awZgHSIWAAAAQIfj8/l8Pt/S0pK5WX19PR1IKioqKioq5Dd5FOeUlpbm5eWVlZVRFFVeXq74+jYV6unpVVRUvM1Y07q6uqqqqoqvAoFAU1NTV1e3X79++vr6dD7U1dWl3yjO0dLSepviAboURCwAAACArkJTU1NTU9PQ0PDNVqeDFn2vSX7HqXn6UrwZRaPvPvH5/CbPJTa//UVnJ/ki+lU+EwAIIhYAAABAt8HhcOiHAw0MDNiuBaDnwq+YAwAAAAAAKA0iFgAAAAAAgNIgYgEAAAAAACgNIhYAAAAAAIDSIGIBAAAAAAAoDSIWAAAAAACA0iBiAQAAAAAAKA0iFgAAAAAAgNIgYgEAAAAAACgNIhYAAAAAAIDSIGIBAAAAAAAoDSIWAAAAAACA0iBiAQAAAAAAKA0iFgAAAAAAgNIgYgEAAAAAACgNIhYAAAAAAIDSIGIBAAAAAAAoDSIWAAAAAACA0iBiAQAAAAAAKA0iFgAAAAAAgNIgYgEAAAAAACgNIhYAAAAAAIDSIGIBAAAAAAAoDSIWAAAAAACA0iBiAQAAAAAAKA0iFgAAAAAAgNIgYgEAAAAAACgNIhYAAAAAAIDSIGIBAAAAAAAoDSIWAAAAAACA0iBiAQAAAAAAKA2Hoii2awDoDh4/frxgwQKJREJPVlVVVVVVmZqa0pMcDsfLy2vXrl3sFQgAAAAAnUGN7QIAuokhQ4bk5OSUlJQoziwtLZW//+qrrzq9KAAAAADobHhQEEA5VFVV582bx+VyW1zK5XKnTp3aySUBAAAAQOdDxAJQmtmzZ4vF4ubz1dTUJk6cKBAIOr8kAAAAAOhkiFgASjN8+HBLS8vm86VS6bx58zq/HgAAAADofIhYAMoUEBDQ/FlBHo83YcIEVuoBAAAAgE6GiAWgTHPmzGnyrCCXy/Xz8+PxeGyVBAAAAACdCRELQJkGDRo0ZMgQDocjnyMWi+fOnctiSQAAAADQmRCxAJQsICBAVVVVPqmnp+fh4cFiPQAAAADQmRCxAJRs9uzZUqmUfs/lcufPn6+mhh+gAwAAAOgpELEAlMzCwsLFxUVFRYUQIhaLZ8+ezXZFAAAAANB5ELEAlG/+/Pn017FMTU1dXFzYLgcAAAAAOg8iFoDy+fn5EUI4HE5AQIDi0BcAAAAA0O0hYgEon1Ao9PT0pChqzpw5bNcCAAAAAJ2KQ1EU2zUAdKoqBeXl5ZWVlZWVlY2NjbW1tQ0NDXV1dfX19fSr/E1dXV1DQ0NtbW1jY2NNTY1ib1KptLKysskmKisr5SNe8Pn8Jj9GrK6urq2trThHVVVVV1dXRUVFIBDQrxwOR09PjxCir68vf9XT06Pn6yjQ19fX0dHBiBoAAAAAXQQiFrzzZDJZSUnJKwXFxcUlJSVlZWWVlZXl5eWKmaqsrKx5D5qamjwej37V0NDQ0tKiX+ksRL9yuVw+n6+mpqajo9NkdTr5KM7R0tIihFy/ft3Hx6e8vLzJX1lNTU1jY6PiHLFYXF1dLZFIqqqq6Fc6udGvMpmsoqKCoii6q/Ly8ua7wOPx6MSlp6cnEAjk7w0MDHr37m1gYGBgYCAUCun3dHkAAAAA0BEQsaCrq6yszMvLKywszMnJKSoqysvLkwcq+RvF9jo6Or179xYKhfr6+rq6unp6enw+n44c9GSn3QKSSCQd1HPzG3HyyYqKioqKCvki+SGSSCTy1Xk8Hh29FJmampr8w8jISPGnvQAAAACg/RCxgH01NTUZGRm5ubkFBQX5/8jLyysoKMjLy6utraWbcblcQ0NDExMToVDY4s0Zeqa6ujq7u9M1lZeXFxcXK+ZS+e2+V69eFRUV5ebmVlVV0Y1VVFSMjIyMjY1NTU2NjIzMzMyMjIzMzc2NjIz69OljYmKCMTwAAAAAWoOIBZ2nrq4uPz8/TUFeXl5+fn56ejp9HmpoaPTq1Yu+naL4qq+vb2pqamlpiVsrHaq+vr60tJTOt81fCwsLZTIZIURdXd3c3Jz+1+mnoE+fPvhKGAAAAAAiFihfY2Njenp6ampqamrqy5cvMzMzMzIyMjMz5TdJjI2NLS0tLS0t+/TpY2lpaWVlZWlpaWZm1qtXL3YrBwYNDQ35+flZWVn0v2ZmZmZWVhb9pqGhgRCiqqpqZmZG/4NaWVkNHDjQ2tra2toa/6wAAADQoyBiwVuRSCQZGRkvXrxITU1NSUlJTU198eJFZmYm/c0fY2PjAQMG9O3bV56maJqammwXDsqUn5/fJHS9fPkyLS2Njl69evWytrYeMGCAPHQNGDCAHi8RAAAAoPtBxILXUFNT8/Tp08TExOTk5OTk5JSUlIyMDLFYTAgRCoVNrqGtra2bD74HPYdUKs3KyqJTtzyBK54w1tbWgwYNsrGxsbOzGzx4sIWFBdslAwAAACgBIha0qqGhgY5SiYmJSUlJSUlJGRkZMplMU1PTxsbGxsZGHqisra1xUwLag77tKU9cz58/T0xMLCgoIIQIBIIhCmxtbY2NjdmuFwAAAOC1IWLB/8nIyHj48OHDhw+TkpISExNfvnwplUrV1dUHDhxIX/IOHjzYzs6uX79+GHYClKi0tJS+NfrkyRM60peUlBBCDAwM6LPO3t7ewcHBzs6Ox+OxXSwAAABAGxCxei6ZTJaSkvLw4cOEhAT6taysTEVFZcCAAXZ2dnSmGjJkiLW1NZfLZbtY6FmKiork906TkpIeP35cWVmppqZmY2Pj4ODg4ODg6Og4dOhQXV1dtisFAAAAaAoRqwcRi8WJiYn0faqEhITHjx9XV1dzudwhQ4Y4/GPo0KF8Pp/tSgH+HxRFvXjxQv5xwMOHD4uLizkcTv/+/em45ejo6ODgIBQK2a4UAAAAABGru8vLy4uPj4+Pj79z586dO3fq6uq4XK61tbWTAjx8Be8c+sROTk5OSkqKj49/+vQpRVEmJiZOTk4ikcjV1dXZ2RkDVwIAAAArELG6m7q6uoSEhLh/5OTkqKqq2trauri4uLi4DB8+/L333sM3qaCbKSkpefDgwb179+7duxcXF1dWVqapqenk5DRixIiRI0e6uLiYm5uzXSMAAAD0FIhY3UFeXl5MTMzdu3fj4uL+/vtvsVhsZGQ0YsQIFxeXkSNHOjs749k/6Dkoinr+/Dmdte7evZuYmCiVSs3MzOg/B5FI5OTkpKamxnaZAAAA0G0hYr2rsrKyYmJiYmJibt68mZqayuVyHR0dR4wYQX9s37dvX7YLBOgSqqurHzx4QN/UvXv3blFREZ/PF4lEo0ePHjNmzLBhwzCaCwAAACgXIta7JC8v786dO1FRUbdv305OTlZTU7O3t/f09HR1dR09erRAIGC7QICuLi0t7fbt23fu3Lly5UpmZqaWlpaDg4NIJPL09BSJRPj6FgAAALw9RKyuLicnJzIy8vr169HR0Tk5OTweb8SIEWPGjHF3dx8xYgRGqgB4Y6mpqTdv3qTvBmdlZWlqao4YMcLd3d3b23v48OF4mBAAAADeDCJWV1RbW3vz5s2rV69evXo1KSmJx+O5urqOGTNmzJgxw4cP19DQYLtAgO4mPT395s2b0dHRN27cyMzMFAgEY8eO9fLy8vb27tevH9vVAQAAwLsEEasLSUtLi4qKOn/+fFRUVH19fb9+/Tw9PT09PcePH6+jo8N2dQA9Bf2XGBUVdfXq1YqKCvlfopeXl56eHtvVAQAAQFeHiMWy0tLSS5cuXblyJTIysqCgQCgUenp6ent7e3t7m5qasl0dQI/W2NgYGxtL309++PChqqrqyJEjvb29fXx8HB0d2a4OAAAAuihELHa8ePHi7Nmz58+fv337tqqq6qhRo+hY5eDgoKKiwnZ1ANBUcXExfV/r6tWreXl5FhYWkyZN8vX1dXd3x7O7AAAAoAgRq/PIZLKHDx+eP3/+woUL8fHx+vr6np6ekyZN+vDDD/H0EcA7JCkp6cKFC+fPn4+NjeXxeB4eHpMnT/7www+NjY3ZLg0AAADYh4jV4erq6qKiougLsvz8/L59+3p5eU2aNGncuHHq6upsVwcAb66oqOjy5csRERGRkZFisdjBwWHSpEkzZswYPHgw26UBAAAAaxCxOgqdrCIiIk6fPl1XV0dfe02ePNnJyYnt0gBAyWpra69du3bhwoWzZ88WFhYOHjzY399/5syZNjY2bJcGAAAAnQ0RS8lqa2svXrwYHh7+119/NTY2fvDBBzNmzPjwww8NDQ3ZLg0AOpxUKr1169bJkydPnTpVUFDw/vvvz5gxY8aMGdbW1myXBgAAAJ0EEUs56uvrIyMjIyIizpw5U1NTM3LkSPozbHw3A6BnkslksbGxERER4eHhBQUF9H2tOXPmDBw4kO3SAAAAoGMhYr0VsVh8+fLlsLCw8+fP19TUjB492t/ff/r06UZGRmyXBgBdglQqjY6ODg8PP336dElJiZOT08yZM+fMmWNmZsZ2aQAAANAhELHe0N9///3777+HhoYWFxeLRKIZM2ZMnz7dxMSE7boAoIuSSCTXr1+nv59ZUVExduzYgICAqVOnamlpsV0aAAAAKBMi1uspLS09efLkwYMHExIS+vTpM3v27E8//bR///5s1wUA74zGxsYrV64cO3bszJkzPB7P19c3ICBg7NixHA6H7dIAAABACRCx2qWhoeHq1av0JZGWltaHH36ISyIAeEtlZWUREREhISF37tyxsLCYM2fOJ598MmDAALbrAgAAgLeCiNWGR48eHTx4MCwsrLKy0svLKyAgYMqUKTwej+26AKD7ePLkydGjR0NDQwsLC0Ui0SeffDJjxgxNTU226wIAAIA3gYjVsvr6+oiIiAMHDsTGxr733nsff/zx3LlzTU1N2a4LALotiURy5cqV33///cyZM7q6ugsXLgwMDMRo7wAAAO8cRKymXrx48csvvxw5cqS0tNTHx2fZsmV4IBAAOlNhYeHRo0cPHjyYnp7u6uq6bNmyKVOmcLlctusCAACAdkHE+v/JZLLr16/v2bPn4sWLJiYm8+fP//zzzy0sLNiuCwB6KPo/pUOHDv3555+9e/desGDBZ599ZmVlxXZdAAAA0AZELFJcXHzgwIGDBw/m5+ePGzfuf/7nfyZMmKCqqsp2XQAAhBCSkZFx6NChI0eOlJSUTJ48edmyZe7u7mwXBQAAAK3q0RHr+fPnwcHBISEhWlpan3766eLFi/v27ct2UQAALWhsbPzzzz/3799/69YtJyenr776yt/fH08PAgAAdEE9NGLdvn177969p0+ftrS0XLp06SeffKKtrc12UQAAbXv48GFwcPDx48d79+4dGBi4dOnSXr16sV0UAAAA/J+eFbFkMtnFixe3bNkSFxfn5OS0dOnSuXPn4plAAHjn5OfnHzx4cO/evWKxeM6cOStXrhw4cCDbRQEAAAAhPSdiVVdXHzhwYO/evfn5+dOnT1+5cuWwYcPYLgoA4K1UVFQcPnz4xx9/zMvLmzZt2tq1ax0dHdkuCgAAoKfr/hGrsrJy3759wcHBDQ0Nn3766dKlSy0tLdkuCgBAacRi8cmTJ3fu3Pnw4cOJEyf+61//wkdIAAAALFJhu4AOVFVVtX379r59+27duvXjjz/OyMjYtWsX8hUAdDNcLnf27Nnx8fFXr14tLi4ePny4l5dXXFwc23UBAAD0UN0zYtHhytLS8j//+c+nn36amZm5bds2fCMcALo3T0/PuLi4W7duSaXSkSNHikSi69evs10UAABAj9PdItarV682bdrUp0+f//znP4sXL0a46lHS0tK+/vprU1PTjIyMzt96XV1dSEiIm5vbt99+2/lbB5Cjk9WtW7c0NDTGjh0rEomuXbvGdlEAAAA9SPeJWLW1tdu3b+/fv/++ffuWLVuWlZW1bds2fX19tuuCzvPll1/u3LkzPz+/zZb79u0rLy9X7tbPnDmzYsWK27dvd9D3G/38/DgKVFRUeDyehYWFp6fnzp07a2tr29NJR+w4dE10srp165ampqanp6eXl9fDhw/ZLgoAAKBH6A4RSyqV/vrrrwMHDgwKClq+fHl6evqmTZv09PTYrgs628WLF9evX99ms5qamuDgYKVvffbs2X///bfSu5U7efJkVlaWrq6uQCBISkqqrq4uLCw8duyYQCBYvXr14MGDExMTmXvooB2HrkwkEkVFRV27dq28vNzZ2XnBggVZWVlsFwUAANDNvfMRKyoqysnJ6bPPPps4cWJKSsqmTZt0dHTYLgpYY2ho2GabJUuWpKWldcTWe/fu3RHdyllYWAiFQjU1tcGDB2tpaenq6rq7u586dSo4ODgzM3Py5MnMd6g6bsehi/Pw8Pjvf/8bFhYWGxtrbW0dGBhYXFzMdlEAAADd1jscse7fv+/h4eHl5SUUCh8+fHjw4EETExO2i4IOlJqaOnr0aD09vbVr1/72228FBQX0/NjYWJFIpKWl5eDgoBghsrKy/P39hUKhtra2q6sr/ZTU4sWLQ0JCCCH6+vocDqe6urrFZm26dOnSiBEjeDxe37599+7dS8/kcDiKbVrrucUdaW3v2mP58uWTJk3KyMg4ePBgR+84vKM4HI6/v39ycvKPP/549uzZ9957b/v27fX19WzXBQAA0B1R76CMjIwZM2ZwOBxXV9fY2Fi2y4FO4uzsHBERUVdXFx0dbWBgkJ+fT1FUXFycpqbmjh07ysrKwsPDeTweISQ9PZ1u7+npmZ+fn5KSYm5u7uLiQvezdetWQkhZWZm82xabMTh+/LiJicnNmzdra2s///xzQsjx48cpiqqrqyOEfP3118w9t7gjLc5srn///gYGBs3nnzx5khDi4ODQoTsO3UN5efn69eu1tLQsLS1DQ0PZLgcAAKC7ecfuYjU0NGzZsmXw4MGPHj06ffr07du3R44cyXZR0Bnq6uoePHhgZWWlqak5ZsyYjRs30vMDAwPd3d1Xr16tp6fn7+8fEBAgX0Umk02dOtXY2Nja2nrs2LEvX75ssed2NpNraGhYunTppk2b3NzceDzeZ5991qtXr5qamnb23OKOtLZ37WdjY0MIoW/iddCOQ7chEAi2bNmSkpIyduzYefPmffDBB8nJyWwXBQAA0I2wnfFew/Xr1+mvoGzcuLG+vp7tcqCzmZiY8Pn8devW5eTk0HPo4SV++OEHeZuff/6Z/HMXixYXFzd37lxNTU09PT16TpObOa01a83NmzcJIQ8ePGi+qMldrNZ6br4jrc1srrW7WPRYF3w+v+N2HLql+Ph4FxcXNTW1pUuXVlRUsF0OAABAd/Bu3MXKy8sLCAjw8PDo169fUlLSpk2bNDQ02C4KOlt4eLient62bdv69u379ddfy2Syp0+fEkKEQmGL7XNzc318fAIDA318fGbOnEm1MpZ6O5vJFRUVEULaM1pAaz0335HWZrbfs2fPCCHvvfde+/fodXccuiVHR8c7d+78+uuvoaGhgwYNCgkJwZkAAADwlrp6xBKLxXv27Bk0aFBsbOzFixfPnz9vZWXFdlHADpFIlJqaGhwcbGBgsGXLlt27d6urqxNCWhyEurq62s3NTSAQxMfH03dpWuyznc0U0b9kfezYMeZmDD0335HWZrbfb7/9RgiZOXNmx+04dFcqKioBAQHPnz/39/dftGiRh4dHUlIS20UBAAC8w7p0xLp79669vf369evXrFmTlJQ0YcIEtisC1tTX1wcFBWlqai5fvvz58+c2NjZ3794dMWKEiopKaGhok3s+xcXFt27dSk9P/+ijj1RVVemZ8s/m6XH/6EmGZq0ZNmyYtrb28ePHN27cWFhYWFVVdfHixe+++44QIhaLCSESiYSh5xZ3pMWZ7T84u3fvvnjx4qBBg5YsWdJxOw7dW69evfbs2XPnzp2KigpHR8dvv/22sbGR7aIAAADeSV00YtXV1a1evdrNzc3S0jI5Ofmbb77Bk4GwefPmgwcPVlRU0N8Y+eCDD8zMzD777LOkpKSAgIDs7Oy0tLQ///yTEOLt7U3fZfrjjz8qKioiIiLu3LlTW1ubnJwcHR2tr69PCImPj//ll1/oXNFis9bK4PP53377LUVR3333nbGxsa6u7pw5c/z8/AghN27cIITcunWrpqbG1NS0tZ6b70iLe9d809nZ2SUlJRKJ5OXLl42NjdXV1bdu3ZoxY8aKFSvs7e0vX76sra3NsN233HHoCVxcXO7fv79z587du3c7OzsnJCSwXREAAMA7qJO/+9Ued+/eHTRokK6u7sGDB2UyGdvlQJdQV1e3b9++7777ztDQ0MzMbPPmzfS5IZFINmzYIBQK+Xz+/Pnzt27dOnTo0P3795eXl69Zs0ZXV9fW1vb06dPHjh3T1tZesWKFVCp99erVqFGjhEIhPVx1a82Y69m9e7eFhQWfz/fy8kpISKAo6tKlS/I/KzMzs9Z6rqmpab4jre2dounTpzf549XU1LSwsJgyZUpISIhYLJa37NAdhx4iPT197Nixampqa9euxfBCAAAAr4VDdaWng+rr6zdt2rRz505PT8/Dhw9bWFiwXREAQA9FUdThw4dXrlxpZWX122+/OTs7s10RAADAu6ELPSgYFxfn4ODw888///TTT5cuXUK+AgBgEYfDWbx48ZMnTwwNDUeOHLlu3Tp8OwsAAKA9ukTEkkgk33zzjUgksrS0TExMXLx4Mf29fAAAYJeVlVVUVFRwcPC+fftcXFxSUlLYrggAAKCrYz9i5eTkeHh4/PDDD/v378fNK+gKnj17xmkdPbIFQM/B4XC++OKLR48ecblcZ2fnP/74g+2KAAAAujSWv4sVFRU1b948PT29EydO2Nvbs1gJAAAwk0gkQUFBmzdvnjt37s8//6ytrc12RQAAAF0Ra3exJBLJpk2bxo0b5+3t/eDBA+QrAIAuTk1NbdOmTWfOnLl48aKzs/OTJ0/YrggAAKArYidiZWdnu7u779ix44cffggJCeHz+ayUAQAAr2vy5Ml///23gYHBiBEj9uzZw3Y5AAAAXQ4LESsyMnLo0KHl5eUPHjxYtmxZ5xfQydLS0r7++mtTU9OMjAy2ayGEkNLSUnNz861bt7JdCAC8qywsLKKjo7/88ssVK1Z89NFHDQ0NbFcEAADQhXR2xNq/f/+ECRPGjx//3//+d/DgwZ28dVZ8+eWXO3fuzM/Pb7Plvn37ysvLO6KGJj1TFNWhYzY2NDR8++23ffv21dbWtrOz+/nnnxW/8ldUVDRz5kxdXV1LS8v9+/e3c62CgoKffvrJw8Pjiy++aLOA1jbxuv0wNA4NDXV0dOTz+SYmJvPmzcvOziaEnDt3jmGcDA6HIxaLmXfzzz//HDJkCJ/Pd3FxiY2Nba0w5k4IIf/617/kG+VyuUVFRa11xdBSKZ0QQiorK7dv3z5s2DA+n//NN98w1x8ZGdn8uO3atYt5kaKYmBhVVdVnz541mV9fXz9p0qQW62c4YRgWdUQn7xA1NbXt27efP3/+1KlTY8eOLS4uZrsiAACALqPTfuRYIpEsXbqUw+Fs3LhRJpN12na7go0bNxJC0tPTGdpUV1f369evrKxM6VvvuJ5b8/nnnx85cqSioiIrK2vhwoWEkNWrV9OLKisrra2tfX19X716FRcXp6+vv23btjbXoihq4cKFdnZ2hJDAwEDmrTNs4rX6YWgcFhamr69/8eLF2tra7Oxsf3//9957TyaThYaGzps3r6ioSCaT0VecEydOpChKIpE8ePBgwIABZWVlDLt548aNbdu2VVZWJiYm0oGksLDwdY8wfQT09PTkf+MTJkxgOFYo5ROzAAAgAElEQVSttVRKJxRFxcbGWlhYDBw48MCBA6mpqWKxmLn+RYsWNfk/isPhZGdnMy+SKy0t7dOnDyHk6dOnTeqsq6uj/zma19/aCcN8Lim9k3fU8+fPBw4caG5unpCQwHYtAAAAXUInRayKioqJEydqamr+8ccfnbPFLoX+3Jo5YgUEBBBCOiIIdVzPLSoqKgoJCZFPSqVSGxsbExMTenLVqlVcLrekpISe3LRpE5fLTU9PZ16LJpFINDQ02oxGrW3idfthaDx79mwPDw/55O3btzkcTnl5+S+//FJaWkrPVIxYtJCQkISEBIbd3L17t3zRhQsXCCHR0dHNS2rzWG3btu3kyZPt2TuGlkrpJCYmhsfj+fn51dfXt6f++vr6sWPHPnr0iE5iFEVVVVXRmY1hkaI5c+bQjx+3P2IxnDBtnkvK7eTdVVJS4u7uzufzz5w5w3YtAAAA7OuMiPXixQsbGxtTU9P79+93wuY6WUpKipubm0AgWLNmzZEjR/Lz8+n5d+7ccXV15fF4Q4cOXblypTxiZWZm+vn59e7dW0tLa9SoUfTnvp9++qniZ/NVVVUtNmvTX3/9NXz4cE1NTSsrqz179jTvmb66HT169Lp16yiKevHixfr1601MTNLS0n744QcLCwsDA4Mff/yRoqg9e/ZYWFjw+fxVq1YpbuLEiRPvv/++urq6tbV1Oy/Bp02bNmLECIqipFKpoaGhSCSSL4qLiyOE/Pvf/2ZYS5FAIGCORu3cRJv9MDf+/vvvORxOUFCQRCKRyWQLFy6kj2d5ebm8TfOIVVNT09DQ0KRzxd1UzCFbtmyxtLSsq6ujJxMTEw0MDIKCglqsULGT2tpaQ0NDS0vLjz/+uMlp06QThpYMi5pgaFlcXGxgYODl5SUPRa2R15+VlSX/C6IdOXLkp59+Yl4kd/DgwR9++OG3335rf8RiOGGYzyXFg/nGnXQnDQ0NixYtUlVV7Wb36AAAAN5Ah0esmJiYXr16DRs2LC8vr6O3xQpnZ+eIiIi6urro6GgDAwP6KjAuLk5TU3PHjh1lZWXh4eE8Hk8esZydnT09PfPz81NSUszNzV1cXOh+6PEn5PeaWmvG4Pjx4yYmJjdv3qytrf38888JIcePH2/Sc0hICP1M19q1aymKGjduHJfLJYSsW7cuLi6urKxswoQJKioq69evv3TpUk1NDf2I440bN+hNHDlyxM3NLTU1tbi42NfXV0VFJT4+vs3CbGxsDh06RFFUYmIiIWT27NnyRSUlJa09hCZfS1Gb0aidm3jLiNXY2Dhz5kxCiK2t7axZs8LDw5uv1Txitaj5bqalpW3YsMHc3Pzx48fymU+ePNHX19+8eXObnSiO8MbhcDZs2NBaJwwtGRY1wdBy6dKlhJAtW7Y4OTlpaGjY2tpGRka28yDIeXh4FBUVtWfR06dPp02bJpPJXitiMZwwzOeS4sF84066n++//15VVfWTTz6RSCRs1wIAAMCajo1Yly5d0tLSmj59em1tbYduiC21tbWEEPndub1799IRy97efvz48fJmgYGB8ojl6Oi4f/9+ev6CBQuEQiH9vknEaq1Za+rr64VC4cGDB+nJJ0+e9OrV65dffmnec05OjjxiUf98T+z58+f05Pnz5wkhFy5coCefP39OCDlw4ABFUWKx2NDQUH7lmpmZSQiZNWsWc2G3bt2ys7Ojr7eioqIIIcuWLZMvlUgkhBAnJyeGtRS1GY3auYm3jFgURclksilTpqioqGhra0dERDRfqz0Rq/lu0sNmEEI0NDRWrVrVnuvUJp00Njbm5ub+9ddfCxYsUFNTI4Ts27evxRUZWr59J1KpVCgUmpqanjx5srKyMiEhwcrKSlNT88WLF20eBLmXL1/6+Pi0uN0mixoaGsaNG1dQUEBRlGLEopNwa44fP85wwrT/dFVKJ93GuXPntLS0/Pz8mt+zBQAA6CE6cETB8+fPT506derUqWFhYfRtnO6Hx+OZmJh88MEH69evz83N/fLLL42NjR89evTo0SNvb295s6FDh8rfx8fHL1my5N69e/PmzTtx4oRYLG6x53Y2k/vvf/9bXFzs5ORET9ra2r569erjjz9u3lIoFCpOGhoaEkLU1dXpSfo3ylRVVelJej699cePHxcVFdnY2NAjuVlaWhJCkpKSGKoSi8UbNmwIDQ2lO2xsbCSEaGlpyRtIpVLFrbe4FgP6S1Byy5cvb+cm2uyHebuEkKCgIBcXl5iYGIFAMGPGjKNHj7a5ShMt7qa5uXldXd2NGzdGjRq1c+fO77777nU74XK5pqamPj4+R48evXHjhq6u7o4dO1pcl6Hl23eSn59fXFzs7u4+ffp0HR0dBweHXbt21dfXN/kZJeZ/66NHj7aWkZosWr9+/bJly4yMjJo0CwsLk/9n1/wu1qxZsxhOmPafS0rppNuYPHny5cuXr169OmXKlLq6OrbLAQAAYEFHRazQ0NBp06YtWrQoJCSE/my7uwoPD9fT09u2bVvfvn2//vprmUz29OlT0izJyOXm5vr4+AQGBvr4+MycOZP6f8faft1mcvQw2e0ZN1lFRYVhkgHdeU5OjuJF6uPHjxlWWbVq1cqVK21tbelJY2NjQsirV6/kDcrKyuTzW1vrtbRzE2/pxIkTp0+fXrt2rUgkun//vo2NzRdffFFYWPhanbS2m5qamu7u7pcuXRo8eHBYWNibdUITiUSbNm3KyspqM6IztHyzTqqqqgghOjo68qWTJ09WVVVNSUlpZ/0URYWHh0+dOrXNRVeuXKEoysfHh7m8FjGcMO0/l5TSSXfi5uZ2/fr1+/fvjx8/vrKyku1yAAAAOluHRKwDBw7Mnz9/5cqVP/30U/uv4N9RIpEoNTU1ODjYwMBgy5Ytu3fvpj+fzsrKat64urqaHhsjPj5+7ty5mpqaLfbZzmaKevXqRQg5duzY2+0NE4FAQAgJDw9vZ/vg4GB3d3dfX196kqKoIUOG6Orqpqamytu8ePGCEDJ69GiGtRg2oTiKAEVRu3fvbs8m2tMP867t379/+PDh9HtTU9Nz587Rt56Y11LU5m5qaGj4+fnRD5W9cSeEEJFIZGpqSn/jjhlDyzfoxMzMTE1NLT09Xb6Iy+UKBALFaMFc//Xr1+l/zeZbabJo3759wcHB8puQ9NjuNjY2gwYNarNghhOm/eeSUjrpZpycnG7evPny5UsPDw/662cAAAA9h/Lzz/fff79kyZLNmzdv27ZN6Z13NfX19UFBQZqamsuXL3/+/LmNjc3du3dHjBihoqISGhoqk8kUGxcXF9+6dSs9Pf2jjz6SPxYlv6zkcDjySYZmrRk2bJi2tvbx48c3btxYWFhYVVV18eJF+jEzxZ7JP0/9ya/d6Un64SVCCF1zk0m68dChQwUCwfr163fs2JGXl1dRUXHz5s1Vq1a1WE9YWJizszN9n0EsFsfExAQFBamrqwcEBNy+fVv+O8hXr17l8Xj+/v4MazHveBNtbkIp1NXVFS+araysNDQ0tLW127l6O3czPT19woQJb9nJ3bt3v/rqq/ZUxdDyDTrR0dHx8fGJiYnJy8ujF+Xn55eWlsoDVZv1Hz16dNasWS1upcmi8+fPKyZk+Xexmv/6cHMMJ0z7zyWldNL92NjYREdHl5SUeHh4vO49XgAAgHfbW3yPqwW7d+/mcDh79+5VbrddVl1dnbq6+oEDB8rLy7OysgYNGkSPUbFkyRJCyNy5c7Oysl6+fEl/L0tPT2/27NmEkICAgPLy8vDwcFtbWzU1taSkpBs3bhw8eJAQEhkZefjw4YsXL7bWjKGYJplWV1c3KSmJoijFnnNycugfXBo1alRtbW1DQwN9jXv48GGpVCoWi9esWUMIWb16tVgslslk9Lq+vr70eOLBwcGKm1BTU4uJiWleyebNm5ufaZcvX6YoqqSkxMLCYuHChZWVlZGRkbq6urt27WpzLYqiZDJZbm6uurr65MmT5UOZt4hhE6/VD0NjelCQoKCg0tLSgoKCwMDAIUOGKH65XyqVRkZGEkJsbW3lv5TFvJvZ2dmGhoYLFixISUkpLy/fvXu3vb29fN1Hjx7p6+tv2bKFuROxWPz555//+uuv9fX1paWlhw4dWrRokfyXvhU7YWjJ3MmePXsEAkFcXFybLVNSUnr16uXm5paZmZmdne3t7e3l5dWef2uKoiorKw0NDVscJodhEe21RhSkGE8YhkVN/kXerJOeICsra+DAgXZ2dk3+EAAAALoxZUas//3f/1VRUfn++++V2GcXV1dXt2/fvu+++87Q0NDMzGzz5s309aVEItmwYYNQKOTz+fPnz9+6devQoUP3799fXl6+Zs0aXV1dW1vb06dPHzt2TFtbe8WKFVKp9NWrV6NGjRIKhaGhoRRFtdaMuZ7du3fTP2bl5eUl/5EixZ7//PNP+RWtvb39xIkT5ZMbN26cO3eufHLmzJn0YIM0+bXpoUOH+vfvz+Pxhg0bFhUV1byGnTt3Nr961tLSkv/oU1pa2vjx47W0tAYNGnT06NF2rkX/tpjcw4cPGY5Di5t4g34YGst/H8zc3Hzx4sXFxcWKK/bv319xRfk46Qy7WV1d7e3traWlxePx7OzsNm3aVFVVJe/w77//1tPToy/oGTqRyWTz5s3j8/k6Ojqurq70udRiJwwtmTvZvXu3QCC4d+9emy0pikpKSvL29ubz+UZGRsuXL6+urmauX77i4cOH586d2+I/CsMiWmsRiwHDCdPaIsWD+cad9BA5OTmWlpYjRoxQPKUBAAC6MQ7V1hNo7XThwoWpU6euXr16y5YtSukQAAC6h9TUVDc3Nzs7uwsXLmhoaLBdDgAAQMdSTsS6e/eul5eXn5/fb7/9Rn/zBwAAQO7BgwceHh6TJk2in3dguxwAAIAOpISI9eTJkzFjxowePfrkyZPde3x2AAB4Yzdu3JgwYcJHH320f/9+tmsBAADoQG/7UWJWVpaXl5ejo+OJEyeQrzrUs2fPOK3z8/Nju0AAACYffPDBsWPHDh48uHXrVrZrAQAA6EBvdRervr7ezc2tvr4+NjZW8TdGAQAAWrR3794VK1ZcvHhx/PjxbNcCAADQId4qYn3yySenTp26f//+gAEDlFgTAAB0Yx999NGZM2fu37/fZOxNAACA7uHNI9bPP//8xRdfnDt3TnHgbwAAAGb19fUikUgsFt+9e1dLS4vtcgAAAJTsDb+LFRcXt2LFin/961/IV61JS0v7+uuvTU1NMzIy2K6lVaWlpebm5vheBAB0Jk1NzVOnTuXl5X366ads1wIAAKB8bxKxCgsL/f39vby8vv32W6UX1G18+eWXO3fuzM/Pb7Plvn37ysvLO6GkFjdHUVSHjrPf0NDw7bff9u3bV1tb287O7ueff1a8cVpUVDRz5kxdXV1LS0vFQcaY1yooKPjpp588PDy++OKLNgtobROv2w9D49DQUEdHRz6fb2JiMm/evOzsbELIuXPnGIYn4XA4YrGYeTf//PPPIUOG8Pl8FxeX2NjY1gpj7oQQ8q9//Uu+US6XW1RU1FpXDC2V0gkhpLKycvv27cOGDePz+d98802TdWNiYlRVVZ89e9a82+aLWjs+kZGRzY/2rl27FHurr6+fNGlSi/UznDAMizqik+7N0tIyLCzsxIkTe/fuZbsWAAAAZXvd3yqWyWTjxo0bMGBAWVmZ0n4AuZvauHEjISQ9PZ2hTXV1db9+/TrtYHby5iiK+vzzz48cOVJRUZGVlbVw4UJCyOrVq+lFlZWV1tbWvr6+r169iouL09fX37ZtW5trURS1cOFCOzs7QkhgYCDz1hk28Vr9MDQOCwvT19e/ePFibW1tdna2v7//e++9J5PJQkND582bV1RUJJPJiouLCSETJ06kKEoikTx48ID+C2LYzRs3bmzbtq2ysjIxMZEOJIWFha97hOkjoKenJ/97nzBhAsOxaq2lUjqhKCo2NtbCwmLgwIEHDhxITU0Vi8WKS0tLS/v06UMIefr0aZNumy9iOD6LFi1q8r8ch8PJzs5W7LCuro7+52hef2snDPO5pPROeogtW7ZwudyHDx+yXQgAAIAyvXbEOnz4sIqKyq1btzqimm6G/oiaOWIFBAQQQjot83Ty5oqKikJCQuSTUqnUxsbGxMSEnly1ahWXyy0pKaEnN23axOVy09PTmdeiSSQSDQ2NNqNRa5t43X4YGs+ePdvDw0M+efv2bQ6HU15e/ssvv5SWltIzFSMWLSQkJCEhgWE3d+/eLV904cIFQkh0dHTzkto8Vtu2bTt58mR79o6hpVI6iYmJ4fF4fn5+9fX1LTaYM2fOsmXLWoxYzRe1dnzq6+vHjh376NEjeX6rqqpqnglbi1gMJ0yb55JyO+khpFLpmDFj7O3tGxoa2K4FAABAaV4vYuXm5urr6yt+Rt5jpaSkuLm5CQSCNWvWHDlyJD8/n55/584dV1dXHo83dOjQlStXyiNWZmamn59f7969tbS0Ro0alZCQQFFUk+8hVFVVtdiMwYsXL9avX29iYpKWlvbDDz9YWFgYGBj8+OOPFEXt2bPHwsKCz+evWrWKbtxkc/TV+ejRo9etW/e6XdFOnDjx/vvvq6urW1tbt/MSfNq0aSNGjKAoSiqVGhoaikQi+aK4uDhCyL///W+GtRQJBALmaNTOTbTZD3Pj77//nsPhBAUFSSQSmUy2cOFC+niWl5fL2zSPWDU1Nc2vKRV3UzGHbNmyxdLSsq6ujp5MTEw0MDAICgpqsULFTmpraw0NDS0tLT/++OMm51KTThhaMixqgqFlcXGxgYGBl5dXkztXcgcPHvzhhx9+++235hGrxUWtHZ+srCz5HyPtyJEjP/30U5PNtRixGE4Y5nNJ8WC+cSc9VlpaGp/P7+EHAQAAupnXi1g+Pj4DBw6sra3toGreIc7OzhEREXV1ddHR0QYGBvRVXVxcnKam5o4dO8rKysLDw3k8njxiOTs7e3p65ufnp6SkmJubu7i40P3QQ03Ibyu11qw148aN43K5hJB169bFxcWVlZVNmDBBRUVl/fr1ly5dqqmpoR9WvHHjRvPNhYSE0M90rV279g26OnLkiJubW2pqanFxsa+vr4qKSnx8fJvHzcbG5tChQxRFJSYmEkJmz54tX1RSUtLaQ2jytRS1GY3auYm3jFiNjY0zZ84khNja2s6aNSs8PLz5Ws0jVoua72ZaWtqGDRvMzc0fP34sn/nkyRN9ff3Nmze32cmePXsUH5bbsGFDa50wtGRY1ARDy6VLlxJCtmzZ4uTkpKGhYWtrGxkZKV/69OnTadOmyWSy5hGLYVFrx6cJDw+PoqKiJjNbjFgMJwzzuaR4MN+4k54sODhYTU2tPf+BAAAAvBNeI2IdOXJERUXl5s2bHVfNu6K2tpYQcv/+fXpy7969dMSyt7cfP368vFlgYKA8Yjk6Ou7fv5+ev2DBAqFQSL9vErFaa8aATj7Pnz+nJ8+fP08IuXDhAj35/PlzQsiBAwda3FxOTo48Yr1WV2Kx2NDQUH69m5mZSQiZNWsWc6m3bt2ys7OTSCQURUVFRRFCli1bJl8qkUgIIU5OTgxrKWozGrVzE28ZsSiKkslkU6ZMUVFR0dbWjoiIaL5WeyJW892kh80ghGhoaKxatar5EWizk8bGxtzc3L/++mvBggVqamqEkH379rW4IkPLt+9EKpUKhUJTU9OTJ09WVlYmJCRYWVlpamq+ePGCoqiGhoZx48YVFBRQFNUkRzEsaufxefnypY+PD/2eTsKtOX78OMMJ0/7TVSmd9DRSqdTNzW3o0KGNjY1s1wIAAKAE7R1RMC8vb+XKlcuWLXNzc2vnKt0Yj8czMTH54IMP1q9fn5ub++WXXxobGz969OjRo0fe3t7yZkOHDpW/j4+PX7Jkyb179+bNm3fixAmxWNxiz+1spsjQ0JAQoq6uTk/y+XxCiKqqKj1Jz2+tH6FQ+GZdPX78uKioyMbGhh6uzdLSkhCSlJTEUKdYLN6wYUNoaCjdYWNjIyFE8SdxpFKp4tZbXIsB/SUoueXLl7dzE232w7xdQkhQUJCLi0tMTIxAIJgxY8bRo0fbXKWJFnfT3Ny8rq7uxo0bo0aN2rlz53ffffe6nXC5XFNTUx8fn6NHj964cUNXV3fHjh0trsvQ8u07yc/PLy4udnd3nz59uo6OjoODw65du+rr6+m7XuvXr1+2bJmRkVHzDhkWtfP4HD16VJ6swsLC5P/xNb+LNWvWLIYTpv3nklI66WlUVFR++eWX58+ft3ZqAQAAvFvaG7HWrl2rr68fFBTUodW8Q8LDw/X09LZt29a3b9+vv/5aJpM9ffqUNAstcrm5uT4+PoGBgT4+PjNnzqRa+cXndjZTpKLyhj9u1nzd9ndF35bJyclRvEh9/PgxwyqrVq1auXKlra0tPWlsbEwIefXqlbxBWVmZfH5ra72Wdm7iLZ04ceL06dNr164ViUT379+3sbH54osvCgsLX6uT1nZTU1PT3d390qVLgwcPDgsLe7NOaCKRaNOmTVlZWW3mdoaWb9ZJVVUVIURHR0e+dPLkyaqqqikpKVeuXKEoysfHp3kPDIvkmI8PRVHh4eFTp05lLlWO4YRp/7mklE56oIEDB/773//+z3/+Q98SBwAAeKe165L63r17f/zxx86dOxU/f+3hRCJRampqcHCwgYHBli1bdu/eTX8UnZWV1bxxdXU1PTZGfHz83LlzNTU1W+yznc26AoFAQAgJDw9vZ/vg4GB3d3dfX196kqKoIUOG6Orqpqamytu8ePGCEDJ69GiGtRg2oTiKAEVRu3fvbs8m2tMP867t379/+PDh9HtTU9Nz587Rt1aY11LU5m5qaGj4+fnRD5W9cSeEEJFIZGpqSn/jjhlDyzfoxMzMTE1NLT09Xb6Iy+UKBAJjY+N9+/YFBwfL7xnS463b2NgMGjSIYVGTDbV2fK5fv06fA22WSmM4Ydp/Limlk55p+fLlFhYW69atY7sQAACAt9V2xKIo6quvvho9enT7Pwzu9urr64OCgjQ1NZcvX/78+XMbG5u7d++OGDFCRUUlNDRUJpMpNi4uLr5161Z6evpHH30kf4JLfgVM/+wvPcnQjAF9P4F+4ogQQm+9yaT86lNxc/J15Uvb39XQoUMFAsH69et37NiRl5dXUVFx8+bNVatWtVhhWFiYs7Mzff6IxeKYmJigoCB1dfWAgIDbt2/Lfwf56tWrPB7P39+fYa02j4aiNjehFOrq6ooXzVZWVhoaGtra2u1cvZ27mZ6ePmHChLfs5O7du1999VV7qmJo+Qad6Ojo+Pj4xMTE5OXl0Yvy8/NLS0t9fX3Pnz+vGGjlX7h69uwZw6Lm22rx+Bw9enTWrFntKZXGcMK0/1xSSic9E5fL3bFjx4kTJ+7evct2LQAAAG+nzW9rnTt3jsPhPHjwoM2WPUddXZ26uvqBAwfKy8uzsrIGDRpEj1GxZMkSQsjcuXOzsrJevnxJfy9LT09v9uzZhJCAgIDy8vLw8HBbW1s1NbWkpKQbN24cPHiQEBIZGXn48OGLFy+21qy1ShoaGugL68OHD0ulUrFYvGbNGkLI6tWrxWKxTCaj+/f19aUHuVbcXE5ODv2DQqNGjaqtrX3droKDgxVPJDU1tZiYmOYVbt68uflZd/nyZYqiSkpKLCwsFi5cWFlZGRkZqauru2vXrjbXoihKJpPl5uaqq6tPnjxZPpR5ixg28Vr9MDSmBwUJCgoqLS0tKCgIDAwcMmSI4oDsUqk0MjKSEGJrayv/pSzm3czOzjY0NFywYEFKSkp5efnu3bvt7e3l6z569EhfX3/Lli3MnYjF4s8///zXX3+tr68vLS09dOjQokWLZDJZ804YWjJ3smfPHoFAEBcX12bLlJSUXr16ubm5ZWZmZmdne3t7e3l5NT/ILQ4b2HwR8/GhVVZWGhoatjb8aWu/i8VwwjAsavIv8madAM3d3d3d3Z3tKgAAAN5KGxFLJpMNGzZs6tSpnVPNu6Kurm7fvn3fffedoaGhmZnZ5s2b6UtJiUSyYcMGoVDI5/Pnz5+/devWoUOH7t+/v7y8fM2aNbq6ura2tqdPnz527Ji2tvaKFSukUumrV69GjRolFApDQ0MpimqtWWuVTJw4UX5VvXHjxrlz58onZ86cSY8QSKMvKBU39+eff8qX2tvbv25XFEUdOnSof//+PB5v2LBhUVFRzcvbuXNn86t/LS0t+Y8apaWljR8/XktLa9CgQUePHm3nWvQPjsk9fPiQ4R+rxU28QT8MjeW/D2Zubr548eLi4mLFFfv376+4onycdIbdrK6u9vb21tLS4vF4dnZ2mzZtqqqqknf4999/6+np0Rf0DJ3IZLJ58+bx+XwdHR1XV1f6BGuxE4aWzJ3s3r1bIBDcu3evzZYURSUlJXl7e/P5fCMjo+XLl1dXVzc/yO2MWMzHh3b48OG5c+c276dNDCdMa4sUD+YbdwK027dvE0KuXbvGdiEAAABvjkMxPop25syZadOmPXz40N7enqEZAACAUowbN66mpobOWgAAAO+iNiLWyJEjTUxMTp8+3WkFAQBATxYbG+vq6nrr1i2RSMR2LQAAAG+CKWLduXNHJBLduXNn1KhRnVkTAAD0ZKNGjTI2NsanewAA8I5iGlEwODjYxcUF+Ypdz54947TOz8+P7QIBAJRsxYoVZ8+effnyJduFAAAAvIlW72Ll5+f36dMnJCSEHg0PAACgc0ilUisrq7lz527bto3tWgAAAF5bq3exQkJC+Hz+lClTOrMaAAAAVVXVhQsX/v777/SP9QEAALxbWo1YR44cmTdvHo/H68xqAAAACCGLFi0qKiq6fPky24UAAAC8tpYjVkJCQkpKyvz58zu5GoC3kZaW9vXXX5uammZkZLBdCwC8lX79+olEorCwMLYLAQAAeG0tR6yTJ09aWFgMGzask7u3WsAAACAASURBVKsBeBtffvnlzp078/Pz22y5b9++8vLyTiiJRU32sSfsMnQz06dPP3/+fH19PduFAAAAvJ6WI9apU6f8/Pw4HE4nVwPwNi5evLh+/fo2m9XU1AQHB3dCPSxqso89YZeh+5k2bVp1dXVUVBTbhQAAALyeFiJWWlpaSkqKr69v51cD8JYMDQ3bbLNkyZK0tLROKIZFTfaxJ+wydD/m5uaOjo6XLl1iuxAAAIDX00LEioqK0tLScnFx6fxqABikpqaOHj1aT09v7dq1v/32W0FBAT0/NjZWJBJpaWk5ODgoBomsrCx/f3+hUKitre3q6vrw4UNCyOLFi0NCQggh+vr6HA6nurq6xWYMnj9/vmbNGiMjo/z8/G+++aZ3796mpqYREREMG3358uWGDRtMTU3T09ODg4P79OnTu3fvffv2EUL27t3bp08fHR2d1atXK24lPDzc3t5eQ0Nj4MCBp06daq2YmJiYMWPGaGtrGxsb/8///A/9KGCTfZwzZ06TXW5tRYCuxsvLC3exAADg3UM1M2PGjPHjxzefD8AuZ2fniIiIurq66OhoAwOD/Px8iqLi4uI0NTV37NhRVlYWHh5Oj4GZnp5Ot/f09MzPz09JSTE3N3dxcaH72bp1KyGkrKxM3m2LzVojEolUVVUJIUuXLk1ISCgvL3dzc9PT0xOLxa31Nm7cOC6XSwhZt25dXFxcWVnZhAkTVFRU1q9ff+nSpZqamo0bNxJCbty4QW/iyJEjbm5uqampxcXFvr6+Kioq8fHxzSu5evWqjo7O+fPnq6qqTpw4oa2t7ezsTJfRZB+bTDKsCNClXLt2jRCSmZnJdiEAAACvoYWIZWZmtnXr1s4vBYBBbW0tIeT+/fv05N69e+mIZW9vr/iJQGBgoDxiOTo67t+/n56/YMECoVBIv2+SN1prxmDlypWEkOzsbHpy165dhJCcnByG3v4/9u47LoprfRj4WfqywFJcpCtWEJQiiAqIFcWALSIaBEUNGEvUYCRAvHLVKDEaK14b0aCCLJZrkGsiBERRigFExAIKCtLbUmQXFnbeP84v824WdlgVWcDn+0c+zMyZM885M8R5ODNncBL1/PlzvBgbG4sQunHjBl58/vw5QujEiRMEQfD5fG1t7adPn+JNr1+/RggtXbpUJAaBQDBy5MgNGzaQa/Ahjh8/3rmNwovUOwLQp3C5XHl5+cjISGkHAgAAALwD0QcFy8vLS0tL7ezsPvboGQDvhE6n6+rqTps2LTAwsLS0dOPGjTo6Ojk5OTk5Oc7OzmQxS0tL8ufMzMx169alp6cvX748Ojpa3DdMJSwmDL/xpaSkhBeVlZURQnhHcbXhXRQUFPCiiooKQgiPhpHrceFHjx5VVVWZmprSaDQajTZkyBCEUF5eXuewCwoKLCwsyDW+vr4Iobi4OOrg33tHAHqfkpKSubn5X3/9Je1AAAAAgHcgmmJlZGTIyMhYW1tLJRoAKLDZbHV19dDQUGNj4+DgYIFA8PTpU4QQi8XqsnxpaamLi4ufn5+Li4uHhwdBEB9STJiMjNhvdourjWIXEdXV1ejvMTHSo0ePRIrh0S08uIfp6ekpKyuXlZVR1//eOwIgFba2tg8ePJB2FAAAAMA7EL3ty83NNTY2ZjKZUokGAAoODg4FBQUHDx7U0tLas2fPoUOH8OBPcXFx58LNzc2Ojo5MJjMzM9PT05MccXq/YhLqkdrwbx+bzaYupq+vjxDCSSZJTk5u2LBhH2lHAKTC0tIyNzdX2lEAAAAA70A0xcrPzx81apRUQgGAAo/H2717t5KS0ubNm58/f25qapqammpnZycjIxMZGSkQCIQLV1dX3717t6ioaNWqVeTDeOSAEv7gG16kKEYdDEKoo6MDL+Kjt7e3U9SGHwIU2aVzDQghS0tLJpMZGBi4b9++srKyhoaGO3fubN26VSQGKysrQ0PDS5cu4RkCEUJv3rxpbGz08PAQaaPIIvWOAPQ1o0aN4nA4eHQXAAAA6BcgxQL9xq5du06ePNnQ0NDQ0EAQxLRp0/T19deuXZuXl+ft7V1SUlJYWHjt2jWEkLOz8/nz5xFCFy9ebGhoiImJuXfvXktLy5MnT27fvq2hoYEQyszMPHPmDM46uiwmLozW1taUlBT09wSAfD4fF05MTNTV1e2ytlu3biUlJeFdBAJBe3v7H3/8gRBKTk5ub28nCAJPS3379u3W1lYlJaWQkJDW1taAgAB9fX11dfUZM2bMmzdPJAxFRcX9+/dzOBxPT8+ysrLy8vKvvvpq9uzZixcvRggJt7G0tFR4saamhmJHAPoa/E9Sfn6+tAMBAAAAJCYy/YWOjs7Bgwc/6gwbALwHLpd77NixnTt3amtr6+vr79q1SyAQEATR3t4eFBTEYrFUVFS8vLz27t1raWkZFhbG4XC2bdumpqZmbm5+9erV8+fPMxiMLVu2dHR01NbWTp48mcVi4WnKxBUTF4mTkxP56/PTTz8Jzw1z9OjRLmtzcXEhy+zYscPT05Nc9PDwwBP6YZ999hk+yqlTp4YPH06n021tbRMSEsQFc/nyZfz5LCMjo6CgIB6Ph9eLtFFkkWJHAPoagUCgqKh44cIFaQcCAAAASIpGCD0WRf5LBo8MAQAA6COMjIw2b978zTffSDsQAAAAQCL/eFCwpqamvb198ODB0ooGAAAAEKGtrV1ZWSntKAAAAABJ/SPFqq+vRwhpampKKRgAAABA1KBBg+rq6qQdBQAAACCpf6RYeJ60D5y3GoD+7tmzZzTxYFoIAHqZoqIi/ucJAAAA6BfkhBdaW1sRQoqKilIKBoA+wcTEhJBg6nYAQO9QUlKCFAsAAEA/8o9RLPxZHvKTPgAAAIDUycvL4y/LAQAAAP3CP1IsBQUF9Pc3UgEAAIC+oLW1FR6vAAAA0I/8I8XC/4bhxwXBeygsLAwODtbT03v16pW0Y+kfMjIyvvzyS2NjY2kHIqkBcIr7XZ/3WQPgYugveDwevCQMAACgH/lHiqWsrIwQamlpkVIw/d7GjRv3799fXl7ebcljx45xOJxeCKnHUUTe2tq6fft2Y2NjBoMxduzY//znP8JvNFVUVBw/fnz69OkbNmzAawQCwcKFC8PDw5uamsQdLjIy0traWkVFRVdXd/ny5SUlJeSma9eumZmZqaioTJw48f79++T6+Pj4znNUHDhwAG+tqqry8PBQU1MbMmRIWFiY8LHEVSis8ylOSEiYMGECnU4fMmTI3r17hZtMEbw4FDG8a21d9sNPP/3UbZ93ifrkUvjXv/5FHl1eXr6qqgqvpzgR4rxf54jbS5IWNTY2/vjjj7a2tioqKt9//73I1s4Xw3s0CkiCy+XS6XRpRwEAAABITPg7xA0NDQih33//vfc/gTxg7NixAyFUVFREUaa5uXnYsGH19fW9FVSPoY58/fr1v/zyS0NDQ3Fx8cqVKxFC3377Lbl15cqVY8eORQj5+fkJ7/XZZ59paWl1WeGlS5c0NDTi4uJaWlpKSkrc3d1Hjx4tEAgIgkhKSgoNDW1sbHz8+DG+A66srMR7+fj4iFzkNBqtpKSEIIjGxsaRI0fOnz+/trY2LS1NQ0MjNDQU70VRoQjhU5yYmKisrBwdHd3Y2Pjrr7/Kyclt2LCh2+DFoYjhPWqj6AeKPheH+uSK09jYqK6uTgYwd+5ccr24EyHO+3UOxV7dtuj+/fuGhoajRo06ceJEQUEBn8/vHJXwxfAejQISMjc33759u7SjAAAAACSFRJbpdPqvv/4qlVAGBvyna+oUy9vbGyHUH1MsisirqqoiIiLIxY6ODlNTU11dXeEy7e3tioqKIimWj4+PuNv9ZcuWTZ8+nVxMSUmh0WgcDocgiEOHDpHrb9y4gRC6ffs2QRA8Hm/GjBk5OTnkDXFTUxN5Z79161Z5efmamhq8GBISIi8vj0+WuAo7Ez7FFhYWa9asITfhAbrMzEzq4MWhiOFda6PuB4o+75IkJ7dLoaGhly9f7rye4kSI836dI26vbluUnJxMp9MXL17M4/EoohK+GN6jUUBCLBbr2LFj0o4CAAAAkNQ/HhRECA0ePLiiouLDBsYGrIKCgilTpqirqwcEBJw9e5bsqPv37zs4OCgrK1tZWRUWFpLli4uL3d3dWSwWg8Gwt7fPzs5GCPn6+kZERCCENDQ0aDRac3Nzl8UoZGVlbdiwwcjIqLS01NXVlcFgWFpaJicnUxw0Pz8/ICBAR0enuLjY1dVVS0srIyMDIcRmsy0sLBQVFUeNGnXlyhWE0PPnz7dt2zZ48ODy8vLvv/9+0KBBenp6MTExXUYuHBWLxfLy8iIXZWRkTE1NjYyMhMvIysp2fqFCRkYGIfTw4UMnJyc6nW5paZmSkoI3WVtbJyUl/fDDDx0dHQRBnDlzJiAggMlkIoTWrl1L1vDo0aMhQ4bY2dkhhKqqqi5cuDBu3Dg5uf/7IEFMTIyrqytCSCAQRERE2NnZaWlp4U1z5szh8/m4UeIqpDjFJSUlOTk5ZmZmZDEPDw98ROrgu+x56hgoauvyjFP0A3Wfdxlbtye3y+Zwudyff/7Z399/zZo1wlc19Yno2c4Rtxd1i2pqahYtWuTg4BAVFdV5loUuL4ZuG3Xz5k07Ozs6nW5sbHzkyBHqrgPC+Hx+XV3d4MGDpR0IAAAAIDGRlGv69Om+vr69nun1DzY2NjExMVwu9/bt21paWuXl5QRBpKWlKSkp7du3r76+ns1m4xcG8J+ubWxsZs6cWV5enp+fb2BgMHHiRFzP3r17kdBYkLhi4ujq6iKEFBUVt2/fXlJS8uTJkzFjxigqKj59+lRcbfb29ngu/p9//jkjI8PQ0DA+Pv6XX35xdHQsKCiorq6eP3++jIxMZmamg4MDLvn1119nZWVxOBxHR0d1dXU8GCISOTVTU9NTp06JrGQymSKjWKtXr1ZSUgoNDS0vL3/48KGZmRmDwXjz5g1BEG1tbThpMTc3X7p0KZvNFqmtsLAwKCjIwMDg0aNH4sKYPn16VVUVQRCPHz9GCC1btozcVFNTg4SeXhNXobhTjNPUwMBAsmRZWRlCyMPDgzr4LnueOgaK2iS8fsh+oO5z6thIwidX3C6HDx8m/z9Do9GCgoJweeoT0bOdQ7EXRYu+/vprhNCePXvGjx+vqKhobm4eHx+PN4m7GKgbFRUVpaure+fOnZaWlvXr1yOEoqKiJO/tT9yzZ88QQllZWdIOBAAAAJCUaIq1du3aqVOnSiWUPg7PAvLgwQO8eOTIEZxiWVhYzJkzhyzm5+dHpljW1tZhYWF4/YoVK1gsFv5ZJFERV4yCi4sLnU5vb2/Hi4mJiQihr776iqK2bdu2IYRSUlLwIp/P19bWxlkZQRCvX79GCC1dupQgCH9/f4QQfmmHIAg8UQS+/5Y8xbp79+7YsWPJCEldpljCD609fPiQRqNt2rQJLwoEggULFsjIyDAYjJiYGOEdySkNFBUVt27d2vlYBEG8fPnSxcUF/5yQkIAQImsmCAJ/CG78+PHUFYo7xbW1tTQazcrKinwnKj8/HyG0YsUKiuApep66UeK6QpLrR7gfKPqcOjaS8Mml2KWtra20tPR///vfihUr8GAaftaL4kT0eOdQ79Vlizo6Olgslp6e3uXLlxsbG7OysoYOHaqkpPTixQtC/MVA0Sgej8disU6ePInX5+bmampqnjlzRsLeBr/99huNRmtsbJR2IAAAAICkRFOsn3/+efDgwVIJpe/T1dVVUVH57rvvcL5BEMTDhw/x0BBZ5j//+Q/657tYaWlpnp6eSkpK6urqeE2XiUrnYhS+/PJLBoMhvEZNTc3W1paitn379iGEqqur8WJmZmbnIc2xY8cSBPHjjz8KlxRukYQpVltbm6OjY25ubudN3aZYBEEYGRmRef7OnTtDQ0Pv3r2rp6dHo9HOnj0rXJLL5SYlJU2bNg0h9K9//avz4bZv337u3Dn88//+9z+RQSf8fYJJkyZRVEh9ilesWIEQCgoK4nA4+fn5q1atEi7cZfAUPU/dKOquoL5+hPuBos+7jY3odHIl2YUgiLt376qpqRkZGVGfiI/UOdTXiUiL3rx5gxD64osvyAL4+b2NGzdSXAwUjbpz5w5C6K+//hI5roRdB/bt26evry/tKAAAAIB3IPoulqWlZWVlZWlpaed/+wGbzVZXVw8NDTU2Ng4ODhYIBE+fPkUIsVisLsuXlpa6uLj4+fm5uLjgh8c+pJgw/C6NMAMDg7a2NoraaDSacPnq6mr099gU6dGjR11W/q62bt3q7+9vbm7+fruzWCw8L3x0dPTVq1cDAgIcHBwePHhgamq6YcOGyspKsqSSktLUqVNv3rw5ZsyYS5cuidRDEASbzV64cCFe1NHRQQjV1taSBerr68n14iqkPsXHjx/fuHFjeHj48OHDDx48WFdXp6CgsGTJEorgKXqeolEUXdHt9SPSDxR93m1sqNPJlWQXhJCDg0NISEhxcTGfz6c4ET3eORR7iWsRns5eVVWVLODm5iYrK5ufn09xMVA0Cs9Tj5smTMKuA5mZmVZWVtKOAgAAAHgHojfTNjY2MjIy+CUTIMLBwaGgoODgwYNaWlp79uw5dOiQgoICQqi4uLhz4ebmZkdHRyaTmZmZiYcXuqxTwmKdidxJ19XVDRkyRPLa8GQAbDZbwsNJ7uDBg1OnTp0/f36XcUqirKxsxIgRCKGwsLAJEybglXp6er/99hsejhApr6iouHjxYvxclrDExEQzMzM1NTW8iH8uKCggC7x48QIhNGXKFIoKKU4xQkhZWfnIkSMVFRU1NTXBwcFJSUkBAQH6+voUwUvY8yKNElebJGdcpB+6hPu829g6n1zJLyQHBwc9PT15eXmKE9GznUO9l7gW6evry8nJFRUVkWXk5eWZTKaOjg7FxUDRKE1NTYTQ+fPnRXb5eL+DA8yDBw9sbW2lHQUAAADwDkRTLFVVVRMTE0ixOuPxeLt371ZSUtq8efPz589NTU1TU1Pt7OxkZGQiIyMFAoFw4erq6rt37xYVFa1atQrPHoGEkg08oIQXKYp1Gw+Xy8U/P336tLKycv78+RS14QjJ+0tLS0smkxkYGLhv376ysrKGhoY7d+5s3boV14wQ6ujo6LyjcORdunTpko2NDR4w4fP5ycnJu3fvlqQ5pLS0tPLycjzbm4KCgvA969ChQxUVFRkMRue9ioqK5s6dK7Ly3LlzS5cuJRcVFBS8vb1TUlLITyffunWLTqe7u7tTVEhxioUXKyoqFi5c6OjoGBISQh6uy+Apep6iUeJqk+T6EemHzsg+p46ty5MreXNSU1O/+eYbRHkierZzqPcS1yJVVVUXF5fk5GQ8eQlCqLy8vK6ubv78+RQXA0WjbG1tGQxGVFTUjh07Kisrm5qa4uLidu7cKXljP2U1NTVFRUXjx4+XdiAAAADAu+j87ODatWvt7Owke87wE8LlchUUFE6cOMHhcIqLi01MTPAcA+vWrUMIeXp6FhcXv3z50tnZGSGkrq6+bNkyhJC3tzeHw2Gz2ebm5nJycnl5eUlJSSdPnkQIxcfHnz59Oi4uTlwximD8/PxoNJqvr29tbW1hYaG9vf2ECRPa2trwuyKda7tx48bs2bPRP2flOnjwoPCVICcnl5yczOPxcMmoqCiBQNDW1oYzkJMnTwoEAuHIRR5wIghi165dnS8w8kvWAoGgtLRUQUHBzc2Ny+WSe23fvh1PN1deXv7o0SMTE5PVq1fjTbGxsQih3bt319XVVVRU+Pn5mZmZtba2lpSUaGtrr1ixIj8/n8PhHDp0yMLCoq6uTjiYxsZGbW3tlpYW4ZU1NTWGhoYrV65sbGyMj49XU1M7cOAAQRDUFYo7xaGhoW/fvs3Jydm1axeLxdqyZUtbWxt5LHHBi+t56hjE1SbujJPXT5f9QNHnXcZGfXK73IXP569fvz48PJzH49XV1Z06dcrHx4ecF0TciejZzqHei6JF+fn5mpqajo6Or1+/LikpcXZ2njVrVrcXA0WjQkNDhY+ipqaWl5dH0duAxGazZWVlRX67AQAAgD6uixQrJiYG/knrjMvlHjt2bOfOndra2vr6+rt27cL3i+3t7UFBQSwWS0VFxcvLa+/evZaWlmFhYRwOZ9u2bWpqaubm5levXj1//jyDwdiyZUtHR0dtbe3kyZNZLFZkZCRBEOKKUQTj5+fHYDDCwsI0NTXV1NS8vLxqa2vxpi5rIx+zYbFY/v7+ZD2nTp0aPnw4nU63tbVNSEggCMLJyYm84fvpp5+Evw119OhRkciF7d+/v/MNq7KyMvnlVjxRISk7OxuvFwgEp0+fHjNmjIKCgomJyfHjx8kbcYIgoqOjx40bp6CgYGBg4OvriyfhaG5udnZ2VlZWptPpY8eODQkJaWpqEonn9OnTnp6enbuusLBwzpw5ysrKJiYm5AwQ1BVSnGJZWdmhQ4d+8cUX6enpnY/VZfDier7bRomrjfr66bIfqPu8c2zdntzOuwgEguXLl6uoqKiqqtrb23e+YLo8ET3bORR7dduivLw8Z2dnFRWVwYMHb968ubm5uduLgbpRhw4dMjQ0VFFRmTVrlvBfOjo3Fgj78ssvhSekAQAAAPoFGtHpsaK6ujptbe3o6OjPP/+8810I6AvWrl174cIFkY//AgDAAGNsbOzl5bVz505pBwIAAAC8gy7mjtPU1LS3t7927VrvRwMk1NHRQb4rBQAAA1JWVtarV6/mzZsn7UAAAACAd9P19Nyff/75b7/9hqc9AH1NQ0NDZmYmj8e7e/du50FIAAAYGK5cuWJoaAhzXQAAAOh3uk6xFi1a1NzcfOvWrV6OBmDPnj2jiaeurp6dnY0QmjJlSnh4uLSDBQCAj+Ly5cuLFy8W+aYfAAAA0Pd18S4WNm3aNA0NjatXr/ZyQAAAAMC9e/ccHBwyMzOtra2lHQsAAADwbroexUIIrV69OjY2tqKiojejAQAAABBC4eHh48aNg/wKAABAfyQ2xfr8889VVFQiIiJ6MxoAAACgoaEhJibmyy+/lHYgAAAAwPsQm2LR6fRVq1YdOXKEz+f3ZkAAvLfCwsLg4GA9Pb1Xr15JOxaJ1NbW6uvr7969W9qBANC3nDp1ikajeXl5STsQAAAA4H2ITbEQQl9//XVlZWVMTEyvRQPAh9i4ceP+/fvLy8u7LXns2DEOh9MLIVEjv0/33jWIa8iCBQuEp0hRVlYeOnSol5fX06dPyTIVFRXHjx+fPn36hg0b3jsAAHpce3v7sWPH1qxZw2QypR0LAAAA8D7ETneBLV26ND8/PzMzE+Z0Av1CSEjIv//976KioqFDh4or8/bt23HjxmVmZqqrq/diaD2PuiGvX78eM2aMqqrq8+fP5eTkrl27tnbtWhkZmdu3b+P3W3x8fDIzM3Nzc/38/E6cONHr4QPQtYsXL65YsaKgoMDY2FjasQAAAADvg2oUCyEUHByck5Nz/fr13okGgA+kra3dbZl169YVFhb2QjAfG3VDhgwZoqGhIScnx2QyGQzG8uXLg4ODm5qatm/fjgucPXs2OztbUVGxt+IFoHsdHR27d+/+4osvIL8CAADQf3WTYo0dO3bhwoXbt28XCAS9ExAA4hQUFEyZMkVdXT0gIODs2bPkdJf37993cHBQVla2srISTjmKi4vd3d1ZLBaDwbC3t8cfE/P19cWTuGhoaNBotObm5i6LUcjKytqwYYORkVFpaamrqyuDwbC0tExOTkYI5efnBwQE6OjoFBcXu7q6amlpZWRkIISSk5OdnJwYDIaOjs5XX32FH+3j8XgXLlyYNm3atm3byMrZbLaFhYWiouKoUaOuXLlCrr9586adnR2dTjc2Nj5y5EiXDem2AydOnIgQevLkCblGVlZWSUmp2x0B6DXnz58vKCgIDg6WdiAAAADAByC6k5ubKyMjExUV1W1JAD4qGxubmJgYLpd7+/ZtLS2t8vJygiDS0tKUlJT27dtXX1/PZrPpdDpCqKioCJefOXNmeXl5fn6+gYHBxIkTcT179+5FCNXX15PVdllMHF1dXYSQoqLi9u3bS0pKnjx5MmbMGEVFxadPn9rb28vKyiKEfv7554yMDENDw/j4+Fu3bqmqqsbGxjY1NUVHRzMYDBsbGz6ff/HiRQ0NDYSQv78/rvmXX35xdHQsKCiorq6eP3++jIxMZmYmQRBRUVG6urp37txpaWlZv349Qgj/Poo0pDN9fX19fX1yEedmjo6OwmWYTKafn9+7nQkAPg4ej2dsbLx69WppBwIAAAB8kO5TLIIgfHx8DA0N3759+7GjAUCclpYWhNCDBw/w4pEjR3CKZWFhMWfOHLKYn58fmWJZW1uHhYXh9StWrGCxWPhnkcxEXDEKLi4udDq9vb0dLyYmJiKEvvrqK4Ig8JBUSkoK3iQQCEaOHLlhwwZy3x07diCEjh8/ThBEdXU1mWLx+Xxtbe2nT5/iYq9fv0YILV26lMfjsViskydP4vW5ubmamppnzpzp3JDO9PX1Bw8eXFVV1dLScv36dTzedf36deEykGKBvmPv3r10Ov3169fSDgQAAAD4IN08KIjt3bu3oaHh0KFDPTyCBoDE6HS6rq7utGnTAgMDS0tLN27cqKOjk5OTk5OT4+zsTBaztLQkf87MzFy3bl16evry5cujo6PFfX5AwmLCDAwMZGRk8IAVQmjatGlqamp//fUXQmjQoEEIodGjR5OVFxQUWFhYkPv6+voihOLi4nBhciKZR48eVVVVmZqa4jkAhwwZghDKy8vLyMiorq4eP348LmZubl5bW7t69WrJug01NzcvXbpUR0fHx8dn7Nix8fHx8+bNk3BfAHpTVVVVaGjod999Z2RkJO1YAAAAgA8iUYo1ePDgbdu27d27t798bggMSGw2W11dPTQ01NjYODg4WCAQ4CnIWSxWl+VLS0tdXFz8tVsudQAAIABJREFU/PxcXFw8PDwIMZNnSlhMmIyM6C+OgYFBW1sbQkhk7k08GIWH4DA9PT1lZeWysjKRqvCI1ps3b4T/BILzLnLre1BXV//zzz8bGhpqa2uTk5NnzJjxfvUA8LFt3bpVVVV169at0g4EAAAA+FASpVgIoW+//Xbo0KH4EfmPGhAA4jg4OBQUFBw8eFBLS2vPnj2HDh1SUFBACBUXF3cu3Nzc7OjoyGQyMzMzPT09xU3qIGGxzkR+Eerq6vC4kwh9fX2EkPDXqBBCcnJyw4YNEymJPwHEZrNF1mtqaiKEzp8/L2FgAPRHcXFx58+fP3r0qLKysrRjAQAAAD6UpCmWgoJCRETE3bt3T5069VEDAqBLPB5v9+7dSkpKmzdvfv78uampaWpqqp2dnYyMTGRkpMiMl9XV1Xfv3i0qKlq1ahX5OB+ZFOGBJrxIUazbeLhcLv756dOnlZWV8+fPRwjhSNrb2/EmKysrQ0PDS5cukTP+vXnzprGx0cPDQ6RCS0tLJpMZGBi4b9++srKyhoaGO3fubN261dbWlsFgREVF7dixo7KysqmpKS4ubufOnSINAaD/amhoWLt2rZeX14IFC6QdCwAAANADJE2xEEJWVlb+/v7+/v4D45tCoN/ZtWvXyZMnGxoaGhoaCIKYNm2avr7+2rVr8/LyvL29S0pKCgsLr127hhBydnbGwz4XL15saGiIiYm5d+9eS0vLkydPbt++jefxy8zMxJNGiCtGHQxBEJs3b66rqysqKvryyy9tbW29vLzevn2Lp74oLy/HxRQVFffv38/hcDw9PcvKysrLy7/66qvZs2cvXrxYpEIlJaWQkJDW1taAgAB9fX11dfUZM2bMmzdPRUVl+/btBEHs3LlTR0dHTU3tiy++wLsLN6S0tFSkwlevXtXX19fX1+OHFbtsQllZGZfLLSsr4/F473QuAOhBmzdvbm9vh9d9AQAADBzvNDkGj8czMzObMWOGQCD40Ik2AHgXXC732LFjO3fu1NbW1tfX37VrF74I29vbg4KCWCyWioqKl5fX3r17LS0tw8LCOBzOtm3b1NTUzM3Nr169ev78eQaDsWXLlo6Ojtra2smTJ7NYrMjISIIgxBWjCMbPz4/BYISFhWlqaqqpqXl5edXW1hIEYWdnh3+tWCwWORU7QRCXL1/GX7syMjIKCgri8XjkJllZ2W+//ZZcPHXq1PDhw+l0uq2tbUJCArn+0KFDhoaGKioqs2bNysrKwitFGiIMD6mRPvvss86t8Pf3Fy6TnZ0t8dkAoMfEx8fTaLQrV65IOxAAAACgx9CId3zKKC0tzcHB4cSJE2vWrPnA7A6Afmrt2rUXLlyQ5Gu/3ZKTk9uxY8f27ds/vCoA+p2GhoaxY8c6ODhERkZKOxYAAACgx7zDg4LYxIkT/f39N2/enJub+zECAqDv6+jo6Ojo6Kl6xo0b9+FVAdDvEASxcuVKPp+PP4oNAAAADBjvnGIhhH744QcbG5t58+bV1tb2eEAA9HENDQ2ZmZk8Hu/u3bvvOgiM/f777/jpvuTk5OHDh7u4uPR4kAD0fXv27ImLi4uOjsZfkwMAAAAGjPdJseTk5KKjo9vb25ctW9Yjf8sHoE959uwZTTx1dfXs7GyE0JQpU8LDw9+jfl1dXQaDsXr16n379t26dQtPPQ/AJyUhIWHHjh0HDhyYMmWKtGMBAAAAetg7v4tFSk9Pd3JyCggI+Pe//92zMQEAABjAXr9+bWNjM3v27AsXLkg7FgAAAKDnvX+KhRA6efLkV199dfny5UWLFvVgTAAAAAYqLpfr4ODQ0dFx//59+NAwAACAAUnuQ3b28/PLyMhYtWrV6NGjzczMeiomAAAAA5JAIFi1atWrV6/++usvyK8AAAAMVO/zLpawsLCwcePGzZ49W9znTT9xhYWFwcHBenp6r169knYsXairqzMwMNi7d2/nTX08ciChjIyML7/80tjYuM9W+CEeP348d+5cVVXVwYMHb9u2rb29/b2r+ngXfJ/qManbsmXL1atX2Ww2dAgAAICB7MM/rdXQ0GBtbT1ixIjy8vIPr22AmTt3Lp7MoKioiLrk0aNH6+vreyWo/6+2tlZPT2/v3r2dN1FHzuPxvv/++6FDhyorK5ubmx8/frzz16gbGhpCQ0NtbGwYDEZwcDBeefHiRSsrKwaDoaOj4+npWVxcTJaPj4+3tbVVUlIyMjLas2dPt5+3po7h6tWrY8aMYTAYdnZ29+7dE95R3IF6vFG3bt3q/Bu3f/9+kTpv374tIyPz9OlTSYIXd6wug+/o6NDT06PRaFpaWuK6sby8PCwsbNq0aevXrxfZVFlZuWTJElVVVSMjo2PHjhEEIUmF1OdR+AtgcnJylZWV4uoRFwPpzZs36urqN2/erK+v//bbb7W0tNLS0sS1pVudL3iKhlBEJUKSHvt07Ny5U0ZGJjo6WtqBAAAAAB9XD6RYBEFUVVWNHj163LhxvZ8k9H07duzoNsVqbm4eNmxYX+s9isjXr1//yy+/NDQ0FBcXr1y5EiH07bffChe4f/++oaHhqFGjTpw4UVBQwOfzCYK4dOmShoZGXFxcS0tLSUmJu7v76NGj8Z1rYmKisrJydHR0Y2Pjr7/+Kicnt2HDBurwKGJISkoKDQ1tbGx8/Pixra2tiooKeStPcaAeb5SPj49IfkWj0UpKSoTrrKurMzIyQgiRKRZF8BTHogj+s88+o7i/X7ly5dixYxFCfn5+wusbGxtHjhw5f/782tratLQ0DQ2N0NDQbiukPo+NjY3q6upkb8ydO1dcVN3GQBDE3r17VVVVJWmLhIQveIqGUEfVJepT8Ik4ceIEQujw4cPSDgQAAAD46HomxSIIorCwUE9Pb+rUqVwut6fqHBjCwsK6TbG8vb0RQn0txRIXeVVVVUREBLnY0dFhamqqq6tLrklOTqbT6YsXL+bxeMI7Llu2bPr06eRiSkoKjUbjcDgEQVhYWKxZs4bctGHDBoRQZmamuNioYzh06BC56caNGwih27dv40VxB+rxRvF4vBkzZuTk5OBMjCCIpqamzknFF198sWnTJuEUiyJ4cceiDt7Hx4f6/r69vV1RUVEkLdm6dau8vHxNTQ1eDAkJkZeXxxcDRYXU5zE0NPTy5csUkYigiIEgCD8/v85hdNkWCQlf8BQNoY6qS92eggHv2rVrsrKyu3fvlnYgAAAAQG/40HexSMbGxr///ntOTs6yZcs+5I2I/qWgoGDKlCnq6uoBAQFnz56tqKjA6+/fv+/g4KCsrGxlZVVYWEiWLy4udnd3Z7FYDAbD3t4ef17J19c3IiICIaShoUGj0Zqbm7ssRkFOTg5/sgkvmpiY4MXm5maKTVwu9/z5805OToGBgWRV4iIXxmKxvLy8yEUZGRlTU1M8FIMQqqmpWbRokYODQ1RUlKKiovCO1tbWSUlJP/zwQ0dHB0EQZ86cCQgIYDKZJSUlOTk5wjOmeHh4IIRiYmLwIpvNtrCwUFRUHDVq1JUrV7qNYe3ateSmR48eDRkyxM7ODiFEcaAeb1RVVdWFCxfGjRsnJ/d/k8rExMS4uroK73vq1CkbGxtLS0vhleKCpzgWdfAyMjIIoYcPHzo5OdHpdEtLy5SUFOEjysrKKikpCa8RCAQRERF2dnZaWlp4zZw5c/h8Pr5QxVVIfR65XO7PP//s7++/Zs2azpd051NMEUNCQgKNRjt58mRtbS2+nt+8eSOuLdjNmzft7OzodLqxsfGRI0fI9V1e8BQNoe6ZLhsiySkY2BISEjw8PDZs2BAcHCztWAAAAIBe0bMZW0pKCoPBWLRoUWtra8/W3DfZ2NjExMRwudzbt29raWnht9HS0tKUlJT27dtXX1/PZrPpdDr6+0/jNjY2M2fOLC8vz8/PNzAwmDhxIq4HTzhBjmKJKyZOfX29qakpeTZra2vxTXlTUxPFpoiICPzUVkBAAN5KETk1U1PTU6dO4Z+//vprhNCePXvGjx+vqKhobm4eHx+PN7W1teFbVXNz86VLl7LZbLw+IyMDIRQYGEhWWFZWhhDy8PAgCOKXX35xdHQsKCiorq6eP3++jIxMl6NbwjFghYWFQUFBBgYGjx49kuRAPduozqZPn15VVUUuPn36dNGiRQKB4OzZs0hoFEtc8O90LOHgV69eraSkFBoaWl5e/vDhQzMzMwaD8ebNG+HyTCZTeOTn8ePHCKFly5aRa2pqatDfj/aJq5C6ew8fPkz+b4dGowUFBZHFujzF1DHgMLocGhJpC0EQUVFRurq6d+7caWlpWb9+PUIoKiqKEH/BUzSEOipx16okp2CgunnzprKy8vLly/HfBQAAAIBPQQ+nWARBpKena2pqTp8+vampqccr71NaWloQQg8ePMCLR44cwSmWhYXFnDlzyGJ+fn5komJtbR0WFobXr1ixgsVi4Z9FUixxxShs3LhROGHGfy3Gp4BiE/7bP5liUURO4e7du2PHjm1vbycIoqOjg8Vi6enpXb58ubGxMSsra+jQoUpKSi9evMCFBQLBggULZGRkGAxGTEwMXonHIqysrMgZBfLz8xFCK1as4PP52traZPqBJ65cunQpRQxYSUkJvptXVFTcunUr3kRxoB5vlIiXL1+6uLiQi62trbNnz66oqCAIonOK1WXwkh9LpDdEUpGHDx/SaLRNmzYJ7yKSliQkJCCEhMvgoenx48dTVEjdvW1tbaWlpf/73/9WrFiBR/bwRBHiTjF1DJ3DENcWHo/HYrFOnjyJF3NzczU1Nc+cOUOIv+ApGkIRFcW1KskpGJCuX7+upKS0fPly8nFZAAAA4FPQYw8KkiZMmBAfH5+bmzt37tzGxsYer7/voNPpurq606ZNCwwMLC0t3bhxo46OTk5OTk5OjrOzM1lM+DGwzMzMdevWpaenL1++PDo6ms/nd1mzhMWE4cnQSMLPSlFsYrFY5M/UkYvD5/ODgoIiIyNlZWURQuXl5dXV1VOnTv38889VVVWtrKwOHDjA4/HIEYzdu3dPnDgxOTmZyWQuWbLk3LlzCCFNTU1vb+/s7Ozvv/++oaGhoKAgNDQUIWRhYfHo0aOqqipTU1P8PNiQIUMQQnl5eRQxYAYGBlwuNykpafLkyfv379+5cyf1gXq8USLOnTuHB6CwwMDATZs2DR48uMte7TJ4CY/VZW8Is7CwMDQ0zMnJ6XIr1tbWhhAS/mxRR0cH6nQtiVRI3b3y8vJ6enouLi7nzp1LSkpSU1Pbt28fQkjcKX6nGChkZGRUV1ePHz8eL5qbm9fW1q5evZrigqdoCEVUklyrIj32Tg3pdy5evPj555/7+Pjg+UKkHQ4AAADQe3o+xUIIWVtbJycnFxYWTp8+HT9FM1Cx2Wx1dfXQ0FBjY+Pg4GCBQPD06VP0z9RFWGlpqYuLi5+fn4uLC3566kOKfTj8ighGHbk4W7du9ff3Nzc3x4tNTU0IIVVVVbKAm5ubrKwsHgSIjo6+evVqQECAg4PDgwcPTE1NN2zYUFlZiRA6fvz4xo0bw8PDhw8ffvDgwbq6OgUFhSVLllRXVyOERB6pevToEUUMJCUlpalTp968eXPMmDGXLl3CK8Ud6GM0ikQQBJvNXrhwIV78448/CIJwcXGh6Ngug5fkWOJ6QxiLxeJwOBQFdHR0EEK1tbXkmvr6enI9RYWSdC9CyMHBISQkpLi4mM/nizvF7xqDOFVVVQghfBRh1Be8uIZQRCXJtUrq9hT0d//5z3+8vb39/f2PHz8u/P8ZAAAA4FPwsf7lMzU1TUlJ4XA4U6ZMKS0t/UhHkToHB4eCgoKDBw9qaWnt2bPn0KFD+E/sxcXFnQs3Nzc7OjoymczMzExPT88uX8qXvFiPo4hcnIMHD06dOnX+/Pl4kSAIfX19OTm5oqIisoy8vDyTycQ3pmFhYRMmTMDr9fT0fvvtNzxWgxBSVlY+cuRIRUVFTU1NcHBwUlJSQECAvr4+k8lECLHZbMljECmgqKi4ePFicgoWcQf6GI0iJSYmmpmZqamp4cVjx44dPHiQ9jc8t7upqamJiQl18N0eq9vewMrKykaMGNHlJgxHW1BQQK558eIFQmjKlCnUFXbbvSQHBwc9PT3ck6irU/yuMYijqamJEDp//rzIeuoLXlxDKKLq9loV1u0p6Nd+/PHHdevW7dixA4/+AQAAAJ+aj/jHxaFDhyYlJQkEAicnJ/wH4wGGx+Pt3r1bSUlp8+bNz58/NzU1TU1NtbOzk5GRiYyMFAgEwoWrq6vv3r1bVFS0atUq8gku8g4Yz/iHFymKUZCXl0cINTc340Uul4v+/ss9xSb8CCK+g6eIvMsjXrp0ycbGBo/M8Pn85OTk3bt3q6qquri4JCcn4+kBEELl5eV1dXX4pl9BQUH43nTo0KGKiooMBkO42oqKioULFzo6OoaEhCCELC0tmUxmYGDgvn37ysrKGhoa7ty5s3XrVooYOodaVFQ0d+5ckZUiB/qojTp37tzSpUvJxdjYWOGBDvJdrGfPnlEHT30sCXsjLS2tvLxceAbCzhQUFLy9vfFfSfCaW7du0el0d3d3CSvssnuFpaamfvPNN0j8Ke42hra2ttbWVopWYLa2tgwGIyoqaseOHZWVlU1NTXFxcTt37pTwghdpCEVU1Ndqtz02MHR0dGzevDkoKOj48eP/+te/pB0OAAAAICU9/G5XJ5WVlZMnT2Yymb///vvHPlYv43K5CgoKJ06c4HA4xcXFJiYmeI6KdevWIYQ8PT2Li4tfvnyJX/ZQV1dftmwZQsjb25vD4bDZbHNzczk5uby8vKSkpJMnTyKE4uPjT58+HRcXJ64YRTCnT59GCB06dKi5ufnMmTPTpk1DCOHX+ik24c8uTZ48uaWlhSLyzl9W3bVrV+drCZ/i/Px8TU1NR0fH169fl5SUODs7z5o1C+8VGxuLENq9e3ddXV1FRYWfn5+ZmRmefPLt27c5OTm7du1isVhbtmxpa2sjj3Xw4EHho8jJySUnJ1PEUFJSoq2tvWLFivz8fA6Hc+jQIQsLi7q6OlwbxYF6vFFYY2OjtrY27uEuCU93QR08xbEogt++fTuewa+8vPzRo0cmJiarV68mjy4QCEpLSxUUFNzc3IQ/aldTU2NoaLhy5crGxsb4+Hg1NbUDBw7gTRQViutePp+/fv368PBwHo9XV1d36tQpHx8fcjIJcaeYIoY3b94MHToUIZSYmNhtW0TGUtTU1PLy8gjKC57iOqGISlxDqE/BgNHQ0ODi4kKn0y9duiTtWAAAAABp+ugpFkEQPB5vxYoVsrKyne/U+zUul3vs2LGdO3dqa2vr6+vv2rUL3zK2t7cHBQWxWCwVFRUvL6+9e/daWlqGhYVxOJxt27apqamZm5tfvXr1/PnzDAZjy5YtHR0dtbW1kydPZrFYkZGRBEGIK0YRTEtLy6JFi5SUlMzMzJKSkvCkCOHh4c3NzeI2XbhwgbwXtLCwoI5c+Fj79+/vfDevrKxMfpM3Ly/P2dlZRUVl8ODBmzdvbm5uJveNjo4eN26cgoKCgYGBr69vdXU1Xi8rKzt06NAvvvgiPT29c+tOnTo1fPhwOp1ua2ubkJBAHUNzc7Ozs7OysjKdTh87dmxISIjw5JbiDvQxGoWdPn3a09OT4twJp1jUwYs7FnXwAoHg9OnTY8aMUVBQMDExOX78OJnbEATh7+8vvFd2dja5qbCwcM6cOcrKyiYmJufOnSPXU1QornsFAsHy5ctVVFRUVVXt7e3xdU59iiliSE1NFY55+PDh3bbl0KFDhoaGKioqs2bNysrKwispLnjqC1Jcz4hrCPUpGBhevnxpZmamq6vbZY8BAAAAnxQa8dGmUhBx+PDhb775ZvXq1WFhYfjRNQAAAAPA/fv3Fy5cqKur+9tvv5HfvAYAAAA+Wb030dOmTZtiY2Ojo6NnzJgh7vUeAAAA/UtUVNSMGTMcHR3v3bsH+RUAAACAejPFQgjNnTv39u3br169cnBwyM3N7c1DAwAA6FltbW1btmzx9PT09/ePiYkRmeUFAAAA+GT19udKrKys0tPTBw8ebGdnh6dhAJJ49uwZTbzFixdLO0AAwKelqKjI0dHxzJkzFy9e3L17N54WFQAAAAAIod57F0tYR0fHrl27du3atWDBgvDwcHV19d6PAQAAwPu5fv26j4+Prq4um802MzOTdjgAAABA39Lbo1iYrKxsSEhIQkJCamoqHteSShgAAADeSWtr66ZNmxYuXOjq6vrgwQPIrwAAAIDOpJNiYdOmTXv48OHo0aOdnJwOHz4sxUgAAAB069WrV05OTmfPnr148WJERISysrK0IwIAAAD6ImmmWAghbW3tuLi4oKAgf3//zz//HGYaBCIKCwuDg4P19PRevXol7VjeU11dnYGBwd69e6UdCAAf5Ndff7WwsOjo6MjOzsYfUgcAAABAl6ScYiGEZGVl//WvfyUkJGRmZpqbm1++fFnaEYE+ZOPGjfv37y8vL++25LFjxzgcTi+E9B4IgujxyQCqqqo8PDzU1NSGDBkSFhZGUbKiouL48ePTp0/fsGGD8Pr4+PjOU6ccOHDgAw8HBp6ysjI3N7dVq1atWbMmJSVl+PDh0o4IAAAA6NOkn2JhU6dOffLkiY+Pj4eHx5IlS2A4C2BxcXGBgYHdFnv79u3Bgwd7IZ73oKmpWVpa+t133/VgnU1NTQ4ODq2tra9evWKz2du3b//xxx/FFQ4MDDxx4kRSUlJ7e7vw+qioKJGSNBrNw8PjAw8HBpiYmJhx48Y9efLkzz//PHDggKKiorQjAgAAAPq6vpJiIYSUlZVDQ0N///339PR0GM4CJG1t7W7LrFu3rrCwsBeC6SN27tz56tWr8PBwTU1NOzu7TZs2bd++XdyzlGfPns3Ozha5M25tbS0uLs7JyeHz+QRBEATR1NTk4uJiYGDwgYcDA0ZlZeWiRYs8PDw+//zznJycqVOnSjsiAAAAoH/oQykWNmvWrNzc3AULFixZsgSGswa8goKCKVOmqKurBwQEnD17tqKiAq+/f/++g4ODsrKylZWVcO5UXFzs7u7OYrEYDIa9vX12djZCyNfXNyIiAiGkoaFBo9Gam5u7LEbBxMSEfFLu2bNnCKH9+/fjRZzqs9lsCwsLRUXFUaNGXblyBSGUn58fEBCgo6NTXFzs6uqqpaWVkZHRuTlcLvf8+fNOTk7CY3HJyclOTk4MBkNHR+err77Czzc+f/5827ZtgwcPLi8v//777wcNGqSnpxcTE9M5WoFAEBERYWdnp6WlhdfMmTOHz+fjTuiSrKyskpKS8JqqqqoLFy6MGzdOTk4Or4mJiXF1de2Rw4EBICYmxszM7OHDh3/++efJkydVVFSkHREAAADQfxB91R9//GFkZKStrR0RESEQCKQdDvgobGxsYmJiuFzu7du3tbS0ysvLCYJIS0tTUlLat29ffX09m82m0+kIoaKiIlx+5syZ5eXl+fn5BgYGEydOxPXgySTq6+vJarssJk5VVRX+C31sbCxeIxAINmzYcPr0aYFA8Msvvzg6OhYUFFRXV8+fP19GRiYzM9Pe3l5WVhYh9PPPP2dkZBgaGsbHx3duTkREBP7sW0BAAK751q1bqqqqsbGxTU1N0dHRDAbDxsaGz+c7ODjgCr/++uusrCwOh+Po6Kiurk6OMpEeP36MEFq2bBm5pqamBiE0d+5cijYymUw/Pz+KAtOnT6+qquq8/v0OB/qvwsJCNzc3GRmZjRs3Njc3SzscAAAAoP/pc6NYJGdn59zc3MWLF/v4+EydOjU3N1faEYEexuVy//rrr6FDhyopKTk5Oe3YsQOv9/Pzmzp16rfffquuru7u7u7t7U3uIhAIFi5cqKOjM3LkyBkzZrx8+bLLmiUsRmKxWEePHkUIkcNoeDRszZo1HR0d33333alTp0aMGDFo0KAjR44IBIKffvopJSXF398fITRhwgRbW9vi4mJ7e/vOzfHy8sIpCkYQxPr161esWOHq6qqiorJkyZKtW7f+9ddfp0+fvnv37ubNmxFC3377rZWVFZPJXLBgAYfDqaysFIkWByn8/CTO4jqXlFxhYaGioiKLxeq86WMcDvRNPB5v165dZmZmL168SExMPHLkCIPBkHZQAAAAQP/Td1MshJCamlpYWNiDBw/4fL61tfWmTZsaGxulHRToMXQ6XVdXd9q0aYGBgaWlpRs3btTR0cnJycnJyXF2diaLWVpakj9nZmauW7cuPT19+fLl0dHRfD6/y5olLCbM3Nx8xowZJ06cwItZWVkTJ05ECD169KiqqsrU1BQ/NzhkyBCEUF5eHkJo0KBBCKHRo0dTNAchJJy3ZGZmFhQUWFhYkGt8fX0RQnFxcejvNIZ8og9/dKhz8G1tbeRWrKOjAyGkoKDQbTPFOXfuXJcTXXykw4E+KDEx0draOjQ0dNu2bdnZ2U5OTtKOCAAAAOiv+nSKhVlZWd27dy88PDwqKsrExCQiIoIgCGkHBXoGm81WV1cPDQ01NjYODg4WCARPnz5F/0xLhJWWlrq4uPj5+bm4uHh4eIi7EiQsJmLz5s2ZmZmpqakIoaioqOXLlyOE8NuAb968ER78ffToEUKo8zzsnZuDEJKR+f+/Za9fv0YItbS0kGv09PSUlZXLyspESlLAmVttbS25pr6+nlz/HgiCYLPZCxcu7J3Dgb6mtLTU29t7xowZw4cPf/LkSUhICEwbCAAAAHyIfpBiIYRoNJq3t/fz58/d3d1XrVo1depU4YevQP/l4OBQUFBw8OBBLS2tPXv2HDp0CI+NFBcXdy7c3Nzs6OjIZDIzMzM9PT1F5m9412KdffbZZyNHjjx27FhDQwOdTsePSDGZTIQQm81+v+aIFNDX10cI4TSSJCcnN2zYMAmDRAiZmZmpqakVFBSQa168eIEQmjJliuSVCEtMTMR19s7hQN/B5/OwRZ8aAAARgElEQVQPHz5sYmKSlpZ28+bN2NhYPE4LAAAAgA/RP1IsTEND4/DhwxkZGW1tbVZWVn5+fpJ8kRb0WTweb/fu3UpKSps3b37+/LmpqWlqaqqdnZ2MjExkZCQeAiJVV1ffvXu3qKho1apVeFoIhBA5PIUHlPAiRTFqNBrt66+/vnz58oEDB1auXIlXWlpaMpnMwMDAffv2lZWVNTQ03LlzZ+vWrQghHCH5sakum4P+ftIPF7OysjI0NLx06VJzczPe682bN42NjfghPR6Ph/5+DK9z/SQFBQVvb++UlBTyU8u3bt2i0+nu7u6SNLOzc+fOLV26VNzWHj8c6AsIgoiJiTE1NQ0KCvL398/NzZ0zZ460gwIAAAAGil6eXqNHdHR0hIeH6+vrq6iohISENDU1STsi8D64XK6CgsKJEyc4HE5xcbGJiUlYWBhBEOvWrUMIeXp6FhcXv3z5Er+Xpa6uvmzZMoSQt7c3h8Nhs9nm5uZycnJ5eXlJSUknT55ECMXHx58+fRq/19RlsW5DampqUldXd3NzE14p8lFjOTm55OTk5ubm2bNnI4SysrKom3Pjxg2E0OTJk1taWgiCiI6ORgjNmzevtLS0rKzM1dV19uzZAoGAx+PhCqOiogQCQVtbG85hTp482XlGzZqaGkNDw5UrVzY2NsbHx6upqR04cABvOnz4MJPJTEtLIwsLBILS0lIFBQU3NzculytSVWNjo7a2No6NJFIJxeFAf5SYmGhjYyMjI7NixYri4mJphwMAAAAMNP0yxcJaWlpCQ0PV1dUHDRoUGhra2toq7YjAu+FyuceOHdu5c6e2tra+vv6uXbtwLtHe3h4UFMRisVRUVLy8vPbu3WtpaRkWFsbhcLZt26ampmZubn716tXz588zGIwtW7Z0dHTU1tZOnjyZxWJFRkYSBCGumCRR+fv7//HHHyIrT506NXz4cDqdbmtrm5CQQBCEnZ0dzrhYLJa/v7+45ly7do3MzSwsLHBtly9fxl/ZMjIyCgoK4vF4BEEIzy7w008/kfUjhI4ePdo5zsLCwjlz5igrK5uYmJw7d45cf+jQISaTmZ6eLtwi4RQxOztbuJ7Tp097enqKVN65EnGHA/3LkydPcOo+c+ZMkSsBAAAAAD2FRvTzqSPq6ur27dt3+PBhIyOj3bt3L168uPMkBAAA8IkrLS3duXNneHi4iYnJjz/++Nlnn0k7IgAAAGDA6k/vYnVJU1MzNDQ0Ly/P2traw8PD0dExOTlZ2kEBAEBfUVNT8913340cOfLWrVu//vrro0ePIL8CAAAAPqp+n2Jhw4YNi4qKysjIUFJSmjp16tSpUxMTE6UdFAAASFN1dfV3331nbGwcHh6+a9euZ8+eeXp6SvhtAAAAAAC8twH1b62NjU1CQkJKSoqqquqMGTPs7e1jY2OlHRToE549e0YTb/HixdIOEICeVFNTExISMmLEiPDwcH9//xcvXvj7+8PXrgAAAIDe0e/fxRInNTV1z549cXFxEydODAwMdHV1hXe0AAADXnV19YEDB44ePcpgMNatW/fNN9+I++IZAAAAAD6SATWKJWzSpEmxsbGpqakaGhrz5s2bNGlSXFzcQM0nAQCgrKxs8+bNQ4YMiYiI+OGHH16/fh0SEgL5FQAAAND7BuwolrCcnJwffvjh8uXLI0eOXLduna+vL51Ol3ZQAADQM/Lz88PCwk6fPq2mprZly5avv/4a/hcHAAAASNEnkWJhOTk5Bw4ciI6O1tLS2rhxo5+fn6amprSDAgCA90QQREJCwv79++Pj401NTb/55pvly5fDC1cAAACA1A3YBwU7s7CwiIiIKC4u9vX13b9/v56enre397Nnz6QdFwAAvJu2traYmBg7OztnZ+e3b99ev3798ePHq1evhvwKAAAA6As+oVEsYc3NzZGRkT///HNBQcHcuXM3bdo0c+ZMaQcFAADdaGxsPHv27P79+ysrKxcsWLB169YJEyZIOygAAAAA/MMnmmJhHR0dV69ePXDgQHp6uq2t7dq1a5cuXaqsrCztuAAAQFRWVtaJEyciIyPl5eV9fX03btxoYGAg7aAAAAAA0IVPOsUi3b9/Pyws7MqVK3Q63dvbe+3ataamptIOCgAAUEtLS3R09IkTJzIyMsaMGbN27dqVK1eqqqpKOy4AAAAAiAUp1v/H4XB+/fXXo0ePvnz5cvz48b6+vl5eXjAxFwBAKvLz83/55ZczZ840NTXNnz/f19d3xowZ8H0/AAAAoO+DFEuUQCBITEw8derUtWvXNDU1fXx8fH19hw0bJu24AACfhLa2tuvXr586derPP//U19dfvXr1unXrtLW1pR0XAAAAACQFKZZYb968OX369JkzZyoqKmbOnOnl5bVo0SJ4UwsA8JFkZ2dHRERERkbW1ta6urquXbvW2dlZRuYTmvcVAAAAGBggxepGe3t7bGzsuXPnbt68SafTFy9evGLFCkdHR3hcBwDQIyoqKiIjI8+dO5ebmztixAhvb28fHx+YygIAAADovyDFklR9fX1MTExERMS9e/cMDQ2/+OKLNWvWjBgxQtpxAQD6pdbW1lu3bp0/f/6///2vsrLyvHnzvL294W0rAAAAYACAFOud5ebm/vrrrxcvXqysrHRwcPD29nZ3d2cymdKOCwDQDxAEkZqaGhERwWazGxsbnZ2dvb29FyxYoKSkJO3QAAAAANAzIMV6T3hWjIiIiCtXrnR0dMyaNcvd3X3BggVqamrSDg0A0Bfl5eXFxMRERkYWFBSYmpouWbLEx8dnyJAh0o4LAAAAAD0MUqwPxeFw/vvf/7LZ7ISEBFlZ2Tlz5ixZssTNzU1FRUXaoQEApC8rK4vNZsfExBQWFg4fPtzd3d3Dw8PS0lLacQEAAADgY4EUq8fU19fHxsbGxMT88ccfsrKyM2fOdHd3X7hwIXwkFIBPEB6zunTp0vPnz42MjBYsWODu7m5vbw+vWgEAAAADHqRYPa+mpubatWtsNjspKUlRUfGzzz5buHDhnDlzNDQ0pB0aAOAjIgjiwYMH169fv3LlyvPnz4cMGeLu7r5kyRJbW1tphwYAAACA3gMp1kdUXV195cqVy5cv37lzhyCIKVOmzJs3z83NDT5kDMBAwuVy//zzz99+++3GjRvl5eXGxsYLFy5csmTJhAkTYMwKAAAA+ARBitUb3r59m5iYGBMTExsby+Fwhg0b5urq6u7uPnnyZPiuKAD9VG1tbVxc3I0bN37//fempqYxY8a4u7u7ublZW1tDZgUAAAB8yiDF6lV8Pv/OnTu//fZbbGxsUVGRjo6Oq6vrvHnzpk+fzmAwpB0dAKB7jx8/vnHjRmxsbFpamqKi4owZM9zc3Nzc3HR1daUdGgAAAAD6BEixpKawsBBPj5GamiojI2NhYeHq6urm5mZlZQVDWwD0KbW1tYmJiQkJCb///ntxcbGWltbcuXPd3NzmzJkD89kAAAAAQASkWNJXWVl569atW7duxcfHV1ZWamtrz5w509nZ2dnZGf4uDoC08Pn8+/fv49/NrKwsGRmZSZMmOTs7z5o1y9bWFv4OAgAAAABxIMXqQwiCyMnJwbd0KSkpra2t48aNw7mWg4MDnU6XdoAADHz5+fn4dzApKam5uXnEiBE4rZo+fTp8WBwAAAAAkoAUq4/icrn37t1LSEhISEjIysqSlZW1sLCYOXOmvb39lClTmEymtAMEYOAoLCxMSUm5d+/eH3/88fr1awaDMWnSpJkzZ7q5uY0ZM0ba0QEAAACgn4EUqx948+ZNYmJicnLynTt3Xrx4IS8vP2HChClTpjg5Odnb26uoqEg7QAD6GYIgnjx5kpycjH+tKioqVFRU8N8vpk6dOmHCBDk5OWnHCAAAAID+ClKsfqa0tPT27dt37txJTk5+/vy5nJzc+PHjnZycpkyZYm9vr66uLu0AAeijOjo6Hj9+jHOqO3fuVFdXq6mpOTg44F8fGxsbSKsAAAAA0CMgxerHqqqq0tPT8fOEWVlZBEEMGzbM3t5+/Pjx48ePnzBhgoKCgrRjBECaGhoaHjx4kJKSkpmZee/evfr6ehUVlYkTJ+Jnbu3s7OTl5aUdIwAAAAAGGkixBojq6urU1NT09PTU1NQHDx40Nzerqqra2NhMmjRp4sSJdnZ22tra0o4RgI+Oz+c/fPgwLS0tPT09LS3t5cuXNBrNxMTEzs5u4sSJkyZNMjc3h8kAAQAAAPBRQYo1AHV0dOTl5aWmpuIbzWfPnuEBrkmTJtna2lpbW1tYWMDcaGBgEAgEBQUFWVlZmZmZaWlpWVlZXC5XQ0PDzs4Op1V2dnYaGhrSDhMAAAAAnxBIsQY+DoeDc6309PQHDx7U1NTQaLQRI0ZYW1tbWVnh/w4aNEjaYQIgET6f/+TJk6ysrOzs7KysrJycnObmZnl5eTMzM5xTTZw4cfTo0TQaTdqRAgAAAOATBSnWJ6e4uDg7OxvfnmZnZ7958wYhZGRkZGVlRWZcBgYG0g4TgP/D5XJzc3PJnCo3N7e1tZVOp48bN468YseOHauoqCjtSAEAAAAAEIIUC3A4nMePH2f+7dmzZwKBgMlkjhgxYsyYMWZmZvi/w4YNk3ak4JPA5/Pz8/OfPHmSl5eH//v8+fOOjg5VVdVx48aNHz8eX5O2traQUwEAAACgb4IUC/xDQ0PDw4cP8/LyHj9+/P/au9umRLk4DOCkNWgWwqgxoNlYQqXZ9/8gPYyKVpgQZoPgs/iwL/4jQ3nfu7Ozblp7/V6cgSM4h6POnGsOHu7u7m5ubt7e3hiGSSQSNLQtlUqXl5elUgn3FsKfm0wm5XKZvmlU1mq12Wy2t7enqmqxWLy6uioUCtfX1/l8Hvf+AQAAwJeAiAW/YFkWDX9vl2zbZhgmlUopiqKqqqIoiqLk83lFUfAcZPg/8/lc1/VqtVqtVjVNK5fLmqbV6/XpdLq7u5vP5ylNFYvFYrGoqiqWUwcAAIAvChELfpthGLe3t/f395VKhYbLT09Ps9mMYRhZlpUlCl2KokQikU03GT7b8/NzdUnTtEqlUqvVxuMxwzCCINDXQ1XV8/PzQqFwcXGBZ7gBAADAt4GIBWvgeV6j0agv0b9o/NwlCMLp6akkSbIsnwZgKe1vwLbteoBhGKZplsvlXq/HMAzLsmdnZ/RfvqBNtxoAAADgL0LEgr9lNBppmlar1R4fH58C2u02HcDz/MnJSTabzeVy2WxWluVMJiOKYjqdjsVim208+GazmWVZpmmapmkYhq7ruq4/PDzout5sNilFsyybzWZPAnK5nKqqoihuuvkAAAAAnw0RCz7bYDD4ELpoyG5ZFo3XGYY5ODiguJXJZI6OjvxtURRlWcZzk9fL87xWq0UTUIZhvLy8+NumabZaLf9z4Tju+PiYInEwUEmStNlLAAAAANgeiFiwRWzbDg7ug2Wj0fA8zz9SEARJkoT3ZFkOVoqiGA6HN3g524C61H6PetXftSxrPp/T8ZFIhLpxtUyn0zzPb/ZyAAAAALYfIhZ8DYvFotVqWZbVbDbfAtrt9uvrq787Go38U0KhUDwej8fjh0scxwmCcBjA8zzHcYeHhyzL7u/v+2U0Gt2SVTpo/cZOp7NYLPyyG2Dbtuu6/q7jOI7jdLtd13WHw2HwrRKJRDKZTLyXSqWSyWQqlZIkSZKkaDS6oQsFAAAA+CYQseBb6ff7fu7qdDrBvLEaSFzXdV33J+9GQSsSidBGNBqlDBY8JhaLfVgNb7XGcRx/mug/a+bzOdU4jhOMUj9pG8uyFBr9lEi7fqqkl4JpKhQK/bIDAQAAAOAPIWLBv44mhTzP63a70+m01+t5ntfv9yeTCZWDwWA8Hg+Hw9FoROWH0z/8iFYD1WroormyYA2tr0glz/M7OzvxeJwm4kKhEMdx4XDYL2nabb39AAAAAABrgYgFAAAAAACwNrhxCAAAAAAAYG0QsQAAAAAAANYGEQsAAAAAAGBtfgBkj24aKS9EMAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(data2)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 INFO:dump blob /tmp/sdatavaultgraphclass/objects/21/ce/\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: PerformanceWarning: \n", + "your performance may suffer as PyTables will pickle object types that it cannot\n", + "map directly to c-types [inferred_type->mixed-integer,key->block0_values] [items->Index(['name', 'value', 'dtype', 'unit', 'description', 'label'], dtype='object')]\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n", + "11:25:56 DEBUG:add '21b83703d98e38a7be2e50e38326d0ce' to vault index\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(data)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb',\n", + " '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'df26fe1945b93a149ee710e8fa887b2e']" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.get_all_node_ids()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('21b83703d98e38a7be2e50e38326d0ce',\n", + " '2689e23926874382b10b95e0f1cd90eb',\n", + " '{\"con_type\":\"parent\"}')]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.get_all_edges()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "! digraph {\n", + "\"2689e23926874382b10b95e0f1cd90eb\" [label=\"sdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.562774+00:00\\nsdata_mtime 2021-01-18T23:25:55.564437+00:00\\nsdata_name otto\\nsdata_parent 21b83703d98e38a7be2e50e38326d0ce\\nsdata_project P1\\nsdata_uuid 2689e23926874382b10b95e0f1cd90eb\\nsdata_version 0.17.0\"];\n", + "\"21b83703d98e38a7be2e50e38326d0ce\" [label=\"sdata_uuid 21b83703d98e38a7be2e50e38326d0ce\\nsdata_name otto\\nsdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.562774+00:00\\nsdata_mtime 2021-01-18T23:25:55.562965+00:00\\nsdata_parent \\nsdata_project P1\\nsdata_version 0.17.0\"];\n", + "\"21b83703d98e38a7be2e50e38326d0ce\" -> \"2689e23926874382b10b95e0f1cd90eb\" [label=\"\"];\n", + "\"df26fe1945b93a149ee710e8fa887b2e\" [label=\"sdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.565163+00:00\\nsdata_mtime 2021-01-18T23:25:55.565292+00:00\\nsdata_name karl\\nsdata_parent \\nsdata_project \\nsdata_uuid df26fe1945b93a149ee710e8fa887b2e\\nsdata_version 0.17.0\"];\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "print(\"!\", dot_str)\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n" + ] + } + ], + "source": [ + "vault.index.drop_db()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.find_neighbors(data.uuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAsAAAALCAYAAACprHcmAAAABmJLR0QA/wD/AP+gvaeTAAAAJ0lEQVQYlWP8////fwbiwGomIhUyMDAwMIwqpo9iFgYGhtVEqj0BAAvPBjJ63HJVAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/26/eb/\n", + "11:25:56 DEBUG:add '2689e23926874382b10b95e0f1cd90eb' to vault index\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/21/ce/\n", + "11:25:56 DEBUG:add '21b83703d98e38a7be2e50e38326d0ce' to vault index\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/df/2e/\n", + "11:25:56 DEBUG:add 'df26fe1945b93a149ee710e8fa887b2e' to vault index\n" + ] + }, + { + "data": { + "image/png": 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x5MgRdO/eHXPmzMHTTz8t30ohLJbUP0IIISoi9U+1kkme6hAVFYWwsDBs3boVzZs3x8yZM/HSSy/B0dHR3KkJIYSopc6cOYNVq1Zh27Zt8PX1xSuvvIJXXnkFbm5u5k5NCFWk/hFCCGEqqX+qnEzyVBWtVot9+/bh448/xuHDh9G1a1e8/vrrePbZZ2U2UgghhGpxcXEICwvD559/jgYNGmDy5Ml488030bRpU3OnJkQ5Uv8IIYSoClL/VJkzVubOwNKVlJTgm2++QadOnTBy5EjY29vj6NGjiIqKwsSJE6XAEUIIYZJWrVph9erVuHr1KmbNmoVt27bhwQcfxLRp03D9+nVzpycEAKl/hBBCVC2pf6qOvJOnkrRaLbZv344lS5bg0qVLGD9+PObOnQs/Pz9zpyaEEKIOycvLwxdffIH3338fycnJeOmllzBv3jx5ZUuYhdQ/QgghaoLUP5Um7+QxlVarxU8//YTu3bvjueeeQ0BAAGJiYvDVV19JgSOEEKLKOTg44NVXX8Xly5exYcMG7N+/H61bt8bUqVORmJho7vREPSH1jxBCiJok9U/lySSPSiTx008/oUePHhg1ahTatm2LmJgY7Ny5E+3btzd3ekIIIeo4GxsbTJw4ERcuXMAnn3yiU+zcuHHD3OmJOkrqHyGEEOYk9Y/pZJJHhe+//x6BgYEYNWoU2rdvj/Pnz2Pnzp3o0KGDuVPT68qVK1i4cCF8fHxw9epVc6dTJdLT0+Hr64vly5cbXKcmt/u///0vXnrpJbRq1apa+6kN6uLxZKr6tL/rkrp67Nra2uLll1/GpUuXsHLlSuzduxdt27bFrFmzcOvWLXOnJ+oQS6t/RP1gKX/b8/LysGXLFgQHB2PRokXmTkcIiyf1jwkoDIqMjGS/fv2o0Wj4zDPP8Pz58+ZOSZURI0bQ1taWABgXF6e63SeffMKMjIzqS+w+pKWl0cfHh8uXLze4jtrtzs/P51tvvcWWLVvS0dGR/v7+XLt2LbVarc56SUlJXLNmDR955BFOmzZNWV5SUkIfHx9qNBp6eHgYzf1///d/2bVrVzo5ObFJkyYcP3484+Pjddb57rvv6OfnRycnJ/bq1YsnTpzQefyXX34hAL0/K1euVNZLTk7mM888QxcXFzZv3pyffvppuXyM9VWWoXE9dOgQe/bsSXt7ezZv3pzLli0rN4Zqtt0YNfnebz8Vje8HH3xg0v6uiNpjT41Fixbp5Gltbc3k5GTlcTXHgjFVNfbG4pg6Lrdv32ZoaCh79OhBJycnLly4UO96ho7dqhib2iQ3N5dhYWFs0qQJ3dzc+P777zMvL8/caQkLZqn1j6gfLKXO3bp1Kxs1akQABs9T1enpp58uV9NoNBra29vT19eXjz76KFesWME7d+6YHLs2XzOI+kPqH4OiZJJHj/j4eD733HPUaDTs3bs3jx8/bu6UTPbOO++YdPLLyclh69atLf4PtprtnjZtGjdv3szbt28zPj6ekydPJgDOmTNHZ73JkyczICCAADh16tRycR577DGjF/3bt29nw4YNuW/fPubm5jIhIYFjxoxh+/btlQvY8PBwhoaGMisri+fPn2fPnj3p7Oysc8H+/PPP652A0Gg0TEhIIElmZWWxbdu2HDlyJNPS0hgZGcmGDRsyNDRUiaOmLzXj+uuvv9LR0ZE7duxgVlYWv/rqK1pbW3P69OkmbbsxavKtin7UjK+a/W2M2mPPmKysLLq7u+vkOmLECJ3HjR0LxlTV2KuJY8q4/Pbbb2zWrBnbtWvHdevW8dKlSywqKjK4HWWP3aoYm9oqJyeHoaGhdHFxoa+vL9evX8+SkhJzpyUsSF2of0T9YCl1bnx8vNkmeUr7d3V1pZubG2NiYnjnzh3evn2b4eHhfOqppwiALVq0YHR0tOqYdeWaQdQdUv+UI5M898rIyODcuXNpb2/Pdu3acefOneZOqdLWrFlj0slv4sSJBGDxf7CNbXdKSgq3bNmis6ykpIQdO3akt7d3ufWLi4tpZ2end5Ln+eefN3rRP27cOA4cOFBn2fHjx6nRaJiZmUmSDAsL03l87969BMAjR46QvPsuh0cffZR//vmnzsVsdna2zoX97NmzaWNjw1u3binLFi9eTBsbG2U8jPVlSNlxDQwM5IsvvqizzvTp0wmAp0+fVr3txqjJ9377UTu+avZ3RUw99ioSGhrK3bt3G3xczbFgTFWNvbE4pozL0aNH6eDgwNGjRzM/P1/VdpQ9dqtibGq7xMREvvzyy2zQoAF79Ohh9PktRF2qf0T9YCl1bm5urlkneUiyTZs2BuuXVatWEQBbtmypemzqyjWDqHuk/lHIJA9JFhYWcv369fTy8mKjRo0YGhqq+gKipsTGxjI4OJhubm588803uXnzZiYlJSmPnzhxgv369aODgwO7dOnCWbNm6Zz8rl27xtGjR7Nx48Z0dHRk3759GRUVRZJ86aWXyr2DITs7u8I2ajRo0ECJV6p9+/Y6fahZJzc3l1u2bGH//v05b948nT6MbbdaTz31FHv16qX3MTc3N72TPC+88AI9PDx45swZ9u/fn/b29gwMDGRERISyzooVK6jRaLh06VIWFxdTq9Vy8uTJOttR9lhbtmwZW7RoobzdMD4+Xmdfl9q8eTPXrl1L8u5FsZeXF4OCgnTWiYyMJAC+++67qvoqVdG4lr4qtWrVKp02ERERBKBsm5ptJ8kdO3awc+fOtLW1Zdu2bXUmL9Tkq6afio5lNeNLqtvfxrZHH33HXkUxcnNz6eXlxRYtWvCFF14o95xUeywY66eqxl7tMWdsXFJTU+nh4cHBgwdX+M6dio5dU8Zm//79fOihh2hvb8+WLVty9erVOm1M3c/m8Ndff/Hxxx8nAA4aNEg+ciPKsYT6R9QPlljnlqrofJGXl1duksdYvxWNhbFx0qeiSR6Synmi9B2t5hxLIaqC1D8yycODBw+ybdu2tLe359y5c1W/w6Cm9ejRg7t27WJeXh6PHDlCDw8P5Y96ZGQk7e3t+cEHHzAjI4M7d+6kg4ODzsmvR48eHDRoEJOSkhgbG0tfX1/27t1bib98+fJys/LG2hiTkZHBjh076kzgpKWlsVevXspJQc06W7ZsUT6aMnfuXGU9NdutVseOHblhwwa9j1U0yWNvb8/Q0FAmJSXx7Nmz7NSpE52cnHj9+nWSdwvokJAQAqC/vz/Hjh1r8BXSK1eucMGCBfT19eW5c+eM5jxw4ECmpKSQJM+fP08AHDdunM46t27dKvdRHmN9GRvX//73vwTA+fPn67S7ceMGATAkJET1tm/evJnBwcG8dOkSU1NTOXLkSFpZWSnvBlKTr5p+KnMs3zu+pLr9rXZ77lX22DMWY/Xq1eU+UrZgwQKlvdpjoabGXk0cNePy2muvEQCXLVvG7t27087Ojv7+/jx06JCyjrFjV+3YbNu2jd7e3jx27Bhzc3M5bdo0AuC2bdtMGrva4sCBA/T396eNjQ1nzZrF7Oxsc6ckagFLqX9E/WCJdS5p/Hyhb5LHWL8VjUVFjxlibJJn9+7dBMCuXbuqyq+6xlKIqlaP65/6O8mTmJioXJw8/fTTvHbtmrlTMqj0rZ6nTp1Sln388cfKH/XAwEAOGzZMp83UqVN1Tn7dunXjmjVrlMcnTZpET09P5f/6/mAba6PGjBkzdCZwSHLhwoXKBI7ada5fv15ukkfNdqsRERHBgIAAFhcX633c2Dt57nX27FlqNBrOnDlTWabVajlq1ChaWVnRycmJu3btKhcrISFBuWi3s7Pj7NmzDeZDkv/88w+HDx+u/P/w4cMEoNMveffjZgDYvXt31X0ZG9e0tDRqNBp27dpV5543sbGxBMBJkyap2vaioiJ6eXnxwoULyrJr164RAMeOHWvS2BgbY1OP5bLjSxrf32q3515ljz01MQoLC5mYmMj9+/dz0qRJtLa2JgDl5sFqjoWaHHu1cSoal5KSEnp6etLHx4e7d+9mVlYWo6Ki2LJlS9rb2/Py5cskjR+7asYmPz+fnp6eXL9+vfJ4dHQ0GzVqxE2bNlVqP9cGxcXFXLduHRs1akRfX19+++235k5JmIkl1T+ifrDUOtfY+YLUP8lTUb8VjYWxcTLE2CRPTEwMAdDNzc1ofmT1XTMIUR3qaf1T/yZ5SkpKuH79erq6urJ169bct2+fuVNSxdvbm87Ozpw3b57yrgHy7kUmAH700Uc663/22Wd6JzsiIyM5fvx42tvb093dXVmu7w+2sTZqlL6d9l5LlizRmcBRs05BQYHOJI+p221IYWEhg4ODK7zhnCmTPCTZvHlzDhgwQPn/e++9x9DQUEZERCjf0vTFF1+Ua5eXl8fw8HA+8sgjBMC3337bYE6LFi3il19+qfx///79et9dUzpuffr0UdWX2nGdNGkSAXDBggXMzMxkbGwsp0yZUq5tRdt++vTpcm/5Lf0JCAgwaWzUjrHaY7ns+JLG97cp20PqP/ZMjUHenRBxdXVl8+bNSao7Fswx9mqPb33jUjrJ++yzz+qs++233xIAZ8yYoerYVTM2x44dIwD+8ccfevOrzD6qTdLS0vjaa6/RysqKAwcO5N9//23ulEQNsdT6R9QPlljnGjtfkPoneYz1a2gsjD1miLFJntJ3uTo7O6vKr7quGYSoTvWs/omyQj0SFRWFPn36YPr06Zg8eTLOnTuHESNGmDstVXbu3Al3d3eEhoaiVatWWLhwIbRaLS5cuAAA8PT0rLB9YmIihg8fjqlTp2L48OEICQkBySpvU12srHQPVbXbbczs2bMxa9Ys+Pv731ece3l6eiIzMxMAsGPHDnz33XeYO3cugoKCcOrUKXTs2BHTp09HcnKyTjt7e3sMGDAABw4cgJ+fH7Zv3643Pkns3LkTTz75pLKsSZMmAIC0tDSddTMyMnQeN9aX2nFdu3YtZsyYgc8//xxt2rTBqlWrkJ6eDltbWzzzzDOqtj01NRUAcP36dZDU+Tl37pzqsVEzxqYcy/rGtyKl+9uU7QH0H3umxgCAoKAgLF68GPHx8SgqKlJ1LNTk2KuJY2xcsrOzAQAuLi466z7xxBNo0KABYmNjVR27asYmJSUFwP/ti7Iqs49qk0aNGmH16tU4cuQIUlJS0LVrVyxevBgFBQXmTk1UI0uuf0T9YIl1rrHzRWX7NTQWxh6rrL///hsA0L59e1X5VWabhDC3+lb/1ItJnszMTLz66qvo2bMnnJyccO7cOaxevRpOTk7mTk21oKAgXLp0CatWrYKHhweWLVuGsLAw2NraAgDi4+MNts3JyUFwcDDc3Nxw+vRpjB8/Hvb29hX2V5k2NUnNdhuzatUqDBgwACNHjlSWVcUJ6caNG3jwwQcBAGvWrMFDDz2kPObj44M9e/YgLy8P4eHhetvb2dlh9OjRKC4u1vv4r7/+ik6dOsHV1VVZVvr/S5cu6ax7+fJlAED//v1V9aV2XB0dHfHxxx/j5s2buHXrFhYuXIjw8HDMnTsXTZs2VbXtbm5uAO4WLGrpGxtj/Zh6LOsb34qU7m9TtsfQsVeZMQHu/n3w8fGBjY2NqmOhpsZebZxShsaladOmsLa2RlxcnM76NjY2cHNzQ5MmTVQdu2rGplGjRgCAr7/+Wm+Myu6j2iY4OBhRUVF45513sGLFCnTp0sXgPhOWqy7UP6J+sMQ619j5orL9GhoLY49V1hdffAEACAkJqZPXDELcq77UP3V+kufgwYMICAjAd999hy+++AL/+c9/0KFDB3OnZZL8/HwsXboU9vb2eP3113Hx4kV07NgRJ0+eRK9evWBlZYWtW7fqnclPTU1FREQE4uLiMGXKFDRo0EB57N4JDY1Go7NMTRs1bGxsANw9AZTKy8tTclO7TlFREQAoF4Zqtrsi27dvR48ePZR3axQVFeHo0aNYunSpSdtXVmRkJJKSkvDcc88BuDtpUvaCsmXLlrCzs6uwyI6LizP4KuuXX36JsWPH6iyztbXFxIkTcfz4ceVdRHPCMUUAACAASURBVADwyy+/wMHBAWPGjFHVV2XG9ebNm3jyyScRHByMxYsX6+RU0bZ36dIFbm5umD9/Pj744APcuHEDt2/fxrFjxzB79mxV+arpx9RjWd/4GnLv/la7PRUde5Udk5MnT+Lf//63Mh7GjoWaGnu1cYyNi4uLC4YPH46jR4/ixo0bSpukpCSkp6dj5MiRqo5dNWNTejG8bds2vPPOO0hOTkZ2djb27duH9957r9JjVxvZ2Nhg7ty5iI2NRUBAAAYOHIiJEycq75wSlq0u1D+ifrDUOtfY+QIoX78a67eisajoscoKCwvDvn370KFDB7z66qtmvWYQoqbUi/qnej4GZn5ZWVl88cUXCYDjx49nenq6uVOqtLy8PNra2nLdunXMzMxkfHw8O3TooNzg7NVXX1W2Mz4+nv/88w+HDBlCAHR3d+e4ceMIgBMnTmRmZiZ37txJf39/WltbMyYmhuHh4Vy/fj0B8NChQ9y4cSP37dtntI0aGzduJACGhYUxJyeHmzZtUu7JUXpjOjXr7N27lwDYt29f5ubmqtru0q+CLKv0fj/6fn7++WdlPa1Wy8TERNra2vKJJ54o95XPixYtUr7ZKCkpiefOnWOHDh34wgsvKOv89NNPBMClS5cyPT2dN2/e5NSpU9mpUycWFBQwISGBXl5enDRpEmNjY5mZmcmwsDAGBgbqPWazsrLo5eWljMG9bt26xWbNmnHy5MnMysrioUOH6Orqyg8//JAkVfelZlzv3LnDP//8k0uWLKGnpyffeOMNFhYW6uRjbNtJctWqVeX2gbW1NY8ePao6X2P9lH6eX82xXNH4qtnfFW2P2mOvohhFRUWcNm0aP//8c+bn5zM9PZ0bNmzg888/r3MTbGPHQk2Nvdo4asYlNjaWjRo1YnBwMK9du8aEhAQOGTKEgwcPNunYVTM2oaGh5fJwdXVlTEyMqv1sqXbu3MnGjRuzdevWFr8t9Vldqn9E/WDJda6x88WPP/6o1K85OTlGa5IDBw4YHAtj46RPfHw83dzc6ObmxsuXL7OgoIDZ2dk8duwYx4wZQwAMDAzk1atXSVJVzVRdYymEudTB+qdu3nj5+PHjfPDBB+np6cndu3ebO537lpeXx08//ZTvvfcevby82LRpUy5ZskS5qCsuLuaCBQvo6elJZ2dnPvfcc1y+fDm7dOnCNWvWMDMzk2+++SZdXV3p7+/P7777jl9//TWdnJz4xhtvsKSkhGlpaezbty89PT25detWkjTaRo3c3Fw+9dRTtLe3Z6dOnRgeHs6lS5eyd+/e/Pzzz5mTk2N0nW+++Ubn5BkYGKh6u8tauXKlwYtJR0dH5ufnK+uW3hD63p8zZ84oj2u1Wm7cuJF+fn60tbVlhw4duHbtWp2LbZLcsWMHO3fuTFtbW/r6+vLll19mamoqSTInJ4dDhgyho6MjHRwcGBAQwMWLFxv8ir+NGzdy/PjxBsf7ypUrHDZsGB0dHdmhQwedmwer7UvNuDZo0IAtW7bks88+y99//91gPhVte6kNGzawTZs2dHBwYM+ePXn48GGTx8ZYP2qP5YrGV+3+NrQ9phx7hmJotVpOmDCBzs7OdHFxYb9+/ZTna1kVHQs1NfZq4pgyLjExMRwyZAidnZ35wAMP8PXXX2dOTo7yuNq/CWrGJiwsjM2aNaOzszMHDx7MqKgoVWNn6ZKTkzlq1ChqNBq+/PLLOuMrar+6Vv+I+sGS61zS8PniwIEDOue0pk2bGu33zp07BsfC2DiV9fTTT+s9t9rb27NZs2YcNWoUt2zZwqKiIp125hxLIcyljtU/URqy7ryXLi8vD++++y5WrFiBYcOGYePGjfDx8TF3WkIIIYRF2bVrF1555RU0bNgQX375JYKCgsydkqiA1D9CCCHE/asj9c+ZOnNPnsjISHTp0gXr16/Hl19+iX379kmBI4QQQlTCmDFjcObMGbRq1QqPPPII3nrrLeXeEqJ2kfpHCCGEqBp1pf6x+EkeklixYgWCg4PRqlUrREdHKze9FUIIIUTlNG/eHL/88gvCwsKwatUq9O/f/76+0VBULal/hBBCiKpXF+ofi57kycrKwjPPPIMFCxZg4cKF2L9/P3x9fc2dVp33999/Q6PRGP0ZPXq0uVMVQghxHzQaDaZNm4aoqCjcuXMH3bp1w/79+82dVr0n9Y8Q1UfqXCGEpdc/FntPnqioKIwZMwYFBQXYvn27pX5eTgghhLAIeXl5eO211/D5559jxowZWLlyJWxsbMydVr0j9Y8QQghRcyyw/rHMe/Js2bIFQUFBaNGiBf744w8pcIQQQohq5uDggI0bN+LLL7/Epk2bMGjQINy4ccPcadUrUv8IIYQQNcsS6x+LmuTJzs7G2LFjMWXKFMybNw+HDx9GkyZNzJ2WEEIIUW9MnDgRJ06cQFJSErp3747w8HBzp1TnSf0jhBBCmJcl1T8WM8mTmJiI/v3749dff8W+ffvw9ttvw8rKYtIXospduXIFCxcuhI+PD65evWrudIQQ9UiXLl1w+vRpPPzwwxg8eDA++eQTc6dUZ0n9YxpLPzemp6fD19cXy5cvN3cqQgghyrCU+sciqoTff/8dPXr0QElJCU6dOoWhQ4eaOyUhzK70M6FJSUkmtfv000+RmZlZTVnVPfrGS8ZQCMDFxQXbt2/Hhx9+iNdffx1Tp05FcXGxudOqU6T+MZ2lnRv19UsSGo2mxnMpVVBQgEWLFqFVq1ZwcnJCQEAAPvvsM5S9jWdKSgpCQkLg6uqKFi1aYM2aNZWKc/PmTaxduxYDBw7E9OnTTcrVWA73G19N261bt6Jbt25wdnaGt7c3JkyYgISEBADAnj17VN3EWaPRoKioSPWYff/99+jUqROcnZ3Ru3dv/Pbbb0a3RW1sAHj77bd1crOxsUFKSorRPtS0q87YwN0b07///vvo2bMnnJ2d8dZbb5kUx5TjpaK+TNlH+fn5ePzxxyvsS82xrmadmo5dF1lE/cNabvfu3XR0dOTQoUOZmZlp7nSEqFXeeecdAmBcXJyq9XNycti6dWtmZGRUb2J1hL7xkjEUorxdu3bRwcGBQ4cO5e3bt82dTp0g9U/lWcq5sbaeT6ZNm8bNmzfz9u3bjI+P5+TJkwmAc+bMUdbJyspi27ZtOXLkSKalpTEyMpINGzZkaGioSXFIcvLkyQwICCAATp06VXWeanK4n/hq2m7fvp0NGzbkvn37mJuby4SEBI4ZM4bt27enVqvl1q1bOWHCBKakpFCr1TI1NZUA+Nhjj5Eki4uL+ccff/DBBx9kRkaGqjELDw9naGgos7KyeP78efbs2ZPOzs5MTk6ucFvU7o+srCy6u7sTgPIzYsQIo2Olpl11xibJ3377jc2aNWO7du24bt06Xrp0iUVFRSbFUXu8VNSXqfsoLy9POSYMbb+xY13t86EmY9cHtbT+iarVkzxhYWG0srLiyy+/rPMEFULctWbNGpMK2YkTJxJArSsoayt94yVjKIR+J0+e5AMPPMCAgABeu3bN3OlYNKl/7o+lnBtr4/kkJSWFW7Zs0VlWUlLCjh070tvbW1k2e/Zs2tjY8NatW8qyxYsX08bGhnFxcarjlCouLqadnZ1JkzDGcrjf+Grajhs3jgMHDtRZdvz4cWo0GmZmZnLTpk1MT09XHis7yVNqy5YtjIqKUjVmYWFhOuvs3buXAHjkyBGD22DK/ggNDeXu3bsNxjJETbvqjH306FE6ODhw9OjRzM/Pv6/+jR0vxvoydR8Zm+RRc6yb8nyoqdj1RS2sf2rnJE9BQQEnTZrEBg0acPXq1eZOR4gaExsby+DgYLq5ufHNN9/k5s2bmZSUpDx+4sQJ9uvXjw4ODuzSpQtnzZqlU8heu3aNo0ePZuPGjeno6Mi+ffsyKiqKJPnSSy/pvHIBgNnZ2RW2UePvv//mnDlz6OXlxRs3bnDhwoX08PCgt7c3d+7cqaxXUT+XL1/m/Pnz6e3tzStXrvCjjz5is2bN6OHhwU8++YQkuXr1ajZr1ozOzs6cPXt2uTx27NjBzp0709bWlm3btlV1Ej9y5Aj79+9PR0dHPvDAA3zllVeUYlvfeI0bN07vGBqLJUR9ceXKFfr5+dHb25unTp0ydzoWR+of/Szx3Fhq//79fOihh2hvb8+WLVsq+1Vfv6UX4v379+e8efNImu/8WNZTTz3FXr16kbw7OeDl5cWgoCCddSIjIwmA7777rqo4Zbm5uamehKlMDqbEV9t2xYoV1Gg0XLp0KYuLi6nVajl58mRl/5V9F56hSZ47d+6woKBAb99lx6zspMKyZcvYokUL5uXlKcvOnz9PDw8PLl26tMLtKhs7NzeXXl5ebNGiBV944QW9x7y+2GraqVlHHzXtUlNT6eHhwcGDBxucGDe1f0P7XE1favbRvSqa5FFzrKt9PpTdd1UZu76rZfVP7ZvkycnJ4aOPPkoXFxfu27fP3OkIUaN69OjBXbt2MS8vj0eOHKGHh4dSyEZGRtLe3p4ffPABMzIyuHPnTjo4OOgUsj169OCgQYOYlJTE2NhY+vr6snfv3kr85cuXl3vV0FgbY4KCgtigQQMC4GuvvcaoqChmZmYyODiY7u7uygmwon6GDh1KGxsbAuC8efMYGRnJjIwMjhgxglZWVpw/fz4PHDjAO3fuKG/DDw8PV3LYvHkzg4ODeenSJaampnLkyJG0srLi6dOnDeb9yy+/0MXFhT/99BOzs7O5Y8cOOjk5sUePHkrO+sZL3zI1sYSoLzIyMjho0CA6OTnx0KFD5k7HYkj9Y5glnhtJctu2bfT29uaxY8eYm5vLadOmEQC3bdumt98tW7YoHyWZO3cuSfOcH/Xp2LEjN2zYQPLuhWLpCx/3unXrltGP39wbpyxTJmEqk0N1TPIUFhYyJCSEAOjv78+xY8fqvMBVlqFJnooYGrMrV65wwYIF9PX15blz53Qei46OZsOGDblkyRKTYq9evVpn4lGj0XDBggVGY6tpp2YdfdS0e+211wiAy5YtY/fu3WlnZ0d/f3+dc5Cp/Rva52r6KlXRPrpXRZM8ao51tc+HsvuuKmOLWlX/1K5JnqysLAYHB7Nx48aVerVECEuWm5tLADqzvx9//LFSyAYGBnLYsGE6baZOnapTyHbr1o1r1qxRHp80aRI9PT2V/+srZI21UaP0VdOEhARl2YcffkgAvH79uqp+SovTixcvKst++uknAuDevXuVZRcvXiQArlu3jiRZVFRELy8vXrhwQVnn2rVrBMCxY8fqzVer1bJt27acPn26zvLSHNauXUtS3SSP2lhC1CeFhYV89tlnaW9vr/P8FfpJ/WOYpZ4b8/Pz6enpyfXr1yvLoqOj2ahRI27atMlgv9evX9eZ5CFr9vyoT0REBAMCAlhcXEySPHz4MAFw5syZOusVFxcTALt3764qTlmmTMJUJofqmOQh79YBo0aNopWVFZ2cnLhr1y6DcUyd5DE0ZgkJCcpkhZ2dHWfPnm1wXE2JXVhYyMTERO7fv5+TJk2itbU1AfDTTz+tMJaadtUVu6SkhJ6envTx8eHu3buZlZXFqKgotmzZkvb29rx8+XKl+te3z9X2RVa8j0onBo39bNu2TdWxXtnnZHXGrq9qSf1TeyZ5MjIy2Lt3bz7wwAMVznQKUZd5e3vT2dmZ8+bNUyZHSPLs2bMEwI8++khn/c8++0ynkC0VGRnJ8ePH097enu7u7spyfQWlsTZqvP/++wTA1NTUSuem7x4K4eHhBMADBw4oy+Li4ghAeZv66dOnDZ4cAwIC9OZ76tQpAuDGjRt1licmJuoUX2omedTGEqK+KSkp4ZQpU2hra1upj4fUF1L/GGeJ58Zjx44RAP/44w+D6+jrt6CgoNwkT02eH8sqLCxkcHAwo6OjlWX79+8nAM6fP19n3dLc+/TpoypOWfouqiMiIsrlPnPmzErlYEp8NW1LvffeewwNDWVERAR9fHyo0Wj4xRdf6F3XlEkeY2OWl5fH8PBwPvLIIwTAt99+22hMtbFLRURE0NXVlc2bN1cdW227qopdOjH67LPP6qz37bffEgBnzJhRqf717XNT+1K7jyp6J4+aY70yz4fqjl2f1YL6J6pWfIV6RkYGhg4diqtXr+LXX39FQECAuVMSwix27twJd3d3hIaGolWrVli4cCG0Wi0uXLgAAPD09KywfWJiIoYPH46pU6di+PDhCAkJ0fvVmPfbpiwrK+N/Soz1oyaGPqmpqQCA69evg6TOz7lz5/S2uXbtGgAgNzdXZ7mPjw8cHR1x48YN1f1XZSwh6hIrKyts2rQJr7zyCkJCQrBlyxZzp1TrSP2jjiWeG0u/krn0HKWWvnNhTZ4fy5o9ezZmzZoFf39/ZVmTJk0AAGlpaTrrZmRk6DxuLM79qEwO1WHHjh347rvvMHfuXAQFBeHUqVPo2LEjpk+fjuTk5PuKbWzM7O3tMWDAABw4cAB+fn7Yvn17lcUuFRQUhMWLFyM+Ph5FRUWq46tpV1Wxs7OzAdz9Wut7PfHEE2jQoAFiY2OrrH9T+7qffVRKzbFe2edDdcauz2pD/WP2SZ6UlBQMGDAAN2/eREREBPz8/MydkhBmExQUhEuXLmHVqlXw8PDAsmXLEBYWBltbWwBAfHy8wbY5OTkIDg6Gm5sbTp8+jfHjx8Pe3r7C/irTpjKqsx83NzcAdy8C1GratCkAKBcI97K2tkbr1q3NEkuIukaj0SAsLAwzZ87ElClTsHnzZnOnVGtI/aOeJZ4bGzVqBAD4+uuvTWpXlSpzfrzXqlWrMGDAAIwcOVJZRhKdOnWCq6srLl26pLP+5cuXAQD9+/dXFUeNoKCgchNUYWFhJudgany11qxZg4ceekj5v4+PD/bs2YO8vDyEh4erjlOWKWNmZ2eH0aNHo7i4uMpjA3fHyMfHBzY2NiqzV9+uKmI3bdoU1tbWiIuL01nHxsYGbm5uFU5CmNp/ZfsydR/dS82xXtnnQ3XGru/MXf+YdZInOTkZDz/8MHJzcxEREYEHH3zQnOkIYVb5+flYunQp7O3t8frrr+PixYvo2LEjTp48iV69esHKygpbt26FVqst1zY1NRURERGIi4vDlClT0KBBA+Wxe0/cGo1GZ5maNmpzB4CSkhJlWWmexcXFqvopfRVFXwxDcQGgS5cucHNzw/z58/HBBx/gxo0buH37No4dO4bZs2frzbdr165o1qwZtm/fjpycHGX59evXkZWVhZCQEADlx0vfMrWxhKivNBoNPvzwQ8ybNw8vvfQSNm7caO6UzE7qH/Us9dzYs2dPODk5Ydu2bXjnnXeQnJyM7Oxs7Nu3D++9957efoH/OxfeezFYk+fHUtu3b0ePHj3w5JNPKjkcPXoUS5cuha2tLSZOnIjjx48jMzNTafPLL7/AwcEBY8aMURXnfpiSQ3WytbUtd/HbsmVL2NnZwcnJqVIxKzNmcXFxGDFiRLXEPnnyJP7973+buBXq2lVFbBcXFwwfPhxHjx7Vefd0UlIS0tPTdSaz7rf/++lL7T4qS82xXtnnQ3XGFmauf6r582AG3b59m926dWPbtm2ZmJhorjSEqDXy8vJoa2vLdevWMTMzk/Hx8ezQoYNy48dXX32VADh+/HjGx8fzn3/+4ZAhQwiA7u7uytd7T5w4kZmZmdy5cyf9/f1pbW3NmJgYhoeHc/369QTAQ4cOcePGjdy3b5/RNsbk5+dz6NChyg3itFotCwsLOWbMGALg+vXreebMmQr7OXjwIJ988knl3jYlJSUsKirim2++SQCcM2cOi4qKqNVqlW0YOXKk8hWVq1atKveZemtrax49etRg3jt27CAA/r//9/+YmJjIGzdu8PHHH+fQoUOp1WpJstx4Xb9+Xe8yNbGEEHdvINugQYN6fY8eqX9MY6nnRpIMDQ0td25ydXVlTEwMSf3nmL179xIA+/bty9zcXBYUFNT4+XHJkiUG7+Xz888/k7z7zTrNmjXj5MmTmZWVxUOHDtHV1ZUffvihSXHIuzcuTkxMpK2tLZ944gmDXzNdlpoc7ie+mralN8BeunQp09PTefPmTU6dOpWdOnUq95XoJSUlPHToEIG738SVnp5erj9jY5aQkEAvLy9OmjSJsbGxzMzMZFhYGAMDA3Xi/fnnn2zYsCGXLVumOnZRURGnTZvGzz//nPn5+UxPT+eGDRv4/PPP69QyZWOraac29urVq+nm5sbIyEiT2sXGxrJRo0YMDg7mtWvXmJCQwCFDhnDw4MEmxVGzz431pXYf3auie/KQ6o51NevoOy6qKraoWA3XP+a58XJBQQGHDBlCT09PxsbGmiMFIWqdvLw8fvrpp3zvvffo5eXFpk2bcsmSJcrJp7i4mAsWLKCnpyednZ353HPPcfny5ezSpQvXrFnDzMxMvvnmm3R1daW/vz+/++47fv3113RycuIbb7zBkpISpqWlsW/fvvT09OTWrVtJ0mgbYx5++GGdQmHFihXs1auXzrJPPvmkwn6GDx+us/4777zD8ePH6ywLCQlRvmGk9OfeE+KGDRvYpk0bOjg4sGfPnjx8+LDR3Hfv3s3AwEDa2dmxefPmXLBggVIYk9Q7XvqWqYklhLhr5syZtLW1NffXi5qF1D+ms9RzY6mwsDA2a9aMzs7OHDx4sM63p5Xt9/vvv9c5xwUGBvKxxx6r0fPjypUrDU4EODo66pzXrly5wmHDhtHR0ZEdOnTgl19+Wak4pd/Qee/PmTNnVI1vRTlURXw1bXfs2MHOnTvT1taWvr6+fPnll3W+iKJUmzZtysW692vI1YxZTk4OhwwZQkdHRzo4ODAgIICLFy9mdna2Tl9nz56lu7u7cjGvJrZWq+WECRPo7OxMFxcX9uvXT6fOMRRbTTu1scPCwujm5sbff//dpHYkGRMTwyFDhtDZ2ZkPPPAAX3/9debk5JgcR80+r6gvtfvIVGqOdWPrlN13VRlbGFeD9U+UhjTxcxn3SavVYty4cfj5559x5MgRdO3atSa7F0IIIYQZabVajB07FgcPHqxXdYDUP0IIIUT9VYP1z5kavyfPrFmz8MMPP2D37t1S4AghhBD1jJWVFb755hv06tULjz32GK5evWrulGqE1D9CCCFE/VWT9U+NTvL8z//8Dz7++GN88803GDx4cE12LYQQQohawtbWFrt370aTJk0wePDg+/6q4dpO6h8hhBBC1FT9U2OTPLt378aiRYvw8ccfy124hbAAf//9NzQajdGf0aNHmztVIYQFcnV1xb59+1BSUoJnnnmmUl8tawmk/qlb5NwohBDiftRE/VMj9+SJjY1Fz549MWHCBKxZs6a6uxNCCCGEhYiOjkafPn3wyiuvYOXKleZOp0pJ/SOEEEIIfaqx/jlT7ZM8d+7cQa9eveDk5IRjx47Bzs6uOrsTQgghhIXZtm0bxo8fjx07dtSZd7tI/SOEEEKIilRT/XPGuqoiGfLqq68iKSkJp0+flgJHCCGEEOWMGzcOERERmDJlCjp16gQ/Pz9zp3TfpP4RQgghREWqq/6p1nvylN5kcOvWrWjZsmV1diVEvXPlyhUsXLgQPj4+tfrbafLy8rBlyxYEBwdj0aJF5k5HCFFLrV69GoGBgXjqqaeQnZ1t7nTui9Q/NctSzoeVkZ6eDl9fXyxfvtzcqQghhKgG1VH/VNskT2RkJObMmYN3330XQ4cOra5uhKi3ZsyYgZUrVyIpKcmkdp9++ikyMzOrKavyfvjhB7zxxhs4fvw4auAWYOWMHj263A0xrays4ODggGbNmmHQoEFYuXIlcnNzTY5d02MpRF1mY2ODrVu3Ii0tDf/617/MnU6lSf1T8yzlfKiGvpxIQqPRmCkjoKCgAIsWLUKrVq3g5OSEgIAAfPbZZ+XO6SkpKQgJCYGrqytatGhR7j5UauPcvHkTa9euxcCBAzF9+nSTcjWWw/3GV9N269at6NatG5ydneHt7Y0JEyYgISEBALBnzx5VN+7WaDQoKipSPWbff/89OnXqBGdnZ/Tu3Ru//fab0W1RGxsA3n77bZ3cbGxskJKSYrQPNe2qMzYAZGVl4f3330fPnj3h7OyMt956S3UctWN0+PBhPPTQQ3BwcECLFi2wfPlynXVMGWsAyM/Px+OPP17h9qs51tWsU9OxRXnVUv+wGuTl5bF9+/YcOnQoS0pKqqMLIQTJd955hwAYFxenav2cnBy2bt2aGRkZ1ZtYGfHx8QTAhQsX1mi/9/bv6upKNzc3xsTE8M6dO7x9+zbDw8P51FNPEQBbtGjB6Oho1THNNZZC1HU///wzNRoNd+/ebe5UTCb1j/lYyvmwIrUxJ5KcNm0aN2/ezNu3bzM+Pp6TJ08mAM6ZM0dZJysri23btuXIkSOZlpbGyMhINmzYkKGhoSbFIcnJkyczICCAADh16lTVearJ4X7iq2m7fft2NmzYkPv27WNubi4TEhI4ZswYtm/fnlqtllu3buWECROYkpJCrVbL1NRUAuBjjz1GkiwuLuYff/zBBx98kBkZGarGLDw8nKGhoczKyuL58+fZs2dPOjs7Mzk5ucJtUbs/srKy6O7uTgDKz4gRI4yOlZp21RmbJH/77Tc2a9aM7dq147p163jp0iUWFRWpjqNmjH799Vc6Ojpyx44dzMrK4ldffUVra2tOnz7d5LEulZeXpxwThrbf2LGu9vlQk7FFxaqw/omqlkmeuXPn0tXVlfHx8dURXgjx/1uzZo1JRe3EiRMJoMYLyNzcXLNO8pBkmzZt6OHhofexVatWEQBbtmypemzMNZZC1AcvvPACPT09mZKSYu5UTCL1j/lYyvmwIrUxp5SUFG7ZskVnWUlJCTt27Ehvb29l2ezZs2ljY8Nbt24pyxYvXkwbGxvGxcWpjlOquLiYdnZ2Jk3CGMvhfuOraTtu3DgOHDhQZ9nx48ep0WiYmZnJTZs2MT09XXms7CRPqS1bOd5YQAAAIABJREFUtjAqKkrVmIWFhemss3fvXgLgkSNHDG6DKfsjNDS0UhedatpVZ+yjR4/SwcGBo0ePZn5+vslx1I5RYGAgX3zxRZ31pk+fTgA8ffq0ycc+aXySR82xbsrzoaZiC+OqqP6p+kmes2fP0sbGhp999llVhxaizouNjWVwcDDd3Nz45ptvcvPmzUxKSlIeP3HiBPv160cHBwd26dKFs2bN0ilqr127xtGjR7Nx48Z0dHRk3759GRUVRZJ86aWXdF6pAMDs7OwK25hi//79fOihh2hvb8+WLVty9erVymN5eXnlJnmM9VvRWBgbJ30qmuQhyccff5wAlFchzDmWQtR3mZmZ9PX15aRJk8ydimpS/1QtSzwfXr58mfPnz6e3tzevXLnCjz76iM2aNaOHhwc/+eQTkuTq1avZrFkzOjs7c/bs2UpbfTmVXhz279+f8+bNu+8+Su3YsYOdO3emra0t27ZtW6mL7Keeeoq9evUiefeC1cvLi0FBQTrrREZGEgDfffddVXHKcnNzUz0JU5kcTImvtu2KFSuo0Wi4dOlSFhcXU6vVcvLkycr+y8zM1Fnf0CTPnTt3WFBQoLfvsmNWdgJj2bJlbNGiBfPy8pRl58+fp4eHB5cuXVrhdpWNnZubSy8vL7Zo0YIvvPCC3ueDvthq2qlZRx817VJTU+nh4cHBgwfrvHOnKvq/d4xK36m+atUqnXUiIiIIQNnvxuKUVdEkj5pjXe3zoey+q8rYonKqqP6p2kmeoqIiduvWjQ8//DC1Wm1VhhaiXujRowd37drFvLw8HjlyhB4eHkpRGxkZSXt7e37wwQfMyMjgzp076eDgoFPU9ujRg4MGDWJSUhJjY2Pp6+vL3r17K/GXL19e7lVCY23U2LZtG729vXns2DHm5uZy2rRpBMBt27aR1D/JY6zfisaioscMMTbJs3v3bgJg165dVeVXXWMphLhr79691Gg0PHDggLlTMUrqn6pniefDoUOH0sbGRrm4i4yMZEZGBkeMGEErKyvOnz+fBw4c4J07d5SPl4WHhxvMacuWLcpHSebOnVslfWzevJnBwcG8dOkSU1NTOXLkSFpZWfH06dMm7Z+OHTtyw4YNJO9eKALguHHjdNa5deuW0Y/f3BunLFMmYSqTQ3VM8hQWFjIkJIQA6O/vz7Fjx3Lnzp0G4xia5KmIoTG7cuUKFyxYQF9fX547d07nsejoaDZs2JBLliwxKfbq1at1Jh41Gg0XLFhgNLaadmrW0UdNu9dee40AuGzZMnbv3p12dnb09/fnoUOH7rv/e8fov//9LwFw/vz5OuvcuHGDABgSEqIqTlkVTfKoOdbVPh/K7ruqjC0qrwrqn6qd5FmyZAkdHBwYGxtblWGFqBdKP9J06tQpZdnHH3+sFLWBgYEcNmyYTpupU6fqFLXdunXjmjVrlMcnTZpET09P5f/6ilpjbYzJz8+np6cn169fryyLjo5mo0aNuGnTJpL6J3kq6reisTA2ToYYm+SJiYkhALq5uRnNj6yesRRC6AoJCWHz5s2ZlZVl7lQqJPVP1bLU8yH5f/cGunjxorLsp59+IgDu3btXWXbx4kUC4Lp16yrM6fr16zqTPPfTR1FREb28vHjhwgVlnWvXrhEAx44dq3obIyIiGBAQwOLiYpLk4cOHCYAzZ87UWa+4uJgA2L17d1VxyjJlEqYyOVTHJA9JarVajho1ilZWVnRycuKuXbsMxjF1ksfQmCUkJCiTFXZ2dpw9e7bBcTUldmFhIRMTE7l//35OmjSJ1tbWBMBPP/20wlhq2lVX7JKSEnp6etLHx4e7d+9mVlYWo6Ki2LJlS9rb2/Py5cuV7r/sGKWlpVGj0bBr1646E/yxsbEEYPDdGGXjlE4MGvvZtm2bqmO9ss/J6owtTHOf9U/VTfJcvHiRdnZ2/OCDD6oqpBD1jre3N52dnTlv3jxev35dWX727FkC4EcffaSz/meffaZT1JaKjIzk+PHjaW9vT3d3d2W5vgLSWBtjjh07RgD8448/DK6jb5LHWL+GxsLYY4YYm+QpfWXC2dlZVX7VMZZCCF3Jycls3LgxX3vtNXOnYpDUP9XDEs+HpP57A4WHhxOAzquycXFxBKB8xMpQTgUFBeUmeSrbx+nTpw1ePAYEBKjavsLCQgYHB+t8UcH+/fv1vpuhNPc+ffqoilOWvomU0o/B3Pszc+bMSuVgSnw1bUu99957DA0NZUREBH18fKjRaPjFF1/oXdeUSR5jY5aXl8fw8HA+8sgjBMC3337baEy1sUtFRETQ1dWVzZs3Vx1bbbuqil06Mfrss8/qrPftt98SAGfMmFGp/g2N0aRJkwiACxYsYGZmJmNjYzllyhS9f6cqinOvit7Jo+ZYr8zzobpjC9PcZ/0TVWVfoT5nzhy0a9cO//73v6sqpBD1zs6dO+Hu7o7Q0FC0atUKCxcuhFarxYULFwAAnp6eFbZPTEzE8OHDMXXqVAwfPhwhISFGv7a8Mm3uVfo1k6mpqarbqOnX0FgYe6yy/v77bwBA+/btVeVXmW0SQpjGy8sLoaGhWLt2rfIcrW2k/qkelng+BAArqyorrQ3Gq2wfpefp69evg6TOz7lz51TFmD17NmbNmgV/f39lWZMmTQAAaWlpOutmZGToPG4szv2oTA7VYceOHfjuu+8wd+5cBAUF4dSpU+jYsSOmT5+O5OTk+4ptbMzs7e0xYMAAHDhwAH5+fti+fXuVxS4VFBSExYsXIz4+HkVFRarjq2lXVbGzs7MBAC4uLjrrPfHEE2jQoAFiY2Mr1b+hMVq79v9j797joizT/4F/OB+GowjKyUNuKnkATaKfgodaSdSWajU1z62rlWb69cCqubrKKmuaeKD1lLnYomLZbmlWuCLpqllgmqZCSQGKgiAiCjjA5/eHL2YdDjPPDDMc9Hq/XvzBM/d93df9zDM819zMPM97ePPNN/H++++jU6dOWLt2LQoLC2Fra4uXX35ZcRyllBzrxr4ezBlbGKah9Y9JzkRHjhzBp59+itWrV8PKysoUIYV4JIWGhiIjIwNr166Fh4cHVqxYgdjYWNja2gIAsrKy6u1bUlKCsLAwuLq6IjU1FWPHjoW9vb3O8YzpU1OrVq0AADt37lTcR8m49e0LfY8Z64MPPgAAjBo1qsn2pRCitsmTJ6Nnz56YP39+U6dSi9Q/5tMSz4fNnaurK4D7C2jGWLt2LQYOHIjIyEjNNpLo1q0bXFxckJGRodX+p59+AgD0799fURwlQkNDay1QxcbGGpyDofGViouLw1NPPaX53cfHB59++ilKS0uRnJysOE5NhuwzOzs7jBgxAhUVFSaPDdzfRz4+PrCxsVGYvfJ+pojt6+sLa2trZGZmarWxsbGBq6urzkWI+sbXtY8cHR2xfv16XLt2DTdu3MCiRYuQnJyMqKgo+Pr6Ko6jlJJj3djXgzljC8M1pP5p8CIPScydOxcREREIDw9vaDghHlllZWWIjo6Gvb09Zs2ahUuXLiEgIAAnTpxASEgILC0tkZCQUOcnVvLz83H06FFkZmbi1Vdf1Xqz8eDJw8LCQmubkj76BAcHQ6VSYdeuXViyZAmuX7+O27dv48CBA1i2bBkAaP4jUl1w6BtX177Q9ZixYmNjceDAAXTt2hVvvPFGk+1LIURtlpaWiImJwWeffYYjR440dToaUv+YT0s9HwL/O99VVlZqtlXnWde2B9+I18zpwXgPtjN2jKCgILi6umLBggVYtWoVrl69ilu3buHrr7/G3Llzdc5r9+7d6NOnD1588UVNDikpKYiOjoatrS0mTJiAY8eOoaioSNPnq6++goODA0aOHKkoTkMYkoM52dra1nrz26FDB9jZ2UGlUhkV05h9lpmZiaFDh5ol9okTJ4z65KKSfqaI7ezsjIiICKSkpODq1auaNrm5uSgsLNRaYFEyviH76Nq1a3jxxRcRFhaGpUuXGh1HFyXHurGvB3PGFoZrUP1jzJe8HvTvf/+bFhYWPH36dENDCfFIKy0tpa2tLTdt2sSioiJmZWWxa9eumotAvvHGGwTAsWPHMisriz///DPDw8MJgG5ubhwzZgwBcMKECSwqKmJiYiK7d+9Oa2trnj9/nsnJydy8eTMBMCkpiVu3buWBAwf09lEiJiam1nfYXVxceP78eZL3/04AYN++fVlSUqK5pkJ94x48eLDefaFvP9UlKyuLrq6udHV15U8//cTy8nLevn2bX3/9NUeOHEkADAwM5C+//EKSevMz574UQtTt2WefZf/+/Zs6DQ2pf8ynpZ4Py8vL+eKLLxIAt27dysrKSqrVas6fP58AOG/ePKrValZVVWnGj4yM1NwCu2ZOOTk53L9/v+b8effu3QaPsXbt2lrna2tra6akpNQ7r+XLl9d7LZ8vvviC5P076/j7+3PSpEksLi5mUlISXVxcuGbNGoPikPcvXHzlyhXa2try+eef17oVuC5KcmhIfCV9qy+AHR0dzcLCQl67do3Tpk1jt27dat0SvbKykklJSQTu34mrsLCw1nj69ll2dja9vLw4ceJEpqens6ioiLGxsQwMDNSKd+bMGbq7u3PFihWKY6vVak6fPp3vv/8+y8rKWFhYyC1btnDy5MlaFxmuGVtJP6Wx161bR1dXV548edKgfunp6WzVqhXDwsL466+/Mjs7m+Hh4Rw8eLBBcZQcs3fu3OGZM2e4fPlyenp6cvbs2bx3755Bz2NNuq7JQyo71pW0qeu4MFVsYTpG1D8Nv/BycHAwX3jhhYaGEeKRV1payo0bN3LZsmX08vKir68vly9frjnZVFRUcOHChfT09KSTkxPHjx/PlStXMigoiHFxcSwqKuL8+fPp4uLC7t27c9++fdy5cydVKhVnz57NyspKFhQUsG/fvvT09GRCQgJJ6u2jVGxsLP39/enk5MTBgwczLS2NJHnw4EGtk5mvr6/ece/cuVPvvtC3n2r6/e9/X+dJ1d7env7+/nzhhRcYHx9PtVqt1a8p96UQorb//ve/BNBsFkyl/jGflno+HDZsmNZ5ZsmSJRw7dqzWtlGjRmnujlX9U/1mrmZOn3zyiVa7wMDABo9Bklu2bGGnTp3o4ODA4OBgHjp0qN45rV69ut43p46OjprFI/L+LbyHDBlCR0dHdu3alTt27DAqzpw5c2q1UbqYqisHU8RX0nfPnj3s2bMnbW1t6efnx6lTpzI/P79WrE6dOtWK9eBtyJXss5KSEoaHh9PR0ZEODg7s0aMHly5dytu3b2uN9f3339PNzU3zZl5J7KqqKo4bN45OTk50dnZmv379NK8VXbGV9FMaOzY2lq6urvzmm28M6kfev2tqeHg4nZyc2KZNG86aNYslJSWK4yg9Zq2srNihQwe+8sormjyNiWMoJce6vjY1nztTxhamY0T9k2ZBGv9dgoMHD2LYsGH47rvv0Lt3b2PDCCGEEELo9eyzzwIA/vOf/zRpHlL/CCGEEKKxGFj/nG7QIs/gwYNhaWmJL7/80tgQQgghhBCKfPXVV3juuedw+vRpBAUFNVkeUv8IIYQQorEYWP8Yv8hz7tw59OzZE59//jmGDBliTAghhBBCCIMEBgbiySefxPbt25tkfKl/hBBCCNHYDKh/Tht9d60NGzagS5cueO6554wNIYRoxi5evAgLCwu9PyNGjGjqVIUQj5AZM2YgISEBN27caJLxpf559Mj5UAghRFMzpP4xapGntLQUiYmJmDp1quZ2j0KIh0vXrl1BUu/PRx991NSpCiEeIa+88gpsbW2RkJDQ6GNL/fNokvOhEEKIpmZI/WPUIs/HH3+MkpISjBkzxpjuQgghhBBGUalUGDlyJLZt29boY0v9I4QQQoimYEj9Y9QiT3x8PIYPH462bdsa010IIYQQwmiTJ0/GDz/8gLNnzzbquFL/CCGEEKKpKK1/DF7kKSgoQHJyMkaPHm10csL8Ll++jEWLFsHHxwe//PJLU6djsMLCQvj5+WHlypVNnYoQQohmpl+/fvD398fHH3/caGNK/SNE89DSa9ym9PPPP2PBggVo27YtcnJyTBq7tLQU8fHxCAsLw+LFi00aWwhxn9L6x+BFnk8//RRWVlaIiIgwOjlhfm+++SZWr16N3Nxcg/pt3LgRRUVFZsrKsHFJNuk1D8rLy7F48WJ07NgRKpUKPXr0wN///nfUvCFdXl4eRo0aBRcXF7Rv3x5xcXFGxbl27Rree+89PPPMM5gxY4ZBuerLoaHxlfRNSEhA79694eTkBG9vb4wbNw7Z2dkA7v/dUHLRSgsLC6jVasX77JNPPkG3bt3g5OSEp59+GsePH9c7F6WxAeDPf/6zVm42NjbIy8vTO4aSfuaMDQDFxcX429/+huDgYDg5OeHtt99WPP+kpKR6n581a9YoblNTSkoKrKyscPHixTofLysrw/Dhw3XOX8mxrqRNY8cWpmVhYYEXXngB+/bta7Qxpf4RonloaTVuczJz5kysWbMG169fN3nsf/3rX5g9ezaOHTtWZ00lhGg4xfUPDRQZGclhw4YZ2k00gSVLlhAAMzMzFbUvKSnhY489xps3b5o3sWYyrj7Tp0/n9u3beevWLWZlZXHSpEkEwHnz5mnaFBcX8/HHH2dkZCQLCgp48uRJuru7MyYmxqA4JDlp0iT26NGDADht2jTFeSrJoSHxlfTdvXs33d3deeDAAd69e5fZ2dkcOXIku3TpwqqqKiYkJHDcuHHMy8tjVVUV8/PzCUDzt6SiooLfffcdf/Ob3/DmzZuK9llycjJjYmJYXFzMc+fOMTg4mE5OTrx+/brOuSh9PoqLi+nm5kYAmp+hQ4fq3VdK+pkzNkkeP36c/v7+7Ny5Mzdt2sSMjAyq1WrF8588ebLWGNU/FhYWzM7OVtzmQYWFhWzXrh0B8MKFC3XOr7S0VOf5RcmxrvT10JixhXkcPnyYAPjTTz81ynhS/wjRfLSUGrc5WrRoEQHUea5uqKysLALgokWLTB5bCHGfgvonzaBFnoqKCrq5uXHjxo0Nz06YXVxcnEEnwAkTJhBAo58Am2pcXfLy8hgfH6+1rbKykgEBAfT29tZsmzt3Lm1sbHjjxg3NtqVLl9LGxoaZmZmK41SrqKignZ2dQYsw+nJoaHwlfceMGcNnnnlGa9uxY8doYWHBoqIibtu2jYWFhZrHai7yVIuPj2daWpqifRYbG6vVZv/+/QTAI0eO1DsHQ56PmJgYfvTRR/XGqo+SfuaMnZKSQgcHB44YMYJlZWVajymZf1lZGZ999lmeOXNGszBEkrdv39YsKClpU9Mrr7zCt956q0GLPEqOdUNeD40VW5iHWq2ms7MzN23aZPaxpP4RonlpKTVuc/Tuu++abZHn7t27ssgjhJkpqH/SDPq61nfffYeioiI8++yzhnQTJpKRkYH+/fvDzc0NUVFR+OCDD3Dt2jXN48ePH0doaCgcHR3Rq1cvXL58Wat/VlYWRo4cCU9PT6hUKvTr1w+nT58GAEydOhXx8fEAAHd3d1hYWKCkpERnH0McPHgQISEhcHBwQMeOHbF+/fp6x83Pz8fOnTsxYMAALFiwAMD97xAvXLgQPj4+yMzMxNq1a9GuXTu0bt0aGzduBACsX78e7dq1g7OzM+bNm1crh8TERAQGBsLOzg6dO3fW+V1GT09PjB8/XmubpaUlAgIC0K5dOwBAVVUV4uPjERISAg8PD027IUOGQK1WIz4+XlGcB1lZWcHe3l7v/qymJIeGxFfat3fv3khOTsZf//pXVFZWgiS2bduGqKgouLq6YsSIEXB3d9c7xu9//3t069ZN0T577bXXtNqcPXsW7du3R0hIiGbb+fPn0bp1a/z1r38FoOx5Be5/r/zdd9/FnDlzMGXKlDqP+ZqxlfZT0qYuSvrduHEDL730EkJDQ7Fr1y7Y2dlpPa5k/nl5efjwww/Rs2dPWFtba9rt3btX81UqJW0etGXLFvTp0wdBQUGK5loXJce60tdDzefOlLFF47G2tkZYWBj+85//mH0sqX+EMK+WWONeunQJ8+fPR5s2bZCbm4u3334brVu3ho+PD/bu3asot8aubwHUuhTC22+/rfWV63PnzunMOT09HVFRUWjbti2ysrIwfPhweHh44NSpU016mQUhHhWK6h9DVo1WrlxJHx+fBq8+CeP06dOHe/fuZWlpKY8cOUIPDw/m5uaSJE+ePEl7e3uuWrWKN2/eZGJiIh0cHLT+y9GnTx/+9re/ZW5uLtPT0+nn58enn35aE3/lypW1/suhr48Su3btore3N7/++mvevXuX06dPJwDu2rWrznHj4+M1X0mJiooiST733HO0sbEhAP7pT3/iyZMnefPmTQ4dOpSWlpZcsGABDx48yDt37mg+wpucnKzJYfv27QwLC2NGRgbz8/MZGRlJS0tLpqamGjSXgIAAbtmyhSR57tw5AuCYMWO02ty4cUPv128ejFOTq6ur4k/aGJODIfGV9r137x5HjRpFAOzevTtHjx7NxMTEeuPU90keXerbZ5cvX+bChQvp5+fHs2fPaj32ww8/0N3dncuXLzco9rp162p9BWnhwoV6Yyvpp6RNXZT0mzlzJgFwxYoVfPLJJ2lnZ8fu3bszKSnJoPnX5ZlnnmFeXp7BbS5cuMCXXnqJVVVV/OCDD4z+JI+SY13p66Hmc2fK2KJxvfvuu2zdujWrqqrMOo7UP0KYV0uscUNDQ2llZUUAnDlzJtPS0lhUVMSwsDC6ublpPumqa5ymqG/Xrl2r9UmeQ4cOccKECUxNTWVpaanenPv166eZ97vvvstTp07R39+fSUlJLC0tlU/yCNEI9NQ/hn1d64UXXuCIESNMk5kwSPXHH7/99lvNtvXr12tOgIGBgRwyZIhWn2nTpmmdAHv37s24uDjN4xMnTqSnp6fm97pOgPr66FNWVkZPT09u3rxZs+2HH35gq1atuG3btnrHzcnJ0VrkIf/3/etLly5ptn322WcEwP3792u2Xbp0iQA0H2FTq9X08vLSemP566+/EgBHjx6teC5Hjx5ljx49WFFRQfL+SREA33rrLa12FRUVBMAnn3xSUZyaDFmEMSYHcyzykGRVVRVfeOEFWlpaUqVSce/evfXGMXSRp759lp2drVn0sLOz49y5c+vdr4bEvnfvHq9cucLPP/+cEydOpLW1NQHo/aqGkn7mil1ZWUlPT0/6+Pjwo48+YnFxMdPS0tihQwfa29vX+71dfccjSf7888+MiIjQmV9dbcrLy/ncc8/x2rVrJFlrkad6YVDfz65duxQd68a+Js0ZW5jX8ePHG+W6PFL/CGE+LbXGJck5c+bU+urTmjVrCIA5OTmKxmns+vbBRZ4dO3ZwxowZtd4o6st5/vz5BMBjx45p9ZNFHiEah576x7Cva3377bd48sknDekiTMTBwQHe3t4YNGgQFixYgCtXruDNN99E27ZtcebMGZw5cwbh4eFafWp+NSI1NRVvvPEGvvnmG4wbNw579uyBWq3WOa4xfR506tQp5Ofnax033bt3R0FBAf7whz/U28/T07PWNi8vLwCAra2tZpuTkxOA+18lqlb9eHWeZ8+eRV5eHgICAjQfRW3fvj2A+1/bUEKtVmPhwoVISEjQjHXv3j0AgKOjo1bbysrKWnnqiqPEsWPHat3BaNasWUblYEh8Q0RHR+Ppp59GSkoKXF1d8fLLL2PHjh0GxaiLrn3m5+eH0tJSJCcno2/fvli9ejWWLVvW4Ng2Njbw8fFBREQEduzYgeTkZLi4uGDVqlU64ynpZ67Yubm5yM/Px8CBA/H73/8ezs7O6NWrF9asWYOysjKsW7dO8fxr2rFjB0aNGqUzv7raLFiwAG+99RbatGlTZ5/du3eDpOantLQUw4YN09pGEqNHj1Z0rBv7ejBnbGFevXr1go2NDb777juzjiP1jxDm01JrXOB/temDX2evPk9Ux9I3TlPVt1u3bsXq1auxYcOGWl+z0pdz69atAQBdunTRO44QwvT01T+KF3muX7+OK1euoE+fPiZLThgmMTERbm5uiImJQceOHbFo0SJUVVXhwoULAOpeGHnQlStXEBERgWnTpiEiIgKjRo3Se4tDY/o8qPrWzvn5+Yr7APevE6JkmxLVY+fk5NR683j27FlFMebOnYs5c+age/fumm1t27YFABQUFGi1vXnzptbj+uI0hDE5mMOePXuwb98+REVFITQ0FN9++y0CAgIwY8aMBt+mU98+s7e3x8CBA3Hw4EE88cQT2L17t8liVwsNDcXSpUuRlZVlUAGopJ+pYt++fRsA4OzsrNXu+eefh5WVFdLT02vFUDJ/kkhMTMSLL75oUJsvv/wSJE12u2klx7qxrwdzxhbmZW9vj4CAAKSlpZltDKl/hDC/lljjAspqU33jNFV9m5WVhXPnzmHr1q0G5yzX3hGiaemrfxT/Vbl06RIA4IknnjBNZsJgoaGhyMjIwNq1a+Hh4YEVK1YgNjZWs7KflZVVb9+SkhKEhYXB1dUVqampGDt2rN4L8BrTp6ZWrVoBAHbu3GlQP1NydXUFcL+AMMbatWsxcOBAREZGaraRRLdu3eDi4oKMjAyt9j/99BMAoH///oriKBEaGlrrBB4bG2twDobGVyouLg5PPfWU5ncfHx98+umnmk/ZGMuQfWZnZ4cRI0agoqLC5LGB+/vIx8cHNjY2CrNX3s8UsX19fWFtbY3MzEytNjY2NnB1da21CKF0/ocPH9YcZ/Wpq83GjRuxdu1arU+HTZ48GQAQEBCArl27GjRXJce6sa8Hc8YW5vfEE09oahRzkPpHCPNriTWuEuYcp6H17dKlSxEWFobZs2drndsaa98IIRpGV/2jeJEnIyMDKpUK3t7eJktMKFdWVobo6GjY29tj1qxZuHTpEgICAnDixAmEhITA0tISCQkJqKqqqtU3Pz8fR48eRWZmJl599VWtj34vNNe9AAAgAElEQVTWtSpfvU1JH32Cg4OhUqmwa9cuLFmyBNevX8ft27dx4MABzddqao4L/O+jqA++Ya/eVv31CACa+da1rbpvUFAQXF1dsWDBAqxatQpXr17FrVu38PXXX2Pu3Lk689+9ezf69Omj+YSCWq1GSkoKoqOjYWtriwkTJuDYsWMoKirS9Pnqq6/g4OCAkSNHKorTEIbkYE62tra13vx26NABdnZ2UKlURsU0Zp9lZmZi6NChZol94sQJ/N///Z+Bs1DWzxSxnZ2dERERgZSUFFy9elXTJjc3F4WFhVqLOYbMf8eOHRg9erTOPOpq89lnn9VaOPzggw8AABcuXMDFixcNmquSY93Y14M5Ywvz69y5c52fVDMVqX+EMK+WWuNW5w7UX4cqGaex69vqrx8DwK5du2Bvb4+xY8dqtivJuWYuNeei9B9uQgjj6ax/lF7c509/+hN79uyptLkwsdLSUtra2nLTpk0sKipiVlYWu3btqrko2htvvEEAHDt2LLOysvjzzz8zPDycAOjm5sYxY8YQACdMmMCioiImJiaye/futLa25vnz55mcnMzNmzcTAJOSkrh161YeOHBAbx8lYmJial1I1cXFhefPnyfJWuPm5ORw//79BMC+ffvy7t27LC8v54svvkgA3Lp1KysrK6lWqzUXfps3bx7VajWrqqo08SIjI1lWVkbyfxeZe/DH2tqaKSkp9ea9fPnyei8E+8UXX5C8f2cdf39/Tpo0icXFxUxKSqKLiwvXrFljUBzy/oWLr1y5QltbWz7//POaOxzooySHhsRX0rf6AoHR0dEsLCzktWvXOG3aNHbr1o3l5eVabSsrK5mUlETg/p24CgsLa42nb59lZ2fTy8uLEydOZHp6OouKihgbG8vAwECteGfOnKG7uztXrFihOLZareb06dP5/vvvs6ysjIWFhdyyZQsnT56sdWHCmrGV9FMae926dXR1deXJkycN6peens5WrVoxLCyMv/76K7OzsxkeHs7Bgwcrnv+DiouL6eXlxbt379Z7bChpU60hd9cilR3rStrUdVyYKrZofDt37qSdnR0rKyvNEl/qHyHMq6XWuGVlZXzuuec0NwioqqrivXv3OHLkSALg5s2befr0aZ3jfPnll41a3965c4dDhw4lAO7YsYOVlZU8ePAgLS0tOWnSJFZUVPD777/XmfP+/fs1805LS9OK/+9//1tTv5eUlDTswBBC6KSj/lF+d60JEyYYdLtjYVqlpaXcuHEjly1bRi8vL/r6+nL58uWaN3gVFRVcuHAhPT096eTkxPHjx3PlypUMCgpiXFwci4qKOH/+fLq4uLB79+7ct28fd+7cSZVKxdmzZ7OyspIFBQXs27cvPT09mZCQQJJ6+ygVGxtLf39/Ojk5cfDgwVonhZrjfvLJJ1onq8DAQA4bNkxr25IlSzh27FitbaNGjdLcoaD658FjdsuWLezUqRMdHBwYHBzMQ4cO1Zvv6tWr630j7OjoqDm5kvdv4T1kyBA6Ojqya9eu3LFjh1Fxqu/Q8ODP6dOnFe1fXTmYIr6Svnv27GHPnj1pa2tLPz8/Tp06lfn5+bViderUqVasB29DrmSflZSUMDw8nI6OjnRwcGCPHj24dOlS3r59W2us77//nm5ubpo380piV1VVcdy4cXRycqKzszP79euneT3oiq2kn9LYsbGxdHV15TfffGNQP5I8f/48w8PD6eTkxDZt2nDWrFmaQsuQ45Ekt27dyrFjx9Y5jiFtqulb5FFCybGur03N586UsUXjS05OJgDm5eWZJb7UP0KYV0utcQcMGKB1Hn3nnXcYEhKitW3Dhg06x4mIiGjU+rZLly616q9FixZpbfvDH/6gM+fg4GBNW09PT86ZM4ckefDgQa04vr6+DTkshBB66Kh/0ixIZZ9LjIiIgLe3N7Zv366kuRBCCCGE2f3444/o1q0bfvjhB5Nd1P5BUv8IIYQQornRUf+cVnxNnvz8fM0t/oQQQgghmoPq2qT6bo6mJvWPEEIIIZobXfWP4kWe4uJinXdXEUIIIYRobNW1ye3bt80SX+ofIYQQQjQ3uuofxYs85eXlsLOzM11WokW7ePGi1q2R6/sZMWJEU6cqhBDiIWZrawtLS0uUl5ebJb7UP0I8WqTGFUK0BLrqH2ulQcrLy2Fra2vSxETL1bVrV4NvMymEEEKYg62treZWxqYm9Y8QjxapcYUQLUV99Y/iT/IAgIWFhckSEkIIIYQwBQsLC7O+KZP6RwghhBDNTX31j+JFHjs7O7N9FFoIIYQQwljl5eWwt7c3S2ypf4QQQgjRHNVX/8giz0Pk8uXLWLRoEXx8fPDLL780dTomVVhYCD8/P6xcubKpUxFCCNGM3Lt3D1VVVbLII4So08NcHwshHl266h/FizwuLi4oLi42aWLCtN58802sXr0aubm5BvXbuHEjioqKzJSVcerKiWSTfmS+vLwcixcvRseOHaFSqdCjRw/8/e9/r/URuby8PIwaNQouLi5o37494uLijIpz7do1vPfee3jmmWcwY8YMg3LVl0ND4yvpm5CQgN69e8PJyQne3t4YN24csrOzAQCffvqpoosaWlhYQK1WK95nn3zyCbp16wYnJyc8/fTTOH78uN65KI0NAH/+85+1crOxsVF022Yl/cwZG7h/h6C//e1vCA4OhpOTE95++22D5n/o0CE89dRTcHBwQPv27bFy5cp6vx5T31iG5lxWVobhw4frnL+SY11Jm8aOLUyn+q4Szs7OZokv9Y8QLdvDVB83hkd13kK0NDrrHyoUERHByZMnK20umsiSJUsIgJmZmYral5SU8LHHHuPNmzfNm5gBmmNOJDl9+nRu376dt27dYlZWFidNmkQAnDdvnqZNcXExH3/8cUZGRrKgoIAnT56ku7s7Y2JiDIpDkpMmTWKPHj0IgNOmTVOcp5IcGhJfSd/du3fT3d2dBw4c4N27d5mdnc2RI0eyS5curKqqYkJCAseNG8e8vDxWVVUxPz+fADhs2DCSZEVFBb/77jv+5je/4c2bNxXts+TkZMbExLC4uJjnzp1jcHAwnZyceP36dZ1zUfp8FBcX083NjQA0P0OHDtW7r5T0M2dskjx+/Dj9/f3ZuXNnbtq0iRkZGVSr1Yrnf/jwYTo6OnLPnj0sLi7mP/7xD1pbW3PGjBkGjWXoXEtLSzXHRH3z13esK309NGZsYVrnz58nAJ47d84s8aX+EaLlexjq48bwqM5biJZIR/2TpniRZ+LEiTqLbdE8xMXFGXQSmzBhAgE0qz/mzTGnvLw8xsfHa22rrKxkQEAAvb29Ndvmzp1LGxsb3rhxQ7Nt6dKltLGxYWZmpuI41SoqKmhnZ2fQIoy+HBoaX0nfMWPG8JlnntHaduzYMVpYWLCoqIjbtm1jYWGh5rGaizzV4uPjmZaWpmifxcbGarXZv38/AfDIkSP1zsGQ5yMmJoYfffRRvbHqo6SfOWOnpKTQwcGBI0aMYFlZmdZjSucfGBjIKVOmaLWbMWMGATA1NVXRWIbkXE3fIo+SY92Q10NjxRamdfjwYQJgXl6eWeJL/SNEy/cw1MeN4VGdtxAtkY76R/kiz4IFCxgYGGjazIRe6enpDAsLo6urK+fPn8/t27czNzdX8/h///tf9uvXjw4ODgwKCuKcOXO0TmK//vorR4wYwdatW9PR0ZF9+/ZlWloaSfKPf/yj1n/TAfD27ds6+yjx008/ccGCBfT29ubly5f57rvv0t/fnx4eHtywYQNJct26dfT396eTkxPnzp2r6VtXTtVvRPv3788//elPDR6j2p49e9izZ0/a2try8ccfN+pN9ksvvcSQkBCS998ce3l5MTQ0VKvNyZMnCYB/+ctfFMWpydXVVfEijDE5GBJfad933nmHFhYWjI6OZkVFBauqqjhp0iTN81dUVKTVvr5Fnjt37rC8vLzOsWvus5qLCitWrGD79u1ZWlqq2Xbu3Dl6eHgwOjpa57xqxr579y69vLzYvn17/uEPf6jz9VBXbCX9lLSpi5J++fn59PDw4ODBg7U+TaPPg/PPysoiAK5du1arzdGjRwlA85wqGcvQuepa5FFyrCt9PdR87kwZW5jfhx9+SDs7O1ZWVpolvtQ/QjQ/LbE+Tk1N5fTp0+nv78+cnBwOGzaMjo6ODAwM1PqHlK5xLl26xPnz57NNmzb89ddfOWzYMLZq1YrffPMNyfpr24sXL3LevHn08vLi1atXuWjRInp4eNDb25uJiYk65y2EaJ501D/KF3m2bdtGlUrFqqoq02YndOrTpw/37t3L0tJSHjlyhB4eHpqT2MmTJ2lvb89Vq1bx5s2bTExMpIODg9ZJrE+fPvztb3/L3Nxcpqen08/Pj08//bQm/sqVK2ut2Ovro89zzz1HGxsbzRvAkydP8ubNmxw6dCgtLS25YMECHjx4kHfu3NF8fDY5ObnenOLj4zVf74iKijLJGNu3b2dYWBgzMjKYn5/PyMhIWlpaan0qQYmAgABu2bKF5P03igA4ZswYrTY3btzQ+/WbB+PUZMgijDE5mGOR5969exw1ahQBsHv37hw9erSmiKhLfYs8utS3zy5fvsyFCxfSz8+PZ8+e1Xrshx9+oLu7O5cvX25Q7HXr1mkVPRYWFly4cKHe2Er6KWlTFyX9Zs6cSQBcsWIFn3zySdrZ2bF79+5MSkpSPP9Tp04RABcsWKDV5urVqwTAUaNGKR7L0LnqWuRRcqwrfT3UfO5MGVuY35///GcGBASYLb7UP0I0Py2xPvb29iYA2tnZcfHixczOzuaPP/7IJ554gnZ2drxw4YLecfr160crKysC4LvvvstTp07R39+fSUlJOmvb0NBQTb+ZM2cyLS2NRUVFDAsLo5ubm+afM3XNWwjRPOmof5Qv8qSkpBAAr169arrMhE53794lAH777beabevXr9ecxAIDAzlkyBCtPtOmTdM6ifXu3ZtxcXGaxydOnEhPT0/N73X9MdfXR4nqhZVLly5ptn322WcEwP3792u2Xbp0iQC4adMmnTnl5ORoLfI0ZAy1Wk0vLy/NyZS8/18TABw9erTiOR49epQ9evRgRUUFSfLQoUMEwLfeekurXUVFBQHwySefVBSnJkMWYYzJwRyLPCRZVVXFF154gZaWllSpVNy7d2+9cQxd5Klvn2VnZ2sWEOzs7Dh37tx696shse/du8crV67w888/58SJE2ltbU0A3Lhxo85YSvqZK3ZlZSU9PT3p4+PDjz76iMXFxUxLS2OHDh1ob2/Pn376SdH8CwoKaGFhwV69emm9yU1PTycATpw4UfFY+nKuXhjU97Nr1y5Fx7qxr0lzxhamN2bMGP7ud78zW3ypf4RoXlpyfRwREUEHBwetGqP6Kxevv/66onHmz59PADx27Jhmm5LatvrTTNnZ2Zo2a9asIQDm5OTUO28hRPOko/5JU3x3rS5dugAAzp8/r7SLaCAHBwd4e3tj0KBBWLBgAa5cuYI333wTbdu2xZkzZ3DmzBmEh4dr9QkKCtL6PTU1FW+88Qa++eYbjBs3Dnv27IFardY5rjF9avLy8gIA2NraarY5OTkBAKysrDTbqh/XF9/T09NkY5w9exZ5eXkICAjQ3N2nffv2AJQf32q1GgsXLkRCQoJmrHv37gEAHB0dtdpWVlbWylNXHCWOHTtW6y5Us2bNMioHQ+IbIjo6Gk8//TRSUlLg6uqKl19+GTt27DAoRl107TM/Pz+UlpYiOTkZffv2xerVq7Fs2bIGx7axsYGPjw8iIiKwY8cOJCcnw8XFBatWrdIZT0k/c8XOzc1Ffn4+Bg4ciN///vdwdnZGr169sGbNGpSVlWHdunWK5t+qVStMmDABp0+fxttvv41bt24hIyMDMTExAIDAwEDFY+nLeffu3SCp+SktLcWwYcO0tpHE6NGjFR3rxr4ezBlbmN6PP/6Irl27mi2+1D9CNC8tuT728/ODpaWlVo0xaNAguLi44LvvvlM0TuvWrQH8728ToKy2ra6bH7zdcvU5zNB5CCGanq76R/EiT5s2beDn56f5AyQaR2JiItzc3BATE4OOHTti0aJFqKqqwoULFwDUvfjxoCtXriAiIgLTpk1DREQERo0aVe9tjxvSpyZLS8WHltHxjB0jPz8fAJCTk1PrzePZs2cVxZg7dy7mzJmD7t27a7a1bdsWAFBQUKDV9ubNm1qP64vTEMbkYA579uzBvn37EBUVhdDQUHz77bcICAjAjBkzcP369QbF1rfP7O3tMXDgQBw8eBBPPPEEdu/ebbLY1UJDQ7F06VJkZWUZVBgp6Weq2PXdVvH555+HlZUV0tPTa8Wob/7vvfce3nzzTbz//vvo1KkT1q5di8LCQtja2uLll182aqyGzBVQdqwb+3owZ2xhWmVlZfjxxx/x5JNPmm0MqX+EaH4etvrYz89P888DfeNYWFjU6q+ktjV1bS6EaDr66h+DXu3BwcFS5DSy0NBQZGRkYO3atfDw8MCKFSsQGxur+S9xVlZWvX1LSkoQFhYGV1dXpKamYuzYsVqr96bq09K4uroCuF8gGGPt2rUYOHAgIiMjNdtIolu3bnBxcUFGRoZW+59++gkA0L9/f0VxlAgNDa11Eo+NjTU4B0PjKxUXF4ennnpK87uPjw8+/fRTzadsjGXIPrOzs8OIESNQUVFh8tjA/X3k4+MDGxsbhdkr72eK2L6+vrC2tkZmZqZWGxsbG7i6utZahNA1f0dHR6xfvx7Xrl3DjRs3sGjRIiQnJyMqKgq+vr4Gj2WKuSo51o19PZgztjCt06dPQ61Wo0+fPmYdR+ofIZqXllwf11VbFBYWon379kaP09DaVgjRsuirfwxe5Dlx4oRJEhP6lZWVITo6Gvb29pg1axYuXbqEgIAAnDhxAiEhIbC0tERCQgKqqqpq9c3Pz8fRo0eRmZmJV199VetjoXX9N6B6m5I+SlT/V776qwsANHnWte3BN+I1c3ow3oPtjB0jKCgIrq6uWLBgAVatWoWrV6/i1q1b+PrrrzF37lyd89q9ezf69OmDF198UZNDSkoKoqOjYWtriwkTJuDYsWMoKirS9Pnqq6/g4OCAkSNHKorTEIbkYE62tra13vx26NABdnZ2UKlURsU0Zp9lZmZi6NChZol94sQJ/N///Z+Bs1DWzxSxnZ2dERERgZSUFFy9elXTJjc3F4WFhVqLOYbM/9q1a3jxxRcRFhaGpUuXGjyWqeaq5Fg39vVgztjCtE6ePAkPDw907NjRrONI/SNE89GS6+Pq/EtLSzW/X7hwAdevX0dkZKSiceqqnZXUtmVlZQB018h11eBCiOZHb/1jyMV9Tpw4QQBaF/US5lNaWkpbW1tu2rSJRUVFzMrKYteuXTUXY3vjjTcIgGPHjmVWVhZ//vlnhoeHEwDd3Nw4ZswYAuCECRNYVFTExMREdu/endbW1jx//jyTk5O5efNmAmBSUhK3bt3KAwcO6O2jT3l5OV988UUC4NatW1lZWUm1Wq25UNy8efOoVqtZVVWlGT8yMlJzC+yaOeXk5HD//v0EwL59+/Lu3bsNHmPt2rW1LuZqbW3NlJSUeue1fPnyei8E+8UXX5C8f2cdf39/Tpo0icXFxUxKSqKLiwvXrFljUBzy/oWLr1y5QltbWz7//PNatwLXRUkODYmvpG/1BbCjo6NZWFjIa9eucdq0aezWrVutW6JXVlYyKSmJwP07cRUWFtYaT98+y87OppeXFydOnMj09HQWFRUxNjaWgYGBWvHOnDlDd3d3rlixQnFstVrN6dOn8/3332dZWRkLCwu5ZcsWTp48WetCxDVjK+mnNPa6devo6urKkydPGtQvPT2drVq1YlhYGH/99VdmZ2czPDycgwcPVjx/8v6t7M+cOcPly5fT09OTs2fP5r1797SeI31jKc35QbrurkUqO9aVtKnruDBVbGFew4YN44gRI8w+jtQ/QjQfLbU+Ju9fANrCwoJTp05lQUEBL1++zH79+vGpp57ivXv3+P333+scZ//+/XzuuecIoNbt23XVtmVlZZp+u3btYlVVFe/du8eRI0cSADdv3qxVMz9Ygwshmh899Y/yu2uR94t0V1dXvXd9EaZRWlrKjRs3ctmyZfTy8qKvry+XL1+ueUNUUVHBhQsX0tPTk05OThw/fjxXrlzJoKAgxsXFsaioiPPnz6eLiwu7d+/Offv2cefOnVSpVJw9ezYrKytZUFDAvn370tPTkwkJCSSpt48+w4YN0zrBLFmyhGPHjtXaNmrUKM3dsap/qt/M1czpk08+0WoXGBjY4DFIcsuWLezUqRMdHBwYHBzMQ4cO1Tun1atX1/tG2NHRUbN4RN6/hfeQIUPo6OjIrl27cseOHUbFqb4LwoM/p0+fVnTs6MrBFPGV9N2zZw979uxJW1tb+vn5cerUqczPz68Vq1OnTrViPXgbciX7rKSkhOHh4XR0dKSDgwN79OjBpUuX8vbt21pjff/993Rzc9O8mVcSu6qqiuPGjaOTkxOdnZ3Zr18/zWtFV2wl/ZTGjo2NpaurK7/55huD+pHk+fPnGR4eTicnJ7Zp04azZs1iSUmJ4vmTpJWVFTt06MBXXnlFk4OhYxmSsyGUHOv62tR87kwZW5iPWq2mi4sL//73vzfKWFL/CNE8tNT6mLy/yKNSqRgXF8dWrVrRxcWF48ePZ0FBgaaNrnGCg4M152lPT0/OmTNHK359te2AAQO0zvHvvPMOQ0JCtLZt2LChznkLIZoXBfVPmgVp2OfxXnjhBVRWVuKzzz4zpJsQQgghhMkkJyfjmWeeQUZGBn7zm9+YfTypf4QQDfXaa6/hww8/RElJSVOnIoRooRTUP6cNvsx6ZGQkkpKSUFxc3PAMhRBCCCGMsG/fPvTo0aNRFngAqX+EEA1XWVmpdU0cIYQwlJL6x+BFnt/97neorKzE559/3qDkhBBCCCGMQRL//ve/8dJLLzXamFL/CCEa4tatW0hNTUVZWRmOHj0qFzcWQhhMaf1j8CKPh4cHBg4ciD179hidnGiZLl68CAsLC70/I0aMaOpUhRBCPMSOHz+O7OxszR3hGoPUP0KIuiitj93c3HD69GkAQP/+/fH+++83ceZCiJZGaf1j8DV5AGDnzp149dVXkZOTgzZt2hidpBBCCCGEoaZMmYJTp07h7NmzjTqu1D9CCCGEaCoK6x/Dr8kDACNGjICTkxN27dplXHZCCCGEEEa4c+cOEhMTMWXKlEYfW+ofIYQQQjQFQ+ofoxZ5HBwc8PLLL2PLli3yfVIhhBBCNJpdu3bh3r17eOWVVxp9bKl/hBBCCNEUDKl/jFrkAYCZM2fi4sWL+OKLL4wNIYRoRJcvX8aiRYvg4+ODX375panTEUIIo2zYsAGvvPIKWrdu3STjS/0jRMvwKNU9BQUF8PX1RXR0dFOnIoQwE0PqH6MXebp164Znn30W69atMzaEEKIRvfnmm1i9ejVyc3MN6rdx40YUFRWZKavm61GdtxDNWVJSEs6ePYuZM2c2WQ5S/wjRMjxKdQ9JzY8ptcR9IcTDyND6x6gLL1f7/PPPMXz4cKSmpqJXr17GhhFCNJKlS5fiL3/5CzIzM9GhQwe97e/cuYOePXsiNTUVbm5u5k+wmXhU5y1EcxceHo6KigocPny4SfOQ+keIlkHqHuPJvhCi+TCw/jHuwsvVhg4dij59+mD58uUNCSOEaCReXl4GtX/jjTdw+fJlM2XTfD2q8xaiOTt+/DiSkpLw9ttvN3UqUv8I0UJI3WM82RdCNA/G1D8NWuQBgEWLFuFf//oXzpw509BQQggDZWRkoH///nBzc0NUVBQ++OADXLt2TfP48ePHERoaCkdHR/Tq1avWyTorKwsjR46Ep6cnVCoV+vXrh9OnTwMApk6divj4eACAu7s7LCwsUFJSorOPEmlpaZgxYwbatWuHK1euYPjw4VCpVAgKCkJKSoqi3NLT0xEVFYW2bdsiKysLw4cPh4eHB06dOgUASExMRGBgIOzs7NC5c2d8/PHHAIBLly5h/vz5aNOmDXJzc/H222+jdevW8PHxwd69e3XOWwjRtJYsWYKwsDA888wzTZ0KAKl/hGgKD2vdo6+uSUlJwYABA6BSqdC2bVu8/vrrmq9RlZWV4cMPP8SgQYMwf/58rbHrq4eqHTx4ECEhIXBwcEDHjh2xfv16nftCCNH4jKp/2EBVVVXs3bs3hw4d2tBQQggD9enTh3v37mVpaSmPHDlCDw8P5ubmkiRPnjxJe3t7rlq1ijdv3mRiYiIdHBwIgJmZmZr+v/3tb5mbm8v09HT6+fnx6aef1sRfuXIlAfDmzZtaY+rqo4+3tzcB0M7OjosXL2Z2djZ//PFHPvHEE7Szs+OFCxf0jtOvXz9aWVkRAN99912eOnWK/v7+TEpK4vbt2xkWFsaMjAzm5+czMjKSlpaWTE1NZWhoqKbfzJkzmZaWxqKiIoaFhdHNzY1qtbreeQshmk5SUhIB8PDhw02diobUP0I0voe17tFV13z11Vd0dnbmZ599xtu3b3PPnj1UqVTs06cP1Wo1//nPf9Ld3Z0AOGfOHM24uuohkty1axe9vb359ddf8+7du5w+fToBcNeuXfXuCyFE4zKy/klr8CIPSSYnJxMAv/zyS1OEE0IocPfuXQLgt99+q9m2fv16TbETGBjIIUOGaPWZNm2aVrHTu3dvxsXFaR6fOHEiPT09Nb/XdYLX10eJiIgIOjg4sKKiQrPt8OHDBMDXX39d0Tjz588nAB47dkyzTa1W08vLS7NQRJK//vorAXD06NEkyTlz5hAAs7OzNW3WrFlDAMzJyal33kKIplFZWcnevXtz+PDhTZ1KLVL/CNF4Hva6p666pqqqio8//jhnzJihFW/JkiUEwPfee48kmZ+fr7XIo68eKisro6enJzdv3qx5/IcffmCrVm37T8QAACAASURBVK24bdu2eveFEKLxNKD+SbM28lNDWgYOHIjnn38e8+bNw7PPPgsrKytThBVC6ODg4ABvb28MGjQIM2bMwIwZM/Dmm28CAM6cOYMzZ85g4sSJWn2CgoK0fk9NTQUAfPPNN9iwYQM+/vhj2Nvb6xzXmD41+fn5wdLSUutvxaBBg+Di4oLvvvtO0TjVtw/s0qWLZtvZs2eRl5eHgICAWmOeP38ewP++n/9gLEdHRwCAWq02aB5CCPPbsWMHzp49iw8//LCpU6lF6h8hGs/DXvfUVdekpqYiIyOj1tewpk6dir/85S84cOAAXn/9dbRu3RoWFhaax/XVQ6dOnUJ+fj6efPJJzfbu3bujoKDAoHkJIcynIfVPg6/JU+2dd97BpUuXEBsba6qQQgg9EhMT4ebmhpiYGHTs2BGLFi1CVVUVLly4AADw9PTU2f/KlSuIiIjAtGnTEBERgVGjRum9/aYxfWqytKz7T4+fnx/u3bunaJwHi5lq+fn5AICcnByt24mSxNmzZ3WOLYRofvLz8xEVFYXXXnutzjcrzYHUP0I0noe57qmrrvn1118BAHfv3tXa7uPjA0dHR1y9erXOMfTVQ3l5eVrthBDNS0PrH5O92+nSpQsWLVqExYsX46effjJVWCGEDqGhocjIyMDatWvh4eGBFStWIDY2Fra2tgDuX2CwPiUlJQgLC4OrqytSU1MxduxYvf+ZMqZPfeoqkAoLC9G+fXujx3F1dQVwvwgUQrR8M2fOhKOjI1asWNHUqdRL6h8hGs/DWvfUx9fXFwA0i1gPsra2xmOPPVZnP331UKtWrQAAO3fu1J20EKJJNLT+Mem/tBcsWICAgABMmTLF4BVuIYRhysrKEB0dDXt7e8yaNQuXLl1CQEAATpw4gZCQEFhaWiIhIQFVVVW1+ubn5+Po0aPIzMzEq6++qvXx4bo+LVO9TUkfQ/IvLS3V/H7hwgVcv34dkZGRisapnldFRYVmW1BQEFxdXbFgwQKsWrUKV69exa1bt/D1119j7ty5mnEBoLKyst5YNecthGh8Bw4cwO7du7FhwwY4Ozs3dTo6Sf0jhPk9zHUPUHdd06tXL/j7+2P37t1ad7fKyclBcXExRo0aVedY+uqh4OBgqFQq7Nq1C0uWLMH169dx+/ZtHDhwAMuWLatzXwghGocp6h+TLvJYW1vj/fffx/Hjx7FlyxZThhZC1GH58uXYvHkzbt26hVu3boEkBg0aBF9fX7z22ms4f/48JkyYgOzsbFy+fBmffPIJACA8PFzz35t//vOfuHXrFvbu3Yv//ve/uHv3Ln788UccOXIE7u7uAO5/J3zbtm2aE72uPkqRxKxZs1BYWIjMzEz88Y9/RHBwMMaPHw8fHx+d4xw4cACHDx8GAOTm5mpi2tvbY+nSpSgvL0dUVBR8fX3h5uaGZ599Fr/73e9QXl6OY8eOAQCSk5NBEmq1WpP34cOHQbLWvK9cuWLkMySEMEZxcTFee+01TJgwAb/73e+aOh29pP4RonE8rHXPnTt36qxr7OzssHr1ahQVFWHs2LG4evUqcnNz8frrr+O5557DiBEj6hxLXz3k5OSExYsXgySWLVuGtm3bwsXFBa+88oomptRCQjQ+k9U/Bl/mWYH58+fTxcWFWVlZ5ggvhCBZWlrKjRs3ctmyZfTy8qKvry+XL1/OqqoqkmRFRQUXLlxIT09POjk5cfz48Vy5ciWDgoIYFxfHoqIizWu1e/fu3LdvH3fu3EmVSsXZs2ezsrKSBQUF7Nu3Lz09PZmQkECSevsoMW3aNKpUKsbFxbFVq1Z0cXHh+PHjWVBQoGmja5zg4GACIAB6enpq3TKUJLds2cJOnTrRwcGBwcHBPHToEElywIABmn4A+M477zAkJERr24YNG+qctxCi8UyZMoWtW7dmXl5eU6diEKl/hDCfh7nuebAWqauu+eijjxgYGEg7Ozu2a9eOCxcuZFlZmVYbKysrzps3T2tbffVQtdjYWPr7+9PJyYmDBw9mWlqa5jGphYRofCaqf9IsSNN/Bq+0tBRBQUHo1KkTDhw4UOeFxIQQj67XXnsNH374odZHj4UQAgC++uorDBkyBHv27MHIkSObOh2DSP0jhKhLY9Q91tbWWLJkCRYvXmy2MYQQ5mPC+ue0WW4z4+DggB07duDQoUNYuXKlOYYQQrRglZWVWtfEEUIIAMjOzsa4ceMwevToFrfAA0j9I4Som7nrnur4PXv2NNsYQgjzMXX9Y7Z7Cf+///f/8M4772Dx4sX48ssvzTWMEKKFuXXrFlJTU1FWVoajR4/KBf2EEAAAtVqNMWPGoFWrVti0aVNTp2M0qX+EEA8yV93zxRdfwNPTEwkJCUhJSUGnTp0QERFhkthCiMZjjvrHLF/XetCECRNw4MABpKamokOHDuYcSgjRhC5evIiAgACD+23duhVTpkwxQ0ZCiJZk+vTpiI+PxzfffIMnnniiqdNpMKl/hHi4NXXdc+bMGURGRuL69esYMGAA3nvvvXpvqS6EaL7MUP+cNvsiz507dxASEgKVSoWvv/4adnZ25hxOCCGEEC3Mrl27MHbs2BZ5HZ76SP0jhBBCCF3MVP+Y55o8D1KpVNi3bx8uXryIOXPmmHs4IYQQQrQg586dwx//+EfMnj37oVngAaT+EUIIIUT9zFn/WC1dunSpSSPWwcPDA7/5zW8QFRUFLy8vBAcHm3tIIYQQQjRz165dw+DBg9G5c2fs3LkTVlZWTZ2SSUn9I4QQQoiazFz/XDP7J3mqjRw5EsuWLcOMGTOwd+/exhpWiIfW5cuXsWjRIvj4+OCXX35p6nTMqqCgAL6+voiOjm7qVIQQJlJcXIyhQ4fCwsICH330EWxsbJo6JbOQ+qfpPIznycLCQvj5+em8e5ux89bV79y5cxg6dCicnZ3Rpk0bzJ8/HxUVFUbOojZzxzenU6dO4Y9//CM6duzY1KmIRtJcj1c5FluGRql/2Mjeeust2tra8quvvmrsoYV4qAwdOpS2trYEwMzMTMX9NmzYwJs3b5ovMTPIz8+nt7c3ly1bZtK4+vZFZGQkAWj9ODg4sH379hw3bhx//PFHrfa5ubmMi4vjoEGDOH36dJPmKsTDpLy8nIMHD6aXlxfT09ObOp1GIfVP43sYz5MFBQX08fHhypUr621j7Lzr65eTk0M3NzcePHiQN2/e5Lx58+jk5MTx48ezQ4cOdHR0ZPfu3fnee++xqqqqzti3bt1iTEwM+/TpQ5VKxUWLFumM7+HhwV9++UVnvkrOuUlJSQwODqa9vT3btWvHFStW1JsjSR45coSWlpa8cOFCrccWL16sVQ9YW1szNzeXPj4+tLCwoIeHh858leazb98+PvHEE1SpVAwJCeF///tfvXFrMrQeqW/ehu4/Q3311Ve16qzqn9WrVxs0n+vXr/Pll1+ms7Mz27Vrx40bNxqczz//+U/26tWLKpWKbdu25dixY5mVlaXVxtjjVUlsfW107a9Vq1YpPhbLysr49ttvK379CtNppPonrdEXeSorKzly5Ei6uLgwLS2tsYcX4qGyZMkSg4q4kpISPvbYY822eG1MSvfFL7/8QkdHR7Zp04ZFRUUsKSnhzp07qVKp6OzszNTUVE3bSZMmsUePHgTAadOmmXsKQrRIlZWVfPnllx+5OkDqn6bxqJ4nDZ23rn4rV66ks7OzVrvp06dz+/btvHXrFrOysjhp0iQC4Lx582rFPH78OP39/dm5c2du2rSJGRkZVKvVOuMroe+ce/jwYTo6OnLPnj0sLi7mP/7xD1pbW3PGjBl1xissLGS7du0IoNZiR3FxMd3c3LTeVA8dOlTz+LBhw/S+sVaST3JyMmNiYlhcXMxz584xODiYTk5OvH79uiG7xqB6pL55G7r/jDF58uQ6FywsLCyYnZ2teD7FxcV8/PHHGRkZyYKCAp48eZLu7u6MiYlRnMvu3bvp7u7OAwcO8O7du8zOzubIkSPZpUsXrcUPY45XJbGVtFGyv5Qci4a8foXpNGL90/iLPOT/VrC8vb0NPvkIIf4nLi7OoCJuwoQJBNDii1dTMGRf+Pr60tfXV2vbihUrahV5JFlRUUE7OztZ5BGiHrNmzXpkP9Ei9U/je1TPk4bOW1e/adOmab1pzMvLY3x8vFa/yspKBgQE0NvbW2t7SkoKHRwcOGLECJaVldU5Zs34htB1zg0MDOSUKVO0ts2YMYMAtP5BU+2VV17hW2+9VeciT0xMDD/66KN685g8ebLeOSjJJzY2Vuvx/fv3EwCPHDmiM3ZdlNYj9c3b0P1nqLKyMj777LM8c+aM1qLf7du3a9VWpO75zJ07lzY2Nrxx44Zm29KlS2ljY6P4NTBmzBg+88wzWtuOHTtGCwsLFhUVabYZc7wqia2vjdL9pe9YNOT1K0yrEeuftEa7Js+DbG1tsXfvXnh5eWHIkCG4du1aU6QhRLOTkZGB/v37w83NDVFRUfjggw+0Xh/Hjx9HaGgoHB0d0atXL1y+fFmrf1ZWFkaOHAlPT0+oVCr069cPp0+fBgBMnToV8fHxAAB3d3dYWFigpKREZx8l0tLSMGPGDLRr1w5XrlzB8OHDoVKpEBQUhJSUFABAeno6oqKi0LZtW2RlZWH48OHw8PDAqVOnAAApKSkYMGAAVCoV2rZti9dffx1FRUUAgLKyMnz44YcYNGgQ5s+frzV2YmIiAgMDYWdnh86dO+Pjjz/WevzgwYMICQmBg4MDOnbsiPXr1+vcF4Z4+umnAQA//vij1nYrKyvY29sbFEuIR0V0dDTWr1+PnTt3YvDgwU2dTqOT+qfhWuJ50traGhYWFrCwsNBs69q1q2ZbSUmJojalpaXYuXMnBgwYgAULFmiNoW/e9dHV79ChQ7CwsMDmzZtRUFCgyaW8vBzjx4/XimNpaYmAgAC0a9dOs+3GjRt46aWXEBoail27dsHOzk6rT33xc3JyAOg/xwP1n3Ozs7Nx5swZdOvWTWv7qFGjAKDW9bG2bNmCPn36ICgoqFas0tJSvPvuu5gzZw6mTJlS53NvaXn/LdX333+PAQMGwMHBAUFBQTh27JhB+bz22mtaj589exbt27dHSEiIZpvS41FJPVLfvA3Zf/qep/oez8vLw4cffoiePXvC2tpa037v3r0YPny44vlUVVUhPj4eISEh8PDw0GwfMmQI1Gq15jWtL9fevXsjOTkZf/3rX1FZWQmS2LZtG6KiouDq6qrzeNX3nOiLraSN0v2l71j09PRU9PpV8twK5Rq9/jH3MpIuV69eZefOndm5c2etj+QJ8ajq06cP9+7dy9LSUv5/9u48rqoC7x/4h32VRQTZFFNREXDDcoPEVNByySm3VNSpcNrUGZt8rGbqmXzKp8nRLB3RFtNyAVtMbRRMw90KEBVNcAFkk002AVnu9/eHP87DFZCLAQcun/frdV8Xzr3n3O85517Oh+89y08//SQODg6SmZkpIiKnT58Wc3Nzef/99+XWrVsSHh4uFhYWWt+4DR06VMaNGyeZmZmSmJgo7u7uMnz4cGX67733Xp1vKBsbpzEuLi4CQMzMzORvf/ub3LhxQy5evCj9+/cXMzMzuXTpkowaNUqMjIwEgPzrX/+Sn3/+Wbp16yZRUVESGRkpnTp1kr1790pxcbHs2rVLrKysZOjQoVJZWSlfffWV2NvbCwBZtmyZ8rqfffaZBAQESFJSkuTk5MjUqVPF0NBQ+XZpx44d4uLiIkePHpXS0lJ56aWXBIDs2LGjwWXRkPr25Fm3bp0AkICAgDrPt7W15Z48RPf4+9//LgYGBrJhwwa1S1Ed88+Da4/byVu3bomXl5fUjt15eXkybNgwASDFxcU6PWfr1q3KIUPLly9XnqfLfNdH1/GeffZZnfZc8PLykk2bNim/L168WADIu+++K35+fmJmZiY+Pj4SFRWlNV59029sG19bfdvcn3/+WQDIihUrtIZnZGQIAJk5c6Yy7NKlS/KHP/xBNBqNfP7553X2aPnwww/rHBrz+uuv15kHc3NzWbVqlWRmZsrZs2fF29tbrKysJC0trUn1iIhcu3ZNXn/9dXF3d5dz585pPdaU9+P98sj95lvXehtbT01ZjzUee+wxyc7O1nl+Lly4IABk9uzZWsNzc3O19rhurJaKigqZOXOmABAfHx+ZNWuWhIeH16mhvvdrY+tEl2nr+vqNLa/G3osNuffz+yDrjuqnQv5R53Ct2rKyssTX11c8PDzkypUrapdDpJrS0lIBIL/88osybN26dUp4HThwoEyYMEFrnEWLFmmFsSFDhsj69euVx+fPny+Ojo7K7/WF18bG0cXEiRPFwsJCqqqqlGGHDx8WAPLCCy+IiMhrr70mAOT48ePKczQajXh6etY5vrvmnAA1fwxzcnK0mjyVlZXi5OSkFcJSUlIEgMyaNUvKy8vF0dFRwsLClMfPnz8vnTt3lk8++aTBZdEQNzc36dq1q2RnZ0tpaans2bNH7O3txcDAQPbs2VPn+WzyEGl78803xcDA4IFOhKmvmH+arj1vJ1955RWtBo6IyBtvvKE0cHR9TlpaWp0mjy7zXR9dx9OlyXPs2DHx9fVVckB1dbU4OjqKq6ur7N69W4qKiiQ2NlZ69Ogh5ubmWu/5e6ff2Db+XvVtc/Py8sTAwEAGDx6sdT6VxMREASDz588XkbuHUAYHB0tWVpaISL1NnoqKCklPT5cffvhB5s+fL8bGxgJA6+9Zfcvo7NmzYmBgIEuWLNG5HhGRGzduKA0lMzMzefXVV7XyVVPejw3lkcbmW5d6G1tPTV2PIiJXr16ViRMn1vtYQ/Nz6NAhASBLlizRGl5VVSUAxM/PT+daNBqNPPnkk2JoaChWVlYSERFRp4b61rUu60SXaevynNrqW16NvRfrc+/n90HWHdVPpfyjzuFatXXt2hXR0dFwcnLCmDFjkJSUpHZJRKqwsLCAi4sLxowZgxUrViA9PR2vvPIKnJ2dER8fj/j4eAQFBWmNc+/utTExMXjxxRdx5swZzJ07F7t27UJlZeV9X/dBxrmXu7s7DA0NYWRkpAwbM2YMbGxs8OuvvwIAunTpAgDo27ev1msnJSVh4MCBWtMLDQ0FAOzfv18Zt/Yu7OfOnUN2dja8vLyU3WU9PDwAAAkJCfj555+Rk5MDPz8/ZRwfHx/k5eXh2WefbdK81SgpKcGsWbPg7OyMhQsXwtfXF1FRUZgyZcoDTY+oIxARLF26FO+99x4+//xzvPTSS2qX1GYw/zRde95Ompqa1hl276EnujzH0dFR63dd5/teDzpefSorK/H6669j+/btSg7IzMxETk4OAgMD8dRTT6FTp04YPHgwVq9ejfLycnz44YcNTq+xbbwuOnfujJCQEMTFxeHNN99EYWEhkpKSsGrVKgBQcseKFSuwZMkSdO3atcFpmZiYwNXVFRMnTsSWLVtw5MgR2NjY4P33379vDQMHDkS3bt0QHx+vcz3A3UxVVlaGI0eOYOTIkfjggw/wj3/8Q3m8Od6Pjc23LvU2tp4eZD1u2bJFOSRMVxUVFQAAS0tLreHV1dUA7n6udK1l5cqVGD58OKKjo2Fra4sZM2Zgy5YtjdagyzrRZdpNfX1dl1ft9+K96vv8NsdnsKNTO/+o3uQB7h73HBkZCTc3NwQEBOD8+fNql0SkivDwcNjZ2WHVqlV46KGH8MYbb0Cj0eDSpUsA6oa7e6Wnp2PixIlYtGgRJk6ciJkzZ0JEmn2ce9Uc/3svd3d3ZeNbu0lTIyUlBQBQWlqqNdzV1RWWlpbIyMio9zVycnIAAGlpaRARrVvNhqn285qDnZ0dfvzxRxQWFiIvLw/R0dEYO3Zss02fSN9oNBo8//zz2LBhA3bu3In58+erXVKbw/zTdO11O9lc7t3e6jrf93rQ8erz6quvYtmyZfDx8VGGFRcXAwA6deqk9dzJkyfDyMgIiYmJDU6vsW28rjZs2IBXXnkFn376KXr16oU1a9YgPz8fpqammDFjBg4ePAgRwcSJE5syu/D398fbb7+N1NTURpsrjo6OyjkGG6unNnNzcwQGBuI///kP+vfvj507dyqP/d73o67z3Vi9ja2npq5HEUF4eDimTZum87wAgLOzMwAgLy9Pa/itW7eUx3WpZdeuXfjmm2+wfPly+Pv745dffoGXlxdefvll3Lx58741NLZOdJl2U1+/qcur9nuxtvo+v831Geyo2kL+aRNNHuDuP1AHDx5E7969MXbsWJw9e1btkohanb+/P5KSkrBmzRo4ODjg3Xffxdq1a5Vv91JTUxsct6SkBAEBAbC1tUVMTAzmzJnT6An3HmSchtQXMPLz85XOf33c3NwA/F/YrM3Y2Bg9e/asd7yak9SFh4fX+3jnzp0BANu2bbt/0UTUIqqqqhASEoIvv/wSX3/9NZ5++mm1S2qzmH+apj1vJ1uCLvPdnOPda82aNQgMDMTUqVOVYSICNzc3GBsb4/r161rPNzExga2trfKPeX0a28brytLSEuvWrUNWVhZyc3Pxxhtv4MiRI1i+fDnc3Nzw8ccfY82aNcqeCgYGBli4cCEAwMvLC/369Wtw2v7+/nB1dYWJicl9a8jIyEDv3r11qqc+ZmZmePrpp1FVVQWged6Pus53Y/U2tp6auh4PHz4Mb29v2NjYNGl+asa5d2/IK1euAAAeffRRnWpZv349HnnkEeV3V1dXfP/998peVQ3RZZ3oMu2mvn5Tl1ft92KNhj6/zfUZ7IjaSv5pM00eALCxscHBgwfh6+uL0aNH48CBA2qXRNRqysvLsXLlSpibm2Pp0qW4fPkyvLy8cOrUKQwbNgyGhobYvn07NBpNnXFzcnJw7NgxXL9+HX/84x+1Dpuq3Xyp2ZumZpgu4zSl/rKyMuX3S5cu4ebNm8qGo6bumqACAIMHD0a3bt2wc+dOratbpaWloaioqMFdUAcNGgRbW1usWLEC77//PjIyMlBYWIijR4/i1VdfxcMPPwwrKyvs2LEDb731Fm7evIni4mLs379f2eX53mVBRM2jsLAQTzzxBL799lt8//33mDx5stoltXnMP7ppz9vJmmZA7W1dzTaz5ltzXZ5Ts+dIzbZUl/muT1PGq6iowJ07d+o8Z+fOnRg6dKiyJ0FlZSWio6OxcuVKdOrUCRMnTkR0dLTWXrmZmZnIz8/X+qfy3uk3to1/EFlZWZg2bRoCAgLw9ttvAwD27t1bZy+Fzz//HMDdDPPbb781OL1Tp07hL3/5y31f8/Tp08jMzKxzJaOG6mnI9evX8fjjjwNonvfjg8x3ffU2tp6auh63bNmCWbNm6TwfNUxNTRESEoLjx49r7akSGRkJCwsLTJ8+XadaTE1N6zSKevToATMzM1hZWSnD7n2/6rJOdJm2rq9foynLq7734v0+vy3xGewI2lT+ab7z+zSfO3fuSEhIiBgZGcm6devULoeoVZSVlYmpqals3LhRCgoKJDU1Vfr166ecyO3FF18UADJnzhxJTU2Vq1evSlBQkAAQOzs7mT17tgCQkJAQKSgokPDwcPHx8RFjY2NJSEiQI0eOSFhYmACQqKgo2bx5s+zfv7/RcXSxaNEiMTAwkNDQUMnLy5Nr167JqFGj5JFHHpGKigopKSmR4OBgASCxsbFa4+7atUsAyJQpUyQ9PV0yMjJk0qRJEhwcrHWyPyMjI62ra61Zs0brahcAxNjYWKKjo0VEZNWqVXUet7GxkYSEBBGROsuioSsOXL9+XSwtLcXS0lKSk5Pvuxw0Go2kp6eLqampTJ48WcrKynRafkT64saNGzJo0CBxcXGRn3/+We1y2h3mn/trz9vJzZs3CwBZu3atlJSUyCeffCJjxowRAMpFAXR5zr59+wSAjBw5UkpLS3Wa71WrVtVbky7jpaWlSY8ePQSAHD58WBn3nXfeqbONrbkdOHBARO6epLdz584SEBAgKSkpcuPGDQkKCpLx48cr02lo+o1t40Ua3+bevn1b4uPj5Z133hFHR0f585//LBUVFfddT/eegLiyslJeeukl+fTTT6W8vFzy8/Nl06ZNsnDhQq2M8re//U256lZmZqacO3dO+vXrJ88++6zO9dy4cUOcnJxk/vz5kpiYKAUFBbJ27VoZOHCg5Ofni8jdE+jq8n5sah6p74TTuiy/xtaTLutRRKSoqEicnJyU9/S9Gpuf3Nxc6datmyxYsECKiookKipKbGxsZPXq1TrXunfvXgEgK1eulPz8fMnKypJFixaJt7e33LlzR0Tqf7/qsk50mbYuz9FleenyXtTl86vruqO72lj+Uf/qWvezdu1aMTQ0lNDQUKmsrFS7HKIWVVZWJh9//LH84x//ECcnJ3Fzc5N33nlHCRFVVVXy+uuvi6Ojo1hbW8u8efPkvffek0GDBsn69euloKBAXnvtNbGxsREfHx/55ptvZNu2bWJlZSV//vOfpbq6WvLy8mTkyJHi6Ogo27dvFxFpdBxdLFq0SKysrGT9+vXSuXNnsbGxkXnz5kleXp6IiHIJWADi6Oio1awREdm9e7cMHDhQzMzMpHv37vL6669LeXm51nOMjIzkr3/9q9awTZs2Sa9evcTCwkIefvhhOXTokNbja9eulW7duom1tbWMHz9eq8FU37K419SpU+ts4J544okGl8OyZcvqPD8uLq7xBUikB06fPi1du3YVX1/fRhuidH/MP/Vrz9vJ0tJS+cMf/iDm5ubi7e0tR44ckZUrV8rw4cPl008/lZKSkkaf8+WXX2ptXwYOHKjzfNensfEOHDhQZ5vWq1cv+eCDDxr8B9HS0lJr+52QkCBBQUFibW0tXbt2laVLl0pJSYmIiJw6dare6ddobBvf2DbXyMhIevToIc8884ycOXNGp/V0b7NDo9HI3LlzxdraWjp16iSjRo2qNzNoNBrZvHmz9O/fX0xNTaVfv36yYcOGOl9W3a+efir7cQAAIABJREFUkpISCQoKEktLS7GwsBBfX195++23lSur1dDl/djUPFJfk0fX5dfYemrscZG7TdA5c+Y0+Bq6zM+1a9dkwoQJYmlpKf369ZMtW7Y0udZdu3bJgAEDxNTUVNzd3SU0NFRycnJE5P7vV13Wyf2mrcvr67q8GnsvNuXzq8u6ozaZf2INRNr2sQq7d+9GSEgIHn30UYSHhzf5OE0ianl/+tOf8OWXX2rtYt7cjI2N8dZbb+Fvf/tbi70GET2Yr7/+GiEhIQgICMCuXbuU4/npwTH/EBERtW1tNP/Etalz8tTn6aefxpEjR3D27Fn4+/v/7hPEEVHzq66uVi5V2ZLTHzBgQIu9BhE9mA8//BAzZszA3LlzsW/fvrYScNo95h8iIqK2qy3nnzbf5AHunhzu119/hZGREYYOHYrIyEi1SyKi/6+wsBAxMTEoLy/HsWPHmu1ExgcOHICjoyO2b9+O6Oho9OrVq8mXOSWillNcXIzZs2dj2bJlWLNmDcLCwmBsbKx2WXqF+YeIiKhtaQ/5p100eQDA3d0d0dHRCAwMxOOPP4533nmn3qsBEFHz+O2337Qur9nQzc7ODnFxcQDuXqby008/bZbXd3FxgZWVFZ599lm8//77iIyMVC75SkTqio+Px9ChQ3HkyBFERkZi8eLFapekt5h/2i5dt5NqXUKXiIiaV3vJP23+nDz12bRpE1555RX4+/vjq6++grOzs9olERERdQhbt27FCy+8gKFDh2LHjh1wdXVVu6QOg/mHiIhIHe0o/7T9c/LUJzQ0FCdPnkRycjKGDh2KEydOqF0SERGRXisvL8fzzz+PBQsW4LnnnsOhQ4facsDRS8w/REREras95p922eQBAD8/P8TGxmL48OEIDAzE22+/zd2XiYiIWsDly5fxyCOPICIiArt378aHH34IExMTtcvqkJh/iIiIWkd7zT/ttskDALa2toiIiMDKlSvxP//zP3j88ceRnp6udllEOrt27RreeOMNuLq6Ijk5We1yVJGfnw93d3e89957apdCRPcQEWzYsAF+fn6wtLTEuXPn8Ic//EHtsjo85h9q75h/mH+I2rL2nn/adZMHAAwMDLB8+XIcPXoU165dg6+vL7788ku1yyLSySuvvIIPPvgAmZmZTRrv448/RkFBQQtV1fpEBAYGBq32etnZ2Zg5cyZsbGzg4eGB9evX6zReVlYWNmzYgMceewwvv/xyncejoqIaPPHm6tWrW6QmopZy48YNBAcHY8mSJViyZAmOHj2K7t27q10W/X/MP9SeMf/cxfzD/ENtj17kH9EjpaWlsnz5cjE0NJTHH39cMjIy1C6JqFFvvfWWAJDr16/r9PySkhLp2bOn3Lp1q2UL01NFRUXi6ekpU6dOlby8PDl9+rTY29vLqlWrGh13wYIF4uvrKwBk0aJFdR5fuHChAKhzMzAwkBs3brRITUQtITw8XDp37iy9evWSY8eOqV0ONYL5h9oj5p/WxfxD1Dg9yT+xetXkqXHs2DHp1auXODo6ytdff612OUT3tX79+iaFnJCQEAHAkPOAXn31VTExMZHc3Fxl2Ntvvy0mJiY6rYOqqioxMzOrE3LKy8tl7NixEh8fL5WVlcrw4uJiefzxx1u0JqLmcvPmTZk2bZoYGBhIaGiolJSUqF0SNQHzD7UnzD+ti/mHqGF6ln9i2/3hWvXx9/dHbGwsJk+ejKeeegohISF6tWsntW1JSUl49NFHYWdnh+XLl+Pzzz9HVlaW8vjJkyfh7+8PS0tLDB48GNeuXdMaPzU1FdOnT4ejoyOsrKwwatQoxMXFAbh7ZZWtW7cCAOzt7WFgYICSkpL7jqOLfv36ae1a+9tvvwEAPvjgA2XY7t27AQDh4eEYOHAgzMzM0KdPH3z99dcAgMTERCxfvhzOzs5ITU3FpEmT4ODggJ9//rnBZVJWVoZt27Zh9OjRWLFihVZN0dHRGD16NKysrODs7IwXXnhB+RxfvnwZr732Grp27YrMzEy8+eab6NKlC1xdXREREdHgfGo0GmzduhXDhg2Dg4ODMnzChAmorKxUlu39GBkZwdzcvM7w7OxsfPnllxgwYACMjY2V4REREZg0aVKL1kTUHL7++mv4+PggLi4Ohw8fRlhYGKysrNQui5qA+YfUxPzD/MP8Q+2RXuYftdtMLe3AgQPi5uYmzs7O8sUXX4hGo1G7JNJzQ4cOlYiICCkrK5OffvpJHBwcJDMzU0RETp8+Lebm5vL+++/LrVu3JDw8XCwsLLS+yRo6dKiMGzdOMjMzJTExUdzd3WX48OHK9N97770632Q1Nk5jsrOzJTAwUADI3r17leEajUZefvll2bx5s2g0Gvnss88kICBAkpKSJCcnR6ZOnSqGhoYSExMjo0aNEiMjIwEg//rXv+Tnn3+Wbt26SVRUVIPLZOvWrWJnZycAZPny5crrRkZGSqdOnWTv3r1SXFwsu3btEisrKxk6dKhUVlaKv7+/8lqLFy+W2NhYKSgokICAALGzs9P6Jqm2CxcuCACZPXu21vDc3FwB0Og3TjVsbW3r3V25Po899phkZ2c3+Hhz1UT0oNLS0mTevHkCQObNmydFRUVql0TNgPmHWhvzD/NPbcw/1Nbpcf7Rz8O17pWfny+LFi0SQ0NDGTt2rFy+fFntkkhPlZaWCgD55ZdflGHr1q1TQs7AgQNlwoQJWuMsWrRIK+QMGTJE1q9frzw+f/58cXR0VH6vL+Q0No4uzp8/LwBk8+bNWsMXLFggIiKVlZXi5OQkly5dUh5LSUkRADJr1iwREXnttdcEgBw/flznZZKWlqYVcjQajXh6esrLL7+sVUfNsfsbNmwQEZFly5YJAK1jvVevXi0AJC0trd55PHTokACQJUuWaA2vqqoSAOLn56fDktI95Fy9elUmTpx43+c0V01ETVVRUSHvv/++WFlZSd++feXQoUNql0TNjPmHWgvzD/NPbcw/1JZ1gPyjn4dr3cve3h4bN27EL7/8gqKiIvj4+GDJkiW4ffu22qWRnrGwsICLiwvGjBmDFStWID09Ha+88gqcnZ0RHx+P+Ph4BAUFaY0zaNAgrd9jYmLw4osv4syZM5g7dy527dqFysrK+77ug4xzLx8fH4wdOxYbN25UhsXGxmL48OEAgHPnziE7OxteXl7KLsweHh4AgISEBABAly5dAAB9+/bVaZkAgKOjY515SUpKwsCBA7WGh4aGAgD2798PAHBycgIArV2HLS0tAaDBea+oqNB6Xo3q6moAgKmpaUOL54Fs2bIFM2fOvO9zWrsmIgA4fvw4hgwZgrfeeguvvvoq4uPjMXbsWLXLombG/EOthfmH+ac25h9qqzpK/ukQTZ4aQ4YMwenTp/Hxxx9jy5YtGDBgAH744Qe1yyI9Ex4eDjs7O6xatQoPPfQQ3njjDWg0Gly6dAlA3Y36vdLT0zFx4kQsWrQIEydOxMyZMyEizT5OfZYuXYqYmBicOnUKALBjxw7MnTsXAJCTkwMASEtLg4ho3c6dOwcADV4GtKFlAgCGhtp/hlJSUgAApaWlWsNdXV1haWmJjIyMesfTRU2wysvL0xp+69Ytrcebg4ggPDwc06ZNazM1EeXn52PJkiUYPXo0nJycEBcXh7fffhtmZmZql0YtiPmHWgPzT13MP22jJqKOln86VJMHuPuHMTQ0FJcuXYKfnx+eeOIJTJ8+HampqWqXRnrC398fSUlJWLNmDRwcHPDuu+9i7dq1yjcS93uvlZSUICAgALa2toiJicGcOXPqPcnd7x2nIU888QQ8PT3x8ccfo7CwEBYWFsqJx2xtbQHcDSxN1dAyqY+bmxsAKKGwNmNjY/Ts2bPJr1/D29sbNjY2SEpK0hp+5coVAMCjjz76wNO+1+HDh5XXays1UcdVXV2NTZs2oU+fPvjmm28QHh6OH3/8UetbZ9JvzD/U0ph/6mL+aRs1UcfVUfNPh2vy1HB1dUV4eDgOHDiA+Ph49OvXDytWrEBRUZHapVE7Vl5ejpUrV8Lc3BxLly7F5cuX4eXlhVOnTmHYsGEwNDTE9u3blW9xasvJycGxY8dw/fp1/PGPf4SRkZHyWO1vpWq+LaoZpss4ujIwMMDixYuxe/durF69GgsWLFAeGzRoEGxtbbFixQq8//77yMjIQGFhIY4ePYpXX30VAJT5qqqq0mmZAP+3a3HNOIMHD0a3bt2wc+dOlJSUKNNJS0tDUVGRsvtveXk5gP/brbeh16/N1NQUISEhOH78uNYVZyIjI2FhYYHp06c3eZk1ZMuWLZg1a1ajz2vNmqhjOnjwIAYPHoyXX34Z8+fPx8WLF/HUU0+pXRaphPmHWgLzD/NPDeYfais6dP5p3XMAtU0VFRUSFhYmTk5O4uDgIKtWrZI7d+6oXRa1Q2VlZWJqaiobN26UgoICSU1NlX79+iknBXzxxRcFgMyZM0dSU1Pl6tWrEhQUJADEzs5OZs+eLQAkJCRECgoKJDw8XHx8fMTY2FgSEhLkyJEjEhYWJgAkKipKNm/eLPv37290nKYoLi4WOzs7mTx5cp3H1qxZIwC0bsbGxhIdHS0lJSUSHBwsACQ2NlbnZbJv3z4BICNHjpTS0lIREdm1a5cAkClTpkh6erpkZGTIpEmTJDg4WDQajZSXlyuvtWPHDtFoNFJRUSHTp08XABIWFtbglWRyc3OlW7dusmDBAikqKpKoqCixsbGR1atXK8/58MMPxdbWVk6fPq01rkajkfT0dDE1NZXJkydLWVlZva9RVFQkTk5OyvzUVt+0damJqKkuXrwokyZNEgAybtw4OX/+vNolURvD/EPNhfmH+UeE+YfaBuafDnJ1LV3l5+fL8uXLxdzcXPr06SPh4eFql0TtTFlZmXz88cfyj3/8Q5ycnMTNzU3eeecdZYNbVVUlr7/+ujg6Ooq1tbXMmzdP3nvvPRk0aJCsX79eCgoK5LXXXhMbGxvx8fGRb775RrZt2yZWVlby5z//WaqrqyUvL09Gjhwpjo6Osn37dhGRRsdpqmXLlsnBgwfrfWzTpk3Sq1cvsbCwkIcfflg5I/2wYcOU4OPo6CjLli1rdJl8++23WoFp4MCByuvs3r1bBg4cKGZmZtK9e3d5/fXXpby8XERERo8erTXeP//5T63XByAfffRRg/N37do1mTBhglhaWkq/fv1ky5YtWo+vXbtWbG1t5cyZM3WWy70hLy4urs70N2/eLHPmzKn3tRuadmM1EekqPT1dQkNDxcjISPz8/Jr8jw51PMw/9Hsx/zD/iDD/kLqYfxSxBiIPsE+jnktNTcWbb76JL7/8EsOHD8cHH3yAkSNHql0WERFRg0pLS/HRRx/h3XffhY2NDf72t7/hueeee6CTdFLHxPxDRETtDfNPHXEdds7vp3v37ti6dStOnDgBAwMDBAQEYPbs2fWeCI2IiEhN5eXl+Oijj9C7d2+89957WLFiBZKSkhAaGtqRAw49AOYfIiJqL5h/Gtax574RI0aMwPHjx7Fr1y6cP38ePj4+mDNnDn777Te1SyMiog7uzp07+Pjjj9G7d28sX74cM2fORFJSEv7rv/7rga8wQwQw/xARUdvF/NM4NnkaYWBggKeffhrnzp3Dd999h4sXL8Lb2xszZszA5cuX1S6P6L5+++03GBgYNHp7+umn1S6ViHRUUVGBrVu3on///li2bBmeeOIJ5RK9jo6OapdHeoL5h9oz5h8i/cP8ozuek6eJNBoNvv76a/z9739HYmIinnrqKaxcuRJ9+vRRuzQiItJjlZWV2LFjB/77v/8baWlpWLBgAf7+97/Dzc1N7dKoA2D+ISIiNTD/NBnPydNUhoaGmD59Oi5cuIAvvvgC8fHx8Pb2xsKFC7kbMxERNbvy8nJs3LgRnp6eCA0NxYQJE3D16lWEhYUx4FCrYf4hIqLWxPzz4NjkeUBGRkaYO3cuLl68iM8++wwnT56Et7c3nnzySZw4cULt8oiIqJ3Lz8/HypUr0aNHDyxduhQTJ05EUlIS1q9fD3d3d7XLow6K+YeIiFoS88/vx8O1molGo8H+/fvxv//7vzhx4gT8/PywePFizJkzB0ZGRmqXR0RE7URKSgr+/e9/Y+PGjRARLFiwAK+99hq/taI2ifmHiIiaA/NPs4ljk6cFxMTE4MMPP8T27dvh4eGBxYsXIzQ0FBYWFmqXRkREbVR8fDxWr16NHTt2wNHREaGhoVi6dCns7OzULo1IJ8w/RETUVMw/zY5NnpZ0+fJlrF69Glu3boWdnR1eeeUVLFq0CF26dFG7NCIiagNEBFFRUfjnP/+JQ4cOYdCgQXj11VcxY8YMmJiYqF0e0QNh/iEiovth/mlRbPK0hqysLHz00Uf497//jbKyMsyYMQMvvvgihg0bpnZpRESkgoKCAmzZsgX//ve/kZiYiHHjxuGvf/0rgoKC1C6NqNkw/xARUW3MP62CTZ7WVF5ejvDwcKxduxZxcXEYMmQIFi1ahDlz5sDKykrt8oiIqIXFxsYiLCwMX331FQwNDTF79my89NJLGDBggNqlEbUY5h8ioo6N+adVscmjlpiYGGzatAnbtm2DqakpZs6ciSVLlqB///5ql0ZERM2ooqICe/bswaZNm3Do0CH07dsXCxcuRGhoKOzt7dUuj6hVMf8QEXUMzD+qYZNHbdnZ2fj0008RFhaGGzduYPz48XjhhRfwxBNPwNjYWO3yiIjoAV29ehWbN2/GZ599hoKCAkybNg0vvPACAgMD1S6NSHXMP0RE+on5R3Vs8rQV1dXV2LdvHzZs2ICoqCg4OTlh7ty5WLhwIby9vdUuj4iIdFBSUoLdu3fj888/x7Fjx+Di4oLQ0FCEhobCxcVF7fKI2hzmHyKi9o/5p01hk6ctSktLw1dffYXNmzfj6tWr6N+/P0JCQvDss8/yyhRERG1QzSEoO3bswJ07dxAUFISQkBA8+eSTvEoEkY6Yf4iI2hfmnzaJTZ62TKPR4OTJk9i2bRu2b9+OyspKjB8/HiEhIZg2bRp3ZyYiUlF6ejq+/PJLfPLJJ7hy5YryD+nChQvh5OSkdnlE7RbzDxFR28X80+axydNeFBUVITw8HJ9//jlOnjwJd3d3zJs3D7Nnz4avr6/a5RERdQhFRUXYs2cPtm3bhh9//BGdO3fGnDlzsHDhQgwcOFDt8oj0DvMPEZH6mH/aFTZ52qPLly9jy5Yt+Oqrr3Djxg30798fs2bNwsyZM9GnTx+1yyMi0iulpaXYt28fdu3ahR9++AEajQbBwcFYsGABJk2aBFNTU7VLJOoQmH+IiFoP80+7xSZPexcTE4OtW7ciIiICmZmZ6N+/P6ZPn465c+eid+/eapdHRNQu3blzB5GRkYiIiMB3332H27dvY8SIEZg+fTpmz57N3ZGJVMb8Q0TU/Jh/9AKbPPqi5vj1iIgI7Ny5E9nZ2crxkfPmzYOrq6vaJRIRtWnV1dU4deoUIiIisH37duTn5yvBZubMmXB2dla7RCK6B/MPEdHvw/yjd9jk0UeVlZWIjIzErl27sGfPHty+fRsjR47E1KlT8eSTT6JXr15ql0hE1CaUlpYiKioKe/bswd69e5Gbm4tHHnkEM2fOxIwZM+Du7q52iUSkI+YfIiLdMP/oNTZ59F15eTn+85//4Ntvv8X+/fuRn58PHx8fTJ06FVOnTsXQoUNhYGCgdplERK0mNzcXe/fuxZ49exAVFYXy8nIMHz4cU6dOxdNPP42ePXuqXSIR/U7MP0RE2ph/Ogw2eTqSml3x9u3bh2+//RaJiYlwdHTEhAkTMH36dAQFBcHMzEztMomIml1ycjL27NmDffv2ITo6GkZGRvD398ekSZMwffp0HtJBpMeYf4ioo2L+6ZDY5OnIzp49iz179mDPnj2Ii4uDra0tJkyYgMcffxzBwcHo2rWr2iUSET2QqqoqnDp1CgcOHMD333+PCxcuwN7eHk888QSmTp2KCRMmwNraWu0yiUgFzD9EpK+Yfwhs8lCNlJQU7NmzB99//z2OHz+OiooKDBo0CMHBwZgwYQJGjhwJExMTtcskImpQSkoKDh48iAMHDuDHH39EUVERevbsqQSb0aNHw9jYWO0yiagNYf4hovaO+YfuwSYP1VVaWoqTJ0/i0KFDOHToEGJiYmBpaYmRI0di3LhxmDJlCry8vNQuk4g6uLKyMpw4caLBv1Xjxo2Dn5+f2mUSUTvB/ENE7QHzDzWCTR5q3NWrV5Xu8JEjR1BSUoI+ffpgwoQJGDduHAICAmBnZ6d2mUSk5zQaDeLj43HkyBEcPHgQR48eRXl5OQYMGIDg4GAEBwfD39+f59YgombB/ENEbQHzDzURmzzUNBUVFThx4gQOHDiAgwcP4ty5czA0NMSgQYMQGBiIwMBABAQEwNbWVu1Siaid02g0OH/+PH766SccOXIEx44dQ35+PhwcHDB27FhMmDABwcHBPGkgEbU45h8iai3MP/Q7sclDv09xcTHOnDmj7C4YFxcHAwMD9O3bF/7+/soug/b29mqXSkTtwLVr15S/J4cPH0ZeXh46deqEYcOGKX9PBg8eDENDQ7VLJaIOjPmHiJoT8w81IzZ5qHnl5OQgOjoa0dHROHLkCC5evAhDQ0P4+flh9OjRGDVqFIYPH84rVxARKisrERcXh1OnTuHYsWOIjo5Gbm4u7O3tERAQgDFjxiAwMBADBgxgqCGiNo35h4h0xfxDLYxNHmpZ2dnZiI6Oxk8//YSjR4/i4sWL0Gg06NmzJ0aOHInhw4dj5MiR8PX15VnfifRcVlYWTp8+jZMnT+LUqVOIiYlBWVkZHBwcMHLkSIwZMwajR4/GoEGDGGqIqF1j/iGiGsw/1MrY5KHWVVxcjPj4eJw4cQLHjx/HqVOnkJeXBysrKwwaNAh+fn7w9/fH6NGj4eTkpHa5RPSAqqur8dtvvymf9ZiYGFy6dAkigp49e2LUqFHw9/fHqFGj4OXlxVBDRHqN+YeoY2D+oTaATR5Sl0ajwaVLl3Dq1CmcPHkSp0+fxm+//QYRgaenJ/z8/DBkyBAMGTIEfn5+vIoFURtUXV2NS5cuITY2FjExMYiNjUVsbCxKS0thZ2eH4cOHY8SIERgxYgSGDRsGGxsbtUsmIlIV8w9R+8f8Q20UmzzU9uTn5+P06dM4c+aM8kczMzMTANCzZ886wcfBwUHliok6jqqqKiQkJGgFmvj4eJSWlsLMzAwDBgyAn58fhg4dihEjRqBfv378loqISAfMP0RtF/MPtSNs8lD7kJmZqfVHNSYmBmlpaQAADw8PJfj4+vrCx8cHDz30EAwMDFSumqh9KywsxMWLF3H+/HmcPXsWMTExOHfuHMrLy2FhYYGBAwcq/2wMGTIE3t7eMDExUbtsIiK9wfxD1PqYf6idY5OH2q/s7Ow6u0cmJycDAKysrNC/f3/4+voq997e3nBzc1O3aKI2qKysDJcuXcKFCxeQkJCA8+fP4+LFi0hJSQEAWFtbK4GmJtR4eXnxZKFERCpg/iFqHsw/pKfY5CH9UlxcrPyRTkhIwIULF3DhwgXcvHkTAGBvbw8fHx94e3vD19cXXl5e6Nu3L1xdXVWunKjllZaWIikpCZcvX1aCzPnz53Ht2jVUV1fDzMwMXl5e8Pb2ho+Pj/JZ6dGjB78ZJiJqw5h/iBrG/EMdDJs81DEUFBTgwoULuHjxIhISEnDx4kWcO3cO2dnZAAAzMzP06tUL3t7e6Nmzp3Lz8fGBs7OzytUT6a6qqgqpqam4du2acqt5zycnJ0Oj0cDIyAgeHh7o378/vL29lXsfHx+YmZmpPQtERNRMmH+oo2D+IVKwyUMdW0ZGBhITE5GUlISkpCQkJiYiMTERV69eRUVFBQCgS5cu6NOnD/r27QtPT0/06tULHh4e6NGjB7p27aryHFBHVFZWhuTkZKSkpCA5OVn5dioxMRHJycmorKwEADg7O6NPnz7o06cPPD094enpiT59+qB3794MM0REHRjzD7VHzD9EOmGTh6g+1dXVSElJUYLP5cuXlSCUmpqK6upqAICFhQV69OgBDw8PJfjU/tnFxYW7eVKT3b59G8nJyUqQqQkzNT9nZWUpz7Wzs1MCTN++fbUCDS/VSURETcH8Q2pi/iFqFmzyEDVVZWUl0tLSlA1P7VtKSgrS0tJQVVUF4O5u0B4eHujWrRtcXV21bi4uLnBzc4OzszPMzc1VnitqLdnZ2cjKykJaWhpu3ryJtLQ05feMjAykpKQgJydHeX7nzp21AnSPHj2Um4eHB+zs7FScGyIi6iiYf+j3YP4hajVs8hA1t6qqKqSnp2uFoBs3biAzMxPp6enIysrCzZs3Ufuj5+DgoBV63N3d4ezsjC5dusDR0RFdunRBly5d4ODgwEDUBuXl5SE3N1frPjMzUwkvtUNNzW7wAGBpaamsa3d3d7i4uGgFGQ8PD34bRURE7QLzT8fD/EPUJrHJQ6SGyspKZGdn19kA3rhxQ/l24+bNm8jNzYVGo9Ea19raGg4ODnBycoKDg4MSfmrf29jYKLdOnTrBxsaG33g0ory8HEVFRSgqKkJhYSEKCwuVn2vCS05OTp0wU986srKygrOzM1xcXLS+tawdZN3c3BhgiIioQ2H+aXuYf4j0Dps8RG3dvRvVmp+zs7O1fq9935CGwo+trS0sLCxgaWkJMzOz+96bmprCyspKuQcAQ0ND2Nra1nk9IyOjJm/IKyoqcPv27TrD79y5g9LSUgB3zxlQVFTU4L1Go0FhYWGd+5KSEhQXF9cbZmpO1ncvCwsLJUDe+61iQ8P5bSMREdHvw/xzF/MPETURmzxE+qhmI157g15QUHDf4WVlZbh9+7YSMmrua4eL5mJiYgJTU9N6w8zvURO2asLVvffW1tZaAc/W1hZ2dnbK7/UNNzExadYaiYiIqGW0h/xjbm6O4uLiZp0u8w8R1cImDxH0JJhKAAAgAElEQVTppibs1NyXl5ejrKwMgG7fPtW2Z88e7Nu3D5s3b67zmC7fitU85957IiIioubUnPmnrKwM5eXlsLe3r/MY8w8RNZM4Y7UrIKL2wczMDGZmZs0yrYyMDBw+fBjTp09vlukRERERtYTmzD9ERK3BUO0CiIiIiIiIiIjo92OTh4iIiIiIiIhID7DJQ0RERERERESkB9jkISIiIiIiIiLSA2zyEBERERERERHpATZ5iIiIiIiIiIj0AJs8RERERERERER6gE0eIiIiIiIiIiI9wCYPEREREREREZEeYJOHiIiIiIiIiEgPsMlDRERERERERKQH2OQhIiIiIiIiItIDbPIQEREREREREekBNnmIiIiIiIiIiPQAmzxERERERERERHqATR4iIiIiIiIiIj3AJg8RERERERERkR5gk4eIiIiIiIiISA+wyUNEREREREREpAfY5CEiIiIiIiIi0gNs8hARERERERER6QE2eYiIiIiIiIiI9ACbPEREREREREREeoBNHiIiIiIiIiIiPcAmDxERERERERGRHmCTh4iIiIiIiIhID7DJQ0RERERERESkB9jkISIiIiIiIiLSA2zyEBERERERERHpATZ5iIiIiIiIiIj0AJs8RERERERERER6wFjtAohIv50/fx5Lly5FdXW1MqygoADGxsYIDAxUhhkYGGDUqFFYuXKlClUSERERERG1f2zyEFGL6tevH2JjY1FQUFDnsRs3bmj9PmvWrNYqi4iIiIiISO/wcC0ialEmJiaYPXs2TE1N7/s8IyMjPP30061UFRERERERkf5hk4eIWtzs2bNRUVHR4ONGRkYICgqCg4NDK1ZFRERERESkX9jkIaIW5+/vD1dX1wYfFxHMmzevFSsiIiIiIiLSP2zyEFGLMzAwwNy5c2FiYlLv4yYmJpg8eXIrV0VERERERKRf2OQholYxe/ZsVFZW1hlubGyMJ598EtbW1ipURUREREREpD/Y5CGiVjFo0CB4enrWGV5dXY05c+aoUBEREREREZF+YZOHiFrNvHnz6hyyZW1tjeDgYJUqIiIiIiIi0h9s8hBRq3nmmWdQVVWl/G5iYoJZs2Y1enl1IiIiIiIiahybPETUanr16oVBgwbBwMAAAFBZWYlnnnlG5aqIiIiIiIj0A5s8RNSqQkJCYGRkBABwdHREQECAyhURERERERHpBzZ5iKhVzZgxAxqNRrmsek3Dh4iIiIiIiH4fNnmIqFW5uroiICAAIsJDtYiIiIiIiJqRgYiI2kUQUesoLi7WuhUUFKCoqAhFRUWoqKhAaWkp7ty5g7KyMpSXlyv3tX8uKyvDnTt3UFpaioqKCty+fbvO61RXV6OoqKjeGoqKilBdXa38bm1tXeeKWwBgamoKKyurOsONjIxgY2MDQ0ND2NraKvcGBgaws7MDANjb22vd29nZKY936tRJ62Zvb49OnTrB2Ni46QuUiIiIiIio7Yhjk4eoHdFoNMjNzUVeXp7WLScnB7m5ubh16xaKiopQUFBQp6Fz69atBqdrbm4OCwsL5d7MzAyWlpbKfU3DpebexMQE1tbWMDY2RqdOneqdZk1j5V6WlpaoqqpCZGQkpk2bhoKCAtT3Z+j27duoqKioM7yyshIlJSWoqqpCcXGxcl/TWKq512g0KCwshIgor1FQUNDgMrCwsFAaP3Z2drC1tdX63cHBAV26dIGDgwMcHBzg6Oio/G5padngdImIiIiIiFoJmzxEaisqKkJGRgZu3ryJtLQ0ZGdnIyMjQ6uZU/vne3Xq1AldunSBo6Mj7O3tYWNjAzs7O1hbWytNipphbWkvljt37sDMzKzVX7ehvZlqDyssLERhYaHWc2qvg9qXgQfuNohqmkD33lxdXeHi4qLcunbtyvMQERERERFRS2CTh6il3L59G8nJyUhPT0dWVhYyMzOVW0ZGBrKyspCRkYHS0lJlHBMTEzg5OcHFxQWOjo733Xuk5jFTU1MV57JjKigoQE5OTp0GXO29qvLy8pCdnY309HQUFxcr4xoaGqJr165wdnaGq6srunbtCjc3N3Tt2hXu7u7o2rUrunfvDhcXl3r3hCIiIiIiImoAmzxED6qsrAyZmZm4du2a1i0jIwOZmZm4fv26chiSmZkZOnfurOzVce+9vb09XF1d4eHhwb089FB5eTny8/OVBl9D9zdv3oRGowFw95xE7u7uyvukZ8+eWrfu3bvzPEJERERERFQbmzxEDamoqMD169eRlJSEpKQkXL16FSkpKUhOTkZKSorW3hnOzs7w8PCAh4cHunfvDg8PD/To0QMeHh5wc3ND586dVZwTai/u3LmDzMxMpKamKu+zlJQUpKamKj/fuXMHwN0TULu5uSnvtR49eqBPnz7w9PSEp6cn33NERERERB0PmzzUsVVVVSE5ORlXrlxBUlISEhMTkZSUhCtXriAlJUU594qzszN69+6Nhx56SKuRU3MzNzdXeU6oo8jMzKy3+XP16lVcu3ZNaQJ17twZnp6e6N27t1bzp3fv3spVyIiIiIiISK+wyUMdw+3bt3Hp0iVcuHABFy9exMWLF5GYmIjk5GRUVlYCABwdHev9h9jT07PBK0gRtSXV1dVITU1VGpW1G5f3vtc9PT3Rr18/eHl5wdfXF/3790e3bt1UngMiIiIiIvod2OQh/XLnzh2liXPhwgUkJCQgISEBycnJ0Gg0MDc3h5eXF7y8vLSaOZ6enty7gfRazV5rtRs/ly9fxoULF5CVlQUAsLW1hbe3t9bNx8cHzs7OKldPREREREQ6YJOH2q/k5GTExcUhLi4OCQkJuHDhAq5evYrq6mqYmpqiT58+yj+p/fv3h6+vL3r27MkTGxPdIz8/X9nL7fz580qTNDc3FwDg4OCgfI4GDhyIwYMHw9fXFxYWFipXTkREREREtbDJQ22fRqNBYmIi4uLiEBsbq9zfunULhoaG6N27N3x9fZWGjre3Nzw9PWFiYqJ26UTtWnZ2ttYecQkJCTh37hyKiopgbGwMLy8vDB48GIMHD8aQIUMwaNAg2NjYqF02EREREVFHxSYPtS2VlZW4cOGCsodObGwszp07h5KSEpiYmMDb21v5p3Lw4MEYNGgQrK2t1S6bqMMQEVy5ckWr6RoXF4ecnBwYGBigV69eStNnyJAhGDx4MBwdHdUum4iIiIioI2CTh9SVkZGBmJgYxMTE4MSJEzhx4gTKyspgYmICT09P+Pn5ad14eAhR21TzWb548SISEhIQExODS5cuQUTg4uICPz8/+Pv7Y9SoURg6dCivSEdERERE1PzY5KHWU1ZWhtjYWJw+fVq5paWlwcjICD4+Phg+fDiGDx+ORx55BH379uW5c4jaudzcXPz66684c+YMzpw5g9OnT+PWrVswNzeHn58fhg0bhhEjRmD48OFwd3dXu1wiIiIiovaOTR5qORkZGYiOjsapU6dw+vRpnD17FpWVlejatSuGDRuG4cOHY8SIERg6dCgPuSLqAEQEly9fVho+p06dwoULF1BdXQ03Nzflb4K/vz/8/PxgbGysdslERERERO0JmzzUfFJTUxEdHY3o6GgcPXoUSUlJMDExwZAhQzBs2DDlW/uHHnpI7VKJqI0oKSnBr7/+quzdd+rUKWRnZ8Pa2hr+/v549NFHMXr0aDz88MM8mToRERER0f2xyUMPLiMjAydOnMChQ4dw/PhxXLx4EcbGxhg4cCDGjRuHUaNG4dFHH4Wtra3apRJRO3Lt2jUcP34cJ06cwMGDB5GSkgJLS0sMHjwY/v7+GDduHPz9/XleHyIiIiIibWzykO7S0tIQFRWFw4cP46effkJaWhosLCwwbNgwjB49GoGBgRg2bBhPjkxEzSopKQlHjx5V9hRMTU2Fubk5hg0bhsDAQAQFBeGRRx7h4V1ERERE1NGxyUMNKy0txdGjRxEZGYnIyEgkJCTAwsICo0aNwujRozF69Gg88sgjMDMzU7tUIupArl+/jqNHj+Knn37CkSNHkJKSAltbW4wdOxbjx49HUFAQevbsqXaZREREREStjU0e0nbt2jUcOnQIe/fuxaFDh1BeXo6ePXti3LhxGDduHCZMmIBOnTqpXSYRkaLm79ahQ4cQGRmJwsJCrb9b48ePh52dndplEhERERG1NDZ5Orr8/Hz85z//wcGDBxEVFYWsrCw4Ojpi3LhxCAoKQlBQEFxdXdUuk4hIJxUVFTh58qSyB2JcXByMjIwwYsQIBAUFYeLEiRgyZIjaZRIRERERtQQ2eTqiK1euYM+ePdi7dy+OHz8OIyMjjBw5UmnqDB48GIaGhmqXSUT0u+Xk5Ch7+ERGRiIjIwPdunXDpEmTMHXqVAQGBvKQUyIiIiLSF2zydAQajQZxcXHYu3cv9u3bh5iYGNjb22PcuHGYNGkSpkyZwkMZiKhDSEhIwL59+7B3716cPHkSFhYWeOyxxzB58mRMmTIFzs7OapdIRERERPSg2OTRV2VlZTh06JDyz0xmZiYeeughjB8/HpMmTUJwcDBMTU3VLpOISDXZ2dk4cOAAIiIiEBUVhcrKSgwePBiTJk3CjBkz0L9/f7VLJCIiIiJqCjZ59ElNYyciIgLffPMNysrKlH9YJk+eDD8/P7VLJCJqk0pLS/Hjjz9i37592LNnD27evIn+/ftj+vTpmDlzJry8vNQukYiIiIioMWzytHelpaXYv38/wsPD8cMPP6CiogJjxozBjBkzMGXKFDg5OaldIhFRu1JdXY1jx45h9+7d+Prrr5GVlYUBAwZgxowZmDFjBjw9PdUukYiIiIioPmzytEfl5eWIiopCREQEvvvuO9y+fRsjRoxQvnHmOSWIiJqHRqPByZMnERERgfDwcGRlZSl7+DzzzDPo06eP2iUSEREREdVgk6e9qKysxIEDB7Bz507s3bsXt2/fxqOPPorp06fjqaeeQteuXdUukYhIr1VXV+Onn35CeHg4vvnmG+Tm5sLPzw8zZ87EM888Azc3N7VLJCIiIqKOjU2etu7s2bP44osvsH37duTk5MDf3x8zZszAU089BRcXF7XLIyLqkKqqqnD48GHlHGiFhYUYO3YsQkJCMG3aNFhaWqpdIhERERF1PGzytEX5+fnYvXs3wsLCEBsbi+7du2P27Nl4/vnn0atXL7XLIyKiWioqKnDw4EFs27YN3333HSwsLDB16lSEhIRg7NixMDAwULtEIiIiIuoY2ORpK+7cuYPIyEjlnwRLS0tMmTKF/yQQEbUjt27dQkREBLZu3YoTJ06gW7dueOaZZ/Dcc8+hd+/eapdHRERERPqNTR61xcfHIywsDDt37kRRURHGjx+PkJAQPPnkk7CwsFC7PCIiekDnz5/Hli1bsH37dty8eRP+/v547rnnMGPGDJibm6tdHhERERHpHzZ51FBeXo6IiAhs3LgRJ0+eRN++ffHss89izpw5cHV1Vbs8IiJqRlVVVTh48CC++OILfPfdd7CxscGCBQuwaNEiXo6diIiIiJoTmzyt6cqVK/jkk0/w2WefIT8/HxMnTsSSJUt4OBYRUQdx8+ZNbNmyBWFhYbh+/TpGjRqFJUuW4Mknn4SJiYna5RERERFR+8YmT0vTaDQ4fPgwPvzwQ+zfvx8uLi6YN28eXnrpJXTr1k3t8oiISAU124ZNmzbh22+/RZcuXTB//nz86U9/Qo8ePdQuj4iIiIjaJzZ5WkpOTg42btyIsLAwZGZmIjg4GC+88AIef/xxGBkZqV0eERG1EcnJydi0aRM+++wz5ObmYvLkyViyZAkCAwPVLo2IiIiI2hc2eZrb5cuXsWbNGmzduhWWlpZ4/vnnERoaioceekjt0oiIqA2rqKjAt99+i/Xr1+PYsWPw8/PDX/7yF0yfPp2HchERERGRLtjkaS7Hjx/HunXr8M0338DDwwOLFy/Gc889BysrK7VLIyKidiYuLg5r1qzBjh070KVLFyxatAiLFy9G586d1S6NiIiIiNouNnl+D41Gg/379+Pdd9/F6dOn4efnh8WLF2POnDk8JIuIiH63zMxMhIWFYd26daisrMQzzzyDZcuWoU+fPmqXRkRERERtD5s8D6KkpAQbN27EunXrkJmZiaeeegrLli37f+zdeVyU5fo/8M+wD4wsIigIonk0SQxUCI+CKa6o/UzD0DSXOkm5myuYyVFCUhQ0KLfUg4WCpp3UYyctxJVcUFxSIUFBREFhQGRxhrl+f3iYrwPMzDMIDOb1fr34g+e57+u+nnvu8eVz8Szw8vLSd2qMMcb+goqLi7F582Z89dVXuHv3LkaPHo1FixahR48e+k6NMcYYY4w1H1zk0UVJSQliYmIQFRWFyspKfPTRR5g1axZcXFz0nRpjjLGXgEwmw549exAZGYkLFy5g+PDh+Pzzz/mPDIwxxhhjDAAuGOg7gxfBo0eP8OWXX6JDhw5YuXIlPvzwQ9y6dQtr1qzhAg9jjLEmY2xsjHHjxuH8+fP45ZdfUFBQgDfeeAODBg1CSkqKvtNjjDHGGGN6xkUeDaqLOy4uLvjiiy/w0Ucf4fbt24iIiOCHXzLGGNOrgQMHIiUlBcePH0dVVRX+/ve/w8fHB7/99pu+U2OMMcYYY3rCRZ46PHz4EKGhoWjXrh2++OILTJ06lYs7rNnJzMzEkiVL4OjoiFu3buk7HbXKy8sRFxcHX19fLF26VN/pMPaXU13YOX78OExNTTFgwAD4+Pjg119/1XdqjDHGGGOsiXGR5xllZWX48ssv0bFjR8TExGD27NnIzs5GREQEbGxs9J0eYypmzpyJyMhI5OXl6dQvJiYGUqm0kbKq7ccff8TcuXNx4sQJ6OMRYAEBARCJRCo/BgYGEIvFcHZ2xsCBAxEZGYmysjKdYzf1XDKmSXVh5/jx4zAzM8PAgQMxaNAgXLhwQd+pMcYYY4yxJsJFHgBVVVX49ttv0blzZ4SFhWHOnDnIyspCaGgorK2t9Z0eY3U6ePAggoODderz+PFjREVFNVJGdRs3bhwuXrzYpGM+a8+ePcjOzoalpSWsrKxw9epVlJaW4v79+9ixYwesrKywYMECvPbaa7hy5YrguPqYS8aE8PHxwZEjR/Drr79CKpXC09MTkyZNQnZ2tr5TY4wxxhhjjeylL/IcOXIEPXv2xMcff4zhw4cjPT0doaGhaNGihb5TY0wre3t7ndpPmzYNmZmZjZSNeq1atWryMZ/l7OwMOzs7GBkZ4bXXXoO5uTksLS3Rr18//PDDD4iKisLt27fx1ltvCb4yR19zyZhQfn5+OHPmDHbt2oVTp06hU6dOCAoKQkFBgb5TY4wxxhhjjeSlLfKcPXsWfn5+GDRoEOzs7HDhwgVs3LgRDg4O+k6NvcQyMjLQt29fWFtbY9GiRdi2bRvu3bun3H/q1Cn4+PjA3Nwc3bt3r1VkyM7OxpgxY2BnZwcLCwv06dNHeavG1KlTERcXBwCwsbGBSCRCaWmpxj66OHToELy9vSEWi9GhQwesX79euU8kEtVqr21cTXOhbZ50NWfOHIwYMQK3bt3Cxo0btebX2HPJWEMRiUQYM2YM/vjjD3z11Vf497//jVdffRVffvklKioq9J0eY4wxxhhraPSSuXXrFr377rskEomoT58+dOrUKX2nxJiSp6cn7d69m8rLy+no0aNka2tLeXl5RESUkpJCZmZmtGrVKioqKqLExEQSi8UEgLKyspT9Bw4cSHl5eZSenk5OTk7Uq1cvZfyVK1cSACoqKlIZU1MfIXbu3EkODg507NgxKisro+nTpxMA2rlzJxERlZeXEwBasmSJ4HE1zYWmfep07NiRbG1t1e7fs2cPAaDu3bsLyq+x5pKxxiSVSik4OJjMzc3JxcWF4uPj9Z0SY4wxxhhrOKkvzZU8lZWVCA8Px2uvvYa0tDTs3bsXJ06cwN///nd9p8YYgKdvoTp37hzat28PMzMzvPnmm1i2bJlyf1BQEPr164cFCxbA2toaY8aMwcSJE1ViKBQKjBo1Cm3atEGnTp0wYMAA3Lx5U+O49enzrMrKSsyaNQuhoaHw9fWFWCzGxx9/jJYtW+Lx48f1GlfTXGibp/pydXUFAOXVUfqYS8Yam5WVFcLDw5Geno4BAwZgwoQJ6N+/P/744w99p8YYY4wxxhqAkb4TaApJSUmYMWMGbt26hQULFiA4OBimpqb6TosxFWKxGA4ODujfvz9mzJiBGTNmYObMmQCAtLQ0pKWlYdKkSSp9PDw8VH4/f/48AOD333/HV199hR9++AFmZmYax61Pn2edOXMGBQUF6Nmzp3Kbm5sbHj58WO9xNc0FAI376ov+9+avqqoqrfnV55gYa07atm2Lb7/9FtOnT8f06dPh7u6OadOmYcWKFbC0tNR3eowxxhhjrJ7+0lfy3L17FxMnToSfnx9eeeUVXL16FaGhoVzgYc1WYmIirK2tERERgQ4dOmDJkiVQKBS4du0aAMDOzk5j/9zcXPj7+yMoKAj+/v4IDAzU+try+vR5Vn5+PgDo/DBXbeOqmwtt++rr+vXrAIBXX31VUH71OSbGmpsePXrg5MmT+PbbbxEfH48uXbogLi6O1y1jjDHG2AvqL1nkkclkWLduHbp06YJTp07h4MGD2L9/P9q3b6/v1BjTyMfHBxkZGYiKioKtrS3Cw8MRHR0NExMTAND4CuTS0lL4+vrCysoK58+fx/jx47VeRVKfPjW1bNkSALBjxw7BfYSMq24utO2rr23btgEAAgMD9TaXjOmDgYEBJk6ciBs3bmDMmDGYMmUK/Pz8cPXqVX2nxhhjjDHGdPSXK/KcPn0a7u7uCA4OxsKFC3H16lUMGzZM32kxplVFRQXCwsJgZmaGOXPm4MaNG3B1dcXp06fh7e0NAwMDxMfH13nFSkFBAY4fP46srCx88MEHMDQ0VO579i/y1W+5qt4mpI82Xl5esLCwwM6dO7Fs2TLcv38fjx49wsGDB7F8+XIATwuvACCXywWNq2kuNO2rr+joaBw8eBBdunTBtGnT9DaXjOlTy5YtsW7dOpw8eRLFxcXo0aMHli5diidPnug7NcYYY4wxJtBfpshTXl6OBQsWwNfXFy4uLvjjjz/w2Wef8a1Z7IWyYsUKbNy4EcXFxSguLgYRoX///mjbti0+/vhjXL16FRMnTkROTg4yMzOxb98+AMDgwYOVV9J8//33KC4uxu7du3Hy5EmUlZXhjz/+wNGjR2FjYwPg6bNjtmzZoixAaOqjjUQiwdKlS0FEWL58Odq0aQNLS0u89957CAgIAPD0uVjA00LI48eP4ejoqHVcdXOhaZ7UycnJwYMHDyCXy3Hz5k08efIEpaWlOH78ON59913MnTsX7u7u+Pnnn2FhYSEov8aYS8aag169euHs2bOIjIxEdHQ0PD09kZqaqu+0GGOMMcaYEE37Nq/Gcfr0aerSpQtZWlrSxo0bSaFQ6DslxnRWXl5OMTExtHz5crK3t6e2bdvSihUrlOtZLpdTSEgI2dnZkUQioffff59WrlxJHh4eFBsbS1KplBYuXEiWlpbk5uZGe/fupR07dpCFhQXNnTuXqqqq6OHDh9S7d2+ys7NTvjpZWx+hoqOjydnZmSQSCQ0aNIhSU1OJiOjQoUMEQPnTtm1breM+fvxY7Vxom6ea3nnnHZXxq3/MzMzI2dmZ3n77bYqLiyOZTKbST59zyVhzkZWVRQMGDCAjIyNatGgRVVRU6DslxhhjjDGmXqqI6MW9l6CiogKhoaGIjIzEwIEDsXnzZjg7O+s7LcYYY+wvg4iwefNmzJs3D+3bt8e2bdvg6emp77QYY4wxxlhtF17Y27VSUlLQvXt3fPPNN/j6669x6NAhLvAwxhhjDUwkEmHq1Km4fPky7O3t8fe//x2LFy/mZ/UwxhhjjDVDL1yRRy6X47PPPoOPjw9cXFxw5coVTJ06VfkQVMYYY4w1vPbt2+PIkSOIiopCTEwMevXqhfT0dH2nxRhjjDHGnvFCFXnu3LkDPz8/rF27FrGxsXz1DmON6Pr16xCJRFp/qh+uzBj76xOJRJgxYwbS0tJgbGwMT09PfP/99/pOizHGGGOM/c8L80yeI0eOYMKECbC2tkZCQgLc3d31nRJjjDH20pLL5QgLC8OKFSswfvx4fPPNN7CwsNB3WowxxhhjL7Pm/0weuVyO0NBQDBkyBIMHD8a5c+e4wMMYY4zpmZGREUJDQ/Hjjz/i4MGD8PT0xOXLl/WdFmOMMcbYS61ZF3lycnLQr18/rFq1CmvXrkVcXBwkEom+02KMMcbY/7z11lu4ePEibG1t4e3tjXXr1uk7JcYYY4yxl1azLfIcPnwYHh4ekEqlOHfuHGbPnq3vlF4omZmZWLJkCRwdHXHr1i19p6OzwsJCODk5YeXKlfpOhTHGmBbOzs44evQoZs6ciblz5+KDDz5AZWWlvtNijDHGGHvpNMsiT2xsLIYNG4ahQ4fizJkzeO211/Sd0gtn5syZiIyMRF5enk79YmJiIJVKGykr3cYlIr2+Na2yshJLly5Fhw4dYGFhgW7duuGbb75BzcdY5efnIzAwEJaWlnBxcUFsbGy94ty7dw9ff/01/Pz8MGPGDJ1y1ZbD88YX0jc+Ph49evSARCKBg4MDJkyYgJycHADATz/9JOghziKRCDKZTPCc7du3D127doVEIkGvXr1w6tQprcciNDYAfP755yq5GRsbIz8/X+sYQvo1ZmwAKCkpwZdffgkvLy9IJBJ89tlngo//8OHDaj+fNWvWCG5TU3JyMgwNDXH9+vU691dUVGDEiBEaj1/IWhfSpqljvwyMjIzw5ZdfYv/+/fjhhx8wYMAAFBQU6DstxhhjjLGXCzUjcrmcZs2aRSKRiJYtW0YKhULfKb3Qli1bRgAoKytLUPvS0lJ65ZVXqKioqHETaybjajN9+nTaunUrFRcXU3Z2Nk2ePJkA0IIFC5RtSkpKqFOnTvOw77YAACAASURBVDRy5Eh6+PAhpaSkkI2NDUVEROgUh4ho8uTJ1K1bNwJAQUFBgvMUksPzxBfSd9euXWRjY0MHDx6ksrIyysnJoTFjxtCrr75KCoWC4uPjacKECZSfn08KhYIKCgoIAA0fPpyInn73z507R3/729+oqKhI0JwlJSVRREQElZSU0JUrV8jLy4skEgndv39f47EI/TxKSkrI2tqaACh/hg0bpnWuhPRrzNhERKdOnSJnZ2fq3LkzbdiwgTIyMkgmkwk+/ilTpqiMUf0jEokoJydHcJtnFRYWUrt27QgAXbt2rc7jKy8vV64Jdcevba0L/T40ZeyX0Y0bN6hz587k5OREqamp+k6HMcYYY+xlkdpsijzFxcU0fPhwMjMzo++//17f6fwlxMbG6lTkmThxIgFo8mKLvsbVJD8/n+Li4lS2VVVVkaurKzk4OCi3zZ8/n4yNjenBgwfKbaGhoWRsbExZWVmC41STy+VkamqqUxFGWw7PG19I33HjxpGfn5/KthMnTpBIJCKpVEpbtmyhwsJC5b6aRZ5qcXFxlJqaKmjOoqOjVdocOHCAANDRo0fVHoMun0dERATt2bNHbSx1hPRrzNjJyckkFospICCAKioqVPYJOf6KigoaMGAApaWlKQtDRESPHj1SFpSEtKnpvffeo9mzZz9XkUfIWtfl+9BUsV9WDx48oH79+pFEIqEff/xR3+kwxhhjjL0MmkeR588//yRXV1dydHSks2fP6judZis9PZ18fX3JysqKFi5cSFu3bqW8vDzl/pMnT1KfPn1ILBaTh4cHzZs3T6XIc/v2bQoICKBWrVqRubk59e7dW/kX1o8++qjWX+QfPXqksY8u/vOf/9Abb7xBZmZm1L59e1q3bp3acatPRPv27UuLFy8moqdrJDg4mBwcHCgzM5PWrl1Lzs7OZGtrS1999RUREa1bt46cnZ1JIpHQ/Pnza+WQkJBAr7/+OpmYmFCnTp3qdZI9evRo8vb2JqKnJ8f29vbk4+Oj0iYlJYUA0D//+U9BcWqysrISXISpTw66xBfad/Xq1SQSiSgsLIzkcjkpFAqaPHmy8vOTSqUq7dUVeR4/fkyVlZV1jl1zzmoWMMLDw8nFxYXKy8uV265cuUK2trYUFham8bhqxi4rKyN7e3tycXGhDz/8sM41X1dsIf2EtKmLkH4FBQVka2tLgwYNUim+aPPs8WdnZ6v8u1Jt69at9PXXXwtu86yNGzfS2rVradu2bfUu8ghZ60K/DzU/u4aMzVRVVlbSlClTyNDQkK94YowxxhhrfPov8iQnJ1PLli3Jy8uL7t69q+90mjVPT0/avXs3lZeX09GjR8nW1lZ5opWSkkJmZma0atUqKioqosTERBKLxSpFHk9PTxo4cCDl5eVReno6OTk5Ua9evZTxV65cWeuKGm19hNi5cyc5ODjQsWPHqKysjKZPn04AaOfOnXWOGxcXp7wlZdGiRURENGTIEDI2NiYAtHjxYkpJSaGioiIaNmwYGRgYUHBwMB06dIgeP36svE0tKSlJmcPWrVvJ19eXMjIyqKCggEaOHEkGBgZ0/vx5nY7F1dWVNm3aRERPTxQB0Lhx41TaPHjwQOvtN8/GqUmXIkx9cmiMIs+TJ08oMDCQAJCbmxuNHTuWEhMT1cZRV+TRRN2cZWZmUkhICDk5OdGlS5dU9l2+fJlsbGxoxYoVOsVet25drVuQQkJCtMYW0k9Im7oI6Tdr1iwCQOHh4dSzZ08yNTUlNzc3Onz4sE7HXxc/Pz/Kz8/Xuc21a9do9OjRpFAonqvII2StC/0+1PzsGjI2q9vq1avJ0NCQ/vGPf5BcLtd3Oowxxhhjf1X6LfIcOnSIzM3N6Z133qGysjJ9ptLslZWVEQCVK53Wr1+vLPK4u7vT0KFDVfoEBQWpFHl69OhBsbGxyv2TJk0iOzs75e91FXm09dGmoqKC7OzsaOPGjcptly9fppYtW9KWLVvUjnvnzh2VIg/R/z1j6MaNG8pt+/fvJwB04MAB5bYbN24QANqwYQMREclkMrK3t1c5sbx9+zYBoLFjxwo+luPHj1O3bt2UJyhHjhwhADR79myVdnK5nABQz549BcWpSZciTH1yaIwiDxGRQqGgt99+mwwMDMjCwoJ2796tNo6uRR51c5aTk6MsepiamtL8+fN1PoGsK/aTJ08oNzeX/vOf/9CkSZPIyMiIAFBMTIzGWEL6NVbsqqoqsrOzI0dHR9qzZw+VlJRQamoqtW/fnszMzOjPP/8UfPw13bx5k/z9/TXmV1ebyspKGjJkCN27d4+IqFaRp7owqO1n586dgtZ6fb+TjRmb/Z+ffvqJzM3NKSAgQO0Ve4wxxhhj7Lmk6u3tWvv378eoUaMwatQo7Nq1C2KxWF+pvBDEYjEcHBzQv39/BAcHIzc3FzNnzkSbNm2QlpaGtLQ0DB48WKWPh4eHyu/nz5/HtGnT8Pvvv2PChAlISEiATCbTOG59+jzrzJkzKCgoQM+ePZXb3Nzc8PDhQ3z44Ydq+9nZ2dXaZm9vDwAwMTFRbpNIJAAAQ0ND5bbq/dV5Xrp0Cfn5+XB1dVW+/cfFxQUAcPXqVUHHIZPJEBISgvj4eOVYT548AQCYm5urtK2qqqqVp6Y4Qpw4caLWG4zmzJlTrxx0ia+LsLAw9OrVC8nJybCyssK7776L7du36xSjLprmzMnJCeXl5UhKSkLv3r0RGRmJ5cuXP3dsY2NjODo6wt/fH9u3b0dSUhIsLS2xatUqjfGE9Gus2Hl5eSgoKEC/fv3wzjvvoEWLFujevTvWrFmDiooKrFu3TvDx17R9+3YEBgZqzK+uNsHBwZg9ezZat25dZ59du3aBiJQ/5eXlGD58uMo2IsLYsWMFrfX6fh8aMzb7P2+99RZ+/vln/PLLL3j77bdRXl6u75QYY4wxxv5y9FLkiY+Px+jRozFlyhTExcXByMhIH2m8cBITE2FtbY2IiAh06NABS5YsgUKhwLVr1wDUXRh5Vm5uLvz9/REUFAR/f38EBgbW+dro5+3zrOpXO+v6Gl0Dg9pLs65tQlSPfefOnVonj5cuXRIUY/78+Zg3bx7c3NyU29q0aQMAePjwoUrboqIilf3a4jyP+uTQGBISErB3714sWrQIPj4+OHv2LFxdXTFjxgzcv3//uWJrmzMzMzP069cPhw4dwmuvvYZdu3Y1WOxqPj4+CA0NRXZ2tk5FTiH9Gir2o0ePAAAtWrRQaffWW2/B0NAQ6enptWIIOX4iQmJiIkaNGqVTm//+978gIvj7+ws+Jk2ErPX6fh8aMzZT5evri99++w1nz57F0KFDUVJSou+UGGOMMcb+Upq8yLNhwwa8//77mDdvHr7++ut6n7i/jHx8fJCRkYGoqCjY2toiPDwc0dHRyr8gZ2dnq+1bWloKX19fWFlZ4fz58xg/fjzMzMw0jlefPjW1bNkSALBjxw6d+jUkKysrAE+LZPURFRWFfv36YeTIkcptRISuXbvC0tISGRkZKu3//PNPAEDfvn0FxRHCx8enVoEqOjpa5xx0jS9UbGws3njjDeXvjo6O+Omnn5RX2dSXLnNmamqKgIAAyOXyBo8NPJ0jR0dHGBsbC8xeeL+GiN22bVsYGRkhKytLpY2xsTGsrKxqFSGEHv9vv/2mXGfq1NUmJiYGUVFRKleHTZkyBQDg6uqKLl266HSsQtZ6fb8PjRmb1dazZ08cO3YMN2/ehJ+fHx48eKDvlBhjjDHG/jKatMKyevVqTJs2DStWrEBERERTDv3Cq6ioQFhYGMzMzDBnzhzcuHEDrq6uOH36NLy9vWFgYID4+HgoFIpafQsKCnD8+HFkZWXhgw8+ULkt49mTOpFIpLJNSB9tvLy8YGFhgZ07d2LZsmW4f/8+Hj16hIMHDypvq6k5LvB/t1o9e8Jeva369ggAyuOta1t1Xw8PD1hZWSE4OBirVq3C3bt3UVxcjGPHjmH+/Pka89+1axc8PT2VVyjIZDIkJycjLCwMJiYmmDhxIk6cOAGpVKrs88svv0AsFmPMmDGC4jwPXXJoTCYmJrVOftu3bw9TU1NYWFjUK2Z95iwrKwvDhg1rlNinT5/Gp59+quNRCOvXELFbtGgBf39/JCcn4+7du8o2eXl5KCwsVCnm6HL827dvx9ixYzXmUVeb/fv31yocbtu2DQBw7do1XL9+XadjFbLW6/t9aMzYrG6urq44evQoHjx4AD8/v+e+4o8xxhhjjP1Poz7y5xnR0dEkEolo/fr1TTXkX0p5eTmZmJjQhg0bSCqVUnZ2NnXp0kX5UORp06YRABo/fjxlZ2fTzZs3afDgwQSArK2tady4cQSAJk6cSFKplBITE8nNzY2MjIzo6tWrlJSURBs3biQAdPjwYdq8eTMdPHhQax8hIiIiaj1I1dLSkq5evUpEVGvcO3fu0IEDBwgA9e7dm8rKyqiyspJGjRpFAGjz5s1UVVVFMpmMFi5cSABowYIFJJPJSKFQKOONHDlS+ZrtqKioWjkYGRlRcnKy2rxXrFih9kGwP//8MxE9fbOOs7MzTZ48mUpKSujw4cNkaWlJa9as0SkO0dMHF+fm5pKJiQm99dZbKq8C10RIDs8TX0jf6gdgh4WFUWFhId27d4+CgoKoa9eutR6wWlVVRYcPH1a+iauwsLDWeNrmLCcnh+zt7WnSpEmUnp5OUqmUoqOjyd3dXSVeWloa2djYUHh4uODYMpmMpk+fTt9++y1VVFRQYWEhbdq0iaZMmUIKhUJtbCH9hMZet24dWVlZUUpKik790tPTqWXLluTr60u3b9+mnJwcGjx4MA0aNEjw8T+rpKSE7O3tNT4YX0ibas/zdi0iYWtdSJu61kVDxWa6yc7Ops6dO1O3bt3q/LeAMcYYY4zppGnervXdd9+RgYEBrV69uimG+0sqLy+nmJgYWr58Odnb21Pbtm1pxYoVyhM8uVxOISEhZGdnRxKJhN5//31auXIleXh4UGxsLEmlUlq4cCFZWlqSm5sb7d27l3bs2EEWFhY0d+5cqqqqoocPH1Lv3r3Jzs6O4uPjiYi09hEqOjqanJ2dSSKR0KBBgyg1NVW5r+a4+/btUznxdHd3p+HDh6tsW7ZsGY0fP15lW2BgoPINXNU/z54wbtq0iTp27EhisZi8vLzoyJEjavONjIxUeyJsbm6uLB4RPX2F99ChQ8nc3Jy6dOlC27dvr1ecefPm1Wpz4cIFQfOrKYeGiC+kb0JCAr3++utkYmJCTk5ONHXqVCooKKgVq2PHjrViPfsaciFzVlpaSoMHDyZzc3MSi8XUrVs3Cg0NpUePHqmMdfHiRbK2tlaezAuJrVAoaMKECSSRSKhFixbUp08f5fdBU2wh/YTGjo6OJisrK/r999916kdEdPXqVRo8eDBJJBJq3bo1zZkzh0pLSwUf/7M2b95M48ePr3McXdpU01bkEULIWtfWpuZn15Cxme7u3LlDLi4u5O3tXes7zBhjjDHGdJIqItLh3pt6OHDgAEaNGoUFCxYgPDy8MYdijDHG2AsoIyMDvr6+6NatGw4cOABTU1N9p8QYY4wx9iK60KhFntOnT2PQoEEICAjAtm3blM9eYYwxxhh71rlz5+Dn54cRI0bgu+++4xczMMYYY4zp7kKj/Q/q8uXLGD58OAYOHIgtW7ZwgYcxxhhjanl6euLf//439u3bh5kzZ+o7HcYYY4yxF1KjFHmys7MxaNAg9OjRAwkJCTAyMmqMYZgeXb9+XeXVyOp+AgIC9J0qY4yxF0T//v2xY8cObNy4EStXrtR3OowxxhhjL5wGv12roqICvr6+qKiowKlTp9CiRYuGDM8YY4yxv7j169dj7ty5OHjwIIYOHarvdBhjjDHGXhQXGvwSmxkzZuDPP//E2bNnucDDGGOMMZ3NmjULFy9exHvvvYezZ8+iY8eO+k6JMcYYY+yF0KBX8nzzzTeYMWMGfvrpJwwfPryhwjLGGGPsJVNRUQEfHx/IZDKcPn0a5ubm+k6JMcYYY6y5a7gHL6ekpGDu3Ln4/PPPucCjJ5mZmViyZAkcHR1x69YtfafToAoLC+Hk5MTPaGCMsZeEmZkZfvjhB9y9excfffSRvtNhjDHGGHshNEiR5/79+xgzZgwGDRqEpUuXNkRIVg8zZ85EZGQk8vLydOoXExMDqVTaSFnVT105EZFe39JWWVmJpUuXokOHDrCwsEC3bt3wzTffoObFcPn5+QgMDISlpSVcXFwQGxtbrzj37t3D119/DT8/P8yYMUOnXLXl8LzxhfSNj49Hjx49IJFI4ODggAkTJiAnJwcA8NNPPwl6cLdIJIJMJhM8Z/v27UPXrl0hkUjQq1cvnDp1SuuxCI0NAJ9//rlKbsbGxsjPz9c6hpB+jRkbAEpKSvDll1/Cy8sLEokEn332WZ3xkpOTYWhoiOvXr6sdU10bbfN/+PBhtZ/zmjVrao1TUVGBESNGaDx+IWtdSJumjs2EcXFxwa5du5CQkID169frOx3GGGOMseaPnpNCoaAhQ4bQ3/72NyoqKnrecOw5LVu2jABQVlaWoPalpaX0yiuvNKvPrjnmREQ0ffp02rp1KxUXF1N2djZNnjyZANCCBQuUbUpKSqhTp040cuRIevjwIaWkpJCNjQ1FREToFIeIaPLkydStWzcCQEFBQYLzFJLD88QX0nfXrl1kY2NDBw8epLKyMsrJyaExY8bQq6++SgqFguLj42nChAmUn59PCoWCCgoKCAANHz6ciIjkcjmdO3dO+e+KkDlLSkqiiIgIKikpoStXrpCXlxdJJBK6f/++xmMR+nmUlJSQtbU1AVD+DBs2TOtcCenXmLGJiE6dOkXOzs7UuXNn2rBhA2VkZJBMJqvVrrCwkNq1a0cA6Nq1a3WOqa6NkPmfMmWKSq7VPyKRiHJycmqNVV5erlwT6o5f21oX+n1oythMd+Hh4WRsbEwXLlzQdyqMMcYYY81Z6nMXeTZv3kwGBgZ0/PjxhkiIPafY2FidijwTJ04kAM2qoNIcc8rPz6e4uDiVbVVVVeTq6koODg7KbfPnzydjY2N68OCBcltoaCgZGxtTVlaW4DjV5HI5mZqa6lSE0ZbD88YX0nfcuHHk5+ensu3EiRMkEolIKpXSli1bqLCwULmvZpGnWlxcHKWmpgqas+joaJU2Bw4cIAB09OhRtcegy+cRERFBe/bsURtLHSH9GjN2cnIyicViCggIoIqKCo1t33vvPZo9e7bGIo+6Ntrmv6KiggYMGEBpaWkqBaZHjx6pLWhpK/IIWeu6fB+aKjbTXVVVFb355pvk7u5OlZWV+k6HMcYYY6y5er4iT25uLtnY2NT6izdrOOnp6eTr60tWVla0cOFC2rp1K+Xl5Sn3nzx5kvr06UNisZg8PDxo3rx5KkWe27dvU0BAALVq1YrMzc2pd+/elJqaSkREH330Ua2/qD969EhjHyH+/PNPCg4OJgcHB8rMzKS1a9eSs7Mz2dra0ldffUVEROvWrSNnZ2eSSCQ0f/58Zd+6cqo+Ee/bty8tXrz4uceolpCQQK+//jqZmJhQp06d6nWSPXr0aPL29iaipych9vb25OPjo9ImJSWFANA///lPQXFqsrKyElyEqU8OusQX2nf16tUkEokoLCyM5HI5KRQKmjx5svLzk0qlKu3VFXkeP36s9oSu5pzVLGCEh4eTi4sLlZeXK7dduXKFbG1tKSwsTONx1YxdVlZG9vb25OLiQh9++GGd34e6YgvpJ6RNXYT0KygoIFtbWxo0aFCdV+48a+PGjbR27Vratm2b2iKPpjba5j87O1vl365qW7dupa+//rrOnDQVeYSsdaHfh5qfXUPGZg0nMzOTJBIJzy1jjDHGmHrPV+Tx9/enzp07U1lZWUMlxGrw9PSk3bt3U3l5OR09epRsbW2VJ0opKSlkZmZGq1atoqKiIkpMTCSxWKxS5PH09KSBAwdSXl4epaenk5OTE/Xq1UsZf+XKlbWumtHWR5shQ4aQsbExAaDFixdTSkoKFRUV0bBhw8jAwICCg4Pp0KFD9PjxY+XtZUlJSWpziouLU96SsmjRogYZY+vWreTr60sZGRlUUFBAI0eOJAMDAzp//rxOn4+rqytt2rSJiJ6eKAKgcePGqbR58OCB1ttvno1Tky5FmPrk0BhFnidPnlBgYCABIDc3Nxo7diwlJiaqjaOuyKOJujnLzMykkJAQcnJyokuXLqnsu3z5MtnY2NCKFSt0ir1u3bpatxeFhIRojS2kn5A2dRHSb9asWQSAwsPDqWfPnmRqakpubm50+PBhlXbXrl2j0aNHk0KhUFvkEdKGSPP818XPz4/y8/Pr3KepyCNkrQv9PtT87BoyNmtYUVFRZGRkpPO/1YwxxhhjL4n6F3m2bt1KBgYGdOzYsYZMiD2jrKyMANDZs2eV29avX68s8ri7u9PQoUNV+gQFBakUeXr06EGxsbHK/ZMmTSI7Ozvl73UVebT1EaK6sHLjxg3ltv379xMAOnDggHLbjRs3CABt2LBBY0537txRKfI8zxgymYzs7e1VTlBv375NAGjs2LGCj/H48ePUrVs3ksvlRER05MgRAkCzZ89WaSeXywkA9ezZU1CcmnQpwtQnh8Yo8hA9fV7X22+/TQYGBmRhYUG7d+9WG0fXIo+6OcvJyVEWPUxNTWn+/Plq51WX2E+ePKHc3Fz6z3/+Q5MmTSIjIyMCQDExMRpjCenXWLGrqqrIzs6OHB0dac+ePVRSUkKpqanUvn17MjMzoz///JOIiCorK2nIkCF07949IqI6CzhC2hDpPv83b94kf39/5e/VhUFtPzt37hS01uv7nWzM2Oz5VFVVka+vL3l4eNCTJ0/0nQ5jjDHGWHOTWq+3a929exfz5s3D7Nmz4evrW58QTACxWAwHBwf0798fwcHByM3NxcyZM9GmTRukpaUhLS0NgwcPVunj4eGh8vv58+cxbdo0/P7775gwYQISEhIgk8k0jlufPjXZ29sDAExMTJTbJBIJAMDQ0FC5rXq/tvh2dnYNNsalS5eQn58PV1dX5Zt9XFxcAABXr14VcniQyWQICQlBfHy8cqwnT54AAMzNzVXaVlVV1cpTUxwhTpw4UevtRHPmzKlXDrrE10VYWBh69eqF5ORkWFlZ4d1338X27dt1ilEXTXPm5OSE8vJyJCUloXfv3oiMjMTy5cufO7axsTEcHR3h7++P7du3IykpCZaWlli1apXGeEL6NVbsvLw8FBQUoF+/fnjnnXfQokULdO/eHWvWrEFFRQXWrVsHAAgODsbs2bPRunVrtWMJaQPoPv/bt29HYGCg8vddu3aBiJQ/5eXlGD58uMo2IsLYsWMFrfX6fh8aMzZ7PgYGBtiyZQtu3Lih9TvCGGOMMfYyqleRZ9GiRbCxsUFYWFhD58NqSExMhLW1NSIiItChQwcsWbIECoUC165dA1B38eNZubm58Pf3R1BQEPz9/REYGFjnq6Gft09NBgb1Wlo6xavvGAUFBQCAO3fu1Dp5vHTpkqAY8+fPx7x58+Dm5qbc1qZNGwDAw4cPVdoWFRWp7NcW53nUJ4fGkJCQgL1792LRokXw8fHB2bNn4erqihkzZuD+/fvPFVvbnJmZmaFfv344dOgQXnvtNezatavBYlfz8fFBaGgosrOzdSqACunXULEfPXoEAGjRooVKu7feeguGhoZIT0/Hf//7XxAR/P391cYV0uZZQuefiJCYmIhRo0YJPEJVQtZ6fb8PjRmbPb/OnTvjn//8J7744gvcvn1b3+kwxhhjjDUrOp8l//777/j+++8RGRlZ6y+YrOH5+PggIyMDUVFRsLW1RXh4OKKjo5V/Jc7Ozlbbt7S0FL6+vrCyssL58+cxfvx4mJmZaRyvPn1eNFZWVgCeFtDqIyoqCv369cPIkSOV24gIXbt2haWlJTIyMlTa//nnnwCAvn37CoojhI+PT60CVXR0tM456BpfqNjYWLzxxhvK3x0dHfHTTz8pr/KoL13mzNTUFAEBAZDL5Q0eG3g6R46OjjA2NhaYvfB+DRG7bdu2MDIyQlZWlkobY2NjWFlZoU2bNoiJiUFUVJTKFVtTpkwBALi6uqJLly6C2tRF2/z/9ttvyvVaH0LWen2/D40ZmzWMOXPmwNnZGYsXL9Z3KowxxhhjzYpORR4iwqeffoq+ffvW+6+vTLiKigqEhYXBzMwMc+bMwY0bN+Dq6orTp0/D29sbBgYGiI+Ph0KhqNW3oKAAx48fR1ZWFj744AOVW0+ePXEViUQq24T0EaL6CoTqWxcAKPOsa9uzJ4I1c3o23rPt6juGh4cHrKysEBwcjFWrVuHu3bsoLi7GsWPHMH/+fI3HtWvXLnh6eirXv0wmQ3JyMsLCwmBiYoKJEyfixIkTkEqlyj6//PILxGIxxowZIyjO89Alh8ZkYmJS6+S3ffv2MDU1hYWFRb1i1mfOsrKyMGzYsEaJffr0aXz66ac6HoWwfg0Ru0WLFvD390dycjLu3r2rbJOXl4fCwkKMHDkS+/fvr1XM27ZtGwDg2rVruH79uqA26mia/+3bt2Ps2LE6H2M1IWu9vt+HxozNGoaxsTFWrVqFhIQEnD59Wt/pMMYYY4w1H7o8weenn34ikUhE586d0/HZP6w+ysvLycTEhDZs2EBSqZSys7OpS5cuyociT5s2jQDQ+PHjKTs7m27evEmDBw8mAGRtbU3jxo0jADRx4kSSSqWUmJhIbm5uZGRkRFevXqWkpCTauHEjAaDDhw/T5s2b6eDBg1r7aFNZWUmjRo0iALR582aqqqoimUxGCxcuJAC0YMECkslkpFAolOOPHDlS+QrmmjnduXOHDhw4QACod+/eVFZW9txjREVF1XqYq5GRESUnJ6s9rhUrVqh9EOzPP/9MRE/frOPs7EyTJ0+mkpISOnz4MFlaWtKaNWt0ikP09MHFubm5qBbuTAAAIABJREFUZGJiQm+99ZbKq8A1EZLD88QX0rf6AdhhYWFUWFhI9+7do6CgIOratWutV6JXVVXR4cOHlW/iKiwsrDWetjnLyckhe3t7mjRpEqWnp5NUKqXo6Ghyd3dXiZeWlkY2NjYUHh4uOLZMJqPp06fTt99+SxUVFVRYWEibNm2iKVOmkEKhUBtbSD+hsdetW0dWVlaUkpKiU7/09HRq2bIl+fr60u3btyknJ4cGDx5MgwYNUvvZanpzlro2Que/WklJCdnb22t9M6Omt2sRCVvrQtrUtS4aKjZrXP369aN+/frpOw3GGGOMseZC+Nu1FAoFeXl50ahRoxozIfaM8vJyiomJoeXLl5O9vT21bduWVqxYoTyJk8vlFBISQnZ2diSRSOj999+nlStXkoeHB8XGxpJUKqWFCxeSpaUlubm50d69e2nHjh1kYWFBc+fOpaqqKnr48CH17t2b7OzsKD4+nohIax9thg8frnKivGzZMho/frzKtsDAQOXbsap/qk/maua0b98+lXbu7u7PPQYR0aZNm6hjx44kFovJy8uLjhw5ovaYIiMj1RYCzM3NlcUjoqevkB46dCiZm5tTly5daPv27fWKM2/evFptLly4IGjtaMqhIeIL6ZuQkECvv/46mZiYkJOTE02dOpUKCgpqxerYsWOtWM++hlzInJWWltLgwYPJ3NycxGIxdevWjUJDQ+nRo0cqY128eJGsra2VJ/NCYisUCpowYQJJJBJq0aIF9enTR/ld0RRbSD+hsaOjo8nKyop+//13nfoREV29epUGDx5MEomEWrduTXPmzKHS0tI62xLVr8gjdP6rbd68mcaPH682vi6ErHVtbWp+dg0ZmzWuEydOEAD69ddf9Z0KY4wxxlhzkCoiEnYfzo8//ojRo0fjwoULcHd3F9KFMcYYY6xRDRkyBI8fP8aJEyf0nQpjjDHGmL5dEFzk+fvf/w4HBwfs3bu3sZNijDHGGBPk1KlT6NOnD44fPw4fHx99p8MYY4wxpk/CijwnT56Ej48PTp48id69ezdFYowxxhhjgvTu3Rtt2rThP0Qxxhhj7GV3QdDbtaKiotCrVy8u8Lzkrl+/rvIaZXU/AQEB+k6VMcbYS2Tu3Ln497//jZs3b+o7FcYYY4wxvdJ6JU9eXh7atWuHuLg4jBs3rqnyYowxxhgTpKqqCu3bt8f48eMRERGh73QYY4wxxvRF+5U8cXFxkEgkePvtt5siIcYYY4wxnRgaGmLy5Mn417/+BZlMpu90GGOMMcb0RmuRZ+vWrZgwYQLEYnFT5MMYY4wxprMpU6YgPz8fP//8s75TYYwxxhjTG41FntTUVKSnp+P9999vqnwYYwJlZmZiyZIlcHR0xK1bt/SdDmOM6dUrr7wCHx8f7Nq1S9+pMMYYY4zpjcYiz549e+Ds7AwvL6+myocxJtDMmTMRGRmJvLw8nfrFxMRAKpU2UlZ/PXXNF88hY83TO++8g/3796OiokLfqTDGGGOM6YXGIs8PP/yAgIAAiESipsqHMSbQwYMHERwcrFOfx48fIyoqqpEy+uupa754DhlrvkaPHo3S0lIcOXJE36kwxhhjjOmF2iJPZmYm0tPTMXLkyKbMhzGmA3t7e53aT5s2DZmZmY2UzV9PXfPFc8hY8+Xk5IQePXrg0KFD+k6FMcYYY0wv1BZ5jhw5AnNzc/Tq1asp82HspZaRkYG+ffvC2toaixYtwrZt23Dv3j3l/lOnTsHHxwfm5ubo3r17rWJDdnY2xowZAzs7O1hYWKBPnz64cOECAGDq1KmIi4sDANjY2EAkEqG0tFRjHyFu3LiBhQsXonXr1sjLy8Nnn32GVq1awdHREbt37xaU282bNxESEgJHR0dkZWUhKioK7dq1Q6tWrRATEwMAWL9+Pdq1a4cWLVpgwYIFtfJITEyEu7s7TE1N0blzZ/zwww9ac09OTsabb74JCwsLtGnTBp988onyNqy65uu9996rcw61xWKMNZ1BgwbxlTyMMcYYe3mRGu+++y4NHTpU3W7GWCPw9PSk3bt3U3l5OR09epRsbW0pLy+PiIhSUlLIzMyMVq1aRUVFRZSYmEhisZgAUFZWlrL/wIEDKS8vj9LT08nJyYl69eqljL9y5UoCQEVFRSpjauqjjY+PDxkaGhIAmjVrFqWmppJUKiVfX1+ytrYmmUymdZwhQ4aQsbExAaDFixdTSkoKFRUV0bBhw8jAwICCg4Pp0KFD9PjxY1q2bBkBoKSkJGUOW7duJV9fX8rIyKCCggIaOXIkGRgY0Pnz59Xm/csvv1CLFi1o//799OjRI0pISCALCwvy9PRU5lzXfNW1TUgsxljT+PXXXwkA3b59W9+pMMYYY4w1tVS1V/KcPHkSb775ZlPUmRhjAMrLy3Hu3Dm0b98eZmZmePPNN7Fs2TLl/qCgIPTr1w8LFiyAtbU1xowZg4kTJ6rEUCgUGDVqFNq0aYNOnTphwIABuHnzpsZx69PnWcePH8ecOXMAAAsWLED37t1hZWWFt99+G1KpFPfv39c6zs8//4yQkBAAT1+D7O3tDWtra3zyySdQKBTo06cPhg4dCnNzc7z33nsAnl5BBAByuRyLFy/Gpk2b8Le//Q2tWrXC+vXroVAosHr16jpzJiJMnz4dkyZNwogRIyCRSPDuu+9i/vz5OHfuHDZv3iz4+BsyFmPs+fXu3RvGxsY4efKkvlNhjDHGGGtydRZ58vLykJubC29v76bOh7GXllgshoODA/r374/g4GDk5uZi5syZaNOmDdLS0pCWlobBgwer9PHw8FD5/fz585g2bRp+//13TJgwAQkJCZDJZBrHrU+fmqqfDWRmZqbcZm5uDgDKWNrGqY5hYmKi3CaRSAAAhoaGym3V+6v7Xrp0Cfn5+XB1dYVIJIJIJIKLiwsA4OrVq2qPOSMjA+7u7irbp06dCuDpQ62FashYjLHnZ2ZmBjc3N5w7d07fqTDGGGOMNbk6izxnzpyBgYEBevTo0dT5MPZSS0xMhLW1NSIiItChQwcsWbIECoUC165dAwDY2dlp7J+bmwt/f38EBQXB398fgYGBIKIG71OTgYHGF/UJGkdIjLoUFBQAAO7cuQMiUvm5dOlSnX1u374NACgrK1PZ7ujoCHNzc9y9e1fw+A0ZizHWMLy8vHD27Fl9p8EYY4wx1uTqPKu6fPkyOnToACsrq6bOh7GXmo+PDzIyMhAVFQVbW1uEh4cjOjpaefVKdna22r6lpaXw9fWFlZUVzp8/j/Hjx6tcWdNQfeqjMcep/ncqMTFRcJ+2bdsCgLJ49iwjIyO88soreonFGGsYHh4euHz5sr7TYIwxxhhrcnUWedLT09G5c+emzoWxl1pFRQXCwsJgZmaGOXPm4MaNG3B1dcXp06fh7e0NAwMDxMfHQ6FQ1OpbUFCA48ePIysrCx988IHK7U3PXi0jEolUtgnpIzR3AKiqqlJuq85TLpcLGqf69qu6YqiLCzw9mbOyskJwcDBWrVqFu3fvori4GMeOHcP8+fPrzLd79+5wdnbGrl27lG/HAp5eDVRSUoLAwEAAteerrm1CYzHGmk7nzp0hlUqVV/oxxhhjjL0suMjDWDOyYsUKbNy4EcXFxSguLgYRoX///mjbti0+/vhjXL16FRMnTkROTg4yMzOxb98+AMDgwYOxY8cOAMD333+P4uJi7N69GydPnkRZWRn++OMPHD16FDY2NgCePkdmy5YtykKFpj7aVFZW4sSJEwCApKQkEBFkMpmy72+//QYHBweN4/zyyy9ISkpSxlAoFJDL5fjvf/8L4OnryeVyOYhI+Wrko0ePorKyEmZmZggNDUVlZSUWLVqEtm3bwtraGgMGDMD/+3//r86cTU1NERkZCalUivHjx+Pu3bvIy8vDJ598giFDhiAgIAAAas1Xbm5urW0PHjwQFIsx1nSq/w+Tnp6u50wYY4wxxppYXe/catOmDUVFRTXqe70YY6rKy8spJiaGli9fTvb29tS2bVtasWIFKRQKIiKSy+UUEhJCdnZ2JJFI6P3336eVK1eSh4cHxcbGklQqpYULF5KlpSW5ubnR3r17aceOHWRhYUFz586lqqoqevjwIfXu3Zvs7OwoPj6eiEhrH23efPNNAqD8Wb16NXl7e6ts++qrrzSO4+/vr9J+2bJlNH78eJVtgYGBytenV/8MHz5cmcemTZuoY8eOJBaLycvLi44cOaI19z179pC7uzuZmppSu3btKCQkhCoqKpT765qvurYJicUYazoKhYJMTU3pu+++03cqjDHGGGNNKVVEpHpfhkKhgKmpKb777ju+zYAxxhhjL6R27dphzpw5+PTTT/WdCmOMMcZYU7lQ63atBw8eQC6Xo3Xr1vpIiDHGGGPsudnb2+P+/fv6ToMxxhhjrEnVKvIUFRUBAFq2bNnkyTDGGGOMNYRWrVqhsLBQ32kwxhhjjDWpWkWe6rfkNMZrlBljL47r169DJBJp/eEHCzPGmiNTU1Pl/2kYY4wxxl4WRjU3VFZWAnj6nyPG2MurS5cuOr9KnTHGmgszMzMu8jDGGGPspVPrSh65XA4AMDQ0bPJkGGOMMcYagrGxMWQymb7TYIwxxhhrUrWKPCYmJgDA/zFijDHG2AursrKSr0pmjDHG2EunVpGn+j9E1bdtseYrMzMTS5YsgaOjI27duqXvdNj/nDlzBh999BE6dOig71QaHa/Bl+vz/ivhtfvXV1FRwc8XZIwxxthLp1aRx9zcHABQVlbW5Mkw3cycORORkZHIy8vTqV9MTAykUmkjZdV8CTnuyspKLF26FB06dICFhQW6deuGb775ptazae7du4evv/4afn5+mDFjhnK7QqHAqFGj8O233+LRo0dac4qPj0ePHj0gkUjg4OCACRMmICcnR6XNvn370LVrV0gkEvTq1QunTp1S2X/48GG1D0Ves2aNsl1+fj4CAwNhaWkJFxcXxMbG1spH21g1qVuDR44cwRtvvAGxWAwXFxesXLmy1hwKOXZthOT7vONomt/Vq1fr9HlrInTtCfH555+r5GlsbIz8/HzlfiFrQZuGmnttcXSdl5KSEnz55Zfw8vKCRCLBZ599Vmc7dWu3IeaGNQ/l5eUQi8X6ToMxxhhjrGlRDcXFxQSAfv7555q7WDO0bNkyAkBZWVmC2peWltIrr7xCRUVFjZtYMyP0uKdPn05bt26l4uJiys7OpsmTJxMAWrBggUq7yZMnU7du3QgABQUF1YozfPhwsrW11TjWrl27yMbGhg4ePEhlZWWUk5NDY8aMoVdffZUUCgURESUlJVFERASVlJTQlStXyMvLiyQSCd2/f18ZZ8qUKQSg1o9IJKKcnBwiIiopKaFOnTrRyJEj6eHDh5SSkkI2NjYUERGhjCNkrLrUXIO//fYbmZubU0JCApWUlNC//vUvMjIyohkzZuh07NoIybchxhEyv0I+b22Erj1tSkpKyNraWiXXYcOGqezXtha0aai5FxJHl3k5deoUOTs7U+fOnWnDhg2UkZFBMplM7XHUXLsNMTes+XBzc6OlS5fqOw3GGGOMsaaUWqvIQ0QkFovpX//6V1Mnw+ohNjZWpyLPxIkTCcBLV+QRctz5+fkUFxensq2qqopcXV3JwcGhVnu5XE6mpqZ1FnmmTJmi9aR/3Lhx5Ofnp7LtxIkTJBKJSCqVEhFRdHS0yv4DBw4QADp69CgREVVUVNCAAQMoLS1N5WT20aNHKif28+fPJ2NjY3rw4IFyW2hoKBkbGyvXjrax1Km5Bt3d3ekf//iHSpsZM2YQADp//rzgY9dGSL7PO47Q+RXyeWui69rTJCIigvbs2aN2v5C1oE1Dzb22OLrMS3JyMonFYgoICKCKigpBx1Fz7TbE3LDmw87OjmJiYvSdBmOMMcZYU0qtdbsWALRu3Rr37t1r6IuGmAAZGRno27cvrK2tsWjRImzbtk3lszh16hR8fHxgbm6O7t27IzMzU6V/dnY2xowZAzs7O1hYWKBPnz64cOECAGDq1KmIi4sDANjY2EAkEqG0tFRjHyFSU1MxY8YMtGvXDrm5uRgxYgQsLCzg4eGB5ORkQbmlp6dj0aJFaNOmDbKzszFixAjY2trizJkzAIDExES4u7vD1NQUnTt3xg8//AAAuHHjBhYuXIjWrVsjLy8Pn332GVq1agVHR0fs3r1b43HXZGdnh/fff19lm4GBAVxdXdGuXbta7Q0NDdU+78HA4OlX6+LFi3jzzTchFovh4eGBEydOKNv06NEDSUlJ+OKLL1BVVQUiwpYtW7Bo0SJYWVkBAD7++GOVuJcuXYKLiwu8vb0BPL215LvvvsPrr78OIyMjZbvdu3djxIgRAJ7eQhYXFwdvb2/Y2toq2wwdOhQymUw5N9rGqqZpDebk5CAtLQ1du3ZV6RMYGKjMS+ixA+o/d6H5ChlH07oUMr+AsM9b0/HosvY0zUl5eTnWrl2LefPm4R//+Eet77HQtdBUc68tjtB5efDgAUaPHg0fHx/s3LlT7cN2Na1dXebm0KFD8Pb2hlgsRocOHbB+/XqVcTTNHWsaMpkMhYWFaN26tb5TYYwxxhhrWnWVfvz8/Gjq1KlNWW1i/+Pp6Um7d++m8vJyOnr0KNna2lJeXh4REaWkpJCZmRmtWrWKioqKKDExkcRiscpfoj09PWngwIGUl5dH6enp5OTkRL169VLGX7lyZa0rWrT10cbBwYEAkKmpKS1dupRycnLojz/+oNdee41MTU3p2rVrWsfp06cPGRoaEgBau3YtnTlzhpydnenw4cO0detW8vX1pYyMDCooKKCRI0eSgYEBnT9/nnx8fJT9Zs2aRampqSSVSsnX15esra2VV1/UddxCubq60qZNm+rcZ2VlVeeVPB9++CGZmZlRREQE5eXl0cWLF6lr165kYWFBd+7cISKiJ0+eUGBgIAEgNzc3Gjt2LCUmJtY5TmZmJoWEhJCTkxNdunRJa85+fn6Un59PRERXrlwhADRu3DiVNg8ePKh1K4+2sbStwTNnzhAACg4OVul39+5dAkCBgYGCj13T5y40XyHj1Gf9Pzu/RMI+b6HH86yaa09bjHXr1tW6pSwkJETZX+haaKq5FxJHyLzMmjWLAFB4eDj17NmTTE1Nyc3NjQ4fPqxso23tCp2bnTt3koODAx07dozKyspo+vTpBIB27typ09yxxnX9+nUCQKmpqfpOhTHGGGOsKdV9u9bHH39M/fr1a+pkXnplZWUEgM6ePavctn79emWRx93dnYYOHarSJygoSKXI06NHD4qNjVXunzRpEtnZ2Sl/r6vYoa2PEP7+/iQWi0kulyu3/fbbbwSAPvnkE0HjLFy4kADQiRMnlNtkMhnZ29srC0VERLdv3yYANHbsWCIimjdvHgFQPh+FiGjNmjUEQHmCXd8iz/Hjx6lbt24qx/UsTUWemrfvXLx4kUQiEc2ePVu5TaFQ0Ntvv00GBgZkYWFBu3fvrhUrJydHedJuampK8+fPV5sPEdHNmzfJ399f+fuRI0cIgMq4RE9vNwNAPf8/e3ceV1W1/g/8wyDzJHoQAae0AkEBE/EqKEqRmDgjmoJTiZmmhklqJle4SabXIfE6kYSJAg43iW+lJKLmVIhoTpCgKIMgyKSH8Ty/P/yxr4fpbFA4os/79eIP9t5rr2c9e21qL/de6623RNelqA/m5+eTiooK2dvby815k5KSQgBo+vTpotou5rqLzY2iHDe1/9fOL5Hi6y22PU+r3ffEnKOiooIyMzPp//7v/2j69Omkrq5OAIRPVsT0hdbMvdjzNJaX6upqkkgkZGZmRgcOHKDi4mK6ePEide/enbS0tOjvv/8mIsV9V0xuysrKSCKR0Pbt24X9V65cIWNjY9q1a1ezrjNrGUeOHCEVFRUqLi5WdiiMMcYYY62p/s+13njjDVy/fr05LwaxZ6CtrY3OnTtj2LBhWLZsGTIzM7FgwQKYmpoiOTkZycnJcHNzkytjZ2cn93tiYiLmzZuH8+fPY9q0aYiMjERlZWWj9TanTG0WFhZQVVWFmpqasG3YsGEwMDDAn3/+Kaqejh07AgDefPNNYdvly5eRm5sLKysrYaWgbt26AQCuXr0KADAxMQEAuU+nalaJa2o7nlZZWYnly5cjIiJCrl3NZWtriy5duiA5OVnYFhQUhIEDByIhIQGGhoaYNGkSwsLC5MpZWFhAKpUiPj4egwYNwrp167B69eoG6wkLCxM+jwKAiooKAP/LSY3q6moAgIaGhqi6xPRBY2Nj+Pj4ICkpCV988QWKioqQmpqK4OBgIQdi2i7muovNjaIcN7X/185vQ56+3mLbU6O+vifmHO3atYOZmRnc3d0RFhaG+Ph4GBgYYO3atQDE9YXWzL3Y8zSWl+zsbOTl5cHFxQUTJkyAvr4+7O3tsX79epSVlWHTpk2i+q6Y3Fy4cAF5eXl46623hP02NjbIz8/H7Nmzm3ydWcu5ceMGzMzMoK+vr+xQGGOMMcZaVb2DPHZ2drh//z4yMzNbO55XXlRUFIyMjBAcHIwePXpgxYoVkMlkwqCbRCJptHxmZibc3d3h6+sLd3d3eHl5KVyCuTllaquZk6Q2CwsL4eFJUT0qKip1yufl5QEA7t27ByKS+7l8+XKjdT+rJUuWwM/PDzY2Ns/tnBKJRFjGPTIyEocOHYK/vz+cnJzwxx9/wMrKCvPnz8f9+/flymlpacHFxQU///wzevfujf3799d7fiJCVFQUxo0bJ2wzNTUFAOTn58sd+/DhQ7n9iuoS2we3bt2KBQsWIDQ0FD179sSGDRtQUFAADQ0NTJo0SVTbxVx3MbkRk+Om9P/68tuYmuvdlPYA9fe9pp4DAJycnBAQEICMjAxUVlaK6gutmXsx51GUl5ql62s/zHt4eEBNTQ0pKSmi+q6Y3NQsQ1+To9qac41Yy0hMTIS9vb2yw2CMMcYYa3X1Ph33798fqqqqwqS3rPU4OTkhNTUVGzZsQIcOHfDVV19h48aNwtsWGRkZDZYtLS2Fs7MzDA0NkZiYiKlTpzY4MfCzlGlIfQ/GBQUF6NatW7PrqZmgNSoqqlkxNdeGDRvg4uKCMWPGCNuaOvBVn6ysLPTq1QsAEBISggEDBgj7zMzMcOTIEeGthvpoampi4sSJqKqqqnf/8ePHYW1tDQMDA2Fbze+pqalyx/79998AgCFDhoiqS0wfBJ68CbF582bk5OTgwYMHWLFiBeLj4+Hv7w9zc3NRbW/Oda8vN4rqaWq/rC+/jam53k1pT0N9r7n3gpOTE8zMzNCuXTtRfaG1ci/2PDUayou5uTnU1dWRnp4ud3y7du1gaGgIU1NTUX1XTG6MjY0BAHv27Kn3HMr6e8Xq+uOPP+Dg4KDsMBhjjDHGWl29gzz6+vqwtLTkQZ5WVlZWhqCgIGhpaWHRokW4efMmrKyscPbsWTg6OkJVVRURERGQyWR1yubl5eHUqVNIT0/HrFmz5D4vqu9tmZptYso0JX6pVCr8fv36ddy/fx9jxowRVU9Nu55+wLOzs4OhoSGWLVuGtWvXIisrC0VFRTh58iSWLFki1Av877OK+s5Vu92N2b9/P/r37y+8rVFZWYmEhAQEBQU1IRt1nTt3DtnZ2cJqQRoaGnUeKLt37w5NTU3o6uo2eJ709HSMHDmy3n1hYWGYPHmy3DYNDQ34+Pjg9OnTwltEAHD06FFoa2vD09NTVF1i+mBtOTk5GDduHJydnREQECAXU2NtF3PdFcUrpp6m9v/68tuQp6+32PY01veam5OzZ8/i008/FfKhqC+0Vu7FnkdRXvT19eHu7o6EhARkZWUJZbKzs1FQUIAxY8aI6rticuPg4ABdXV3s27cPq1atwv3791FSUoLY2FisXr262bljz9eDBw+Qnp4u91kdY4wxxtgro6HZeubOnUuOjo7PY+IfJpJUKiUNDQ3atm0bFRYWUkZGBllaWgqTws6bN48A0NSpUykjI4Nu3bpFbm5uBICMjIxoypQpBIB8fHyosLCQoqKiyMbGhtTV1enq1asUHx9P27dvJwB07Ngx2rlzJ8XGxiosI4avry+pqKjQnDlzKD8/n9LS0mjw4ME0YMAAqqiooEuXLjVaz08//UTvvvtuvauhbNiwQW7FIACkrq5OCQkJVFZWJpTbt28fyWQyqqioIE9PTwJA27dvJ5lMVqfdNRMy1xYYGFinrpqfX375RThOJpNRZmYmaWhokIeHB0mlUrnzrFy5UljZKDs7my5fvkyWlpY0e/Zs4ZiYmBgCQEFBQVRQUEA5OTnk6+tL1tbWVF5eTnfv3iUTExOaPn06paSkUGFhIW3cuJFsbW2poKCgTuzFxcVkYmJCjx8/rrPvwYMH1KVLF5oxYwYVFxfTsWPHyMDAgNavX09EJLouRX0wODiYHj16RMnJyRQYGEgSiYQWL15MFRUVcvEoarui6y42XkX1KOqXT/f/xvIr5no31h6xfa+xc1RWVtLHH39MoaGhVFZWRgUFBbRjxw6aOXOm3CTYivpCa+Ve7HnE5CUlJYWMjY3J2dmZ7ty5Q3fv3iU3Nzd65513mtR3xeQmODi4ThwGBgZ09epVUdeZtbyoqChSU1Or9+8kY4wxxthLrv7VtYiIoqOj+X+SWplUKqUtW7bQ6tWrycTEhMzNzSkwMFB4QKuqqqLly5eTRCIhPT098vb2pjVr1pCdnR2FhIRQYWEhLV26lAwMDMjGxoYOHTpEe/bsIV1dXVq8eDFVV1dTfn4+DRo0iCQSCUVERBARKSwjhq+vL+nq6lJISAgZGxuTgYEBeXt7U35+vnBMY/U4ODgID0QSiYT8/Pzkzr9jxw7q2bMnaWtrk4ODA8XFxRER0dChQ+Uepr755htydHSU2/btt9/W2+7a1q1b1+DDpI6ODpWVlQnH1qzo9fRPUlKSsF8mk9HOnTupd+/epKGhQZaWlrR161ZCQU3CAAAgAElEQVS5h20iosjISOrbty9paGiQhYUFzZkzh/Ly8oiIqLS0lNzc3EhHR4e0tbWpT58+FBAQQCUlJfXGv3PnTpo6dWqD1ygtLY1GjBhBOjo6ZGlpSWFhYcI+sXWJ6YNqamrUvXt3ev/99+n8+fMNxtNY22s0dN2bkhtF9Yjt/43lV+z1bqg9Tel7DZ1DJpPRtGnTSE9Pj/T19Wnw4MEN9vXG+kJr5V7MeZqSl6tXr5Kbmxvp6elRp06daNGiRVRaWirsF9N3xeZm48aN1KVLF9LT06N33nmnzsB0Q7ljrePDDz+kf/zjH8oOgzHGGGNMGS6qENX/XUJBQQFMTEwQGRmJCRMm1HcIY4K5c+fihx9+QGlpqbJDYYwx9grr0aMHvL29G12FkDHGGGPsJZXU4LJExsbGGDx4MA4fPtyaAbE2qrq6Wm5OHMYYY6y1Xbx4Ebdv38bo0aOVHQpjjDHGmFI0uvb0hAkTcOTIEWFiW8bqU1RUhMTERJSVleHUqVPPZRUqxhhjrKkOHjyILl268KTLjDHGGHtlNTrIM378eJSWluLo0aOtFQ97gdy4cQMqKioKf4yMjJCUlATgyTLDoaGhSo6cMcbYq+jAgQOYOHGisKIiY4wxxtirpsE5eWoMGzYM7du3x6FDh1orJsYYY4yxJvn999/h5OSExMRE9OvXT9nhMMYYY4wpQ8Nz8tSYPXs2YmJikJOT0xoBMcYYY4w1WWhoKPr27csDPIwxxhh7pSkc5JkwYQL09PQQHh7eGvEwxhhjjDVJUVERoqOj8eGHHyo7FMYYY4wxpVI4yKOtrY1Zs2Zh8+bNqKysbI2YGGMipKWlYcWKFTAzM8Pt27eVHU6Lys/Ph7m5OYKCgpQdCmPsBbRjxw6oqKjA29tb2aEwxhhjjCmVwkEeAPjkk09w//59REdHt3Q8jDGRFixYgHXr1iE7O7tJ5bZs2YLCwsIWiqplEJHw8zwpysXYsWPrTDSuo6OD7t27w9vbG9evX5c7PicnB1u3bsXw4cMxf/785xorY6x+VVVV2LJlCz744AMYGhoqOxzGGGOMMaVSOPFyjcmTJyMlJQWJiYm8agVjL4iAgAD885//RHp6Orp3767w+EePHqFv375ITEyEkZFRywf4AhObizt37qB3797Q19fHzZs3oa6ujsOHD2Pu3LlQVVXFiRMnhDlAZs6cicTERFy5cgW+vr7Ytm1bazWHsVfW3r17MX36dKSmpqJHjx7KDocxxhhjTJkUT7xcY8WKFUhOTsaPP/7YkgExxprAxMSkScfPmzcPaWlpLRRN2yI2F926dUP79u2hrq4OQ0ND6OrqYtq0aVixYgVKSkqwcuVK4djdu3cjKSkJmpqaLRk6Y+z/q66uRlBQEN5//30e4GGMMcYYg8jPtQCgT58+GDduHFauXAmZTNaSMTH2ykpNTcWQIUNgZGQEf39/7N69W25luzNnzsDJyQk6Ojqwt7evM0iRkZEBT09PSCQS6OrqYvDgwUhKSgIAzJkzR5hAvX379lBRUUFpaWmjZcS4ePEi5s+fj65duyIzMxOjRo2Crq4u7OzskJCQAABISUmBv78/TE1NkZGRgVGjRqFDhw64cOECACAhIQFDhw6Frq4uTE1N8dFHHwmfUZWVleGHH37AsGHDsHTpUrm6o6KiYGtrC01NTbzxxhs4ePCg3P6ff/4Zjo6O0NbWRo8ePbB58+ZGc9EUAwcOBABcu3ZNbruamhq0tLSadC7GWPPs2bMHqampWLFihbJDYYwxxhh7MVATXLlyhVRVVWnfvn1NKcYYE6l///4UHR1NUqmUTpw4QR06dKDs7GwiIjp37hxpaWnR2rVr6eHDhxQVFUXa2toEgNLT04Xyb7/9NmVnZ1NKSgpZWFjQwIEDhfOvWbOGANDDhw/l6mysjCKdO3cmAKSpqUkrV66ku3fv0rVr16h3796kqalJ169fp8GDB5OamhoBoH//+9904cIF6tKlCx07doyOHj1K+vr6FBMTQyUlJRQZGUm6urrUv39/qqyspL1791L79u0JAPn5+Qn1fvfdd+Ts7EypqamUl5dHY8aMIVVVVUpMTCQion379lHnzp3p5MmT9PjxY/r4448JgPD3q75cNMTc3JzMzc3ltm3evJkAkLOzc53jDQ0NydfXV3QOGWNNV1ZWRj169KDZs2crOxTGGGOMsRfFRdFv8gCAjY0Npk+fjqVLl+Lx48fPe7yJsVeaVCrFn3/+ie7du0NLSwtDhw7FqlWrhP2+vr5wcXHBZ599BiMjI3h6esLHx0fuHDKZDOPGjYOpqSlef/11uLq64tatW43W25wyT8vKyoK7uztUVVWxatUqWFhYwMrKClu2bEF5eTk2b96M06dPw8/PDwAwYMAAODg4ICMjA66urvj4448xffp0jBo1Cnp6epg0aRKWLFmCP//8Ezt37sT777+PlJQUuTqrqqrw+eefY8eOHejVqxc6duyIzZs3QyaT4ZtvvkF5eTk++eQTBAQEwNnZGdra2pg7dy6MjY3x6NEj0W2rXWdeXh6kUimOHDmCVatWQUVFBUuWLGnW+Rhjz2bDhg3IycnBl19+qexQGGOMMcZeGE0a5AGANWvWoKioCBs3bmyJeBh7ZWlra6Nz584YNmwYli1bhszMTCxYsACmpqZITk5GcnIy3Nzc5MrY2dnJ/Z6YmIh58+bh/PnzmDZtGiIjI1FZWdlovc0pU5uFhQVUVVWhpqYmbBs2bBgMDAzw559/AgA6duwIAHjzzTfl6k5NTYWtra3c+ebMmQMAiI2NFco+PeH75cuXkZubCysrK2HVq27dugEArl69igsXLiAvLw9vvfWWUMbGxgb5+fmYPXt2k9pWo7S0FJMnT4apqSlmzpyJPn364NixYxg9enSzzscYa77c3FwEBwfj888/R9euXZUdDmOMMcbYC6PJgzydOnXC0qVLsWbNGty+fbsFQmLs1RUVFQUjIyMEBwejR48eWLFiBWQymbBUt0QiabR8ZmYm3N3d4evrC3d3d3h5eSlcdrw5ZWpTVa3/T4mFhQUqKioAoN5V+e7cuQMAdd4MNDMzg46ODrKysuqtIy8vDwBw7949ueXViUgYAHr6uOfByMgIv/32G4qKipCfn4+EhAS4uro+t/MzxsRbsmQJ9PX1+U06xhhjjLFamjzIAwCfffYZunfvjtmzZzf5YZAx1jAnJyekpqZiw4YN6NChA7766its3LgRGhoaAJ5MrNyQ0tJSODs7w9DQEImJiZg6darCCYCbU6Yh9f0tKCgoEN6wqY+5uTkACINYT1NXV8drr71WbzlDQ0MATwbF6mNsbAzgyaSsjLGXS2xsLPbs2YNvv/0WOjo6yg6HMcYYY+yF0qxBHg0NDYSHh+PUqVPYsWPH846JsVdSWVkZgoKCoKWlhUWLFuHmzZuwsrLC2bNn4ejoCFVVVURERNS7ul1eXh5OnTqF9PR0zJo1S+6zqacHX2repqnZJqZMU+KXSqXC79evX8f9+/cxZswYABDirqqqEo6xt7dHly5dsH//frnVre7du4fi4mJ4eXnVW5ednR0MDQ2xbNkyrF27FllZWSgqKsLJkyexZMkSODg4QFdXF/v27cOqVatw//59lJSUIDY2FqtXr643F4yxF19RURHmzp0Lb29vjB07VtnhMMYYY4y9cJo1yAM8eTjz8/ODn59fnWWcGWPNExgYiO3bt6OoqAhFRUUgIgwbNgzm5uaYO3curl69Ch8fH9y9exdpaWk4fPgwAMDNzU14a2Xv3r0oKipCdHQ0fv/9dzx+/BjXrl3DiRMn0L59ewBP5sLZtWuXMMDRWBmxiAiLFi1CQUEB0tPT8eGHH8LBwQHe3t549OgRjh8/DgDIzs4WymhqamLdunUoLCzE1KlTkZWVhezsbHz00Ud49913MXHixHrr0tLSQkBAAMrLy+Hv7w9zc3MYGRnB1dUVo0ePhp6eHlauXAkiwurVq2FqagoDAwO8//77wjlr5yIzM7Peum7fvo2HDx/i4cOHwudljeUgKysLUqkUWVlZKCsrE50/xphiixYtQlVVFc8LyBhjjDHWkGdZm6usrIysra3J1dWVZDLZs5yKsVeeVCqlLVu20OrVq8nExITMzc0pMDBQuLeqqqpo+fLlJJFISE9Pj7y9vWnNmjVkZ2dHISEhVFhYSEuXLiUDAwOysbGhQ4cO0Z49e0hXV5cWL15M1dXVlJ+fT4MGDSKJREIRERFERArLiOHr60u6uroUEhJCxsbGZGBgQN7e3pSfn09ERI6OjgSAAJBEIpFbCp2I6MCBA2Rra0uamprUtWtXWr58OZWVlckdo6amRp999pncth07dlDPnj1JW1ubHBwcKC4uTm7/xo0bqUuXLqSnp0fvvPMOXbx4UdhXXy5qGzNmjBB3zc97773XYB78/PzqHJ+UlKQ4gYwxhY4dO0YqKip08OBBZYfCGGOMMfaiuqhC9GzfKpw7dw5OTk7Ytm0bPvjgg2cbcWKMtUlz587FDz/8IPfJ1fOmrq6OVatWYeXKlS1WB2PsxVRUVIQ+ffrAyckJERERyg6HMcYYY+xFldTsz7VqDBw4EH5+fli0aBGuXLnyPIJijLUx1dXVqK6ubvHz9+3bt8XqYIy9mIgIM2bMQGVlJTZv3qzscBhjjDHGXmjPPMgDAP/617/Qv39/jB49Gvn5+c/jlIyxNqKoqAiJiYkoKyvDqVOnnttExr/88gskEgkiIiKQkJCAnj17wt3d/bmcmzHWdnz11VeIjY1FZGQkOnbsqOxwGGOMMcZeaM9lkEddXR2RkZGoqqrClClTWvRf9BljrePGjRtQUVFR+GNkZISkpCQAwJAhQxAaGvpc6u/cuTN0dXUxe/ZsrF27FkePHhWWkmeMvRri4uKwatUqrF+/HkOGDFF2OIwxxhhjL7xnnpPnaefPn8fQoUPh7++Pf/7zn8/rtIwxxhh7xdy5cwf9+/fHu+++ix9++EHZ4TDGGGOMtQVJz3WQBwC2b9+Ojz76CAcOHMD48eOf56kZY4wx9gqQSqVwcnJCdXU1zpw5Ax0dHWWHxBhjjDHWFiSpP+8z+vr64sKFC5g1axbefPNNWFtbP+8qGGOMMfaSkslkmDVrFm7fvo0///yTB3gYY4wxxprguczJU1tISAj69u2Ld999F3fu3GmJKlgj0tLSsGLFCpiZmeH27dvKDue5KCgogIWFBdasWdPgMS9ju9mL48KFC/jwww/Ro0ePl6qu5+2vv/7CyJEjoa+vj06dOmHp0qWoqqp6rnUo615vy9elLVm8eDEOHTqEqKgozjVjjDHGWBO1yCCPlpYWfvrpJ3Tq1Alvv/02cnJyWqIa1oAFCxZg3bp1yM7OblK5LVu2oLCwsIWienZEBBUVlQb3i213eXk5Vq5ciR49ekBXVxd9+vTBf/7znwZXhSouLsbXX38NBwcH6Onp4YsvvhD2RUREoF+/ftDT00Pnzp0xbdo03L17V658XFwcBgwYAG1tbXTr1g1r1qxp0gpUYuM9fPgwrK2toaenh4EDB+LMmTN1zqUoltbMzbFjxxqczHn9+vX11peQkAA1NTXcuHGjyW1XFE9jbZfJZBg3bhxCQ0NRUlJSb2xPy8nJwdatWzF8+HDMnz+/3mNyc3Ph5eUFAwMDdOvWDSEhIQDQ5LrE9q8vv/xSLsft2rVDbm6uwvMrivdpmZmZcHZ2xieffIK7d+9i+vTp+O6775CYmKgwH03R0L0uJhdi2lGfpl4X1jyBgYHYsmUL9uzZA1dXV2WHwxhjjDHW9lALys3NpTfffJP69u1LDx8+bMmqWC2rVq0iAJSeni7q+NLSUnrttdfa/HUS0+6PP/6YvvvuOyoqKqKMjAyaMWMGAaDPPvuszrFnzpyhLl260BtvvEHbtm2j1NRUqqysJCKi/fv3U/v27Sk2NpYeP35Md+/eJU9PT3rzzTdJJpMREdHx48dJR0eHIiMjqbi4mL7//ntSV1en+fPni26TmHjj4+MpODiYiouL6a+//iIHBwfS09Oj+/fvC8eIiaU1czNz5kwCUOdHRUWF7t69W6e+goIC6tq1KwGg69evN6ntYuIR0/b33nuPOnTooPCazZgxg/r06UMAyNfXt87+4uJiev3112nMmDGUn59P586do/bt21NwcHCT6hLbv4qLi8nIyEguzyNHjlTYjqbES0S0Zs0a0tfXb3I+mqP2vS4mF2Lb0RixfYA13bZt2wgAbdq0SdmhMMYYY4y1VRdbdJCHiCgtLY3MzMzIxcWFpFJpS1fH/r+QkJAmDfL4+PgQgDY/yKOo3bm5uRQeHi63rbq6mqysrKhz585y2xMSEkhbW5smTpxIZWVldc41ZcoUGj58uNy206dPk4qKChUWFhIRka2tLX3wwQdyx8yfP58AUGJiosL2iI1348aNcsf89NNPBIBOnDghbFMUS2vmpqysjFxdXSk5OVkYGCIiKikpaXDw4f3336eFCxfWGeQR03ZF8Yht+8yZM0U/4FdVVZGmpma9gxpLliyhdu3a0YMHD4RtAQEB1K5dO6HviqlLbP8KDg6mAwcOiIq7PmLiJSLy9fVtMObG8tEcte91MbkQ247GNKUPMPEOHz5MampqFBQUpOxQGGOMMcbasost8rnW03r06IFffvkFycnJmDJlynOfm+FVkZqaiiFDhsDIyAj+/v7YvXu33GdwZ86cgZOTE3R0dGBvb4+0tDS58hkZGfD09IREIoGuri4GDx6MpKQkAMCcOXMQHh4OAGjfvj1UVFRQWlraaBkx1NXVhU9DalhaWgrbSktLRR0jlUqxZ88eDB06FMuWLZOrQ1G7a5NIJPD29pbbpqqqCisrK3Tt2lXY9uDBA4wfPx5OTk7Yt28fNDU165yrX79+iI+Px7/+9S9UV1eDiLBr1y74+/vD0NAQd+/eRXJycp3Jx728vAAA0dHRwraoqCjY2tpCU1MTb7zxBg4ePNikeOfOnSt3zOXLl9GtWzc4OjoCgKhYWjM3ubm5+OGHH9C3b1+oq/9v/vfo6GiMGjWqzvl27NiB/v37w87Ors4+RW0XE4/YtquqPvmTeenSJQwdOhTa2tqws7PD6dOn68SlpqYGLS2tOttlMhnCw8Ph6OiIDh06CNtHjBiByspK4V5UVJfY/iWVSvHvf/8bfn5++OCDDxq8hxvqg2LijYuLg4qKCrZv3478/Hzh/r13757CfNT4+eef4ejoCG1tbfTo0QObN2+W29/YvS4mF2Lz3lgugKb1ASZOXFwcvLy8MH/+fKxYsULZ4TDGGGOMtW2tNZx0+vRp0tXVpfHjx1N5eXlrVfvS6N+/P0VHR5NUKqUTJ05Qhw4dKDs7m4iIzp07R1paWrR27Vp6+PAhRUVFkba2tty/cvfv35/efvttys7OppSUFLKwsKCBAwcK51+zZk2dN3kUlVHk4cOHZGVlRU93s/z8fHJ0dCQAVFJSIuqY8PBw4VMTf39/4Tgx7RbLysqKduzYIfz+ySefEAD66quv6K233iJNTU2ysbGhY8eOCcdUVFSQl5cXASAbGxuaPHkyRUVFCfsvXLhAAGjZsmVydWVlZREA8vLyIiKi7777jpydnSk1NZXy8vJozJgxpKqq2uibPrXjrZGWlkbLly8nCwsLunz5cpNjaa3cNGT48OGUm5srt+369es0fvx4kslktHv37jpv8ihq+7PEU7vts2fPJi0tLQoODqbs7Gy6dOkSWVtbk66uLt27d69OeUNDwzpvrvz1118EgKZMmSK3/cGDB3KfUSmqS+w13bRpU53P4ZYvXy5XprE+KDbempgbe8ulvnwQEe3bt486d+5MJ0+epMePH9PHH39MAGjfvn1EpPheF5MLse1QdD82tQ+wxv3888+ko6ND06ZNo+rqamWHwxhjjDHW1rX851pPO3/+PBkbG9Pw4cOppKSkNatu0x4/fkwA6I8//hC2bd68WRjksbW1pREjRsiV8fX1lRvs6NevH4WEhAj7p0+fThKJRPi9vkEeRWXEWLBggdwADhHRihUrhAEcscfcu3evziCPmHaLcerUKerTpw9VVVUR0ZPPdCQSCZmZmdGBAweouLiYLl68SN27dyctLS36+++/hbIymYzGjh1LqqqqpKurS9HR0cK+/Px8UlFRIXt7e2HeFyKilJQUAkDTp0+nyspKMjExkRu0uHPnDgGgyZMni4q3xt27d4UHeU1NTVqyZIlwjJhYWjM39bl16xa5u7vLbSsvL6d3332XcnJyiIgaHORprO3Njae+PNc3iHHp0iVSUVGhhQsX1jlHfYMacXFxBKDO8VVVVQSA3nrrLVF1ib2mFRUVlJmZSf/3f/9H06dPJ3V1dQJAW7ZsISJS2AfFxttQzIryUVZWRhKJhLZv3y5su3LlChkbG9OuXbuISPG9LiYXYtoh5n5sah9gDfvxxx9JS0uLpk2bJvfZJmOMMcYYa7aW/1zraQMGDMCxY8dw5coVjBw5EsXFxa1ZfZulra2Nzp07Y9iwYVi2bBkyMzOxYMECmJqaIjk5GcnJyXBzc5MrU/uzlsTERMybNw/nz5/HtGnTEBkZicrKykbrbU6Z2jQ0NOpsq/3JhphjJBKJ3O9i261IZWUlli9fjoiICKipqQEAsrOzkZeXBxcXF0yYMAH6+vqwt7fH+vXrUVZWhk2bNgnlg4KCMHDgQCQkJMDQ0BCTJk1CWFgYAMDY2Bg+Pj5ISkrCF198gaKiIqSmpiI4OBgAYGtri8uXLyM3NxdWVlbCJy7dunUDAFy9elVUvDUsLCwglUoRHx+PQYMGYd26dVi9erXoWFozN/UJCwsTPq+psWzZMixcuBCdOnVqsJyitjcnnsbyXJutrS26dOmC5OTkRo+rUVFRAQDQ0dGR215dXQ2g/vuhvrrEXtN27drBzMwM7u7uCAsLQ3x8PAwMDLB27VoAUNgHnyVeMS5cuIC8vDy89dZbwjYbGxvk5+dj9uzZou51MbkQ046m3o81mtoHGLB3715MmDABM2fOxPfffy/32SZjjDHGGGu+Vh3kAZ7MjZGQkIC0tDQMHz4cDx48aO0Q2qSoqCgYGRkhODgYPXr0wIoVKyCTyXD9+nUAdQdBasvMzIS7uzt8fX3h7u4OLy8vhct4N6dMS6mZB6OG2HYrsmTJEvj5+cHGxkbYVrM8sr6+vtyxHh4eUFNTQ0pKCgAgMjIShw4dgr+/P5ycnPDHH3/AysoK8+fPx/379wEAW7duxYIFCxAaGoqePXtiw4YNKCgogIaGBiZNmoS8vDwAwL1790BEcj+XL18WFe/TtLS04OLigp9//hm9e/fG/v37hX2KYmnt3DyNiBAVFYVx48YJ23799VcQEdzd3etta1Pa3tR4FOW5NolEgsLCQlHHmpqaAgDy8/Pltj98+FBuv5i6mnpNAcDJyQkBAQHIyMhAZWWlwj74rPEqUrOMe00ctYm91xXlQkw7mno/Pq0pfeBV95///Ac+Pj7w8/PD1q1b6/x9Z4wxxhhjzaeU/7OysrLC6dOnUVhYiCFDhiAzM1MZYbQpTk5OSE1NxYYNG9ChQwd89dVX2Lhxo/Cv6BkZGQ2WLS0thbOzMwwNDZGYmIipU6c2OgFqc8u0JjHtVmTDhg1wcXHBmDFjhG1EBHNzc6irqyM9PV3u+Hbt2sHQ0FB4WAwJCcGAAQOE/WZmZjhy5IjwRgnw5K2BzZs3IycnBw8ePMCKFSsQHx8Pf39/mJubw9DQEMCTQbzmxlsfTU1NTJw4UW6ic0WxtHZunnb8+HFYW1vDwMBA2LZlyxZs2LBBeKNCRUUFM2fOBPDkb4ilpaXotjclnqbkuUZWVhZ69erV6DE1atqZmpoqt/3vv/8GAAwZMkR0XU25pk9zcnKCmZmZcN2Ahvvgs8ariLGxMQBgz5499e4Xe68ryoWYdjTlfqytKX3gVfb1119j3rx5WLVqlfCmFWOMMcYYe36U9s9n3bt3R3x8PGQyGYYOHSr8ay2rq6ysDEFBQdDS0sKiRYtw8+ZNWFlZ4ezZs3B0dISqqioiIiIgk8nqlM3Ly8OpU6eQnp6OWbNmyX168vSDa83qVjXbxJQRo127dgCeDBrVkEqlQmxij6n5TKzmwV1Muxuzf/9+9O/fX3hzpLKyEgkJCQgKCoK+vj7c3d2RkJCArKwsoUx2djYKCgqEh38NDY06D4zdu3eHpqYmdHV169SZk5ODcePGwdnZGQEBAQCefHJiaGiIZcuWYe3atcjKykJRURFOnjyJJUuWiIq3Ienp6Rg5cmS9++qLRZm5CQsLw+TJk+W2xcTE1HmbYvfu3QCevN1x48YN0W0XG09z8nzu3DlkZ2fXWZ2rIRoaGvDx8REGumscPXoU2tra8PT0bFZdjV3T2s6ePYtPP/0UgOI+2JR4KyoqUF5eLioPNRwcHKCrq4t9+/Zh1apVuH//PkpKShAbG4vVq1c3616vLxdi2iH2fqytqX3gVVRdXY1FixZh+fLl2Lp1K7788ktlh8QYY4wx9nJqpcl/GnT//n0aNGgQGRoa0i+//KLscF5IUqmUNDQ0aNu2bVRYWEgZGRlkaWkpTIo8b948AkBTp06ljIwMunXrFrm5uREAMjIyoilTphAA8vHxocLCQoqKiiIbGxtSV1enq1evUnx8PG3fvp0A0LFjx2jnzp0UGxursIwYO3fuJAC0ceNGKi0tpV27dtGwYcMIgDCxqphjfvrpJwJAgwYNosePH4tqd3BwcL0xBQYGyq029PRPTR9MSUkhY2NjcnZ2pjt37tDdu3fJzc2N3nnnHeE8MTExBICCgoKooKCAcnJyyNfXl6ytrYUV5B49ekTJyckUGBhIEomEFi9eTBUVFXLxbNiwoU4c6urqlJCQICreu3fvkomJCU2fPp1SUlKosLCQNm7cSLa2tlRQUCDUIyaW1sxNjeLiYjIxMQt32rcAACAASURBVBGua2NqT7wstu1i4hHT9pUrVwqrU2VnZ9Ply5fJ0tKSZs+eLRenTCajzMxM0tDQIA8PD5JKpXL7Hzx4QF26dKEZM2ZQcXExHTt2jAwMDGj9+vXCMWLqUnRNKysr6eOPP6bQ0FAqKyujgoIC2rFjB82cOVNugmJFfVBMvPfu3aPu3bsTADp+/HiT8hEcHFynfgMDA7p69SoRibvXxfRvMe1QlAuxfYD9T1FREbm7u5O2tjbt379f2eEwxhhjjL3MWnd1rYaUlZXR9OnTSU1NrcEH81eZVCqlLVu20OrVq8nExITMzc0pMDBQeEirqqqi5cuXk0QiIT09PfL29qY1a9aQnZ0dhYSEUGFhIS1dupQMDAzIxsaGDh06RHv27CFdXV1avHgxVVdXU35+Pg0aNIgkEglFREQQESksI8bjx49p/PjxpKWlRdbW1hQfH09BQUE0cOBACg0NpdLSUoXH/PDDD3IPXLa2tqLbXdu6desafJDX0dGhsrIy4dirV6+Sm5sb6enpUadOnWjRokVUWloqd77IyEjq27cvaWhokIWFBc2ZM4fy8vKE/WpqatS9e3d6//336fz58w3maceOHdSzZ0/S1tYmBwcHiouLEx1vaWkpubm5kY6ODmlra1OfPn0oICCgzgp2imJp7dzU2LlzJ02dOrXB3Dyt9iCP2LYrikds22UyGe3cuZN69+5NGhoaZGlpSVu3bpUbMCEi8vPzq3OepKQkuWPS0tJoxIgRpKOjQ5aWlhQWFia3X0xdiq6pTCajadOmkZ6eHunr69PgwYOF+7u2hvqgmHjPnj1bp709e/ZsUj42btxIXbp0IT09PXrnnXfo4sWLwj4x97rYe01R3hXlQmwfYE/cunWLrK2tqXPnzo1eF8YYY4wx9lxcVCFS0ky69di0aRM+/fRTzJ49GyEhIcJnPIwxxhhrW86cOYNx48ahc+fOOHLkCLp27arskBhjjDHGXnZJL9SSFgsXLkRMTAwiIyPh6uqqcF4VxhhjjL149u3bB1dXVzg7O+P333/nAR7GGGOMsVbyQg3yAMDIkSNx4sQJ3L59G05OTrhy5YqyQ2KMMcaYCBUVFVi8eDGmTp0KPz8/REdH1zvZOmOMMcYYaxkv3CAPANjb2+P8+fPo1KkTHB0dsXPnTmWHxJ5y48YNuWWtG/qZOHGiskNljDHWStLT0+Hs7Ixdu3Zh7969CAoKElZuZIwxxhhjreOFmpOnturqagQGBiIwMBBjx45FaGgojIyMlB0WY4wxxp7y448/YubMmejcuTOioqJgbW2t7JAYY4wxxl5FL9acPLWpqakhICAAcXFxOHv2rPCGD2OMMcaUr7y8HAsXLsS4ceMwatQo/PHHHzzAwxhjjDGmRC/0IE+NYcOG4dKlS3jzzTcxdOhQbNq0SdkhMcYYY6+027dvY+jQodi9ezf27t2L8PBw6OjoKDssxhhjjLFXWpsY5AEAExMTxMbGYvny5fDz88OECRN49S3W5qWlpWHFihUwMzPD7du3lR2OUhQUFMDCwgJr1qxRdiiMMZG+//572Nraorq6GklJSZgyZYqyQ2KMMcYYY2hDgzzAk8+3vvzyS8TFxSExMRE2NjY4cOCAssNirNkWLFiAdevWITs7u0nltmzZgsLCwhaKqvURUatO0JqbmwsvLy8YGBigW7duCAkJEVUuJycHW7duxfDhwzF//vw6+48dO9bgROTr169vkZgYa01ZWVnw8PDArFmz8MEHH+D06dPo2bOnssNijDHGGGP/X5sa5Knh4uKCa9euYebMmfDy8sKkSZP4rR7WJsXGxmLZsmVNKvPo0SNs2LChhSJqfcbGxsjMzMTnn3/eKvWVlJTAyckJ5eXluH37NqKiorBy5Up8/fXXCssuW7YM27ZtQ3x8PKqqqurs37dvX73lVFRU4OXl1SIxMdZaoqOj0bdvX1y7dg2//fYb1q9fD01NTWWHxRhjjDHGntImB3kAQEdHB8HBwfjll19w/vx5fquHtVkmJiZNOn7evHlIS0troWhefqtXr8bt27cRGhoKY2NjODo6YuHChVi5cqXCT+Z2796NpKSkeh9sy8vLkZGRgeTkZFRWVoKIQEQoKSmBu7s7LCwsWiQmxlra/fv3MX78eHh5eWHChAlITk6Gi4uLssNijDHGGGP1aLODPDXeeecdXLlyBWPHjsWkSZP4rR6mdKmpqRgyZAiMjIzg7++P3bt3IycnR9h/5swZODk5QUdHB/b29nUGbDIyMuDp6QmJRAJdXV0MHjwYSUlJAIA5c+YgPDwcANC+fXuoqKigtLS00TJiWFpayn1adOPGDQDAunXrhG01g6hRUVGwtbWFpqYm3njjDRw8eBAAkJKSAn9/f5iamiIjIwOjRo1Chw4dcOHChQZzIpVKsWfPHgwdOrTOG00JCQkYOnQodHV1YWpqio8++kj4RO3mzZtYunQpOnXqhOzsbHzxxRfo2LEjzMzMEB0d3WA7ZTIZwsPD4ejoiA4dOgjbR4wYgcrKSiG3jVFTU4OWllad7bm5ufjhhx/Qt29fqKurC9ujo6MxatSoFo2JsZYSHR0Na2trXLp0Cb/99hu2b98OPT09ZYfFGGOMMcYaQi+RX3/9lbp27UomJiYUHh5OMplM2SGxV1D//v0pOjqapFIpnThxgjp06EDZ2dlERHTu3DnS0tKitWvX0sOHDykqKoq0tbUJAKWnpwvl3377bcrOzqaUlBSysLCggQMHCudfs2YNAaCHDx/K1dlYGUVyc3PJxcWFAFBMTIywXSaT0fz582nnzp0kk8nou+++I2dnZ0pNTaW8vDwaM2YMqaqqUmJiIg0ePJjU1NQIAP373/+mCxcuUJcuXejYsWMN5iQ8PJyMjIwIAPn7+wv1Hj16lPT19SkmJoZKSkooMjKSdHV1qX///lRZWUlOTk5CXZ988gldvHiRCgsLydnZmYyMjKiysrLedv71118EgKZMmSK3/cGDBwSARo4cKSpfhoaG5OvrK+rY4cOHU25uboP7n1dMjD1PaWlp5OHhQaqqqrRgwQIqLS1VdkiMMcYYY0yxi23+TZ6nubm54cqVK5g4cSJmzpwJFxcXXLlyRdlhsVeIVCrFn3/+ie7du0NLSwtDhw7FqlWrhP2+vr5wcXHBZ599BiMjI3h6esLHx0fuHDKZDOPGjYOpqSlef/11uLq64tatW43W25wyT5NIJPj2228BQO6to5o3hT744ANUV1fj888/x44dO9CrVy907NgRmzdvhkwmwzfffIPTp0/Dz88PADBgwAA4ODggIyMDgwcPbjAn3t7e+Ouvv+RiISJ8/PHHmD59OkaNGgU9PT1MmjQJS5YswZ9//omdO3fi1KlTWLRoEQDgs88+g729PQwNDTF27FgUFhbi/v379bazpm21P5EzMjICgAbLNVdaWho0NTUhkUgaPKa1Y2KsMWVlZQgMDIS1tTX+/vtvHD9+HJs3b4aurq6yQ2OMMcYYYyK8VIM8AGBgYICQkBD88ccfqKysRL9+/bBw4UIUFxcrOzT2CtDW1kbnzp0xbNgwLFu2DJmZmViwYAFMTU2RnJyM5ORkuLm5yZWxs7OT+z0xMRHz5s3D+fPnMW3aNERGRqKysrLReptTpjYbGxu4urpi27ZtwraLFy9i4MCBAIDLly8jNzcXVlZWwidc3bp1AwBcvXoVANCxY0cAwJtvvikqJwDqDIAkJiYiNTUVtra2ctvnzJkD4Mlk1cD/BkWe/nRKR0cHABpse0VFhdxxNaqrqwEAGhoaDaWnWcLCwhqdcFkZMTHWkOPHj6Nfv34IDg7G0qVLkZSUhKFDhyo7LMYYY4wx1gQv3SBPDXt7e/z+++8IDQ3Fvn37YGlpifDwcBCRskNjL7moqCgYGRkhODgYPXr0wIoVKyCTyXD9+nUAdQc1asvMzIS7uzt8fX3h7u4OLy8vhf22OWXqs2jRIiQmJuLs2bMAnqwWNW3aNAAQ5rq6d++eMKlwzc/ly5cBoMFl0BvKCQCoqsr/Gbpz5w4A4PHjx3LbzczMoKOjg6ysrHrLiVEzsJSfny+3/eHDh3L7nwciQlRUFMaNG/fCxMRYfTIzM+Hj4wNXV1f07NkT165dQ0BAAK+cxRhjjDHWBr20gzzAkwdOHx8f3Lx5E56enpg1axZcXFzqfB7C2PPk5OSE1NRUbNiwAR06dMBXX32FjRs3Cm9kZGRkNFi2tLQUzs7OMDQ0RGJiIqZOnVrvJL/PWqYh7733Hl5//XVs2bIFRUVF0NbWFj7TMDQ0BPBkwKapGspJfczNzQFAGBR7mrq6Ol577bUm11/D2toaBgYGSE1Nldv+999/AwCGDBnS7HPXdvz4caG+FyUmxp5WWVmJTZs2wdLSEufOncPPP/+MmJgY4Q09xhhjjDHW9rzUgzw12rdvj02bNuHChQuoqKiAvb09fH19kZ2drezQ2EumrKwMQUFB0NLSwqJFi3Dz5k1YWVnh7NmzcHR0hKqqKiIiIoS3WJ6Wl5eHU6dOIT09HbNmzYKampqw7+m3cmrelqnZJqaMWCoqKvjkk09w4MABrF+/HjNmzBD22dnZwdDQEMuWLcPatWuRlZWFoqIinDx5EkuWLAEAoV1VVVWicgL879OqmjL29vbo0qUL9u/fj9LSUuE89+7dQ3FxsfD5U1lZGYD/fdbUUP1P09DQgI+PD06fPi2s1AUAR48ehba2Njw9PZucs4aEhYVh8uTJCo9rzZgYA578bYiOjoaVlRWWL18OPz8/XLlyBSNGjFB2aIwxxhhj7Bm9EoM8Nfr164fff/8d27dvR2xsLN544w3885//lHuQZOxZBQYGYvv27SgqKkJRURGICMOGDYO5uTnmzp2Lq1evwsfHB3fv3kVaWhoOHz4M4MnE4Xv27AEA7N27F0VFRYiOjsbvv/+Ox48f49q1azhx4gTat28P4MncNbt27RIGcxor0xQzZsyAjo4OLl26JPfWjJaWFgICAlBeXg5/f3+Ym5vDyMgIrq6uGD16NB49eoTjx48DQJ0B1IZyAkAoc/bsWUilUmhqamLdunUoLCzE1KlTkZWVhezsbHz00Ud49913MXHiRJSXl+P06dMAgPj4eBARKisrhbYeP368wUGugIAAmJqaYvHixSgpKUFcXBw2btyIoKAg4S2izZs3w8jICOfPn5crS0TIysqCVCpFVlaWMNBUW0lJCY4ePVrv0un1nVtMTIw9D/Hx8RgwYAAmT54MJycn3Lhxgz/NYowxxhh7mbTycl4vjMePH1NwcDAZGRlRx44dKTg4mMrLy5UdFmvjpFIpbdmyhVavXk0mJiZkbm5OgYGBJJPJiIioqqqKli9fThKJhPT09Mjb25vWrFlDdnZ2FBISQoWFhbR06VIyMDAgGxsbOnToEO3Zs4d0dXVp8eLFVF1dTfn5+TRo0CCSSCQUERFBRKSwTFP5+fnRr7/+Wu++HTt2UM+ePUlbW5scHBwoLi6OiIgcHR0JAAEgiURCfn5+CnNy+PBhoQwAsrW1Feo5cOAA2drakqamJnXt2pWWL19OZWVlREQ0dOhQuXLffPONXP0A6Ntvv22wfWlpaTRixAjS0dEhS0tLCgsLk9u/ceNGMjQ0pPPnz9fJy9N1AKCkpKQ659+5cydNnTq13robOreimBh7FteuXSNPT08CQG+//Xa9/ZYxxhhjjLV5F1WIXu2ZiAsKCrB27Vps2rQJXbt2RVBQECZOnNjgBLKMMcZYW5GZmYnVq1cjNDQUlpaW+Prrr/Hee+8pOyzGGGOMMdYykl6pz7XqY2xsjODgYFy9ehX9+vWDl5cXnJ2dkZCQoOzQGGOMsWZ58OABPv/8c7z++us4evQovv/+e1y+fJkHeBhjjDHGXnKv/CBPjddeew379u3DhQsXoKWlBRcXF7i4uAjzhTDGGGMvury8PHz++efo0aMHQkNDERgYiBs3bmDq1KlQVeX/5DPGGGOMvez4//hq6d+/P+Li4nD69Gno6+vD1dUVgwcPRkxMjLJDY6zJbty4ARUVFYU/EydOVHaojLFn8ODBAwQEBKBXr14IDQ2Fn58f/v77b/j5+fGkyowxxhhjr5BXfk4eRc6ePYuvvvoKsbGxGDhwIJYtW4ZRo0bxnD2MMcaULi8vD+vXr8e3334LXV1dzJs3D59++ikMDAyUHRpjjDHGGGt9PCePIv/4xz8QExODs2fPon379hg9ejT+8Y9/IDY2tsElmhljjLGWlJWVhUWLFqFbt24IDw/Hv/71L9y5cwcBAQE8wMMYY4wx9grjQR6RHB0dERsbi0uXLqFr167w8PCApaUlNm3aBKlUquzwGGOMvQJSUlKwcOFC9OrVC/v378eqVatw69YtLFq0CNra2soOjzHGGGOMKRl/rtVMycnJWL9+PSIjI9GhQwcsWLAAvr6+MDY2VnZojDHGXiJEhLi4OKxbtw7Hjh2DlZUVPv30U0ybNo3n22GMMcYYY0/jz7Way9bWFuHh4cjIyMCcOXOwbt06mJmZwcfHBzdu3FB2eIwxxtq4iooKREdHw9HREW5ubnj06BF+/PFH/PXXX5g9ezYP8DDGGGOMsTp4kOcZderUCQEBAbhz5w42b96MCxcuwNraGh4eHoiLi1N2eIwxxtqY4uJibNq0CT179sTUqVPRvXt3nD9/HqdPn4aHhwdP/M8YY4wxxhrEn2s9Z9XV1Th06BDWr1+P8+fPw8HBAXPnzsXkyZOho6Oj7PAYY4y9oC5evIht27YhIiIC7dq1w5w5c7BgwQJYWFgoOzTGGGOMMdY2JPEgTws6c+YMQkJCcPDgQWhra8PHxwdz586FlZWVskNjjDH2Anj8+DEiIyOxbds2XLhwAb1798bcuXMxY8YM6OvrKzs8xhhjjDHWtvAgT2soLCzE999/j2+//Ra3bt3CW2+9hTlz5sDb25tXQ2GMsVdQSkoKvvvuO+zatQslJSUYM2YM5syZA1dXV/4cizHGGGOMNRcP8rQmmUyG48ePY8eOHTh8+DCMjY0xc+ZMzJkzB6+99pqyw2OMMdaCKioq8OOPP2LHjh347bffYG5ujtmzZ2PevHkwMTFRdniMMcYYY6zt40EeZbl37x527tyJXbt2IScnB2+//Ta8vb0xfvx4nruHMcZeIklJSQgPD0dERATy8/MxatQozJ07F25ublBV5fUPGGOMMcbYc8ODPMpWVVWFmJgYhIWF4eeff4a2tjYmTpyI6dOnw9nZmV/bZ4yxNignJwcREREICwvDlStX0KtXL/j4+GDmzJk8kTJjjDHGGGspPMjzInn48CGio6MRHh6O33//HV26dMH777+PDz74AL169VJ2eIwxxhpRXl6Oo0ePYs+ePfjvf/8LHR0djB49Gj4+PjzXDmOMMcYYaw08yPOiunLlCr7//nvs3bsX9+/fh5OTE3x8fODp6QlDQ0Nlh8cYYwwAEeHs2bMIDw9HVFQUiouL4ebmBh8fH4wdOxZaWlrKDpExxhhjjL06eJDnRVczWXN4eDgOHjyI6upqvPPOO/D09MTYsWNhYGCg7BAZY+yVc/XqVURHRyMiIgKpqamwsrLCpEmTMHPmTHTr1k3Z4THGGGOMsVcTD/K0JYWFhfjvf/+LqKgoxMXFQU1NDSNGjMCkSZPg4eEBPT09ZYfIGGMvrYsXLyIqKgrR0dFIS0tDz5494enpCS8vL9jZ2Sk7PMYYY4wxxniQp616+PAhYmJiEB0djV9//RVqamp4++234enpiXHjxkFfX1/ZITLGWJtX88bO/v37cfPmTXTt2hVjx46Fp6cnBg8ezPPsMMYYY4yxFwkP8rwMHjx4gMOHDyMqKgrx8fHQ1NTEe++9h3HjxmHEiBFo3769skNkjLE2gYjwxx9/4Mcff8TBgwdx8+ZNdOvWDZ6enpg0aRIcHByUHSJjjDHGGGMN4UGel01eXh4OHjyIAwcO4OTJkyAiDBkyBKNHj4aHhwdee+01ZYfIGGMvFKlUit9++w1HjhzBTz/9hOzsbPTo0QPjxo3DpEmTMGDAAH5jhzHGGGOMtQU8yPMye/ToEY4fP47o6GjExMSgsLAQr732GkaNGgVPT08MGjQIqqqqyg6TMcZaXX5+PmJjY/HTTz/hl19+QUlJCXr37g1PT094eHigX79+PLDDGGOMMcbaGh7keVVUVlbi5MmTOHLkCGJiYpCeng5TU1OMGjUKo0ePxvDhw6Grq6vsMBljrMX89ddf+OmnnxATE4Nz585BU1MTrq6u8PDwgIeHBzp37qzsEBljjDHGGHsWPMjzqkpLSxMmbj579ixUVVVha2uLUaNGwcPDA/b29vyWD2OsTcvPz8fx48cRFxeHX375BRkZGejQoQNGjhwJDw8PjBgxgiepZ4wxxhhjLxMe5GHA/fv/r717/UljW8MA/nhFKtd4IaDFaAEtKEZRkWC0adx+6x9ca9pqtEqMqBGoINiKV1DDRRR1CpwP57BStN2nO93tKH1+ycqSJZd3yTDJepxhEpidncXs7CzevHmDRCKB9vZ2TE9PY2ZmBjMzM/wPNxE9eJIk4cOHD2J/5vf7UVtbC4/Hg5mZGfz1118YHR1lgE1ERERE1YohD1UqlUrY3NwUi6TFxUXc3NzA6XSKwGdiYgJKpVLuUomIEIlExP7q3bt3yOVysFgsItR5+fIlNBqN3GUSEREREf0ODHno7+XzeSwtLWFubg5zc3Pw+/2oq6vD4OAgpqen4fV6MTk5Ca1WK3epRPQH2N3dxeLiIpaWlvD69Wvs7e2hubkZHo8H09PTePXqFex2u9xlEhERERHJgSEP/TMHBwd4+/Yt5ufnsbCwgGg0ioaGBoyNjWFychJTU1Pwer1QqVRyl0pEj1ypVEIoFML8/LzY55ycnEClUomA+cWLFxgbG0N9fb3c5RIRERERyY0hD/2cw8NDvH//HgsLC5ifn0c4HEZ9fT1cLhempqYwOTkJr9cLnU4nd6lE9MAVCgUEAgER6CwsLOD09BQajQYTExNinzIyMsJQh4iIiIjoPoY89O9KJpPw+XziFC+/349SqYSenh54vV64XC64XC6MjY2hsbFR7nKJSEaZTAarq6tYXFzE2toalpaWkEqloFKpMD4+Lk4JdbvdaGhokLtcIiIiIqKHjiEP/Vqnp6dYXl6Gz+fD8vIyVldXkcvloFarMTIyAo/Hg/HxcbjdbrS3t8tdLhH9IpIkYWNjAysrK/D5fFhZWUEsFkNNTQ36+vrgdrsxPj4Oj8eD/v5+XgGLiIiIiOifY8hDv1ehUEAwGMTy8rJY7G1vb4ujfTweD0ZHRzE8PIzBwUFeFYfoESoWi9jZ2YHf78fa2hpWVlbg9/uRz+eh1+vhdrtFqON2u6HX6+UumYiIiIioGjDkIfml02kR+Ph8PqyuruLs7Aw1NTWwWCwYHh7G0NCQ6FtbW+UumYj+R5IkhEIh+P1+rK+vw+/3Y3NzE7lcDg0NDXA4HCLQGR8fR29vL2pqauQum4iIiIioGjHkoYcpHo9jfX1dLBrX19dxcHAAADCbzRgaGqoIfjo7O2WumKj65fN5bG1tVQQ6W1tbuLm5gVKphNPprPhcDgwMQKFQyF02EREREdGfgiEPPR7pdBqBQABra2uibW9vo1gsQqvVwmKxwG63w+FwiL6np0fusokeHUmSEIlEEAqFEAwGRR8Oh1EoFKBWq+F0OuFyucTnbXR0lIEOEREREZG8GPLQ45bJZLCxsYFgMIhAIIBQKIRAIIDz83MAQEtLi1iEDgwM4Pnz5xgYGOApX0QAbm9vEQ6Hxeem3MdiMRQKBTQ0NMBms8HhcKC/vx92ux1OpxMWi4WnXBERERERPTwMeag6JRIJsWgNBoOipVIpAEBbWxusVitsNhusViusVissFgusVitUKpXM1RP9e4rFIuLxOHZ2drCzs4NoNIpwOIxoNIrd3V18+fIF9fX1sFgsIshxOBxwOByw2Wy8dDkRERER0ePBkIf+LEdHRwgGg/j48SMikYhY9O7t7aFQKAAATCaTCH6+Dn+sViuamppkngHRtx0cHIggp7xdRyIRxGIx3NzcAAD0er3Ypm02G3p7e2G329HX14fGxkaZZ0BERERERD+JIQ8R8N/vINnf38fu7q5o5e8i+ToA0uv16OnpgdFohMlkQk9PT0XjpaDpV0mlUhXb5+7uLo6OjnB8fIxwOIxcLgcAUCgUePbsmfhOqruNiIiIiIiqFkMeov/n+voa0WgUsVgMnz9/xt7eXkU7OzsT99XpdOjq6oLZbEZ3dzfMZjNMJhM6OzthMBjQ0dGB5uZmGWdDD02hUEAikcDx8TGOj49xdHSEeDyOeDyOT58+IR6P4/DwUASNCoUCZrMZXV1dFa27uxs2mw0Gg0HmGRERERERkUwY8hD9rKurq2+GP+VFeiKREAt0AFCpVCL06ezsRHt7e8Vtg8EAk8kEjUYj46zoZ0mShGQyKY62OTo6wsnJScXt4+NjJJPJiu1Do9Hg6dOnIiS8G+YYjUYZZ0VERERERA8YQx6i3yGVSt1b3N/t9/f3IUlSxeP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2689e23926874382b10b95e0f1cd90ebData2021-01-18T23:25:55.562774+00:002021-01-18T23:25:55.564437+00:00otto21b83703d98e38a7be2e50e38326d0ceP12689e23926874382b10b95e0f1cd90eb0.17.0
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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/sdata_vault_simple_graph-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/sdata_vault_simple_graph-checkpoint.ipynb new file mode 100644 index 0000000..166d4fc --- /dev/null +++ b/ipynb/.ipynb_checkpoints/sdata_vault_simple_graph-checkpoint.ipynb @@ -0,0 +1,968 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:32:49 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultsimpegraph\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:32:49 INFO:create/open vault /tmp/sdatavaultsimpegraph\n" + ] + }, + { + "data": { + "text/html": [ + "
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!sdata_version!sdata_name!sdata_uuid!sdata_class!sdata_parent!sdata_project!sdata_ctime!sdata_mtime
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"\n", + " !sdata_ctime \\\n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:32:49.875372+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:32:49.876407+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:32:49.875372+00:00 \n", + "\n", + " !sdata_mtime \n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:32:49.875466+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:32:49.876470+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:32:49.876100+00:00 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_hdf5_index()\n", + "vault.index.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e', '2689e23926874382b10b95e0f1cd90eb'])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = {}\n", + "for dat in [data, data2, datac]:\n", + " d[dat.uuid] = dat.metadata.to_dict()\n", + "d.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'21b83703d98e38a7be2e50e38326d0ce': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00'},\n", + " 'df26fe1945b93a149ee710e8fa887b2e': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00'},\n", + " '2689e23926874382b10b95e0f1cd90eb': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00'}}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.df.to_dict(orient=\"index\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00'}\n", + "df26fe1945b93a149ee710e8fa887b2e {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00'}\n", + "2689e23926874382b10b95e0f1cd90eb {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00'}\n" + ] + } + ], + "source": [ + "for identifier, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + " print(identifier, datadict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "db_name = \"sdatavaultsimpegraph.sqlite\"" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.contrib.simple_graph import database as db\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce\n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e\n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " identifier = uuidhex\n", + " print(uuidhex, identifier)\n", + " db.atomic(db_name, db.add_node(datadict, identifier))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#db.atomic(db_name, db.find_node(51226596861945717314284025759969153259))\n", + "identifier = '2689e23926874382b10b95e0f1cd90eb'\n", + "db.atomic(db_name, db.find_node(identifier))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'}" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuidhex = '21b83703d98e38a7be2e50e38326d0ce'\n", + "# db.atomic(db_name, db.find_node(db.uuidstr2uuidint(uuidhex)))\n", + "db.atomic(db_name, db.find_node(uuidhex))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'karl'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'otto'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': ''}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " uuidparent = datadict.get('!sdata_parent')\n", + " if uuidparent:\n", + " print(uuidhex, uuidparent)\n", + " identifier = '\"{}\"'.format(uuidhex)\n", + " parent_identifier = '\"{}\"'.format(uuidparent)\n", + "# parent_identifier = db.uuidstr2uuidint(parent)\n", + "# print(parent_identifier, identifier)\n", + "# db.atomic(db_name, db.connect_nodes(parent_identifier, identifier, {}))\n", + " db.atomic(db_name, db.connect_nodes(uuidparent, uuidhex, {'action': 'founded'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 1, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'21b83703d98e38a7be2e50e38326d0ce'" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "json.loads('\"21b83703d98e38a7be2e50e38326d0ce\"')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce', '2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!sdata_version {!sdata_version}\n", + "!sdata_name {!sdata_name}\n", + "!sdata_uuid {!sdata_uuid}\n", + "!sdata_class {!sdata_class}\n", + "!sdata_parent {!sdata_parent}\n", + "!sdata_project {!sdata_project}\n", + "!sdata_ctime {!sdata_ctime}\n", + "!sdata_mtime {!sdata_mtime}\n" + ] + }, + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T08:52:45.762295+00:00',\n", + " '!sdata_mtime': '2021-01-18T08:52:45.763161+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tmpl = '!sdata_version {!sdata_version}\\n!sdata_name {!sdata_name}\\n!sdata_uuid {!sdata_uuid}\\n!sdata_class {!sdata_class}\\n!sdata_parent {!sdata_parent}\\n!sdata_project {!sdata_project}\\n!sdata_ctime {!sdata_ctime}\\n!sdata_mtime {!sdata_mtime}'\n", + "print(tmpl)\n", + "tmpl\n", + "data = {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T08:52:45.762295+00:00', '!sdata_mtime': '2021-01-18T08:52:45.763161+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00', 'id': '21b83703d98e38a7be2e50e38326d0ce'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00', 'id': 'df26fe1945b93a149ee710e8fa887b2e'}\n", + "!!outbound {'action': 'founded'}\n", + "sdatavaultsimpegraph.sqlite.dot\n" + ] + }, + { + "data": { + "text/plain": [ + "256" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/simple_graph-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/simple_graph-checkpoint.ipynb new file mode 100644 index 0000000..c85ba7b --- /dev/null +++ b/ipynb/.ipynb_checkpoints/simple_graph-checkpoint.ipynb @@ -0,0 +1,440 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:01:37 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database as db" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "db_name = \"index.sqlite\"" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2}',)]\n" + ] + } + ], + "source": [ + "db.atomic(db_name, db.add_node({'name': 'apple Computer Company', 'type':['company', 'start-up'], 'founded': 'April 1, 1976'}, 1))\n", + "db.atomic(db_name, db.add_node({'name': 'Steve Wozniak', 'type':['person','engineer','founder']}, 2))\n", + "db.atomic(db_name, db.add_node({'name': 'Steve Jobs', 'type':['person','designer','founder']}, 3))\n", + "db.atomic(db_name, db.add_node({'name': 'Ronald Wayne', 'type':['person','administrator','founder']}, 4))\n", + "db.atomic(db_name, db.add_node({'name': 'Mike Markkula', 'type':['person','investor']}, 5))\n", + "db.atomic(db_name, db.connect_nodes(2, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(3, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(4, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(5, 1, {'action': 'invested', 'equity': 80000, 'debt': 170000}))\n", + "db.atomic(db_name, db.connect_nodes(1, 4, {'action': 'divested', 'amount': 800, 'date': 'April 12, 1976'}))\n", + "db.atomic(db_name, db.connect_nodes(2, 3))\n", + "db.atomic(db_name, db.upsert_node(2, {'nickname': 'Woz'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'apple Computer Company',\n", + " 'type': ['company', 'start-up'],\n", + " 'founded': 'April 1, 1976',\n", + " 'id': 1}" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_node(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',), ('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[{'name': 'Steve Wozniak',\n", + " 'type': ['person', 'engineer', 'founder'],\n", + " 'id': 2,\n", + " 'nickname': 'Woz'},\n", + " {'name': 'Steve Jobs', 'type': ['person', 'designer', 'founder'], 'id': 3}]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'name': 'Steve'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[4, 1, 5]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 2, 3)\n", + "db.traverse(db_name, 4, 5)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results []\n", + "!!!results []\n" + ] + }, + { + "data": { + "text/plain": [ + "[5]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[5, 1, 4]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('3', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('3', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[5, 1, 4, 3, 2]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), [4, 1, 5])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "db.visualize(db_name, '{}_no_types.dot'.format(db_name), [4, 1, 5], exclude_node_keys=['type'], hide_edge_key=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"dot -Tpng {0}_no_types.dot -o {0}_no_types.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/simple_graph_database-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/simple_graph_database-checkpoint.ipynb new file mode 100644 index 0000000..f8e2ed6 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/simple_graph_database-checkpoint.ipynb @@ -0,0 +1,613 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:13:10 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "import copy\n", + "\n", + "#lets find databe.py\n", + "modulepath = os.path.dirname(os.getcwd())\n", + "sys.path.insert(0, os.path.abspath(os.path.join(modulepath)))\n", + "\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "class Node():\n", + " def __init__(self, name=\"N.N.\"):\n", + " self.name = name\n", + " self.uuid = uuid.uuid4().hex\n", + " self.parent = None\n", + "\n", + " def copy(self, name=None):\n", + " new_node = copy.deepcopy(self)\n", + " new_node.uuid = uuid.uuid4().hex\n", + " new_node.parent = self.uuid\n", + " if name is not None:\n", + " new_node.name = name\n", + " return new_node\n", + "\n", + " @property\n", + " def data(self):\n", + " return {\"name\":self.name,\n", + " \"uuid\":self.uuid,\n", + " \"!parent\":self.parent}\n", + "\n", + " def __str__(self):\n", + " return \"{0.name}:{0.uuid}\".format(self)\n", + "\n", + " __repr__ = __str__" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "n0:838e5da99f5a479c8986d12df2475baa\n", + "n01:4f82d6d4ad5142bba3ebcf9a38febf8e\n", + "[n0:838e5da99f5a479c8986d12df2475baa, n01:4f82d6d4ad5142bba3ebcf9a38febf8e, n02:e8317adc94244cbaa220233b9ee9a960, n011:a0c491c96e9e4d31accd9c2073aa7b11, n012:278af390d9be48719acc95725a35cf73]\n" + ] + } + ], + "source": [ + "nodes = []\n", + "\n", + "n0 = Node(\"n0\")\n", + "n01 = n0.copy(\"n01\")\n", + "n02 = n0.copy(\"n02\")\n", + "n011 = n01.copy(\"n011\")\n", + "n012 = n01.copy(\"n012\")\n", + "print(n0)\n", + "print(n01)\n", + "nodes.extend([n0, n01, n02, n011, n012])\n", + "print(nodes)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## initialize db" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(DB:'/tmp/simple_graph_database.sqlite')\n" + ] + }, + { + "data": { + "text/plain": [ + "'0c41cb4c3a8844798faba2336e5e0370'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "db_file = \"/tmp/simple_graph_database.sqlite\"\n", + "if os.path.exists(db_file):\n", + " os.remove(db_file)\n", + "\n", + "db = Database(db_file=db_file)\n", + "print(db)\n", + "\n", + "db.add_node(data={\"a\":1}, identifier=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## add nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "for node in nodes:\n", + " db.add_node(identifier=node.uuid, data=node.data)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'n012',\n", + " 'uuid': '278af390d9be48719acc95725a35cf73',\n", + " '!parent': '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " 'id': '278af390d9be48719acc95725a35cf73'}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_node(node.uuid)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## add edges" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "838e5da99f5a479c8986d12df2475baa -> 4f82d6d4ad5142bba3ebcf9a38febf8e\n", + "838e5da99f5a479c8986d12df2475baa -> e8317adc94244cbaa220233b9ee9a960\n", + "4f82d6d4ad5142bba3ebcf9a38febf8e -> a0c491c96e9e4d31accd9c2073aa7b11\n", + "4f82d6d4ad5142bba3ebcf9a38febf8e -> 278af390d9be48719acc95725a35cf73\n" + ] + } + ], + "source": [ + "for node in nodes:\n", + " if node.parent is not None and node.uuid is not None:\n", + " print(\"{} -> {}\".format(node.parent, node.uuid))\n", + " db.connect_nodes(node.parent, node.uuid, {'parent': node.parent})\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## get node by uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'name': 'n0', 'uuid': '838e5da99f5a479c8986d12df2475baa', '!parent': None, 'id': '838e5da99f5a479c8986d12df2475baa'}\n" + ] + } + ], + "source": [ + "rn0 = db.find_node(n0.uuid)\n", + "print(rn0)\n", + "assert n0.uuid == rn0.get(\"uuid\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## get all nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'name': 'n0',\n", + " 'uuid': '838e5da99f5a479c8986d12df2475baa',\n", + " '!parent': None,\n", + " 'id': '838e5da99f5a479c8986d12df2475baa'},\n", + " {'name': 'n01',\n", + " 'uuid': '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " '!parent': '838e5da99f5a479c8986d12df2475baa',\n", + " 'id': '4f82d6d4ad5142bba3ebcf9a38febf8e'},\n", + " {'name': 'n02',\n", + " 'uuid': 'e8317adc94244cbaa220233b9ee9a960',\n", + " '!parent': '838e5da99f5a479c8986d12df2475baa',\n", + " 'id': 'e8317adc94244cbaa220233b9ee9a960'},\n", + " {'name': 'n011',\n", + " 'uuid': 'a0c491c96e9e4d31accd9c2073aa7b11',\n", + " '!parent': '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " 'id': 'a0c491c96e9e4d31accd9c2073aa7b11'},\n", + " {'name': 'n012',\n", + " 'uuid': '278af390d9be48719acc95725a35cf73',\n", + " '!parent': '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " 'id': '278af390d9be48719acc95725a35cf73'}]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_nodes({'name': ''})" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_nodes({'id': '97'})" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'name': 'n011', 'uuid': 'a0c491c96e9e4d31accd9c2073aa7b11', '!parent': '4f82d6d4ad5142bba3ebcf9a38febf8e', 'id': 'a0c491c96e9e4d31accd9c2073aa7b11'}\n" + ] + } + ], + "source": [ + "rn011 = db.find_node(n011.uuid)\n", + "print(rn011)\n", + "assert n011.uuid == rn011.get(\"uuid\")\n", + "assert n011.parent == rn011.get(\"!parent\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['838e5da99f5a479c8986d12df2475baa', '4f82d6d4ad5142bba3ebcf9a38febf8e', 'e8317adc94244cbaa220233b9ee9a960', 'a0c491c96e9e4d31accd9c2073aa7b11', '278af390d9be48719acc95725a35cf73']\n", + "! digraph {\n", + "\"838e5da99f5a479c8986d12df2475baa\" [label=\"name n0\\nuuid 838e5da99f5a479c8986d12df2475baa\\nparent None\"];\n", + "\"838e5da99f5a479c8986d12df2475baa\" -> \"4f82d6d4ad5142bba3ebcf9a38febf8e\" [label=\"\"];\n", + "\"838e5da99f5a479c8986d12df2475baa\" -> \"e8317adc94244cbaa220233b9ee9a960\" [label=\"\"];\n", + "\"4f82d6d4ad5142bba3ebcf9a38febf8e\" [label=\"name n01\\nuuid 4f82d6d4ad5142bba3ebcf9a38febf8e\\nparent 838e5da99f5a479c8986d12df2475baa\"];\n", + "\"4f82d6d4ad5142bba3ebcf9a38febf8e\" -> \"a0c491c96e9e4d31accd9c2073aa7b11\" [label=\"\"];\n", + "\"4f82d6d4ad5142bba3ebcf9a38febf8e\" -> \"278af390d9be48719acc95725a35cf73\" [label=\"\"];\n", + "\"e8317adc94244cbaa220233b9ee9a960\" [label=\"name n02\\nuuid e8317adc94244cbaa220233b9ee9a960\\nparent 838e5da99f5a479c8986d12df2475baa\"];\n", + "\"a0c491c96e9e4d31accd9c2073aa7b11\" [label=\"name n011\\nuuid a0c491c96e9e4d31accd9c2073aa7b11\\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e\"];\n", + "\"278af390d9be48719acc95725a35cf73\" [label=\"name n012\\nuuid 278af390d9be48719acc95725a35cf73\\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e\"];\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "ids = [n.uuid for n in nodes]\n", + "print(ids)\n", + "\n", + "dotstr = db.get_dot(path=ids)\n", + "print(\"!\", dotstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw(dotstr)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'simple_graph.dot'" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(path=ids)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph {\r\n", + "\"838e5da99f5a479c8986d12df2475baa\" [label=\"name n0\\nuuid 838e5da99f5a479c8986d12df2475baa\\nparent None\"];\r\n", + "\"4f82d6d4ad5142bba3ebcf9a38febf8e\" [label=\"name n01\\nuuid 4f82d6d4ad5142bba3ebcf9a38febf8e\\nparent 838e5da99f5a479c8986d12df2475baa\"];\r\n", + "\"e8317adc94244cbaa220233b9ee9a960\" [label=\"name n02\\nuuid e8317adc94244cbaa220233b9ee9a960\\nparent 838e5da99f5a479c8986d12df2475baa\"];\r\n", + "\"a0c491c96e9e4d31accd9c2073aa7b11\" [label=\"name n011\\nuuid a0c491c96e9e4d31accd9c2073aa7b11\\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e\"];\r\n", + "\"278af390d9be48719acc95725a35cf73\" [label=\"name n012\\nuuid 278af390d9be48719acc95725a35cf73\\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e\"];\r\n", + "\"838e5da99f5a479c8986d12df2475baa\" -> \"4f82d6d4ad5142bba3ebcf9a38febf8e\" [label=\"parent 838e5da99f5a479c8986d12df2475baa\"];\r\n", + "}\r\n" + ] + } + ], + "source": [ + "cat simple_graph.dot\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " 'a0c491c96e9e4d31accd9c2073aa7b11',\n", + " '{\"parent\":\"4f82d6d4ad5142bba3ebcf9a38febf8e\"}'),\n", + " ('4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " '278af390d9be48719acc95725a35cf73',\n", + " '{\"parent\":\"4f82d6d4ad5142bba3ebcf9a38febf8e\"}'),\n", + " ('838e5da99f5a479c8986d12df2475baa',\n", + " '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " '{\"parent\":\"838e5da99f5a479c8986d12df2475baa\"}')]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_neighbors(n01.uuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('838e5da99f5a479c8986d12df2475baa',\n", + " 'e8317adc94244cbaa220233b9ee9a960',\n", + " '{\"parent\":\"838e5da99f5a479c8986d12df2475baa\"}')]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_neighbors(n02.uuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "db.remove_node(n011.uuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dotstr = db.get_dot(path=ids)\n", + "draw(dotstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dotstr = db.get_dot(path=db.get_all_node_ids())\n", + "draw(dotstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('838e5da99f5a479c8986d12df2475baa',\n", + " '4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " '{\"parent\":\"838e5da99f5a479c8986d12df2475baa\"}'),\n", + " ('838e5da99f5a479c8986d12df2475baa',\n", + " 'e8317adc94244cbaa220233b9ee9a960',\n", + " '{\"parent\":\"838e5da99f5a479c8986d12df2475baa\"}'),\n", + " ('4f82d6d4ad5142bba3ebcf9a38febf8e',\n", + " '278af390d9be48719acc95725a35cf73',\n", + " '{\"parent\":\"4f82d6d4ad5142bba3ebcf9a38febf8e\"}')]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.get_all_edges()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/simple_graph_database_example-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/simple_graph_database_example-checkpoint.ipynb new file mode 100644 index 0000000..f962cf7 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/simple_graph_database_example-checkpoint.ipynb @@ -0,0 +1,552 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:13:26 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import uuid\n", + "import time\n", + "import copy\n", + "\n", + "#lets find databe.py\n", + "modulepath = os.path.dirname(os.getcwd())\n", + "sys.path.insert(0, os.path.abspath(os.path.join(modulepath)))\n", + "\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## initialize db" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(DB:'/tmp/simple_graph_db_example.sqlite')\n" + ] + } + ], + "source": [ + "\n", + "db_file = \"/tmp/simple_graph_db_example.sqlite\"\n", + "if os.path.exists(db_file):\n", + " os.remove(db_file)\n", + "\n", + "db = Database(db_file=db_file)\n", + "print(db)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## add nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'answer': 41, 'id': '3b883289746f496f808d1442e7d954dd'}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = db.add_node(identifier='3b883289746f496f808d1442e7d954dd', data={\"answer\":41})\n", + "db.find_node(uid)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:13:26 ERROR:UNIQUE constraint failed: nodes.id\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SimpleGraphException nodes.id '3b883289746f496f808d1442e7d954dd' already in use. Try db.upsert_node()!\n" + ] + } + ], + "source": [ + "try:\n", + " uid = db.add_node(identifier='3b883289746f496f808d1442e7d954dd', data={\"answer\":42})\n", + "except Exception as exp:\n", + " print(exp.__class__.__name__, exp)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'answer': 41, 'id': '3b883289746f496f808d1442e7d954dd'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_node(uid)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'answer': 42, 'id': '3b883289746f496f808d1442e7d954dd', 'doit': 'yes'}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = db.upsert_node(identifier='3b883289746f496f808d1442e7d954dd', data={\"answer\":42, \"doit\":\"yes\"})\n", + "db.find_node(uid)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## get node by uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'a': 1, 'id': 'e59e12cca729483f969ad1feb1b1d17e'}\n" + ] + } + ], + "source": [ + "uid1 = \"e59e12cca729483f969ad1feb1b1d17e\"\n", + "db.add_node(data={\"a\":1}, identifier=uid1)\n", + "ruid = db.find_node(uid1)\n", + "print(ruid)\n", + "assert ruid.get(\"id\") == uid1" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'b': '2', 'id': 'afeeb876a7524c9f8f86af73e95f3785'}\n" + ] + } + ], + "source": [ + "uid2 = \"afeeb876a7524c9f8f86af73e95f3785\"\n", + "db.add_node(data={\"b\": \"2\"}, identifier=uid2)\n", + "ruid2 = db.find_node(uid2)\n", + "print(ruid2)\n", + "assert ruid2.get(\"b\") == \"2\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## add edges" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "db.connect_nodes(uid1, uid2, {'con': 1})\n", + "db.connect_nodes(uid2, uid, {'con': 2})\n", + "db.connect_nodes(uid, uid2, {'con': 3})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## get all nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'a': 1, 'id': 'e59e12cca729483f969ad1feb1b1d17e'}]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_nodes({'a': ''})" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'b': '2', 'id': 'afeeb876a7524c9f8f86af73e95f3785'}]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_nodes({'id': 'af'})" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "! digraph {\n", + "\"3b883289746f496f808d1442e7d954dd\" [label=\"answer 42\\ndoit yes\"];\n", + "\"3b883289746f496f808d1442e7d954dd\" -> \"afeeb876a7524c9f8f86af73e95f3785\" [label=\"\"];\n", + "\"e59e12cca729483f969ad1feb1b1d17e\" [label=\"a 1\"];\n", + "\"e59e12cca729483f969ad1feb1b1d17e\" -> \"afeeb876a7524c9f8f86af73e95f3785\" [label=\"\"];\n", + "\"afeeb876a7524c9f8f86af73e95f3785\" [label=\"b 2\"];\n", + "\"afeeb876a7524c9f8f86af73e95f3785\" -> \"3b883289746f496f808d1442e7d954dd\" [label=\"\"];\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dotstr = db.get_dot(path=db.get_all_node_ids())\n", + "print(\"!\", dotstr)\n", + "draw(dotstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('3b883289746f496f808d1442e7d954dd',\n", + " 'afeeb876a7524c9f8f86af73e95f3785',\n", + " '{\"con\":3}'),\n", + " ('afeeb876a7524c9f8f86af73e95f3785',\n", + " '3b883289746f496f808d1442e7d954dd',\n", + " '{\"con\":2}')]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_neighbors(uid)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('e59e12cca729483f969ad1feb1b1d17e',\n", + " 'afeeb876a7524c9f8f86af73e95f3785',\n", + " '{\"con\":1}')]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.find_neighbors(uid1)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('e59e12cca729483f969ad1feb1b1d17e',\n", + " 'afeeb876a7524c9f8f86af73e95f3785',\n", + " '{\"con\":1}'),\n", + " ('afeeb876a7524c9f8f86af73e95f3785',\n", + " '3b883289746f496f808d1442e7d954dd',\n", + " '{\"con\":2}'),\n", + " ('3b883289746f496f808d1442e7d954dd',\n", + " 'afeeb876a7524c9f8f86af73e95f3785',\n", + " '{\"con\":3}')]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.get_all_edges()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## remove node" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "db.remove_node(uid)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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"import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultgraphclass\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath, ignore_errors=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:56:43 INFO:create/open vault /tmp/sdatavaultgraphclass\n" + ] + }, + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " !sdata_version !sdata_name \\\n", + "21b83703d98e38a7be2e50e38326d0ce 0.17.0 otto \n", + "df26fe1945b93a149ee710e8fa887b2e 0.17.0 karl \n", + "2689e23926874382b10b95e0f1cd90eb 0.17.0 otto \n", + "\n", + " !sdata_uuid \\\n", + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce \n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb \n", + "\n", + " !sdata_class \\\n", + "21b83703d98e38a7be2e50e38326d0ce Data \n", + "df26fe1945b93a149ee710e8fa887b2e Data \n", + "2689e23926874382b10b95e0f1cd90eb Data \n", + "\n", + " !sdata_parent \\\n", + "21b83703d98e38a7be2e50e38326d0ce \n", + "df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce \n", + "\n", + " !sdata_project \\\n", + "21b83703d98e38a7be2e50e38326d0ce P1 \n", + "df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb P1 \n", + "\n", + " !sdata_ctime \\\n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:56:43.790753+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:56:43.792112+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:56:43.790753+00:00 \n", + "\n", + " !sdata_mtime \n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:56:43.790871+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:56:43.792180+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:56:43.791758+00:00 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_hdf5_index()\n", + "vault.index.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e', '2689e23926874382b10b95e0f1cd90eb'])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = {}\n", + "for dat in [data, data2, datac]:\n", + " d[dat.uuid] = dat.metadata.to_dict()\n", + "d.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'21b83703d98e38a7be2e50e38326d0ce': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00'},\n", + " 'df26fe1945b93a149ee710e8fa887b2e': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00'},\n", + " '2689e23926874382b10b95e0f1cd90eb': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00'}}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.df.to_dict(orient=\"index\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00'}\n", + "df26fe1945b93a149ee710e8fa887b2e {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00', '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00'}\n", + "2689e23926874382b10b95e0f1cd90eb {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00'}\n" + ] + } + ], + "source": [ + "for identifier, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + " print(identifier, datadict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/sdatavaultgraphclass'" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vaultrootpath" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/sdatavaultgraphclass/sdatavaultsimpegraph.sqlite'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db_file = os.path.join(vaultrootpath, \"sdatavaultsimpegraph.sqlite\")\n", + "db_file" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "if os.path.exists(db_name):\n", + " os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.contrib.simple_graph import database as db\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# # identifier = db.uuidstr2uuidint(uuidhex)\n", + "# identifier = uuidhex\n", + "# print(uuidhex, identifier)\n", + "# db.atomic(db_name, db.add_node(datadict, identifier))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce\n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e\n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " identifier = uuidhex\n", + " print(uuidhex, identifier)\n", + " db.atomic(db_name, db.upsert_node(identifier, datadict))\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#db.atomic(db_name, db.find_node(51226596861945717314284025759969153259))\n", + "identifier = '2689e23926874382b10b95e0f1cd90eb'\n", + "db.atomic(db_name, db.find_node(identifier))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'}" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuidhex = '21b83703d98e38a7be2e50e38326d0ce'\n", + "# db.atomic(db_name, db.find_node(db.uuidstr2uuidint(uuidhex)))\n", + "db.atomic(db_name, db.find_node(uuidhex))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'karl'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'otto'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': ''}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_project': 'P1'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " uuidparent = datadict.get('!sdata_parent')\n", + " if uuidparent:\n", + " print(uuidhex, uuidparent)\n", + " identifier = '\"{}\"'.format(uuidhex)\n", + " parent_identifier = '\"{}\"'.format(uuidparent)\n", + "# parent_identifier = db.uuidstr2uuidint(parent)\n", + "# print(parent_identifier, identifier)\n", + "# db.atomic(db_name, db.connect_nodes(parent_identifier, identifier, {}))\n", + " db.atomic(db_name, db.connect_nodes(uuidparent, uuidhex, {'action': 'founded'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 1, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'21b83703d98e38a7be2e50e38326d0ce'" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "json.loads('\"21b83703d98e38a7be2e50e38326d0ce\"')" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce', '2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00', 'id': '21b83703d98e38a7be2e50e38326d0ce'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00', '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00', 'id': 'df26fe1945b93a149ee710e8fa887b2e'}\n", + "!!outbound {'action': 'founded'}\n", + "/tmp/sdatavaultgraphclass/sdatavaultsimpegraph.sqlite.dot\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\t1 -- 2;\n", + "\t1 -- 3;\n", + "\t2 -- 3;\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "import pygraphviz as pgv\n", + "\n", + "A = pgv.AGraph()\n", + "\n", + "A.add_edge(1, 2)\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "\n", + "print(A.string()) # print to screen\n", + "A.write(\"simple.dot\") # write to simple.dot\n", + "\n", + "B = pgv.AGraph(\"simple.dot\") # create a new graph from file\n", + "B.layout() # layout with default (neato)\n", + "B.draw(\"simple.png\") # draw png" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![](\"simple.png\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# halle\n", + "![simple.png](simple.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAFMAAAD7CAYAAAAW/aiDAAAABmJLR0QA/wD/AP+gvaeTAAAPYUlEQVR4nO2da1BU9RvHv8su7K7cZBVdCbykCIFKamqYoo2XygujpmXiXceRmsqxjBc6Y/mii+VoNjk11TQj42BQaTXmWI4i3lAGNQGdSSldArkImivoLuw+/xeNTsXeZJ/ds6f/85nhBfwO53z3C3uWw/n99qMhIoLAQVGY0gn+S0iZjEiZjOiUDvB3HA4HGhoa0NDQgJs3b8LhcMBqtaKjowPdunWDXq+H0WhE9+7d0adPH5hMJqUj/wNFyrxz5w7Kyspw/vx5VFZWoqqqCtXV1WhsbITD4fB5PwaDAYmJiUhJScGQIUOQnp6OESNGIC0tDRqNJoCPwDWaYLyaO51OnDp1Cj/++COKi4tRVlYGm80Gk8l0v4SUlBT06dMHCQkJ6N27N0wmE8LCwhAdHQ2dToe2tjbYbDbcvXsXLS0tqKurw7Vr11BTU4MLFy6gqqoKFy9ehN1uR3x8PMaPH48nn3wS2dnZ6Nu3b6AfIgAUgQLIsWPHKDc3lxISEggADRw4kFasWEE7d+6kq1evsh+vvb2dysrKaMuWLZSdnU2xsbGk0Wjoscceo3feeYdqa2vZj/k3CtnLtFqt9PHHH9PQoUMJAA0bNozeeustOn/+PPehvGKz2Wj//v20atUq6tmzJ+l0Opo9ezb99NNPgTgcX5lWq5W2bdtGZrOZDAYDzZs3j37++Weu3fuNzWajwsJCmjx5Mmk0Gho2bBgVFhaS0+nkOoT/ZTocDtqxYwf16NGDYmJiaMOGDdTc3MwRLmCUl5dTdnY2aTQaGj16NJ0+fZpjt/6VWV5eTqNGjaLw8HB6/fXXQ77Ef3PmzBmaOHEihYWF0erVq+nGjRv+7K5rZTqdTnrvvfcoPDycsrKyqLKy0p8QiuJ0Oik/P5/MZjP169ePjh8/3tVdPXiZLS0tNHXqVAoPD6fNmzdznnMUpampiaZPn046nY42b97clV08WJkWi4XS09MpKSmJ6zwTUjidTtqyZQtptVrKzc2ljo6OB/l238u8dOkSJSYm0tChQ+mPP/548KQqYs+ePWQ0Gmnu3LnU3t7u67f5VmZdXR09/PDDNHr0aH9P0qqhpKSEunXrRsuXL/f1VOa9zNbWVsrIyKDU1FRqamryP6WK2LdvH4WHh9PGjRt92dx7matXr6a4uDi6cuWK3+HUyCeffEJhYWF0+PBhb5t6LvP7778njUZDX3/9NVs4NTJ37lxKTEz0dopzX6bNZqOBAwdSTk4OfzqV0dLSQvHx8bRu3TpPm7kvc+vWrWQ0GslisfCnUyHbt28ng8Hg6XTnukyHw0F9+/altWvXBi6dyrDZbNS3b19Pv52uyzxw4AABoIsXLwYunQrZuHEj9e7dm+x2u6vhQpc31Hbv3o3MzEykpqYG4z/UqmHZsmVobGzE4cOHXY67LPPo0aOYMmVKQIN5w2KxYN68eYiPj0dkZCSeeOIJnD17VtFM/fr1w6BBg3Ds2DGX453KvH79Oqqrq5GZmRnwcJ549tlncfPmTVRUVODcuXOwWCx48cUXFc0EAGPHjsXJkyddjnUq8+rVqyAipKSkBDyYJ5xOJ2bPng2z2Yzk5GRMmjQJ1dXVimYCgMGDB+PKlSsuxzrd6r1+/ToAoEePHgEN5Y3y8nIAwKlTp/DRRx/hm2++gcFgUDQT8Fcvzc3NLsc6lXnnzh0AgNFoDGwqL9TW1mLlypW4du0a1q1bB51Oh7179yqaCQCioqLQ2trqcqzT0zwuLg4AcOPGjcCm8sDt27cxfvx4xMbGory8HDk5OSHxWwkAzc3NbmeSdCrz3tO7qakpsKk8cPToUfz+++9Yvnw5tFrt/a9TCMx+bGpqcnsK7FRmcnIyDAaDon+GJCQkAAB27dqFP//8E0VFRTh+/Dja2tpw4cIFFBcXK5btzJkzGDp0qMuxTmXq9XoMHz4cJ06cCHgwd2RkZOCNN97A3r17MW7cOOh0OuTl5UGv1+Pzzz9HVlaWIrmICKWlpe7/bHR1XbRhwwZKTEx80Hsg/3mKi4sJAFVUVLgadn1tXl1dTRqNhvbv3x/YdCpj0aJFNGrUKHfD7v8FN2HCBJo6dWpgUqmQmpoaMhqN9Omnn7rbxH2ZR44cIQB04MCBwKRTGUuXLqX+/fvT3bt33W3i+bbFzJkzKT09ne7cucOfTkWcPHmStFot7dq1y9Nmnsu0WCwUFxdHL7/8Mm86FWG1Wik5OZmeeuopb7d8vd+dLCgoII1GQ7t37+ZLqBIcDgfNmTOHzGYz1dfXe9vct0kIa9asIb1eTwcPHvQ/oYrIzc0lg8FAJSUlvmzuW5kOh4NycnIoOjqaDh065F9CFeB0Oum1114jrVZLe/bs8fXbfJ9rZLfbaf78+aTX66mgoKBrKVWAzWajBQsWUEREhLcXnH/zYLPgHA4HrV27ljQaDeXl5bm7saRarly5QmPHjqWYmJiuTCHv2mTXL774giIjI+nxxx+ny5cvd2UXIUdRURHFxcVRenp6Vyfvdn0a9oULFygjI4OMRiNt2rTJ0x+zIc1vv/1GM2bMIAC0atUqamtr6+qu/JvTbrfbafPmzRQVFUWDBg2i/Px81fxzpLGxkfLy8shoNFJaWpovE7O8wbN0paamhpYsWUI6nY5SUlLoyy+/DNmrJovFQuvWraOoqCjq1asXbd26levcz7uo6tKlS7R06VKKiIggk8lEa9asCYnFA3a7nX744QeaOXMmabVaMpvN9MEHH1BrayvnYfhXqBER1dfX09tvv00DBgwgAJSamkrr16+nsrKyoJ0Gbt26Rd999x0tWbKETCYTaTQamjRpEhUWFpLNZgvEIQsDuhDV6XTi+PHj+Pbbb7Fnzx5cvXoVsbGxGDduHMaNG4cRI0ZgyJAh929TdJWOjg5cunQJlZWVKC0txdGjR3H27Fk4nU5kZmZizpw5mDNnDvr378/zwFxTFJRVvfeorKzEkSNHUFJSgmPHjqGurg4AYDKZMHjwYJjNZiQlJaFXr16IjY2FXq+/v8783rpzq9WKW7duoaamBg0NDbBYLPj1119ht9uh0+nwyCOPYMKECcjKykJWVhZ69+4drIcX3DL/TXNzMyoqKlBVVYXLly+jvr4etbW1aGhowK1bt2Cz2XD79m20t7cjKioK4eHhiI6ORkxMDB566CGYzWYkJiYiNTUV6enpSEtLg16vV+rhKFumLxQWFuL5558Pidu8XpB3j+FEymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymREymQkpLRfdXV1mDFjBtrb2+9/zWq1IiIiotPb3wwfPhw7d+4MdkSPhFSZCQkJsNvtqKqq6jRWWVn5j8/nz58frFg+E3JP88WLF0On8/wz1mg0WLBgQZAS+U7IlfnCCy94lNJpNBqMHDkSAwYMCGIq3wi5MpOSkjBmzBiEhbmOptVqsXjx4iCn8o2QKxMAFi1a5FZ16HQ68dxzzwU5kW+EZJnuytJqtZg4cWIwF0o9ECFZZs+ePTFp0qR/vN3jPRYtWqRAIt8IyTIBYOHChZ0WUoWFhWHWrFkKJfJOyJY5a9YshIeH3/9cp9Nh+vTp6N69u4KpPBOyZUZHR2PmzJn3C3U4HFi4cKHCqTwTsmUCQE5ODjo6OgD89YbS06ZNUziRZ0K6zGeeeQaRkZEA/noTfKXfodsbIXVt7spvPnr0aBw6dAjJyck4ePBgSPvNFVki/R/1mwdnvbk/fvPIyEhs2bIFr776qvjNOfzmvrofxW8eQMRvHiDEbx4gxG8eAMRvzoz4zQOA+M2ZEb95ABC/OTPiN2dG/ObMiN+cGfGbM6Jqv/mpU6do5cqV1L9//6Af2x2q9Js7HA5KSEggjUZDPXr0CPrx3aFqv/n06dNDqkwiFfvNe/Xqpdix3aFav/m9WXDnzp3DhAkTYDQa8eijj7p1iwcD1frNAaC1tRUHDhzAV199hdLSUnR0dODpp59GbW2tYplU6TcHgMjISOTl5cFsNiMjIwO7du1CW1sb3n//fcUyefKbu/zNBJT3m7siIyMDSUlJ+OWXXxTL4Mlv3qnMUPGbuyM+Ph43b95U7Piq85t7oq6uDoMGDVLs+Krzm7ujtLQU165dU3TCq+r85sBfa4JaWlqwfv161NfXo6KiAsuWLcOKFSuQnZ2tWC5PfnOXV0CZmZmUm5sb0KsJbzidTvrss88oLS2NIiIiKDU1lXbs2KHoPSen00kmk4k+/PBDV8OuLyfFb+4a8ZszIn5zJsRvzoj4zZkQvzkT4jdnQvzmjIjfnAHxmzMhfnMmxG/OhPjNGRC/OQPiN2dA/OZ+In5zPxG/eRcRv7n4zXkRv3mQEb/5/ylSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiNSJiMhpf0Svzkj4jdnRvzmjIjfnBHxmzMjfnNGxG/OiPjNmRG/OSPiN2dE/ObMiN+cEfGb+4H4zbuA+M39QPzmDIjf3E/Eb86A+M3Fby5+cy7Eb86M+M0DgPjNmRG/eQAQvzkz4jdnRvzmzIjfnBnxmzOiar95KKJKv3moomq/eSiiWr95KKJavzkA7N+/H2PGjIHRaMSAAQOwfft2RfN485t3epo3NTWFhCaxoKCA+vTpQyUlJdTW1kYvvfQSAVBcn7NkyRKaPHmyq6HOT/NQ8JvbbDa88sorePPNNzF+/HgYjUasXr0aJpPJrcE5WHjym3e6bx4KfvPTp0+jqakJI0eOvP+1IUOGuPWKBxPV+c0bGxsBhKbJWnV+83szNfLz8xXL4A7V+c1HjRqFyMhIFBQUYOPGjWhoaIDVasW+ffuwadMmxXIBnv3mnV7N7969SwaDgfLz8wP+yuiJd999lwD84yMmJoaqqqoUzTVt2jSaP3++q6HOr+Z6vR7Dhw/HiRMnAvkD9kpeXh62bduGpKQkREVFYcqUKSguLkZaWppimYgIpaWlyMzMdLtBJ8Rv7hrxmzMifnMmxG/OiPjNmRC/ORPiN2dC/OaMiN+cAfGbMyF+cybEb86E+M0ZEL85A+I3Z0D85n4ifnM/Eb95FxG/ufjNefHFb97a2gq73S5+8/8zxG/OiZTJiJTJiA5AkdIh/iOU/g+AKMvDJtVRygAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))\n", + "\n", + "g1 = \"\"\"digraph top {\n", + " a -> b -> c;\n", + "}\"\"\"\n", + "draw(g1)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g2=\"\"\"digraph {\n", + " A [label=\"King Arthur\"]\n", + " B [label=\"Sir Bedevere the Wise\"]\n", + " L [label=\"Sir Lancelot the Brave\"]\n", + " A -> B\n", + " A -> L\n", + " B -> L [constraint=false]\n", + "}\"\"\"\n", + "draw(g2)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path = ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e']\n", + "[db.atomic(db_file, db.find_node(i)) for i in path]" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n", + "21b83703d98e38a7be2e50e38326d0ce df26fe1945b93a149ee710e8fa887b2e\n" + ] + } + ], + "source": [ + "for src, tgt in db.pairwise(path):\n", + " print(src, tgt)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAsAAAALCAYAAACprHcmAAAABmJLR0QA/wD/AP+gvaeTAAAAJ0lEQVQYlWP8////fwbiwGomIhUyMDAwMIwqpo9iFgYGhtVEqj0BAAvPBjJ63HJVAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = db.get_dot(db_name, path=['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "draw(g)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "draw(g2)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/.ipynb_checkpoints/suuid-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/suuid-checkpoint.ipynb new file mode 100644 index 0000000..d7f60e5 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/suuid-checkpoint.ipynb @@ -0,0 +1,949 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:38:12 INFO:use sresult==0.6.2\n", + "05:38:12 WARNING:fsspec not installed\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "sys.path.insert(0, os.path.expanduser(\"~/projects/sresult/\"))\n", + "import sresult\n", + "from sresult import Project, Test, CLI\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "logging.info(f\"use sresult=={sresult.__version__}\")\n", + "import sdata\n", + "from sdata import SUUID\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((Data__otto_oe_1ue__b74b8880f8b44aa484d7e0bbd92ce37f),\n", + " ['Yjc0Yjg4ODBmOGI0NGFhNDg0ZDdlMGJiZDkyY2UzN2ZEYXRhX19vdHRvX29lXzF1ZQ==',\n", + " 'Data',\n", + " 'otto_oe_1ue',\n", + " 'b74b8880f8b44aa484d7e0bbd92ce37f'])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data\", \"Otto__ö__1Ü\")\n", + "suuid, suuid.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((MyClass__otto_oe_1__598cdfa6572759798c5507a04cab3117),\n", + " ['NTk4Y2RmYTY1NzI3NTk3OThjNTUwN2EwNGNhYjMxMTdNeUNsYXNzX19vdHRvX29lXzE=',\n", + " 'MyClass',\n", + " 'otto_oe_1',\n", + " '598cdfa6572759798c5507a04cab3117'])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID.from_name(class_name=\"MyClass\", name=\"Otto__ö__1\", ns_name=\"!!\")\n", + "suuid, suuid.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('otto_oe_1', '598cdfa6572759798c5507a04cab3117')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.name, suuid.huuid" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyClass__otto_oe_1__598cdfa6572759798c5507a04cab3117)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s = sdata.SUUID.from_suuid_str(suuid.suuid_str)\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('MyClass', 'otto_oe_1', '598cdfa6572759798c5507a04cab3117')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.class_name, s.name, s.huuid" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'class_name': 'MyClass',\n", + " 'name': 'myname',\n", + " 'huuid': '3733ec6ea9fc52fa8c9a84ff18ed80a8',\n", + " 'suuid': 'MzczM2VjNmVhOWZjNTJmYThjOWE4NGZmMThlZDgwYThNeUNsYXNzX19teW5hbWU='},\n", + " (MyClass__myname__3733ec6ea9fc52fa8c9a84ff18ed80a8))" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID.from_name(class_name=\"MyClass\", name=\"MyName\")\n", + "suuid.to_dict(), suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE=',\n", + " b'OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE=')" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data\", \"a\")\n", + "suuid.suuid_str, suuid.suuid_bytes" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('4d0a053d-fb00-4d47-942b-6cdd20331c26')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.UUID(hex='4d0a053dfb004d47942b6cdd20331c26')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = suuid.huuid\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('8e7d2dd1-7402-454b-ad6c-d36a6c287560')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.get_uuid()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA==',\n", + " 'otto',\n", + " '',\n", + " '4d0a053dfb004d47942b6cdd20331c26'],\n", + " 'NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA==')" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = uuid.UUID(hex='4d0a053dfb004d47942b6cdd20331c26')\n", + "s = sdata.SUUID.from_uuid(\"otto\", uid)\n", + "s.to_list(), s.suuid_str" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'class_name': 'otto',\n", + " 'name': '',\n", + " 'huuid': '4d0a053dfb004d47942b6cdd20331c26',\n", + " 'suuid': 'NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA=='}" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'4d0a053dfb004d47942b6cdd20331c26'" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.huuid" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE='" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.suuid_str" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('9120846d-1118-5cbd-9c06-742056d757ad')" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ns = sdata.SUUID.get_namespace_from_name(\"otto\")\n", + "ns" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('db2c2a67-099d-5216-baf5-ed73fd71223f')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.get_uuid_from_name(\"werner\", ns_name=\"otto\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Data@a@8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560Data@a'" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bytestring = suuid.suuid_bytes\n", + "base64.decodebytes(bytestring).decode()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_str(suuid.suuid_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_bytes(suuid.suuid_bytes)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(otto@@4d0a053dfb004d47942b6cdd20331c26)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_str(s.suuid_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['NWZiNTdlMWJlODhhNTUyZGFkZTY0ZGQ1NGE0YWY2YjBGaWxlQHQudHh0',\n", + " 'File',\n", + " 't.txt',\n", + " '5fb57e1be88a552dade64dd54a4af6b0']" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath = \"t.txt\" \n", + "with open(\"t.txt\", \"w\") as fh:\n", + " fh.write(\"123\")\n", + "s = sdata.SUUID.from_file(\"File\", filepath)\n", + "s.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame([1,2])" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value unit dtype \\\n", + "key \n", + "!sdata_class Data - str \n", + "!sdata_ctime 2025-08-28T16:55:47.252859+00:00 - str \n", + "!sdata_mtime 2025-08-28T16:55:47.252905+00:00 - str \n", + "!sdata_name ! - str \n", + "!sdata_parent - str \n", + "!sdata_project N.N. - str \n", + "!sdata_sname Data@!@92de6bcb8309447d807457eaac411f1b - str \n", + "!sdata_suuid OTJkZTZiY2I4MzA5NDQ3ZDgwNzQ1N2VhYWM0MTFmMWJEYX... - str \n", + "!sdata_url - str \n", + "!sdata_uuid 92de6bcb8309447d807457eaac411f1b - str \n", + "!sdata_version 0.26.0 - str \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project project name False \n", + "!sdata_sname sname of the data object False \n", + "!sdata_suuid Super Universally Unique Identifier False \n", + "!sdata_url url of the data object False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = sdata.Data(name=\"!\", data=df)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@987b43dbd4b9c71bdc9f6262a80fdde5e5b6e095acadfbabfe4cafc8f34b419a@619aa6bd02355429b4cf16a5c7c7887f)" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_str(class_name=\"Data\", s=\"text\", ns_name=\"project_xy\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base64.b64encode(b\"123\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base64.b64decode(b'MTIz')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "b'\\xc3\\xa4'" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"ä\".encode('utf-8', errors=\"replace\")" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@987b43dbd4b9c71bdc9f6262a80fdde5e5b6e095acadfbabfe4cafc8f34b419a@619aa6bd02355429b4cf16a5c7c7887f)" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_str(class_name=\"Data\", s=\"text\", ns_name=\"project_xy\")" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'h_____l____.csv'" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID._clean_name(\"hö____l&$|,;:.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "re.ASCII" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import re\n", + "re.ASCII" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data_Class__otto_oe_1ue__089cc7c6151649b5a4ad092a22595d4b)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data__Class\", \"Otto__ö__1Ü\")\n", + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "py310", + "language": "python", + "name": "py310" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/.ipynb_checkpoints/uuid-checkpoint.ipynb b/ipynb/.ipynb_checkpoints/uuid-checkpoint.ipynb new file mode 100644 index 0000000..3b06441 --- /dev/null +++ b/ipynb/.ipynb_checkpoints/uuid-checkpoint.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "import uuid\n", + "import base64" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('5d9aaaa2-f0fb-4655-a732-e2d0b89addcc')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i = uuid.uuid4()\n", + "i" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'5d9aaaa2f0fb4655a732e2d0b89addcc'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.hex" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "124421278243386662613163591124133797324" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.int" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'5d9aaaa2-f0fb-4655-a732-e2d0b89addcc'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "f\"{i}\"" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: DeprecationWarning: encodestring() is a deprecated alias since 3.1, use encodebytes()\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/plain": [ + "b'NWQ5YWFhYTJmMGZiNDY1NWE3MzJlMmQwYjg5YWRkY2M=\\n'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = base64.encodestring(i.hex.encode(\"utf8\"))\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(i.hex)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('5d9aaaa2-f0fb-4655-a732-e2d0b89addcc')" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.UUID(i.hex)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'5d9aaaa2f0fb4655a732e2d0b89addcc-asciiname'" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "k = i.hex + \"-asciiname\"\n", + "k" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "badly formed hexadecimal UUID string", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mUUID\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m\"123\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/anaconda3/envs/sfem3/lib/python3.7/uuid.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, hex, bytes, bytes_le, fields, int, version, is_safe)\u001b[0m\n\u001b[1;32m 158\u001b[0m \u001b[0mhex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'{}'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreplace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'-'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 159\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m32\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 160\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'badly formed hexadecimal UUID string'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 161\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m16\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 162\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mbytes_le\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mValueError\u001b[0m: badly formed hexadecimal UUID string" + ] + } + ], + "source": [ + "uuid.UUID()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('886313e1-3b8a-5372-9b90-0c9aee199e5d')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.uuid5(uuid.NAMESPACE_DNS, 'python.org')" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('cd5d0bff-2444-5d26-ab53-4f7db1cb733d')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "j = uuid.uuid5(uuid.NAMESPACE_OID, 'python.org')\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "87401272406845" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "j.node" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1570417314, 61691, 18005, 167, 50, 249386078232012)" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.fields" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Das_sdata_Format1.ipynb b/ipynb/Das_sdata_Format1.ipynb new file mode 100644 index 0000000..a19f498 --- /dev/null +++ b/ipynb/Das_sdata_Format1.ipynb @@ -0,0 +1,1517 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Das sdata-Format \n", + "\n", + "## Ein Beispiel zur Ablage einer Tabelle im sdata-Format\n", + "\n", + "Dieses Beispiel zeigt die Ablage einer Tabelle mit zwei Spalten im `sdata`-Format. \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
column_acolumn_b
index
101.12.4
112.15.2
123.52.2
\n", + "
" + ], + "text/plain": [ + " column_a column_b\n", + "index \n", + "10 1.1 2.4\n", + "11 2.1 5.2\n", + "12 3.5 2.2" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame({\"column_a\": [1.1, 2.1, 3.5],\n", + " \"column_b\": [2.4, 5.2, 2.2]}, index=[10, 11, 12])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "**sdata** steht für **strukturierte Daten**. [`sdata`](https://github.com/lepy/sdata) ist eine unter der [MIT-Lizenz](https://raw.githubusercontent.com/lepy/sdata/master/LICENSE-MIT) veröffentlichte open-source [Python-Bibiothek](https://pypi.org/project/sdata/), welche das sdata-Format unterstützt. Installiert wird die Bibliothek mittels ``pip install sdata``. Die Dokumentation wird unter [sdata.readthedocs.io](https://sdata.readthedocs.io/en/latest/) veröffentlicht. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.25.5\n" + ] + } + ], + "source": [ + "import sdata\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Die Komponenten des sdata-Formates\n", + "\n", + "Das sdata-Datenformat `Data` besteht aus drei Komponenten: den Daten (hier eine **Tabelle** `table`), den **Metadaten** `metadata` \n", + "(`name`, `uuid`, ...) und einer **Beschreibung** der Daten `description`.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data: \t \n", + "data.metadata: \t \n", + "data.table: \t \n", + "data.description:\t \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"my data name\", table=df, description=\"my data description\")\n", + "print(\"data: \\t {0}\".format(type(data)))\n", + "print(\"data.metadata: \\t {0}\".format(type(data.metadata)))\n", + "print(\"data.table: \\t {0}\".format(type(data.table)))\n", + "print(\"data.description:\\t {0}\".format(type(data.description)))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.metadata\n", + "\n", + "Jeder Datensatz `Data` benötigt einen Namen `name`. Die vom User vorgegebene Identifikation des Datensatzes ist aber mit einer hohen \n", + "Wahrscheinlichkeit nicht eindeutig, da i.d.R sehr kurze Bezeichnungen gewählt werden. \n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.name:\t 'basic example'\n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\")\n", + "print(\"data.name:\\t '{0.name}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Zur Identifikation eines Datensatzes ist eine möglichst eindeutige Bezeichnung hilfreich. Üblicherweise wird hierzu ein sogenannter Universally Unique Identifier [`uuid`] (https://de.wikipedia.org/wiki/Universally_Unique_Identifier) verwendet. Diese Merkmale eines Datensatzes werden im sdata-Format in den Metadaten gespeichert. Diese `uuid` wird automatisch bei jeder Instanziierung eines `sdata.Data`-Objektes generiert. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '8b1e85eded1241eb854be3365bcf9884'\n" + ] + } + ], + "source": [ + "data = sdata.Data(uuid=\"8b1e85eded1241eb854be3365bcf9884\")\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Die `uuid` kann aber auch basierend auf einem - möglichst eindeutigen - Names generiert werden." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.uuid:\t '06f8c76b037c3636a40246f024e87574'\n" + ] + } + ], + "source": [ + "my_uuid = sdata.uuid_from_str(\"Das ist ein möglichst eindeutiger Name für die Daten\")\n", + "data = sdata.Data(uuid=my_uuid)\n", + "print(\"data.uuid:\\t '{0.uuid}'\".format(data))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Die Komponente `metadata` hat also mindestenz zwei Attribute `name` und `uuid`. Die einfachste Form eines Attributes \n", + "stellt ein key-value-Tupel dar, d.h. eine Verknüpfung einer Bedeutung mit einer Ausprägung, z.B. `Augenfarbe=\"blau\"` \n", + "oder `name=\"basic example\"`." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'Augenfarbe':blau(str))" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute1 = sdata.Attribute(\"Augenfarbe\", \"blau\")\n", + "attribute1" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Ein `Attribut` (Eigenschaft) des Datenobjektes hat im sdata-Format die Felder\n", + "\n", + "* `name` ... Name des Attributes\n", + "* `value` ... Wert des Attributes\n", + "* `dtype` ... Datentyp des Attributwertes `values` (default=`str`)\n", + "* `unit` ... physikalische Einheit des Attributes (*optional*)\n", + "* `description` ... Beschreibung des Attributes (*optional*)\n", + "* `label` ... optionales Label des Attributes, z.B. für Plotzwecke \n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'answer',\n", + " 'value': 42,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': 'The Answer to the Ultimate Question of Life, The Universe, and Everything',\n", + " 'label': 'Die Antwort',\n", + " 'required': False}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "attribute2 = sdata.Attribute(name=\"answer\", \n", + " value=42, \n", + " dtype=\"int\", \n", + " unit=\"-\", \n", + " description=\"\"\"The Answer to the Ultimate Question of Life, The Universe, and Everything\"\"\", \n", + " label=\"Die Antwort\")\n", + "attribute2.to_dict()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Attribute werden in den Metadaten gespeichert." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Metadata'N.N.':2 ['Augenfarbe', 'answer'])\n", + " name value unit dtype \\\n", + "key \n", + "Augenfarbe Augenfarbe blau - str \n", + "answer answer 42 - int \n", + "\n", + " description label \\\n", + "key \n", + "Augenfarbe \n", + "answer The Answer to the Ultimate Question of Life, T... Die Antwort \n", + "\n", + " required \n", + "key \n", + "Augenfarbe False \n", + "answer False \n" + ] + } + ], + "source": [ + "metadata = sdata.Metadata()\n", + "metadata.add(attribute1)\n", + "metadata.add(attribute2)\n", + "print(metadata)\n", + "print(metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "Ein Attribut - auch Eigenschaft genannt - stellt demnach ein Merkmal des Datenobjektes dar. Nützlich ist auch eine \n", + "Angabe einer physikalischen Größe, welche i.d.R. Einheiten behaftet ist. Exemplarisch ist hier ein Attribut \n", + "`Temperatur` mit der Ausprägung `25.4°C` aufgeführt. Die physikalische Einheit wird im Attributfeld `unit` abgelegt \n", + "(`unit=\"degC\"`) und der Zahlenwert im Feld `value=25.4`. Da eine physikalische Größe aus dem Produkt einer (reelen) Zahl und \n", + "einer physikalischen Einheit besteht, sieht das sdata-Attribut-Format auch ein Attributfeld `dtype` \n", + "zur Definition des Datentypes für den Attributwert `value` vor. Ferner kann jedes Attribut im Feld `description` genauer beschrieben werden. Optional kann auch ein Label für Plot-Zwecke angegeben werden.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "Temperatur Temperatur \n", + "\n", + " value unit \\\n", + "key \n", + "!sdata_class Data - \n", + "!sdata_ctime 2025-06-10T08:56:05.778646+00:00 - \n", + "!sdata_mtime 2025-06-10T08:56:05.778680+00:00 - \n", + "!sdata_name basic example - \n", + "!sdata_parent - \n", + "!sdata_project N.N. - \n", + "!sdata_sname Data|basic example|38b26864e7794f5182d38459bab... - \n", + "!sdata_suuid MzhiMjY4NjRlNzc5NGY1MTgyZDM4NDU5YmFiODU4NDJEYX... - \n", + "!sdata_url - \n", + "!sdata_uuid 38b26864e7794f5182d38459bab85842 - \n", + "!sdata_version 0.25.5 - \n", + "Temperatur 25.4 degC \n", + "\n", + " dtype description label \\\n", + "key \n", + "!sdata_class str sdata class \n", + "!sdata_ctime str creation date \n", + "!sdata_mtime str modification date \n", + "!sdata_name str name of the data object \n", + "!sdata_parent str uuid of the parent sdata object \n", + "!sdata_project str project name \n", + "!sdata_sname str sname of the data object \n", + "!sdata_suuid str Super Universally Unique Identifier \n", + "!sdata_url str url of the data object \n", + "!sdata_uuid str Universally Unique Identifier \n", + "!sdata_version str sdata package version \n", + "Temperatur float Temperatur Temperatur T [°C] \n", + "\n", + " required \n", + "key \n", + "!sdata_class False \n", + "!sdata_ctime False \n", + "!sdata_mtime False \n", + "!sdata_name False \n", + "!sdata_parent False \n", + "!sdata_project False \n", + "!sdata_sname False \n", + "!sdata_suuid False \n", + "!sdata_url False \n", + "!sdata_uuid False \n", + "!sdata_version False \n", + "Temperatur False \n" + ] + } + ], + "source": [ + "data = sdata.Data(name=\"basic example\", \n", + " uuid=\"38b26864e7794f5182d38459bab85842\", \n", + " table=df)\n", + "data.metadata.add(\"Temperatur\", \n", + " value=25.4, \n", + " dtype=\"float\", \n", + " unit=\"degC\", \n", + " description=\"Temperatur\", \n", + " label=\"Temperatur T [°C]\")\n", + "print(data.metadata.df)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.table\n", + "Das eigentliche Datenobjekt `table` ist als `pandas.DataFrame` repräsentiert, d.h. jede Zelle der Tabelle ist durch \n", + "ein Tupel (index, column) indiziert. Jede Spalte (`column`) ist durch den Spaltennamen (hier z.B. `time` oder `temperature`) indizierbar. \n", + "Jede Zeile (`row`) ist durch den `index` indiziert, wobei der `index` auch alphanumerisch sein kann (z.B. 'max_temp').\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timetemperature
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01.12.4
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" + ], + "text/plain": [ + " time temperature\n", + "index \n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]}, index=[0, 1, 2])\n", + "df.index.name = \"index\" \n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### sdata.Data.decription" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Die Beschreibung `description` ist vom Typ `str`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Messergebnis Temperatur.\n" + ] + } + ], + "source": [ + "data.description = \"Messergebnis Temperatur.\"\n", + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Es ist möglich eine vereinfachte Auszeichnungssprache \n", + "wie [Markdown](https://de.wikipedia.org/wiki/Markdown) verwendbar. Beispielhaft ist hier Datenbeschreibung mit Überschriften und Formel aufgeführt. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "\n", + "\n", + "\n", + "\n", + "# Messergebnis Temperatur.\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name=\"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata)." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [], + "source": [ + "data.description = r\"\"\"# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\"\"\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "# Messergebnis Temperatur\n", + "## subheader\n", + "\n", + "a remarkable text\n", + "\n", + "Bullet list:\n", + "\n", + "- aaa\n", + " - aaa.b\n", + "- bbb\n", + "\n", + "\n", + "Numbered list:\n", + "\n", + "1. foo\n", + "1. bar\n", + "\n", + "$f(x) = \\frac{1}{2}\\sin(x)$\n", + "\n", + "code:\n", + "\n", + " name = \"basic example\"\n", + "\n", + "A [Link](https://github.com/lepy/sdata).\n" + ] + } + ], + "source": [ + "print(data.description)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Beispiel einer *Temperaturmessung-001*\n", + "\n", + "Die Daten bestehen aus einer Tabelle mit zwei Spalten für die Zeit und eine gemessene Temperatur. " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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timetemperature
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" + ], + "text/plain": [ + " time temperature\n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"time\": [1.1, 2.1, 3.5],\n", + " \"temperature\": [2.4, 5.2, 2.2]},\n", + " index=[0, 1, 2])\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "Das `sdata.Data`-Objekt wird mit einen Names und einer aus dem Namen generierten `uuid` versehen. Weiterhin wird für jede Spalte der Tabelle ein Attribut definiert, welche u.a. die physikalische Einheit der Spaltenwerte abbildet." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 0\n", + "metadata 13\n", + "table_rows 3\n", + "table_columns 2\n", + "description 23" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_name = \"Temperaturmessung-001\"\n", + "data = sdata.Data(name=data_name, \n", + " uuid=sdata.uuid_from_str(data_name),\n", + " table=df,\n", + " description=\"Messergebnis Temperatur\")\n", + "data.metadata.add(\"time\", \n", + " value=None, \n", + " dtype=\"float\", \n", + " unit=\"s\", \n", + " description=\"Zeitachse\", \n", + " label=\"time $t$\")\n", + "data.metadata.add(\"temperature\", \n", + " value=None, \n", + " dtype=\"float\", \n", + " unit=\"°C\", \n", + " description=\"Zeitachse\", \n", + " label=\"temperature $T$\")\n", + "data.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "plot\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "fig, ax = plt.subplots()\n", + "\n", + "x_var = \"time\"\n", + "y_var = \"temperature\" \n", + "\n", + "x_attr = data.metadata.get(x_var)\n", + "y_attr = data.metadata.get(y_var)\n", + "\n", + "ax.plot(data.df[x_var], data.df[y_var], label=data.name)\n", + "ax.legend(loc=\"best\")\n", + "ax.set_xlabel(\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.label} [{0.unit}]\".format(y_attr))\n", + "print(\"plot\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Export\n", + "\n", + "Der Export kann in verschiedene Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.xlsx'.\n" + ] + } + ], + "source": [ + "import os\n", + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data.to_xlsx(filepath=filepath_xlsx)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_xlsx))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.json'.\n" + ] + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data.to_json(filepath=filepath_json)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_json))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Saved 'Temperaturmessung-001' to '/tmp/temperaturmessung-001.csv'.\n" + ] + } + ], + "source": [ + "filepath_csv = os.path.join(\"/tmp\", data.osname + \".csv\")\n", + "data.to_csv(filepath=filepath_csv)\n", + "print(\"Saved '{0.name}' to '{1}'.\".format(data, filepath_csv))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "### Import\n", + "\n", + "Der Import kann aus den verschiedene Export-Formate erfolgen." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_xlsx = os.path.join(\"/tmp\", data.osname + \".xlsx\")\n", + "data_xlsx = data.from_xlsx(filepath=filepath_xlsx)\n", + "data_xlsx" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Messergebnis Temperatur', 'Messergebnis Temperatur')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.sha3_256_metadata, data_xlsx.sha3_256_metadata\n", + "data.description, data_xlsx.description\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_json = os.path.join(\"/tmp\", data.osname + \".json\")\n", + "data_json = data.from_json(filepath=filepath_json)\n", + "data_json" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "#data.mdf, data_xlsx.mdf" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "subslide" + } + }, + "source": [ + "Jedes `sdata.Data`-Objekt kann seinen Hash-Wert bestimmen. Dieser Hash-Wert, hier ein ``sha3-256``, kann u.a. zum Vergleich der Daten benutzt werden." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data.to_parquet(filepath_parquet, engine=\"pyarrow\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'Temperaturmessung-001':e13d9387728c375eb98686eacf42b6df)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath_parquet = os.path.join(\"/tmp\", data.osname + \".pq\")\n", + "data_pq = data.from_parquet(filepath=filepath_parquet)\n", + "data_pq" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "8e006023e4452f23112ba6068e970d365a54c90b7772f7929506452c7dd62cc6\n", + "8e006023e4452f23112ba6068e970d365a54c90b7772f7929506452c7dd62cc6\n", + "8e006023e4452f23112ba6068e970d365a54c90b7772f7929506452c7dd62cc6\n", + "8e006023e4452f23112ba6068e970d365a54c90b7772f7929506452c7dd62cc6\n" + ] + } + ], + "source": [ + "print(data.sha3_256)\n", + "print(data_xlsx.sha3_256)\n", + "print(data_json.sha3_256)\n", + "print(data_pq.sha3_256)\n", + "assert data.sha3_256==data_xlsx.sha3_256\n", + "assert data.sha3_256==data_json.sha3_256\n", + "assert data.sha3_256==data_pq.sha3_256\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "### Zusammenfassung\n", + "\n", + "Das `sdata`-Format bietet eine einfache Möglichkeit Daten lesbar für Menschen und zugleich maschinenlesbar abzulegen. Dies wird u.a. durch die Import-Export-Formate `xlsx`, `json`, `csv` gewährleistet. Durch die Qualifikation der Massendaten durch Metadaten und einer Beschreibung in Textform ist eine vollständige Beschreibung der Daten möglich. Die open-source Python-Bibliothek [`sdata`](https://github.com/lepy/sdata) erlaubt eine einfach Benutzung und Erweiterung des Datenformates." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[NbConvertApp] Converting notebook Das_sdata_Format.ipynb to slides\n", + "[NbConvertApp] WARNING | Alternative text is missing on 1 image(s).\n", + "[NbConvertApp] Writing 377842 bytes to Das_sdata_Format.slides.html\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"jupyter nbconvert --to slides Das_sdata_Format.ipynb\")" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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23.52.2
\n", + "
" + ], + "text/plain": [ + " time temperature\n", + "index \n", + "0 1.1 2.4\n", + "1 2.1 5.2\n", + "2 3.5 2.2" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = sdata.Data.from_csv(filepath_csv)\n", + "d.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter-Copy1.ipynb b/ipynb/Parameter-Copy1.ipynb new file mode 100644 index 0000000..ceb3fec --- /dev/null +++ b/ipynb/Parameter-Copy1.ipynb @@ -0,0 +1,505 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"distribution\": \"truncated_gauss\"\n", + "}\n", + "{'name': 'constant_param', 'value': 10.0, 'range': None, 'distribution': None}\n", + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n", + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': [0.0, 10.0], 'distribution': 'truncated_gauss'}\n", + "Sampled value: 7.5179460383539904\n", + "Sampled values: [4.234834248175952, 3.768890366960978, 4.09509865590473, 1.2416326682924117, 5.016522013028081, 5.239312082854964, 6.3337517549051885, 4.758152028640645, 5.64789584411114, 7.027871889865269]\n" + ] + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None):\n", + " \"\"\"\n", + " Base class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution of the parameter (optional)\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.distribution = distribution\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"distribution\": self.distribution\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=data.get(\"distribution\")\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def cast_to(self, target_class):\n", + " \"\"\"\n", + " Cast the parameter to a different class.\n", + "\n", + " :param target_class: Target class to cast to (Constant, Variable, DistributedVariable)\n", + " \"\"\"\n", + " return target_class.from_dict(self.to_dict())\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values. To be implemented by subclasses if needed.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class Constant(Parameter):\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None):\n", + " super().__init__(name, value, range, distribution)\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Always return the constant value.\n", + " \"\"\"\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Return n constant values.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class Variable(Parameter):\n", + " def __init__(self, name: str, value: float, range: Tuple[float, float], distribution: Optional[str] = None):\n", + " super().__init__(name, value, range, distribution)\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Return n sampled values within the range. Subclasses can override.\n", + " \"\"\"\n", + " return [self.value for _ in range(n)]\n", + "\n", + "class DistributedVariable(Variable):\n", + " def __init__(self, name: str, value: float, range: Tuple[float, float], distribution: str, **distribution_params):\n", + " super().__init__(name, value, range, distribution)\n", + " self.distribution_params = distribution_params\n", + "\n", + " def generate_value(self) -> float:\n", + " \"\"\"\n", + " Generate a value based on the defined distribution within the range.\n", + " \"\"\"\n", + " min_val, max_val = self.range\n", + "\n", + " if self.distribution == \"normal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.distribution == \"truncated_gauss\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.distribution == \"weibull\":\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.distribution_params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.distribution == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.distribution == \"exponential\":\n", + " rate = self.distribution_params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.distribution == \"lognormal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.distribution_params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.distribution == \"beta\":\n", + " alpha = self.distribution_params.get(\"alpha\", 2.0)\n", + " beta = self.distribution_params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.distribution == \"gamma\":\n", + " shape = self.distribution_params.get(\"shape\", 2.0)\n", + " scale = self.distribution_params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.distribution == \"cauchy\":\n", + " location = self.distribution_params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.distribution}\")\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " self.value = self.generate_value()\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " return [self.generate_value() for _ in range(n)]\n", + "\n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "const_param = Constant(name=\"constant_param\", value=10.0)\n", + "print(const_param.to_json())\n", + "\n", + "var_param = Variable(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(var_param.to_json())\n", + "\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "print(dist_param.to_json())\n", + "\n", + "# Cast Beispiele\n", + "casted_to_variable = const_param.cast_to(Variable)\n", + "print(casted_to_variable.to_dict())\n", + "\n", + "casted_to_distributed = var_param.cast_to(DistributedVariable)\n", + "print(casted_to_distributed.to_dict())\n", + "\n", + "casted_back_to_constant = casted_to_distributed.cast_to(Constant)\n", + "print(casted_back_to_constant.to_dict())\n", + "\n", + "# JSON-Import\n", + "loaded_param = DistributedVariable.from_json(dist_param.to_json())\n", + "print(loaded_param.to_dict())\n", + "\n", + "# Sampling eines neuen Wertes\n", + "sampled_value = loaded_param.sample_value()\n", + "print(f\"Sampled value: {sampled_value}\")\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = loaded_param.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'name': 'variable_param', 'value': 5.0, 'range': (0.0, 10.0), 'distribution': None}\n" + ] + } + ], + "source": [ + "casted_to_distributed = var_param.cast_to(DistributedVariable)\n", + "print(casted_to_distributed.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "const_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "var_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.004477640031063,\n", + " 2.5691870536077386,\n", + " 5.746115660574156,\n", + " 6.280450842205884,\n", + " 3.13401394026298,\n", + " 4.212379045513448,\n", + " 4.8080826565688835,\n", + " 7.259178205195063,\n", + " 6.409901897354052,\n", + " 3.9053639089114287]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dist_param.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"uniform\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "# Plot als Histogramm\n", + "dist_param = DistributedVariable(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"cauchy\"\n", + ")\n", + "sampled_values = dist_param.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter-Dict-Fitting-Swift.ipynb b/ipynb/Parameter-Dict-Fitting-Swift.ipynb new file mode 100644 index 0000000..b362fb4 --- /dev/null +++ b/ipynb/Parameter-Dict-Fitting-Swift.ipynb @@ -0,0 +1,1018 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sdata.parameter import Parameter, Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def swift()\n", + "self._linear_part * self._epsilon +\n", + " parameters[0] * (self._epsilon + parameters[1]) ** parameters[2]" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(constant_param|10.0|[None]|Constant)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant = Parameter(name=\"constant_param\", value=10.0, \n", + " description=\"This is a constant parameter.\")\n", + "param_constant" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|DiscreteVariable)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(variable_param|5.0|[0,10]|Variable)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0), \n", + " description=\"This is a variable parameter.\")\n", + "param_variable" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c']]|DiscreteVariable)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(name=\"discrete_param\", value=\"a\", range=[\"a\", \"b\", \"c\"], \n", + " description=\"This is a discrete parameter.\")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Berechnetes a: 0.5270\n" + ] + }, + { + "data": { + "text/plain": [ + "{'a': (a|0.5270265078392228|[0,10]|Variable),\n", + " 'm': (m|30|[0,1e+02]|Variable),\n", + " 'x_1': (x_1|2.0|[0,5]|Variable),\n", + " 'y_1': (y_1|2.5|[0,5]|Variable)}" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "from scipy.optimize import fsolve\n", + "from typing import Dict\n", + "\n", + "def fkt(x, a, m):\n", + " y = a * np.log((m / a) * x + 1)\n", + " return y\n", + " \n", + "def find_a(params: Dict[str, Parameter]) -> float:\n", + " \"\"\"\n", + " Berechnet den Parameter 'a', der die gegebene Gleichung erfüllt.\n", + "\n", + " :param params: Dictionary mit den Parametern 'm', 'x_1', und 'y_1' als Parameter-Objekte.\n", + " - 'm': Parameter-Objekt für die Steigung bei x = 0.\n", + " - 'x_1': Parameter-Objekt für den Punkt x_1.\n", + " - 'y_1': Parameter-Objekt für den Wert y_1 an der Stelle x_1.\n", + " :return: Der berechnete Wert von 'a'.\n", + " \"\"\"\n", + " # Extrahieren der Parameterwerte\n", + " m = params['m'].value\n", + " x_1 = params['x_1'].value\n", + " y_1 = params['y_1'].value\n", + "\n", + " # Funktion, die die Gleichung darstellt\n", + " def equation_for_a(a):\n", + " return a * np.log((m / a) * x_1 + 1) - y_1\n", + "\n", + " # Erste Schätzung für a\n", + " initial_guess = params['a'].value\n", + "\n", + " # Numerische Lösung für a\n", + " a_solution = fsolve(equation_for_a, initial_guess)[0]\n", + " params['a'].value = a_solution\n", + " return params\n", + "\n", + "# Beispielaufruf\n", + "params = {\n", + " 'a': Parameter(name='a', value=2, range=(0, 10), description='Faktor a'),\n", + " 'm': Parameter(name='m', value=30, range=(0, 100), description='Steigung bei x = 0'),\n", + " 'x_1': Parameter(name='x_1', value=2.0, range=(0, 5), description='Punkt x_1'),\n", + " 'y_1': Parameter(name='y_1', value=2.5, range=(0, 5), description='Wert y_1 an der Stelle x_1')\n", + "}\n", + "\n", + "params = find_a(params)\n", + "a_solution = params['a'].value\n", + "find_a(params)\n", + "print(f\"Berechnetes a: {a_solution:.4f}\")\n", + "params" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " x y\n", + "0 0.000000 0.000000\n", + "1 0.050505 0.713869\n", + "2 0.101010 1.006365\n", + "3 0.151515 1.193364\n", + "4 0.202020 1.331110" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"x\":np.linspace(0,5,100)})\n", + "m = params['m'].value\n", + "a = params['a'].value\n", + "df[\"y\"] = fkt(df.x, a, m)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.0, 2.5)" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "B = 400/25.4\n", + "H = 200/25.4\n", + "fig, ax = plt.subplots(1,1, figsize=(B, H))\n", + "ax.plot(df.x, df.y, lw=2, c=\"m\")\n", + "ax.axhline(params['y_1'].value)\n", + "ax.axvline(params['x_1'].value)\n", + "ax.grid(True)\n", + "params['x_1'].value, params['y_1'].value" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'm',\n", + " 'value': 30,\n", + " 'range': (0, 100),\n", + " 'type': 'Variable',\n", + " 'description': 'Steigung bei x = 0',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['m'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'a',\n", + " 'value': 0.5270265078392228,\n", + " 'range': (0, 10),\n", + " 'type': 'Variable',\n", + " 'description': 'Faktor a',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['a'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": null,\n", + " \"type\": \"DiscreteVariable\",\n", + " \"description\": null,\n", + " \"discrete_values\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "Sampled values: [5.751489741697383, 5.412598890816503, 4.312051855946189, 5.1928872908305, 4.252828276915439, 4.590050397025211, 3.567726056410347, 6.684893974548102, 3.841528712229916, 5.779418659093414]\n", + "Sampled discrete values: ['b', 'c', 'b', 'a', 'b', 'c', 'b', 'b', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [6.832838271945656, 5.495607784535505, 5.2472582640667556, 6.181108383081606, 5.670299991279602, 5.808760485741727, 5.362602554254639, 4.580362340935182, 4.453874380621541, 6.835529058563544]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.465405629064586,\n", + " 1.7805072236850383,\n", + " 2.2996517566144634,\n", + " 0.9684514835012203,\n", + " 9.980556673797356,\n", + " 8.610272997505406,\n", + " 1.1401093056954437,\n", + " 8.329197339623132,\n", + " 6.681019212133067,\n", + " 2.683196621135372]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"description\": null,\\n \"discrete_values\": null,\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[None]|Variable)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter-Dict-Fitting.ipynb b/ipynb/Parameter-Dict-Fitting.ipynb new file mode 100644 index 0000000..a5df001 --- /dev/null +++ b/ipynb/Parameter-Dict-Fitting.ipynb @@ -0,0 +1,1007 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from sdata.parameter import Parameter, Distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|DiscreteVariable)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(constant_param|10.0|[None]|Constant)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant = Parameter(name=\"constant_param\", value=10.0, \n", + " description=\"This is a constant parameter.\")\n", + "param_constant" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(variable_param|5.0|[0,10]|Variable)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0), \n", + " description=\"This is a variable parameter.\")\n", + "param_variable" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c']]|DiscreteVariable)" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(name=\"discrete_param\", value=\"a\", range=[\"a\", \"b\", \"c\"], \n", + " description=\"This is a discrete parameter.\")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Berechnetes a: 0.5270\n" + ] + }, + { + "data": { + "text/plain": [ + "{'a': (a|0.5270265078392228|[0,10]|Variable),\n", + " 'm': (m|30|[0,1e+02]|Variable),\n", + " 'x_1': (x_1|2.0|[0,5]|Variable),\n", + " 'y_1': (y_1|2.5|[0,5]|Variable)}" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "from scipy.optimize import fsolve\n", + "from typing import Dict\n", + "\n", + "def fkt(x, a, m):\n", + " y = a * np.log((m / a) * x + 1)\n", + " return y\n", + " \n", + "def find_a(params: Dict[str, Parameter]) -> float:\n", + " \"\"\"\n", + " Berechnet den Parameter 'a', der die gegebene Gleichung erfüllt.\n", + "\n", + " :param params: Dictionary mit den Parametern 'm', 'x_1', und 'y_1' als Parameter-Objekte.\n", + " - 'm': Parameter-Objekt für die Steigung bei x = 0.\n", + " - 'x_1': Parameter-Objekt für den Punkt x_1.\n", + " - 'y_1': Parameter-Objekt für den Wert y_1 an der Stelle x_1.\n", + " :return: Der berechnete Wert von 'a'.\n", + " \"\"\"\n", + " # Extrahieren der Parameterwerte\n", + " m = params['m'].value\n", + " x_1 = params['x_1'].value\n", + " y_1 = params['y_1'].value\n", + "\n", + " # Funktion, die die Gleichung darstellt\n", + " def equation_for_a(a):\n", + " return a * np.log((m / a) * x_1 + 1) - y_1\n", + "\n", + " # Erste Schätzung für a\n", + " initial_guess = params['a'].value\n", + "\n", + " # Numerische Lösung für a\n", + " a_solution = fsolve(equation_for_a, initial_guess)[0]\n", + " params['a'].value = a_solution\n", + " return params\n", + "\n", + "# Beispielaufruf\n", + "params = {\n", + " 'a': Parameter(name='a', value=2, range=(0, 10), description='Faktor a'),\n", + " 'm': Parameter(name='m', value=30, range=(0, 100), description='Steigung bei x = 0'),\n", + " 'x_1': Parameter(name='x_1', value=2.0, range=(0, 5), description='Punkt x_1'),\n", + " 'y_1': Parameter(name='y_1', value=2.5, range=(0, 5), description='Wert y_1 an der Stelle x_1')\n", + "}\n", + "\n", + "params = find_a(params)\n", + "a_solution = params['a'].value\n", + "find_a(params)\n", + "print(f\"Berechnetes a: {a_solution:.4f}\")\n", + "params" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " x y\n", + "0 0.000000 0.000000\n", + "1 0.050505 0.713869\n", + "2 0.101010 1.006365\n", + "3 0.151515 1.193364\n", + "4 0.202020 1.331110" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame({\"x\":np.linspace(0,5,100)})\n", + "m = params['m'].value\n", + "a = params['a'].value\n", + "df[\"y\"] = fkt(df.x, a, m)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2.0, 2.5)" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "B = 400/25.4\n", + "H = 200/25.4\n", + "fig, ax = plt.subplots(1,1, figsize=(B, H))\n", + "ax.plot(df.x, df.y, lw=2, c=\"m\")\n", + "ax.axhline(params['y_1'].value)\n", + "ax.axvline(params['x_1'].value)\n", + "ax.grid(True)\n", + "params['x_1'].value, params['y_1'].value" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'm',\n", + " 'value': 30,\n", + " 'range': (0, 100),\n", + " 'type': 'Variable',\n", + " 'description': 'Steigung bei x = 0',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['m'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'a',\n", + " 'value': 0.5270265078392228,\n", + " 'range': (0, 10),\n", + " 'type': 'Variable',\n", + " 'description': 'Faktor a',\n", + " 'discrete_values': None,\n", + " 'distribution': {'name': 'uniform', 'params': {}}}" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params['a'].to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": null,\n", + " \"type\": \"DiscreteVariable\",\n", + " \"description\": null,\n", + " \"discrete_values\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"distribution\": null\n", + "}\n", + "Sampled values: [5.751489741697383, 5.412598890816503, 4.312051855946189, 5.1928872908305, 4.252828276915439, 4.590050397025211, 3.567726056410347, 6.684893974548102, 3.841528712229916, 5.779418659093414]\n", + "Sampled discrete values: ['b', 'c', 'b', 'a', 'b', 'c', 'b', 'b', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [6.832838271945656, 5.495607784535505, 5.2472582640667556, 6.181108383081606, 5.670299991279602, 5.808760485741727, 5.362602554254639, 4.580362340935182, 4.453874380621541, 6.835529058563544]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"description\": null,\n", + " \"discrete_values\": null,\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'description': None, 'discrete_values': None, 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.465405629064586,\n", + " 1.7805072236850383,\n", + " 2.2996517566144634,\n", + " 0.9684514835012203,\n", + " 9.980556673797356,\n", + " 8.610272997505406,\n", + " 1.1401093056954437,\n", + " 8.329197339623132,\n", + " 6.681019212133067,\n", + " 2.683196621135372]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"description\": null,\\n \"discrete_values\": null,\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[None]|Variable)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter-Distribution-Copy1.ipynb b/ipynb/Parameter-Distribution-Copy1.ipynb new file mode 100644 index 0000000..0eb2234 --- /dev/null +++ b/ipynb/Parameter-Distribution-Copy1.ipynb @@ -0,0 +1,914 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(p|5.0|[0.01,10]|Variable)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List, Union\n", + "import random\n", + "\n", + "class Distribution:\n", + " def __init__(self, name: str, **params):\n", + " \"\"\"\n", + " Unified distribution object to encapsulate name and parameters.\n", + "\n", + " :param name: Name of the distribution (e.g., 'normal', 'uniform').\n", + " :param params: Parameters specific to the distribution.\n", + " \"\"\"\n", + " self.name = name\n", + " self.params = params\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the distribution to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"params\": self.params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Distribution instance from a dictionary.\"\"\"\n", + " return cls(name=data[\"name\"], **data.get(\"params\", {}))\n", + "\n", + " def generate_value(self, range: Union[Tuple[float, float], List[Union[int, str]]]) -> Union[float, int, str]:\n", + " \"\"\"\n", + " Generate a value based on the distribution within the specified range.\n", + "\n", + " :param range: Tuple specifying the minimum and maximum values or a list of discrete options.\n", + " :return: Generated value.\n", + " \"\"\"\n", + " if isinstance(range, list):\n", + " return random.choice(range)\n", + "\n", + " min_val, max_val = range\n", + "\n", + " if self.name == \"normal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.name == \"truncated_gauss\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.name == \"weibull\":\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.name == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.name == \"exponential\":\n", + " rate = self.params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.name == \"lognormal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.name == \"beta\":\n", + " alpha = self.params.get(\"alpha\", 2.0)\n", + " beta = self.params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.name == \"gamma\":\n", + " shape = self.params.get(\"shape\", 2.0)\n", + " scale = self.params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.name == \"cauchy\":\n", + " location = self.params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.name}\")\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: Union[float, int, str], \n", + " range: Optional[Union[Tuple[float, float], List[Union[int, str]]]] = None, \n", + " distribution: Optional[Distribution] = None, \n", + " type: Optional[str] = None):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution object for the parameter (optional)\n", + " :param type: Type of the parameter (\"Constant\" or \"Variable\")\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = type or (\"Constant\" if range is None else \"Variable\")\n", + " self.distribution = distribution or (Distribution(\"uniform\") if self.type == \"Variable\" else None)\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = Distribution(\"uniform\")\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution.to_dict() if self.distribution else None\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " distribution = None\n", + " if data.get(\"distribution\"):\n", + " distribution = Distribution.from_dict(data[\"distribution\"])\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=distribution,\n", + " type=data.get(\"type\")\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def sample_value(self) -> Union[float, int, str]:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.distribution.generate_value(self.range)\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[Union[float, int, str]]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.distribution.generate_value(self.range) for _ in range(n)]\n", + "\n", + "\n", + " @property\n", + " def min(self):\n", + " return self.range[0]\n", + "\n", + " @property\n", + " def max(self):\n", + " return self.range[1]\n", + "\n", + " def __repr__(self):\n", + " \n", + " try:\n", + " value_range = f\"{self.min:.2g},{self.max:.2g}\"\n", + " except:\n", + " if len(self.range) > 4:\n", + " value_range = self.range[:4] + [\"...\"]\n", + " else:\n", + " value_range = self.range[:4]\n", + " return f\"({self.name}|{self.value}|[{value_range}]|{self.type})\"\n", + " \n", + "p = Parameter(name=\"p\", value=5.0, range=(0.01, 10.00))\n", + "p \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|Variable)" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\", \"d\", \"e\", \"f\"]\n", + ")\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(discrete_param|a|[['a', 'b', 'c', 'd', '...']]|Variable)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "param_discrete" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"discrete_param\",\n", + " \"value\": \"a\",\n", + " \"range\": [\n", + " \"a\",\n", + " \"b\",\n", + " \"c\"\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "Sampled values: [4.885952354742727, 6.055996373255509, 5.388964522314538, 4.094716989820279, 3.9526886916864683, 3.1405205215016236, 5.659584643027048, 5.812026863627966, 3.842903026714163, 4.887295274106627]\n", + "Sampled discrete values: ['a', 'b', 'c', 'c', 'a', 'c', 'b', 'a', 'a', 'a']\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "param_discrete = Parameter(\n", + " name=\"discrete_param\",\n", + " value=\"a\",\n", + " range=[\"a\", \"b\", \"c\"]\n", + ")\n", + "print(param_discrete.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "sampled_discrete_values = param_discrete.sample_values(10)\n", + "print(f\"Sampled discrete values: {sampled_discrete_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|5.0|[0.01,10]|Constant)" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [3.5458570368163276, 5.16187264375604, 5.469195856550312, 5.8892208488965325, 5.608578652604324, 5.21036459357762, 6.271793320158304, 4.2509682251340655, 5.953216393559369, 3.789704716970302]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[3.481773426421716,\n", + " 8.367316961502322,\n", + " 6.034611148645582,\n", + " 6.09683303694761,\n", + " 5.0476688475593425,\n", + " 2.853952509337593,\n", + " 4.655539365816509,\n", + " 4.834060052586436,\n", + " 7.527715230237797,\n", + " 8.646414930777574]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = (2,4)\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\\n \"name\": \"distributed_param\",\\n \"value\": 5.0,\\n \"range\": [\\n 2.0,\\n 10.0\\n ],\\n \"type\": \"Variable\",\\n \"distribution\": {\\n \"name\": \"truncated_gauss\",\\n \"params\": {\\n \"mean\": 7.0,\\n \"std_dev\": 1.0\\n }\\n }\\n}'" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(distributed_param|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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xR3CyXH4slx/L5Seq9suKhcOyFbVxR3AaHByMO4KT5fJjufxYLj9RtV9WLIwxxmRkxcJh3572uCM4VVVVxR3ByXL5sVx+LJefqNovKxYOx48dizuCU0FBQdwRnCyXH8vlx3L5iar9smLh0NC8Lu4ITj09PXFHcLJcfiyXH8vlJ6r2y4qFMcaYjKxYOAy9cDDuCE4lJSVxR3CyXH4slx/L5Seq9suKhUNXR1vcEZyqq6vjjuBkufxYLj+Wy09U7ZcVC4f1Gy+KO4JTe3syj9KyXH4slx/L5Seq9suKhTHGmIysWDiMjx2PO4JTfn5+3BGcLJcfy+XHcvmJqv2yYuGw66mtcUdwamxsjDuCk+XyY7n8WC4/UbVfkRcLEckXkadE5Cfh/aUi8pCItIa/y9PmvU1E2kTkORF5Xdr0jSKyM3zs8yIiUWZeu35DlIvPWWdnZ9wRnCyXH8vlx3L5iar9mo8tiw8Dz6TdvxV4WFWbgIfD+4jIOuB64GzgauBLIpLazvsycBPQFP5cHWXgwqLFUS4+Z8ePJ7N7zHL5sVx+LJefqNqvSIuFiNQCfwB8LW3ydcBd4e27gDelTb9PVY+pagfQBlwgIiuAUlXdoqoK3J32HGOMMfNgQcTL/2fgo0D6df6qVXU/gKruF5HU4OsrgcfT5usOp42Ft6dPP4GI3ESwBUJtbS0tLS0AVFZWUlhYSHd3sJjFixdTU1NDa2srAHl5eaxZs4a9e/cyOjpK/oIFHGMRw3llDOZXAFA10UuBjtGzoA6Akslhqid6aC84E4B8HadxvIW16zdMvW59fT1DQ0MMDQ0Ff3h1NSJCb28vAKWlpVRUVNDR0QEEY800NDTQ0dHB2NgYAA0NDQwMDDA8PMzExATDw8OoKn19fQCUlZVRVlY2tUm8cOFC6uvraW9vZ2JiAgj6Vvv6+jh8+DAANTU1jI2NcfBgcPJOeXk5paWl7NmzB4DCwkJWrVpFW1sbk5OTADQ1NdHT08ORI0dIvb+jo6P09/czMTHBwMAAxcXFdHV1AVBUVERdXd3UewHQ3NxMV1cXR48eBaCuro6RkREGBgZyWk8QXIBmeHh4arjoqqoqCgoK6OnpYWJigp6eHqqrq6cOc8zPz6exsZHOzs6pb4ZzvZ4Ali9fPuN6mpiYoLOzc97XE0BFRcWM62liYoKWlpZ5X08QnOA203pK5Zrv9QSz/z+lckWxnqpXruKoFNG1oCFYT5Mj1E100lLwu6E8msd205Vfz9G84mA9jXcwIiXkL1hAS0tLzutpJhJ8WZ97InIN8AZVfb+IvBb4S1W9RkSGVLUsbb5BVS0XkS8CW1T1nnD614GfAnuBz6jqleH0S4CPquq1s73+pk2bdNu2bTllf+8Nb+MrV+e2W+TaO9t48NHtOT03kwMHDrBsWfIuzGS5/FguP6djrmsv3ciDN6/J6bnv/bnylbs35/zaIrJdVTdNnx5lN9TFwBtFpBO4D7hcRO4B+sKuJcLfB8L5u4G6tOfXAj3h9FrH9MhUVq+IcvE5S32jShrL5cdy+bFcfqJqvyIrFqp6m6rWqmo9wY7r/1DVdwIPADeGs90I/Di8/QBwvYgsEpEGgh3ZW8Muq0MicmF4FNQNac8xxhgzD+I4z+KzwFUi0gpcFd5HVXcBm4HdwM+BW1R1InzO+wh2krcB7cDPogzY9XxrlIvPWVLHorFcfiyXH8vlJ6r2K+od3ACo6iPAI+HtAeCKGea7HbjdMX0bcE50CV9qcnIi80wxiPj0kpxZLj+Wy4/l8hNV+2VncDusXnNm3BGcUkd9JI3l8mO5/FguP1G1X1YsjDHGZGTFwuGFg31xR3AqLS2NO4KT5fJjufxYLj9RtV9WLBx6u/fEHcGpoqIi7ghOlsuP5fJjufxE1X5ZsXBYt+GCuCM4pc5MTRrL5cdy+bFcfqJqv6xYGGOMyciKhcPxY6NxR3AqKCiIO4KT5fJjufxYLj9RtV9WLBye2ZHbmFJRa2hoiDuCk+XyY7n8WC4/UbVfViwczjr3hDG0EiGpfaSWy4/l8mO5/ETVflmxcFi4qDDuCE6pYZaTxnL5sVx+LJefqNovKxbGGGMysmLhsDuiC56frKT2kVouP5bLj+XyE1X7ZcXCYXntzFeLilPqSmVJY7n8WC4/lstPVO2XFQuHpVXJHHo4dSnIpLFcfiyXH8vlJ6r2y4qFMcaYjKxYOOxpezbuCE7Lly+PO4KT5fJjufxYLj9RtV9WLBzy8vLjjuCkqnFHcLJcfiyXH8vlJ6r2y4qFQ90ZTXFHcOrrS+bQ6ZbLj+XyY7n8RNV+WbEwxhiTkRULh/6+/XFHcCorK4s7gpPl8mO5/FguP1G1X1YsHA727os7glNSP5yWy4/l8mO5/ETVflmxcEjqQIKdnZ1xR3CyXH4slx/L5ccGEjTGGBMbKxYOo0ePxB3BaeHChXFHcLJcfiyXH8vlJ6r2y4qFw3M7n4o7glN9fX3cEZwslx/L5cdy+Ymq/bJi4XB2RBc8P1nt7e1xR3CyXH4slx/L5Seq9suKhcOCgmRuXk5MTMQdwcly+bFcfiyXn6jar6yKhYicE8mrG2OMOSVku2XxFRHZKiLvF5GyKAMlwc7tW+KO4NTY2Bh3BCfL5cdy+bFcfqJqv7IqFqr6+8A7gDpgm4h8R0SuiiRRAtQ1rIk7glNSx6KxXH4slx/L5Seq9ivrfRaq2gp8AvgYcCnweRF5VkTeHEmyGJUtrYo7gtPhw4fjjuBkufxYLj+Wy09U7Ve2+yxeKSL/BDwDXA5cq6pnhbf/KZJkxhhjEiPbLYsvAE8C56rqLar6JICq9hBsbZxARArD/Rw7RGSXiHwqnL5URB4Skdbwd3nac24TkTYReU5EXpc2faOI7Awf+7yISK5/cDY6WnZHufic1dTUxB3ByXL5sVx+LJefqNqvbIvFG4DvqOpRABHJE5FiAFX91gzPOQZcrqrnAq8CrhaRC4FbgYdVtQl4OLyPiKwDrgfOBq4GviQiqat4fBm4CWgKf672+SN9LVy0KMrF52xsbCzuCE6Wy4/l8mO5/ETVfmVbLP4dKEq7XxxOm5EGUp16BeGPAtcBd4XT7wLeFN6+DrhPVY+pagfQBlwgIiuAUlXdosGlqe5Oe04kVq5O5lEOBw8ejDuCk+XyY7n8WC4/UbVfC7KcrzCt4UdVD6e2LGYTbhlsB9YAX1TVX4tItaruD5ezX0SWhbOvBB5Pe3p3OG0svD19uuv1biLYAqG2tpaWlhYAKisrKSwspLs7WMzixYupqamhtbUVgLy8PNasWcPevXsZHR1lRe1qjjHIcF4Zg/kVAFRN9FKgY/QsqAOgZHKY6oke2gvOBCBfx2kcb2Ht+g1Tr1tfX8/Q0BBDQ0MAVFdXIyL09vYCUFpaSkVFBR0dHQAUFBTQ0NBAR0fH1LeWhoYGBgYGGB4epr+/n+XLl6OqU0dilJWVUVZWNjUC5sKFC6mvr6e9vX3qpKHGxkb6+vqmdsjV1NQwNjY29WEvLy+ntLSUPXv2AFBYWMiqVatoa2tjcnISgKamJnp6ejhyJBh3pra2ltHRUfr7++nv76eiooLi4mK6uroAKCoqoq6ubuq9AGhubqarq4ujR48CUFdXx8jICAMDAzmtJ4DVq1czPDzM4OBgsJ6qqigoKKCnp4f+/n5KSkqorq6eOts2Pz+fxsZGOjs7OX78eCTrCZh1PfX398eynoBZ11NqnvleT8Cs6ymVa77XE8z+/5TKFcV6ql65iqNSRNeChmA9TY5QN9FJS8E6UprHdtOVX8/RvKAprhvvYERKWFG7mpaWlpzX00wkm+vIishjwAdT+ypEZCPwBVW9KOOTg/nLgB8CHwR+paplaY8Nqmq5iHwR2KKq94TTvw78FNgLfEZVrwynXwJ8VFWvne01N23apNu2bcsm3glueucf8dU3ZFtHX+raO9t48NHtOT03k4MHD1JVlbwjtSyXH8vl53TMde2lG3nw5twOgb3pp+N89Z7v5/zaIrJdVU8Y5zzbFvHPge+JSE94fwXwx9m+uKoOicgjBPsa+kRkRbhVsQI4EM7WTXAeR0ot0BNOr3VMj8xg/wEgeTuvSktL447gZLn8WC4/lstP0H7NvWxPynsCOBN4H/B+4CxVnfXrs4hUpc72FpEi4ErgWeAB4MZwthuBH4e3HwCuF5FFItJAsCN7a9hldUhELgyPgroh7TmRWLv+vCgXn7PUZm3SWC4/lsuP5fITVfvl09dyPlAfPmeDiKCqd88y/wrgrnC/RR6wWVV/IiJbgM0i8m6CLqa3AqjqLhHZDOwGxoFbVDU1Utf7gG8S7GT/WfhjjDFmnmRVLETkW0Aj8Bsg1YCnjkxyUtXfAhsc0weAK2Z4zu3A7Y7p24B5G8xw5PCh+XopL4WFhXFHcLJcfiyXH8vlJ6r2K9sti03AOs1mb/jLQOvuHXBJ8saHWrVqVdwRnCyXH8vlx3L5ad29I5LlZnuexdPA8kgSJND6jVkd5DXv2tra4o7gZLn8WC4/lstPVO1XtlsWlcBuEdlKcGY2AKr6xkhSxSwvPz/zTDFIHaOdNJbLj+XyY7n8RNV+ZVssPhnJqxtjjDklZHvo7KNAJ1AQ3n6CYGDBl6UdW38VdwSnpqamuCM4WS4/lsuP5fITVfuV7RDl7wHuB+4MJ60EfhRJogRoaF6XeaYYpIZGSBrL5cdy+bFcfqJqv7LdwX0LcDEwDFMXQlo26zNOYaVlS+OO4JQaRyZpLJcfy+XHcvmJqv3KtlgcU9XjqTsisoDgPAtjjDGngWyLxaMi8nGgKLz29veAB6OLFa/2Z3fGHcGptrY280wxsFx+LJcfy+UnqvYr22JxK3AQ2AncTDAarPMKeS8HxYuXxB3BKTWMcNJYLj+Wy4/l8hNV+5Xt0VCTqvovqvpWVX1LePtl2w21oq4+7ghOqbHuk8Zy+bFcfiyXn6jar2zHhurAsY9CVc+Y80TGGGMSx2dsqJRCgpFik3nI0Bzo3bcXNiyMO8YJKioq4o7gZLn8WC4/lstP7769kSw3226ogbSffar6z8DlkSRKgEMvDsYdwam4OOOVbGNhufxYLj+Wy09U7Ve2J+Wdl/azSUTeCyRzL/AcaFp3btwRnFLXTU4ay+XHcvmxXH6iar+y7Yb6x7Tb4wRDf7xtztMYY4xJpKyKhapeFnWQJDk8PBR3BKeioqK4IzhZLj+Wy4/l8hNV+5Xt0VD/72yPq+rn5iZOMrQ/+zRcmryLH9XV1cUdwcly+bFcfiyXn/Znn45kudmelLeJ4DrYK8Of9wLrCPZbvOz2XZx7/sVxR3BqaWmJO4KT5fJjufxYLj9RtV8+Fz86T1UPAYjIJ4Hvqep/jyRV3ETiTmCMMbmJqP3KdstiFXA87f5xoH7O0yTFy/fkdGPMy11E7Ve2WxbfAraKyA8JzuT+Q+DuSBIlwI4nHoPzkrfPorm5Oe4ITpbLj+XyY7n87HjisUiWm+1JebcDfwYMAkPAn6nq30WSKAEazzwn7ghOST2u23L5sVx+LJefqNqvbLuhAIqBYVW9A+gWkYZIEiVASWlZ3BGcjh49GncEJ8vlx3L5sVx+omq/sj2D+2+BjwG3hZMKgHsiSWSMMSZxst2y+EPgjcARAFXt4WV4yGxK6+4dcUdwSupx3ZbLj+XyY7n8RNV+ZVssjofXr1AAEVkcSZqEWPKK8rgjOI2MjMQdwcly+bFcfiyXn6jar2yLxWYRuRMoE5H3AP8O/EskiRJg+cpVcUdwGhgYiDuCk+XyY7n8WC4/UbVfGQ+dFREBvgucCQwDa4G/UdWHIklkjDEmcTIWC1VVEfmRqm4ETosCsb+rEzYUxh3jBJWVlXFHcLJcfiyXH8vlZ39XZyTLzbYb6nEROT+SBAk0cuRQ3BGcCguTV8DAcvmyXH4sl5+o2q9si8VlBAWjXUR+KyI7ReS3kSRKgMYz18cdwam7uzvuCE6Wy4/l8mO5/ETVfs1aLEQktafk9cAZBJdSvRa4Jvw923PrROQ/ReQZEdklIh8Opy8VkYdEpDX8XZ72nNtEpE1EnhOR16VN3xgWqDYR+Xy4H8UYY8w8ybRl8SMAVd0DfE5V96T/ZHjuOPARVT0LuBC4RUTWAbcCD6tqE/BweJ/wseuBs4GrgS+JSH64rC8DNwFN4c/Vfn+mn+GhF6JcfM4WL07mEcuWy4/l8mO5/ETVfmUqFunf4M/wWbCq7lfVJ8Pbh4BnCK6FcR1wVzjbXcCbwtvXAfep6jFV7QDagAtEZAVQqqpbwnM97k57TiQ6WnZHufic1dTUxB3ByXL5sVx+LJefqNqvTEdD6Qy3vYhIPbAB+DVQrar7ISgoIrIsnG0l8Hja07rDaWPh7enTXa9zE8EWCLW1tVMXJ6msrKSwsHCqj3Hx4sXU1NTQ2toKQF5eHmvWrGHv3r2Mjo5y9ZvfwTF+w3BeGYP5FQBUTfRSoGP0LAjO2iyZHKZ6oof2gjMByNdxGsdbWLt+w9Tr1tfXMzQ0xNDQEADV1dWICL29vQCUlpZSUVFBR0cHAAUFBTQ0NNDR0cHY2BgADQ0NDAwMMDw8TH9/P+eccw6qSl9fHwBlZWWUlZXR2dkJwMKFC6mvr6e9vZ2JiQkAGhsb6evr4/Dhw0DwIR8bG+PgwYMAlJeXU1payp49wcZiYWEhq1atoq2tjcnJSQCampro6enhyJEjpN7f0dFR+vv76e/vZ+3atRQXF08NrlZUVERdXd1LLhDT3NxMV1fX1Jg6dXV1jIyMTB2v7rueAFavXs3w8DCDg4PBeqqqoqCggJ6eHvr7+6mvr6e6upr29vZgPeXn09jYSGdnJ8ePH49kPQEsX758xvXU399PTU3NvK8ngIqKihnXU39/P5WVlfO+ngBKSkpmXE89PT1UVlbO+3qC2f+fOjs7qaysjGQ9Va9cxVEpomtBMARf0eQIdROdtBSsI6V5bDdd+fUczSsO1tN4ByNSwtVv/j1aWlpyXk8zEZ1l7HMRmSAY4kOAIiB1yqIQHFVbOuOTf7eMEuBR4HZV/YGIDKlqWdrjg6paLiJfBLao6j3h9K8DPwX2Ap9R1SvD6ZcAH1XVWfeZbNq0Sbdt25YpntMn/seH+fSG3pyee+2dbTz46PacnptJS0tLIodFtlx+LJef0zHXtZdu5MGbc7tMwieeWs6n/9cdOb+2iGxX1U3Tp8+6ZaGq+bM9nsWLFgDfB76tqj8IJ/eJyIpwq2IFcCCc3g2kD7ZSC/SE02sd0yMzGX6DSJq8PJ9BgueP5fJjufxYLj9RtV+R/bXhEUtfB55R1c+lPfQAcGN4+0bgx2nTrxeRReHw503A1rDL6pCIXBgu84a050Ri5/YtUS4+Z2vWJO+CTGC5fFkuP5bLT1TtV5Sl8WLgXcDlIvKb8OcNwGeBq0SkFbgqvI+q7gI2A7uBnwO3qGqqRL4P+BrBTu924GcR5qZp3blRLj5ne/fujTuCk+XyY7n8WC4/UbVf2V5W1Zuq/oqXHk2V7ooZnnM7cLtj+jZg3i5fV1yyhHA09kRJ7YRKGsvlx3L5sVx+gvZr7iWz080YY0yiWLFweG7nk3FHcJrtsLY4WS4/lsuP5fITVftlxcKhvHJZ5plikDo2PGkslx/L5cdy+Ymq/bJi4bBsRW3mmWKQOqEpaSyXH8vlx3L5iar9smJhjDEmIysWDvv2tMcdwamqqiruCE6Wy4/l8mO5/ETVflmxcDh+7FjcEZwKCgrijuBkufxYLj+Wy09U7ZcVC4eG5nWZZ4pBatC1pLFcfiyXH8vlJ6r2y4qFMcaYjKxYOAy9cDDuCE4lJSVxR3CyXH4slx/L5Seq9suKhUNXR1vcEZyqq6vjjuBkufxYLj+Wy09U7ZcVC4f1Gy+KO4JT6sIwSWO5/FguP5bLT1TtlxULY4wxGVmxcBgfOx53BKf8/JO6FlVkLJcfy+XHcvmJqv2yYuGw66mtcUdwamxsjDuCk+XyY7n8WC4/UbVfViwc1q7fEHcEp9RF5JPGcvmxXH4sl5+o2i8rFg6FRYvjjuB0/Hgyu8cslx/L5cdy+Ymq/bJiYYwxJiMrFg7P7NgWdwSn+vr6uCM4WS4/lsuP5fITVftlxcKhavnKuCM4DQ0NxR3ByXL5sVx+LJefqNovKxYOldUr4o7glNQPp+XyY7n8WC4/UbVfViyMMcZkZMXCoev51rgjOCV1LBrL5cdy+bFcfqJqvxZEstRT3OTkRNwRnEQk7ghOlsvPfOb6oz95F3v39WY1b+XScvpfGGTVyuV8/zvfijhZ9mw9+omq/bJi4bB6zZlAdv9g86m3t5fS0tK4Y5zAcvmZz1x79/Xyyj/7u6zmbSo8ROvoEn77rx+POJUfW49+gvZr7lk3lDHGmIxsy8LhhYN9cUdwSuK3GLBcvpKaa3giuKb08+3tnH/pVVk/L+puq6S+X0nNFVX7ZcXCobd7D7Aq7hgnqKioiDuCk+Xyk9Rc/WMLARib0Ky7roDIu62S+n4lNVfQfs09KxYO6zZcQBL3WXR0dNDc3Bx3jBNYLj8nk8tnh3XwWp28Mst5zyg8QuvokpxyRenluB6jFLRfc8+KhTGnEJ8d1gDP3fa2CNOY04nt4HY4fmw07ghOBQUFcUdwslx+kpprTJPZHCT1/Upqrqjar2R+OmKW1IEEGxoa4o7gZLn8JDVX57FkDs2f1PcrqblOuYEEReQbInJARJ5Om7ZURB4Skdbwd3naY7eJSJuIPCcir0ubvlFEdoaPfV7m4UyYs87dFPVL5KSjoyPuCE6Wy09Sc9UvOhJ3BKekvl9JzRVV+xXlPotvAl8A7k6bdivwsKp+VkRuDe9/TETWAdcDZwM1wL+LSLOqTgBfBm4CHgd+ClwN/CzC3CxcVBjl4nM2NjYWdwQny+UnqbkKZDKn50V9qG1S36+k5oqq/YqsWKjqf4lI/bTJ1wGvDW/fBTwCfCycfp+qHgM6RKQNuEBEOoFSVd0CICJ3A28i4mJhjMle0g61NdGY730W1aq6HyD8vSycvhLoSpuvO5y2Mrw9fXqkdkd0wfOTldQ+UsvlJ6m5nh+1fRY+kporqvYrKYfOuvZD6CzT3QsRuYmgy4ra2lpaWloAqKyspLCwkO7uoO4sXryYmpoaWluD0Rnz8vJYs2YNe/fuZXR0lIsufz3HaGM4r4zB/ODEm6qJXgp0jJ4FdQCUTA5TPdFDe0EwDku+jtM43sLa9RumXre+vp6hoaGpce+rq6sREXp7g+PkS0tLqaiomOr7LCgooKGhgY6OjqlN3IaGBgYGBhgeHubQoUM0NTWhqvT1BWdplpWVUVZWNnXx+IULF1JfX097ezsTE8GAYo2NjfT19XH48GEAampqGBsb4+DBgwCUl5dTWlrKnj3ByTyFhYWsWrWKtrY2JieDrommpiZ6eno4ciTo166trWV0dJT+/n4OHTpEfX09xcXFdHUFNb+oqIi6urqp9wKgubmZrq4ujh49CkBdXR0jIyMMDAzktJ4AVq9ezfDwMIODg8F6qqqioKCAnp4eDh06xIoVK6iurqa9vT1YT/n5NDY20tnZOXUN5bleTwDLly+fcT0dOnSIiooK6uvr+au//RRHRoL34/HtT7GmoZ7KpcGuvN0tbRQuWsQZq4PP3L79vfQf7Kep8BAAo5P5dB0vpnHRYfIk+LdoHS2hpmCUxfnjwXtasZTy/ONUFhwDYGB8ISMTC6hbNALAyGQ++44Xs6bwEEvyxjk0GTQJKxeOUJwXfH66jhVTnD9OxYLg/eofW8So5lG7MMh9wcZXAUpTYfD5mlSh/VgJdQtHKAyXsedYMaX545QvOM6SCzYyODg4tZ4ASkpKZlxPAwMDLFmyZN7XE8z+/7R//36WLFky5/9PANUrV3FUiuhaEBSkoskR6iY6aSlYR0rz2G668us5mlcMQN14ByNSwkWXn01LS0vO/08zEdUZ296TFnZD/URVzwnvPwe8VlX3i8gK4BFVXSsitwGo6mfC+X4BfBLoBP5TVc8Mp789fP7NmV5706ZNum1bbkcFfOJ/fJhPb8jtpLxr72zjwUe35/TcTFpaWhJ5EpDl8pOe6/xLr/LqwvnebW/jrZ/ZHMn8qYEEo3wNCLqhnnj0oaznPxXW41y79tKNPHjzmpye+4mnlvPp/3VHzq8tIttV9YS95PPdDfUAcGN4+0bgx2nTrxeRRSLSADQBW8OuqkMicmF4FNQNac8xxhgzTyLrhhKRewl2ZleKSDfwt8Bngc0i8m5gL/BWAFXdJSKbgd3AOHBLeCQUwPsIjqwqItixHfnO7T1tz8KGsqhfxtvy5cvjjuBkufwkNdf+4/NzFKDv0VPrz2riG1/5UoSJcpPU9bin7dlIlhvl0VBvn+GhK2aY/3bgdsf0bcA5cxgto7y8/Pl8uaxF2WV4MiyXn6Tmypuna/n4Hj3V++A/Rpgmd4ldjxG1X3YGt0PdGU1xR3BK7YRLGsvlJ6m5qguSOcxN0xn1cUdwSup6jKr9smJhjDEmIysWDv19++OO4FRWVhZ3BCfL5SepuYbGkzkw3v6+g3FHcErqeoyq/bJi4XCwd1/cEZyS+uG0XH6SmmtoYmHcEZx6epPZ3ZPU9RhV+2XFwiGpAwmmThRKGsvlJ6m5kjqQ4MZz5/X4lqwldT1G1X5ZsTDGGJNRUob7SJTRo8n8hrVwYTK7CSxXINtLnm5Yv46ndu4G/C57GrVjk8n87jgSDg+TNEn93EfVflmxcHhu51Pw6txOtY9SfX193BGcLFcg20ueTgCvDHsKknTZ073HkzmQYKqwJk1SP/fP7XwqkuUm86tEzM6O6ILnJys1yFrSWC4/DYsOxx3BKam5zt+QlG2vl0rq5yuq9suKhcOCgmRuXqZGvUway+VngSTzzN+k5lqY0GtdJ/bzFVH7ZcXCGGNMRrbPwmHn9i2wIXkXNmlsbIw7gpPl8tM+WhJ3BKek5rr3e9/nsa1+w/77Xro1F0n9fO3cviWS5VqxcKhrWEOwGzJZ+vr6qKmpiTvGCSyXn2UFo/SOFcUd4wRJzbXurLM444//2us583Hp1qR+voL2a+5ZN5RD2dKquCM4pa50lzSWy8+S8Cp2SZPUXDXLq+OO4JTUz1dU7ZcVC2OMMRlZsXDoaEnmcd1J3OQFy+Wr53jyunogubm2PvmbuCM4JfXzFVX7ZfssHBYuWhR3BKfUReeT5uWaK9szslOyPRt7gUzmHipCSc1VXJjMIpbUz31U7ZcVC4eVqxuB7BuJ+XLw4EHKy8vjjnGCl2uubM/ITsn2bOxlBcd4MYEjvCY11znr1sYdwSmpn/ug/Zp71g1ljDEmI9uycDiwvxs2JO+tSeK3GLBcvgbHk/ftHZKbq71jD2df6vec59vbOf/Sq7KeP5fzMpL6+TqwvzuS5SavRUyAwf4DQPJ2XpWWlsYdwcly+RmeSOa/XVJzdffs52zP54xNqFcXYi7nZST18xW0X3PPuqEc1q4/L+4ITnv27Ik7gpPl8rN60UjcEZySmuvSiy+MO4JTUj9fUbVfViyMMcZklMztzpiNHD4UdwSnwsLCuCM4nSq5ojoU1tfoZH4ESz15Sc019OIwy+MO4ZDUz31U7ZcVC4fW3TvgkuRd/GjVqlVxR3A6VXJFdSisr67jxZEs92QlNdf/3rKVt74x7hQnSurnvnX3jkiWa91QDus3XhR3BKe2tra4IzhZLj+NCb3IUFJzveGqy+KO4JTUz1dU7ZdtWTjk5Sdzc3xyMpln2FouP3kJvchQUnPlz8P/Yy6H2n7mk34j4c6XqNovKxbGmNPefBxqe6qzbiiHHVt/FXcEp6amprgjOFkuP60JvchQUnP95BcPxx3BKamfr6jaL9uycGhoXgccjzvGCXp6eli5cmXcMU4QR65sjmw6q3kNz7T8rl85qqObfNUUjNKTwIsMJTXX+eedG3eEEzzf3s6NN73/JZ+vTObj6n2Qar/mnhULh9KypSRxIMEjR47EHcEpjlzZHNnUVHiIgouXTN2P6ugmX4vzxyGBA5YmNVd1VWXcEU4wNqGsu+KtL/l8ZTJfXVdB+zX3rBvKGGNMRlYsHNqf3Rl3BKfa2tq4IzglNVd3Qi/mY7n8bHniybgjOCX1/Yqq/TpluqFE5GrgDiAf+Jqqfjaq1ypenP2m5XwaHR2luDh5J07NRa4ozq4ulEmOnlSqaFguP2UJHbDP9/3yOTx3qLWNbU8eYtN5G7xzRdV+nRLFQkTygS8CVwHdwBMi8oCqRnL9wBV19SRxn0V/fz9Ll0bTH3ky5iJXFGdXVxYcYzCBF/OxXH7OWpu80RTA//3yOTz3iX+8gaOjuQ3sGLRfc++UKBbABUCbqj4PICL3AdcBybxYdsL5fovv7dnH8pqZj3a6+IKNPLZ1u9dzpkvKkUrGJMWRkSP87//zeNbzFxUuymlLJFuimsyzNtOJyFuAq1X1v4f33wX8nqp+YNp8NwE3hXfXAs/l+JKVQH+Oz42S5fJjufxYLj8v11yrVbVq+sRTZctCHNNOqHKq+lXgqyf9YiLbVHXTyS5nrlkuP5bLj+Xyc7rlOlWOhuoG6tLu1wI9MWUxxpjTzqlSLJ4AmkSkQUQWAtcDD8ScyRhjThunRDeUqo6LyAeAXxAcOvsNVd0V4UuedFdWRCyXH8vlx3L5Oa1ynRI7uI0xxsTrVOmGMsYYEyMrFsYYYzKyYhESkToR+U8ReUZEdonIh+POlCIihSKyVUR2hNk+FXemFBHJF5GnROQncWdJJyKdIrJTRH4jItvizpMiImUicr+IPBt+1mK/hq+IrA3fp9TPsIj8edy5AETkL8LP/NMicq+IFMadCUBEPhxm2hXneyUi3xCRAyLydNq0pSLykIi0hr/L5+K1rFj8zjjwEVU9C7gQuEVEohkY3t8x4HJVPRd4FXC1iFwYb6QpHwaeiTvEDC5T1Vcl7Fj4O4Cfq+qZwLkk4L1T1efC9+lVwEZgBPhhvKlARFYCHwI2qeo5BAe3XB9vKhCRc4D3EIwscS5wjYjEdSWkbwJXT5t2K/CwqjYBD4f3T5oVi5Cq7lfVJ8Pbhwj+iRNxpSENHA7vFoQ/sR+ZICK1wB8AX4s7y6lAREqB1wBfB1DV46o6FGuoE10BtKvqnriDhBYARSKyACgmGedXnQU8rqojqjoOPAr8YRxBVPW/gBemTb4OuCu8fRfwprl4LSsWDiJSD2wAfh1zlClhd89vgAPAQ6qahGz/DHwUmIw5h4sCvxSR7eEwMElwBnAQ+New6+5rIrI47lDTXA/cG3cIAFXdB/wDsBfYD7yoqr+MNxUATwOvEZEKESkG3sBLTxqOW7Wq7ofgSzCwbC4WasViGhEpAb4P/LmqDsedJ0VVJ8JuglrggnBTODYicg1wQFW3Z5w5Hher6nnA6wm6FF8TdyCCb8nnAV9W1Q3AEeaoi2AuhCe8vhH4XtxZAMK+9uuABqAGWCwi74w3FajqM8DfAw8BPwd2EHRjv6xZsUgjIgUEheLbqvqDuPO4hN0Wj3BiP+V8uxh4o4h0AvcBl4vIPfFG+h1V7Ql/HyDof78g3kRAMGxNd9pW4f0ExSMpXg88qap9cQcJXQl0qOpBVR0DfgC8OuZMAKjq11X1PFV9DUE3UGvcmdL0icgKgPD3gblYqBWLkIgIQV/yM6r6ubjzpBORKhEpC28XEfwTPRtnJlW9TVVrVbWeoOviP1Q19m99ACKyWESWpG4D/42g6yBWqtoLdInI2nDSFSRrmP23k5AuqNBe4EIRKQ7/P68gAQcEAIjIsvD3KuDNJOt9ewC4Mbx9I/DjuVjoKTHcxzy5GHgXsDPcNwDwcVX9aXyRpqwA7govApUHbFbVRB2qmjDVwA+D9oUFwHdU9efxRpryQeDbYZfP88CfxZwHgLDv/Srg5rizpKjqr0XkfuBJgm6ep0jOEBvfF5EKYAy4RVUH4wghIvcCrwUqRaQb+Fvgs8BmEXk3QcF965y8lg33YYwxJhPrhjLGGJORFQtjjDEZWbEwxhiTkRULY4wxGVmxMMYYk5EVC2NyJCKPiMjrpk37cxH50izzJ2lQQ2OyZsXCmNzdy4mjoCZmbCVj5pIVC2Nydz/B8NSLYGoAyhrgT0Rk22zXHhGRw2m33yIi3wxvV4nI90XkifDn4sj/CmOyYMXCmByp6gCwld+N03U98F3gr8JraLwSuFREXumx2DuAf1LV84E/woZ/Nwlhw30Yc3JSXVE/Dn//P8DbwmHRFxAM1bIO+G2Wy7sSWBcOVQJQKiJLwmusGBMbKxbGnJwfAZ8TkfOAImAQ+EvgfFUdDLuXXJcCTR9nJ/3xPOAiVT0aTVxjcmPdUMachPAKho8A3yDYyigluE7FiyJSTTDst0ufiJwlInm89CprvwQ+kLojIq+KILYx3qxYGHPy7iW4FvN9qrqDYHTUXQQF5LEZnnMr8BPgPwiuApfyIWCTiPxWRHYD740stTEebNRZY4wxGdmWhTHGmIysWBhjjMnIioUxxpiMrFgYY4zJyIqFMcaYjKxYGGOMyciKhTHGmIz+L+HbMD4ZHkQNAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a|5.0|[2,10]|Variable)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter-Distribution.ipynb b/ipynb/Parameter-Distribution.ipynb new file mode 100644 index 0000000..418e459 --- /dev/null +++ b/ipynb/Parameter-Distribution.ipynb @@ -0,0 +1,743 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(p|5.0|[0.01,10]|Variable)" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Distribution:\n", + " def __init__(self, name: str, **params):\n", + " \"\"\"\n", + " Unified distribution object to encapsulate name and parameters.\n", + "\n", + " :param name: Name of the distribution (e.g., 'normal', 'uniform').\n", + " :param params: Parameters specific to the distribution.\n", + " \"\"\"\n", + " self.name = name\n", + " self.params = params\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the distribution to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"params\": self.params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Distribution instance from a dictionary.\"\"\"\n", + " return cls(name=data[\"name\"], **data.get(\"params\", {}))\n", + "\n", + " def generate_value(self, range: Tuple[float, float]) -> float:\n", + " \"\"\"\n", + " Generate a value based on the distribution within the specified range.\n", + "\n", + " :param range: Tuple specifying the minimum and maximum values.\n", + " :return: Generated value.\n", + " \"\"\"\n", + " min_val, max_val = range\n", + "\n", + " if self.name == \"normal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.name == \"truncated_gauss\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.name == \"weibull\":\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.name == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.name == \"exponential\":\n", + " rate = self.params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.name == \"lognormal\":\n", + " mean = self.params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.name == \"beta\":\n", + " alpha = self.params.get(\"alpha\", 2.0)\n", + " beta = self.params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.name == \"gamma\":\n", + " shape = self.params.get(\"shape\", 2.0)\n", + " scale = self.params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.name == \"cauchy\":\n", + " location = self.params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.name}\")\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, \n", + " range: Optional[Tuple[float, float]] = None, \n", + " distribution: Optional[Distribution] = None):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution object for the parameter (optional)\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = \"Constant\" if range is None else \"Variable\"\n", + " self.distribution = distribution or (Distribution(\"uniform\") if self.type == \"Variable\" else None)\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = Distribution(\"uniform\")\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution.to_dict() if self.distribution else None\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " distribution = None\n", + " if data.get(\"distribution\"):\n", + " distribution = Distribution.from_dict(data[\"distribution\"])\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=distribution\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.distribution.generate_value(self.range)\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.distribution.generate_value(self.range) for _ in range(n)]\n", + "\n", + " @property\n", + " def min(self):\n", + " return self.range[0]\n", + "\n", + " @property\n", + " def max(self):\n", + " return self.range[1]\n", + "\n", + " def __repr__(self): \n", + " return f\"({self.name}|{self.value}|[{self.min:.2g},{self.max:.2g}]|{self.type})\"\n", + " \n", + "p = Parameter(name=\"p\", value=5.0, range=(0.01, 10.00))\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(c|[0.01,10]|Constant)" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = Parameter(name=\"c\", value=5.0, range=(0.01, 10.00))\n", + "c.type = \"Constant\"\n", + "c" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"uniform\",\n", + " \"params\": {}\n", + " }\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": {\n", + " \"name\": \"truncated_gauss\",\n", + " \"params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + " }\n", + "}\n", + "Sampled values: [5.7667888755376255, 3.2479390279082656, 5.035071821198028, 4.598583463103936, 4.064578129249474, 5.363404966363504, 4.235041205571819, 6.0385295350713974, 4.117332446314261, 4.522212541546948]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None}\n" + ] + } + ], + "source": [ + " \n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.799210797599715,\n", + " 5.755498633567005,\n", + " 5.763382298546603,\n", + " 3.5296339288550307,\n", + " 1.1440527575793535,\n", + " 0.21369500965490507,\n", + " 5.952611280732745,\n", + " 4.6413879745004145,\n", + " 9.533024997835293,\n", + " 2.4652812882509156]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=5.0, std_dev=1.0)\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"uniform\")\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "#param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "print(param_distributed.range)\n", + "param_distributed.range = [2,4]\n", + "sampled_values2 = param_distributed.sample_values(10000)\n", + "\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 1.0)" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "user_param.range" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "j = param_distributed.to_json()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.Parameter at 0x7f38aacaa390>" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter.from_json(j)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = param_distributed.sample_values(10000)\n", + "sampled_values2 = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.hist(sampled_values2, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<__main__.Parameter at 0x7f38aabda2d0>" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Parameter(\n", + " name=\"a\",\n", + " value=5.0,\n", + " range=(2.0, 10.0),\n", + " #distribution=Distribution(\"truncated_gauss\", mean=7.0, std_dev=1.0)\n", + ")\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(2.0, 10.0)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sampled_values = p.sample_values(10000)\n", + "print(param_distributed.range)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Parameter.ipynb b/ipynb/Parameter.ipynb new file mode 100644 index 0000000..b2101d1 --- /dev/null +++ b/ipynb/Parameter.ipynb @@ -0,0 +1,529 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"name\": \"constant_param\",\n", + " \"value\": 10.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null,\n", + " \"distribution_params\": {}\n", + "}\n", + "{\n", + " \"name\": \"variable_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": \"uniform\",\n", + " \"distribution_params\": {}\n", + "}\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": [\n", + " 0.0,\n", + " 10.0\n", + " ],\n", + " \"type\": \"Variable\",\n", + " \"distribution\": \"truncated_gauss\",\n", + " \"distribution_params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + "}\n", + "Sampled values: [4.3430757854041735, 5.881653281896333, 4.999140743389638, 5.513081171194443, 6.254041631976422, 3.7622151115400717, 5.323395590018229, 5.97894188451846, 4.817154592448967, 4.306666073157078]\n", + "{\n", + " \"name\": \"distributed_param\",\n", + " \"value\": 5.0,\n", + " \"range\": null,\n", + " \"type\": \"Constant\",\n", + " \"distribution\": null,\n", + " \"distribution_params\": {\n", + " \"mean\": 5.0,\n", + " \"std_dev\": 1.0\n", + " }\n", + "}\n", + "Sampled values after type change: [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]\n", + "{'name': 'distributed_param', 'value': 5.0, 'range': None, 'type': 'Constant', 'distribution': None, 'distribution_params': {'mean': 5.0, 'std_dev': 1.0}}\n" + ] + } + ], + "source": [ + "import json\n", + "from typing import Dict, Optional, Tuple, List\n", + "import random\n", + "\n", + "class Parameter:\n", + " def __init__(self, name: str, value: float, range: Optional[Tuple[float, float]] = None, distribution: Optional[str] = None, **distribution_params):\n", + " \"\"\"\n", + " Unified class for a parameter.\n", + "\n", + " :param name: Name of the parameter\n", + " :param value: Value of the parameter\n", + " :param range: Range of the parameter (optional)\n", + " :param distribution: Distribution of the parameter (optional)\n", + " :param distribution_params: Additional parameters for the distribution\n", + " \"\"\"\n", + " self.name = name\n", + " self.value = value\n", + " self.range = range\n", + " self.type = \"Constant\" if range is None else \"Variable\"\n", + " self.distribution = distribution or (\"uniform\" if self.type == \"Variable\" else None)\n", + " self.distribution_params = distribution_params\n", + "\n", + " def set_type(self, new_type: str):\n", + " \"\"\"\n", + " Change the type of the parameter to \"Constant\" or \"Variable\".\n", + "\n", + " :param new_type: The new type to set (\"Constant\" or \"Variable\").\n", + " \"\"\"\n", + " if new_type not in [\"Constant\", \"Variable\"]:\n", + " raise ValueError(\"Type must be 'Constant' or 'Variable'\")\n", + "\n", + " self.type = new_type\n", + "\n", + " if self.type == \"Constant\":\n", + " self.range = None\n", + " self.distribution = None\n", + " elif self.type == \"Variable\" and not self.distribution:\n", + " self.distribution = \"uniform\"\n", + "\n", + " def to_dict(self) -> Dict:\n", + " \"\"\"Convert the parameter to a dictionary.\"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"value\": self.value,\n", + " \"range\": self.range,\n", + " \"type\": self.type,\n", + " \"distribution\": self.distribution,\n", + " \"distribution_params\": self.distribution_params\n", + " }\n", + "\n", + " @classmethod\n", + " def from_dict(cls, data: Dict):\n", + " \"\"\"Create a Parameter instance from a dictionary.\"\"\"\n", + " return cls(\n", + " name=data[\"name\"],\n", + " value=data[\"value\"],\n", + " range=data.get(\"range\"),\n", + " distribution=data.get(\"distribution\"),\n", + " **data.get(\"distribution_params\", {})\n", + " )\n", + "\n", + " def to_json(self) -> str:\n", + " \"\"\"Serialize the parameter to a JSON string.\"\"\"\n", + " return json.dumps(self.to_dict(), indent=4)\n", + "\n", + " @classmethod\n", + " def from_json(cls, json_str: str):\n", + " \"\"\"Create a Parameter instance from a JSON string.\"\"\"\n", + " data = json.loads(json_str)\n", + " return cls.from_dict(data)\n", + "\n", + " def generate_value(self) -> float:\n", + " \"\"\"\n", + " Generate a value based on the defined distribution within the range.\n", + " \"\"\"\n", + " if self.type == \"Constant\" or not self.range or not self.distribution:\n", + " return self.value\n", + "\n", + " min_val, max_val = self.range\n", + "\n", + " if self.distribution == \"normal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " return max(min(random.gauss(mean, std_dev), max_val), min_val)\n", + "\n", + " elif self.distribution == \"truncated_gauss\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " std_dev = self.distribution_params.get(\"std_dev\", (max_val - min_val) / 6)\n", + " value = random.gauss(mean, std_dev)\n", + " while not (min_val <= value <= max_val):\n", + " value = random.gauss(mean, std_dev)\n", + " return value\n", + "\n", + " elif self.distribution == \"weibull\":\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 2)\n", + " shape = self.distribution_params.get(\"shape\", 1.5)\n", + " return max(min(min_val + random.weibullvariate(scale, shape), max_val), min_val)\n", + "\n", + " elif self.distribution == \"uniform\":\n", + " return random.uniform(min_val, max_val)\n", + "\n", + " elif self.distribution == \"exponential\":\n", + " rate = self.distribution_params.get(\"rate\", 1.0)\n", + " return max(min_val, min(random.expovariate(rate), max_val))\n", + "\n", + " elif self.distribution == \"lognormal\":\n", + " mean = self.distribution_params.get(\"mean\", (min_val + max_val) / 2)\n", + " sigma = self.distribution_params.get(\"sigma\", (max_val - min_val) / 6)\n", + " return max(min_val, min(random.lognormvariate(mean, sigma), max_val))\n", + "\n", + " elif self.distribution == \"beta\":\n", + " alpha = self.distribution_params.get(\"alpha\", 2.0)\n", + " beta = self.distribution_params.get(\"beta\", 5.0)\n", + " return min_val + (random.betavariate(alpha, beta) * (max_val - min_val))\n", + "\n", + " elif self.distribution == \"gamma\":\n", + " shape = self.distribution_params.get(\"shape\", 2.0)\n", + " scale = self.distribution_params.get(\"scale\", 1.0)\n", + " return max(min_val, min(random.gammavariate(shape, scale), max_val))\n", + "\n", + " elif self.distribution == \"cauchy\":\n", + " location = self.distribution_params.get(\"location\", (min_val + max_val) / 2)\n", + " scale = self.distribution_params.get(\"scale\", (max_val - min_val) / 4)\n", + " value = random.uniform(location - scale, location + scale)\n", + " return max(min_val, min(value, max_val))\n", + "\n", + " else:\n", + " raise ValueError(f\"Unsupported distribution: {self.distribution}\")\n", + "\n", + " def sample_value(self) -> float:\n", + " \"\"\"\n", + " Sample and update the value based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return self.value\n", + " self.value = self.generate_value()\n", + " return self.value\n", + "\n", + " def sample_values(self, n: int) -> List[float]:\n", + " \"\"\"\n", + " Generate n sampled values based on the defined distribution.\n", + " \"\"\"\n", + " if self.type == \"Constant\":\n", + " return [self.value] * n\n", + " return [self.generate_value() for _ in range(n)]\n", + "\n", + "# Beispiel: Parameter erstellen und als JSON speichern\n", + "param_constant = Parameter(name=\"constant_param\", value=10.0)\n", + "print(param_constant.to_json())\n", + "\n", + "param_variable = Parameter(name=\"variable_param\", value=5.0, range=(0.0, 10.0))\n", + "print(param_variable.to_json())\n", + "\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "sampled_values = param_distributed.sample_values(10)\n", + "print(f\"Sampled values: {sampled_values}\")\n", + "\n", + "# Typänderung\n", + "param_distributed.set_type(\"Constant\")\n", + "print(param_distributed.to_json())\n", + "\n", + "# Sampling nach Typänderung\n", + "sampled_values_constant = param_distributed.sample_values(10)\n", + "print(f\"Sampled values after type change: {sampled_values_constant}\")\n", + "\n", + "# JSON-Import\n", + "loaded_param = Parameter.from_json(param_distributed.to_json())\n", + "print(loaded_param.to_dict())" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_constant.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[3.2288197217209404,\n", + " 3.58441146087654,\n", + " 6.782290819011916,\n", + " 3.227749891770965,\n", + " 8.990818689570329,\n", + " 2.6103247862758785,\n", + " 1.7284143831440868,\n", + " 2.5436121421407543,\n", + " 8.974300707663653,\n", + " 6.679707579085954]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_variable.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param_distributed.sample_values(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"uniform\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# Plot als Histogramm\n", + "param_distributed = Parameter(\n", + " name=\"distributed_param\",\n", + " value=5.0,\n", + " range=(0.0, 10.0),\n", + " distribution=\"truncated_gauss\",\n", + " mean=5.0,\n", + " std_dev=1.0\n", + ")\n", + "param_distributed.type = \"Constant\"\n", + "sampled_values = param_distributed.sample_values(10000)\n", + "plt.hist(sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of Sampled Values')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Beispiel mit einer Beta-Verteilung\n", + "user_param = Parameter(\n", + " name=\"user_distributed_param\",\n", + " value=0.5, # Initialwert\n", + " range=(0.0, 1.0), # Wertebereich\n", + " distribution=\"beta\",\n", + " alpha=2.0, # Alpha-Parameter der Beta-Verteilung\n", + " beta=3.0 # Beta-Parameter der Beta-Verteilung\n", + ")\n", + "\n", + "# JSON-Export\n", + "#print(user_param.to_json())\n", + "\n", + "# Sampling von mehreren Werten\n", + "user_sampled_values = user_param.sample_values(10000)\n", + "#print(f\"User sampled values: {user_sampled_values}\")\n", + "\n", + "# Plot als Histogramm\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.hist(user_sampled_values, bins=20, edgecolor='black', alpha=0.7)\n", + "plt.title('Histogram of User Sampled Values (Beta Distribution)')\n", + "plt.xlabel('Value')\n", + "plt.ylabel('Frequency')\n", + "plt.grid(True, linestyle='--', alpha=0.6)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Pud.ipynb b/ipynb/Pud.ipynb new file mode 100644 index 0000000..48a6279 --- /dev/null +++ b/ipynb/Pud.ipynb @@ -0,0 +1,647 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "import warnings\n", + "warnings.simplefilter(action='ignore', category=FutureWarning)\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.metadata import extract_name_unit\n", + "from sdata.timestamp import TimeStamp\n", + "import uuid\n", + "import openpyxl\n", + "import matplotlib.pyplot as plt\n", + "import datetime\n", + "import re\n", + "import requests\n", + "modulepath = os.getcwd()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/projects/sdata/tests/io/pud/ut_flat.txt\n", + "(Data 'UT_FLAT':7672ad7d9b9f58ecb59a8221b762a7a4)\n", + "(Metadata'N.N.':39 ['sdata_version', 'name', 'uuid', 'WERKSTOFF_NORM_NAME', 'WERKSTOFFNUMMER_NORM', 'MATERIALNAME', 'PRUEFUNG', 'PROBENIDENTNUMMER', 'PROBENGEOMETRIE', 'ENTNAHMERICHTUNG', 'VORVERFORMUNG_SOLL <%>', 'VORVERFORMUNG_IST <%>', 'VORVERFORMUNGSRICHTUNG', 'WAERMEBEHANDLUNG', 'PROBENBREITE_IST ', 'PROBENDICKE_IST ', 'MESSLAENGE_IST ', 'MESSLAENGE_IST_FD ', 'PRUEFTEMPERATUR_SOLL ', 'PRUEFGESCHWINDIGKEIT_SOLL ', 'PRUEFGESCHWINDIGKEIT_IST ', 'DEHNRATE_SOLL <1/s>', 'DEHNRATE_IST <1/s>', 'AUFTRAG', 'PRUEFDATUM ', 'PRUEFER', 'PRUEFSTELLE', 'BEMERKUNG', 'l0', 'width', 'thickness', 'area', 'actual_testing_temperature', 'sample_direction', 'nominal_pre_deformation', 'actual_pre_deformation', 'nominal_strain_rate', 'actual_strain_rate', 'place_of_test'])\n", + " ZEIT KRAFT WEG BREITENAENDERUNG WEG_FD \n", + "index \n", + "27 1.2372 192.181 -0.0235 0.0012 -0.0235\n", + "28 1.2772 198.325 -0.0231 0.0012 -0.0231\n", + "29 1.2972 201.397 -0.0227 0.0012 -0.0227\n", + "30 1.3172 205.152 -0.0224 0.0013 -0.0224\n", + "31 1.3572 211.638 -0.0220 0.0013 -0.0220\n" + ] + } + ], + "source": [ + "filepath = os.path.join(modulepath, \"..\", \"tests\", \"io\", \"pud\", \"ut_flat.txt\")\n", + "print(os.path.abspath(filepath))\n", + "from sdata.iolib.pud import Pud\n", + "\n", + "pud = Pud.from_file(filepath)\n", + "print(pud)\n", + "print(pud.metadata)\n", + "print(pud.df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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WERKSTOFF_NORM_NAMEWERKSTOFF_NORM_NAMEHC340LAstr-
WERKSTOFFNUMMER_NORMWERKSTOFFNUMMER_NORMNaNfloat-
MATERIALNAMEMATERIALNAMEHC340LAstr-
PRUEFUNGPRUEFUNGFLIESSKURVEstr-
PROBENIDENTNUMMERPROBENIDENTNUMMERid0815str-
PROBENGEOMETRIEPROBENGEOMETRIENaNfloat-
ENTNAHMERICHTUNGENTNAHMERICHTUNGQuer (90deg)str-
VORVERFORMUNG_SOLL <%>VORVERFORMUNG_SOLL <%>0str-
VORVERFORMUNG_IST <%>VORVERFORMUNG_IST <%>NaNfloat-
VORVERFORMUNGSRICHTUNGVORVERFORMUNGSRICHTUNGUnverformtstr-
WAERMEBEHANDLUNGWAERMEBEHANDLUNGOstr-
PROBENBREITE_IST <mm>PROBENBREITE_IST <mm>20.104str-
PROBENDICKE_IST <mm>PROBENDICKE_IST <mm>0.754str-
MESSLAENGE_IST <mm>MESSLAENGE_IST <mm>80.0str-
MESSLAENGE_IST_FD <mm>MESSLAENGE_IST_FD <mm>80.0str-
PRUEFTEMPERATUR_SOLL <K>PRUEFTEMPERATUR_SOLL <K>293str-
PRUEFGESCHWINDIGKEIT_SOLL <mm/s>PRUEFGESCHWINDIGKEIT_SOLL <mm/s>0.33str-
PRUEFGESCHWINDIGKEIT_IST <mm/s>PRUEFGESCHWINDIGKEIT_IST <mm/s>0.33str-
DEHNRATE_SOLL <1/s>DEHNRATE_SOLL <1/s>0.005str-
DEHNRATE_IST <1/s>DEHNRATE_IST <1/s>0.005str-
AUFTRAGAUFTRAGNaNfloat-
PRUEFDATUM <tt.mm.jjjj>PRUEFDATUM <tt.mm.jjjj>19.03.2017str-
PRUEFERPRUEFEROttostr-
PRUEFSTELLEPRUEFSTELLELab1str-
BEMERKUNGBEMERKUNGno commentstr-
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widthwidthNaNfloat-
thicknessthicknessNaNfloat-
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "sdata_version sdata_version \n", + "name name \n", + "uuid uuid \n", + "WERKSTOFF_NORM_NAME WERKSTOFF_NORM_NAME \n", + "WERKSTOFFNUMMER_NORM WERKSTOFFNUMMER_NORM \n", + "MATERIALNAME MATERIALNAME \n", + "PRUEFUNG PRUEFUNG \n", + "PROBENIDENTNUMMER PROBENIDENTNUMMER \n", + "PROBENGEOMETRIE PROBENGEOMETRIE \n", + "ENTNAHMERICHTUNG ENTNAHMERICHTUNG \n", + "VORVERFORMUNG_SOLL <%> VORVERFORMUNG_SOLL <%> \n", + "VORVERFORMUNG_IST <%> VORVERFORMUNG_IST <%> \n", + "VORVERFORMUNGSRICHTUNG VORVERFORMUNGSRICHTUNG \n", + "WAERMEBEHANDLUNG WAERMEBEHANDLUNG \n", + "PROBENBREITE_IST PROBENBREITE_IST \n", + "PROBENDICKE_IST PROBENDICKE_IST \n", + "MESSLAENGE_IST MESSLAENGE_IST \n", + "MESSLAENGE_IST_FD MESSLAENGE_IST_FD \n", + "PRUEFTEMPERATUR_SOLL PRUEFTEMPERATUR_SOLL \n", + "PRUEFGESCHWINDIGKEIT_SOLL PRUEFGESCHWINDIGKEIT_SOLL \n", + "PRUEFGESCHWINDIGKEIT_IST PRUEFGESCHWINDIGKEIT_IST \n", + "DEHNRATE_SOLL <1/s> DEHNRATE_SOLL <1/s> \n", + "DEHNRATE_IST <1/s> DEHNRATE_IST <1/s> \n", + "AUFTRAG AUFTRAG \n", + "PRUEFDATUM PRUEFDATUM \n", + "PRUEFER PRUEFER \n", + "PRUEFSTELLE PRUEFSTELLE \n", + "BEMERKUNG BEMERKUNG \n", + "l0 l0 \n", + "width width \n", + "thickness thickness \n", + "area area \n", + "actual_testing_temperature actual_testing_temperature \n", + "sample_direction sample_direction \n", + "nominal_pre_deformation nominal_pre_deformation \n", + "actual_pre_deformation actual_pre_deformation \n", + "nominal_strain_rate nominal_strain_rate \n", + "actual_strain_rate actual_strain_rate \n", + "place_of_test place_of_test \n", + "\n", + " value dtype \\\n", + "key \n", + "sdata_version 0.10.1 str \n", + "name UT_FLAT str \n", + "uuid 7672ad7d9b9f58ecb59a8221b762a7a4 str \n", + "WERKSTOFF_NORM_NAME HC340LA str \n", + "WERKSTOFFNUMMER_NORM NaN float \n", + "MATERIALNAME HC340LA str \n", + "PRUEFUNG FLIESSKURVE str \n", + "PROBENIDENTNUMMER id0815 str \n", + "PROBENGEOMETRIE NaN float \n", + "ENTNAHMERICHTUNG Quer (90deg) str \n", + "VORVERFORMUNG_SOLL <%> 0 str \n", + "VORVERFORMUNG_IST <%> NaN float \n", + "VORVERFORMUNGSRICHTUNG Unverformt str \n", + "WAERMEBEHANDLUNG O str \n", + "PROBENBREITE_IST 20.104 str \n", + "PROBENDICKE_IST 0.754 str \n", + "MESSLAENGE_IST 80.0 str \n", + "MESSLAENGE_IST_FD 80.0 str \n", + "PRUEFTEMPERATUR_SOLL 293 str \n", + "PRUEFGESCHWINDIGKEIT_SOLL 0.33 str \n", + "PRUEFGESCHWINDIGKEIT_IST 0.33 str \n", + "DEHNRATE_SOLL <1/s> 0.005 str \n", + "DEHNRATE_IST <1/s> 0.005 str \n", + "AUFTRAG NaN float \n", + "PRUEFDATUM 19.03.2017 str \n", + "PRUEFER Otto str \n", + "PRUEFSTELLE Lab1 str \n", + "BEMERKUNG no comment str \n", + "l0 NaN float \n", + "width NaN float \n", + "thickness NaN float \n", + "area NaN float \n", + "actual_testing_temperature NaN float \n", + "sample_direction NaN float \n", + "nominal_pre_deformation NaN float \n", + "actual_pre_deformation NaN float \n", + "nominal_strain_rate NaN float \n", + "actual_strain_rate NaN float \n", + "place_of_test (Attr'PRUEFSTELLE':Lab1(str)) str \n", + "\n", + " unit description label \n", + "key \n", + "sdata_version - \n", + "name - \n", + "uuid - \n", + "WERKSTOFF_NORM_NAME - \n", + "WERKSTOFFNUMMER_NORM - \n", + "MATERIALNAME - \n", + "PRUEFUNG - \n", + "PROBENIDENTNUMMER - \n", + "PROBENGEOMETRIE - \n", + "ENTNAHMERICHTUNG - \n", + "VORVERFORMUNG_SOLL <%> - \n", + "VORVERFORMUNG_IST <%> - \n", + "VORVERFORMUNGSRICHTUNG - \n", + "WAERMEBEHANDLUNG - \n", + "PROBENBREITE_IST - \n", + "PROBENDICKE_IST - \n", + "MESSLAENGE_IST - \n", + "MESSLAENGE_IST_FD - \n", + "PRUEFTEMPERATUR_SOLL - \n", + "PRUEFGESCHWINDIGKEIT_SOLL - \n", + "PRUEFGESCHWINDIGKEIT_IST - \n", + "DEHNRATE_SOLL <1/s> - \n", + "DEHNRATE_IST <1/s> - \n", + "AUFTRAG - \n", + "PRUEFDATUM - \n", + "PRUEFER - \n", + "PRUEFSTELLE - \n", + "BEMERKUNG - \n", + "l0 - \n", + "width - \n", + "thickness - \n", + "area - \n", + "actual_testing_temperature - \n", + "sample_direction - \n", + "nominal_pre_deformation - \n", + "actual_pre_deformation - \n", + "nominal_strain_rate - \n", + "actual_strain_rate - \n", + "place_of_test - " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pud.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/Untitled.ipynb b/ipynb/Untitled.ipynb new file mode 100644 index 0000000..cb186a4 --- /dev/null +++ b/ipynb/Untitled.ipynb @@ -0,0 +1,99 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:29:27 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "09:29:27 INFO:NumExpr defaulting to 16 threads.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.contrib.simple_graph_db \n", + "import sdata.iolib\n", + "import sdata.iolib.hashtree\n", + "from sdata.iolib.hashtree import stable_cum_uuids_from_nested_list, stable_cum_uuid_from_nested_list" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"@context\": {\"ex\": \"http://example.org/\"}, \"@id\": \"ex:e2\", \"ex:hasIdentifiers\": [\"id1\", \"id2\", \"id3\"]}\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "# Das Dictionary\n", + "data = {\n", + " \"@context\": {\n", + " \"ex\": \"http://example.org/\"\n", + " },\n", + " \"@id\": \"ex:e2\",\n", + " \"ex:hasIdentifiers\": [\"id1\", \"id2\", \"id3\"]\n", + "}\n", + "\n", + "# Serialisierung zu JSON-String\n", + "json_str = json.dumps(data)\n", + "\n", + "# Ausgabe\n", + "print(json_str)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/Untitled2.ipynb b/ipynb/Untitled2.ipynb new file mode 100644 index 0000000..25e1d54 --- /dev/null +++ b/ipynb/Untitled2.ipynb @@ -0,0 +1,32 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/asciify.ipynb b/ipynb/asciify.ipynb new file mode 100644 index 0000000..df4159a --- /dev/null +++ b/ipynb/asciify.ipynb @@ -0,0 +1,288 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:29:53 DEBUG:backend module://ipykernel.pylab.backend_inline version unknown\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def asciify(data):\n", + " \"\"\"\n", + "SYNOPSIS\n", + " Asciifies strings, lists and dicts, and nested versions of same\n", + "\n", + "DESCRIPTION\n", + " The JSON spec (http://www.ietf.org/rfc/rfc4627.txt) -- \"JSON text SHALL\n", + " be encoded in Unicode\". For apps that don't use unicode, this function\n", + " walks through all levels of a JSON data structure and converts each item\n", + " to ASCII. See http://stackoverflow.com/questions/956867/ for original.\n", + "\n", + " Can be used for any nesting of strings / lists / dicts, e.g. a list of\n", + " dicts, a dict in which values are lists of strings etc. See LIMITATIONS.\n", + "\n", + "PARAMETERS\n", + " data A string, unicode, list or dict, or nested versions of the\n", + " same types. Typically the string output from json.dumps()\n", + " or the dict resulting from json.load() or json.loads().\n", + "\n", + "RETURNS\n", + " A Python dictionary with all keys and values converted to UTF-8.\n", + "\n", + "USAGE\n", + " There are several equivalent ways to use this function.\n", + "\n", + " (1) asciify string version of data structure before creating dict:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(asciify(s))\n", + "\n", + " (2) create dict from string version of data structure, then asciify:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(s)\n", + " d = asciify(d)\n", + "\n", + " (3) asciify as the dict is being created via object hook:\n", + "\n", + " s = json.dumps(x)\n", + " d = json.loads(s, object_hook=asciify)\n", + "\n", + " Asciifying the string first (approach (1) above) is probably the best\n", + " approach since the input is a flat string and there's no possibility of\n", + " the depth traversal stopping due to an unknown type. See LIMITATIONS.\n", + "\n", + "\n", + "EXAMPLES\n", + " >>> import json\n", + "\n", + " >>> s1 = 'ASCII string'\n", + " >>> type(s1)\n", + " \n", + " >>> s1 = asciify(s1)\n", + " >>> type(s1)\n", + " \n", + "\n", + " >>> s2 = u'Unicode string'\n", + " >>> type(s2)\n", + " \n", + " >>> s2 = asciify(s2)\n", + " >>> type(s2)\n", + " \n", + "\n", + " >>> s3 = 'Nestl'+unichr(0xe9)\n", + " >>> print asciify(s3)\n", + " Nestle\n", + "\n", + " >>> asciify(['a','b','c'])\n", + " ['a', 'b', 'c']\n", + "\n", + " >>> asciify([u'a',u'b',u'c'])\n", + " ['a', 'b', 'c']\n", + "\n", + " >>> asciify({'a':'aa','b':'bb','c':'cc'})\n", + " {'a': 'aa', 'c': 'cc', 'b': 'bb'}\n", + "\n", + " >>> asciify({u'a':'aa','b':u'bb',u'c':u'cc'})\n", + " {'a': 'aa', 'c': 'cc', 'b': 'bb'}\n", + "\n", + " >>> d = dict(a='a1',b='b2',c=dict(d='d3',e=['e4','e5','e6'],f=dict(g='g7')),h=[8,9,10])\n", + " >>> print d\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(d)\n", + " \n", + "\n", + " >>> asciistr = json.dumps(d)\n", + " >>> print asciistr\n", + " {\"a\": \"a1\", \"h\": [8, 9, 10], \"c\": {\"e\": [\"e4\", \"e5\", \"e6\"], \"d\": \"d3\", \"f\": {\"g\": \"g7\"}}, \"b\": \"b2\"}\n", + " >>> print type(asciistr)\n", + " \n", + "\n", + " >>> unidict = json.loads(asciistr)\n", + " >>> print unidict\n", + " {u'a': u'a1', u'h': [8, 9, 10], u'c': {u'e': [u'e4', u'e5', u'e6'], u'd': u'd3', u'f': {u'g': u'g7'}}, u'b': u'b2'}\n", + " >>> print type(unidict)\n", + " \n", + " >>> unidict == d\n", + " True\n", + "\n", + " >>> asciidict1 = asciify(unidict)\n", + " >>> print asciidict1\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(asciidict1)\n", + " \n", + " >>> asciidict1 == d\n", + " True\n", + "\n", + " >>> asciidict2 = json.loads(asciistr, object_hook=asciify)\n", + " >>> print asciidict2\n", + " {'a': 'a1', 'h': [8, 9, 10], 'c': {'e': ['e4', 'e5', 'e6'], 'd': 'd3', 'f': {'g': 'g7'}}, 'b': 'b2'}\n", + " >>> print type(asciidict2)\n", + " \n", + " >>> asciidict2 == d\n", + " True\n", + "\n", + "LIMITATIONS\n", + " For a multi-layered data structure (dict of lists, list of strings etc.)\n", + " depth traversal of the data structure stops when the element encountered\n", + " is not a string, unicode, list or dict. For example, in this dict:\n", + "\n", + " > d = {'a': { 'b': [1, 2, set(u'x', u'y'] ), 'c': u'z' } }\n", + "\n", + " ... the u'x' and u'y' items are contained within a set, and therefore\n", + " would not be asciified, while u'z' is contained in a dict and would be\n", + " asciified since the breadth traversal of the structure continues.\n", + "\n", + " A future @@todo could be to throw an error if a non-traversable input\n", + " is used, or have additional parameter that can allow the non-traversable\n", + " input to be used even though the result is a partial discard of data.\n", + "\n", + " \"\"\"\n", + " ##\n", + " ## embedded functions\n", + " ##\n", + " ## see http://stackoverflow.com/a/517974\n", + " def _remove_accents(data):\n", + " \"\"\"\n", + "Changes accented letters to non-accented approximation, like Nestle\n", + "\n", + " \"\"\"\n", + " return unicodedata.normalize('NFKD', data).encode('ascii', 'ignore')\n", + " ##\n", + " def _asciify_list(data):\n", + " \"\"\" Ascii-fies list values \"\"\"\n", + " ret = []\n", + " for item in data:\n", + " if isinstance(item, unicode):\n", + " item = _remove_accents(item)\n", + " item = item.encode('utf-8')\n", + " elif isinstance(item, list):\n", + " item = _asciify_list(item)\n", + " elif isinstance(item, dict):\n", + " item = _asciify_dict(item)\n", + " ret.append(item)\n", + " return ret\n", + " #\n", + " def _asciify_dict(data):\n", + " \"\"\" Ascii-fies dict keys and values \"\"\"\n", + " ret = {}\n", + " for key, value in data.iteritems():\n", + " if isinstance(key, unicode):\n", + " key = _remove_accents(key)\n", + " key = key.encode('utf-8')\n", + " ## note new if\n", + " if isinstance(value, unicode):\n", + " value = _remove_accents(value)\n", + " value = value.encode('utf-8')\n", + " elif isinstance(value, list):\n", + " value = _asciify_list(value)\n", + " elif isinstance(value, dict):\n", + " value = _asciify_dict(value)\n", + " ret[key] = value\n", + " return ret\n", + " ##\n", + " ## main function\n", + " if isinstance(data, list):\n", + " return _asciify_list(data)\n", + " elif isinstance(data, dict):\n", + " return _asciify_dict(data)\n", + " elif isinstance(data, unicode):\n", + " data = _remove_accents(data)\n", + " return data.encode('utf-8')\n", + " elif isinstance(data, str):\n", + " return data\n", + " else:\n", + " raise TypeError('Input must be dict, list, str or unicode')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\xc3\\xb6-\\xc3\\xbc-\\xc3\\xa4-\\xc3\\x96-\\xc3\\x9c-\\xc3\\x84-?- -\\\\-/'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "asciify(\"ö-ü-ä-Ö-Ü-Ä-?- -\\\\-/\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem", + "language": "python", + "name": "sfem" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.15" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/base.ipynb b/ipynb/base.ipynb new file mode 100644 index 0000000..c4ff586 --- /dev/null +++ b/ipynb/base.ipynb @@ -0,0 +1,5609 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 7, + "id": "088b0e06-c6d6-4db8-acf2-b636b3d944e5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory, sclass_factory" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "cb989381-abe2-4cf5-be26-9aeabea1ca30", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "project = SUUID.from_name(class_name=\"Project\", name=\"MyProject\", ns_name=\"\")\n", + "project" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "46660f5e-3e1b-4767-ad79-4e1c840a2701", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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_sdata_name_sdata_nameOtto I.-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameBase__otto_i__f3df2631a4f1424ea21eca6440657578-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
fill_timefill_time1.2sfloatFüllzeitFalse
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "fill_time fill_time \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base.Base:Base - \n", + "_sdata_ctime 2025-11-11T14:22:36.939724+00:00 - \n", + "_sdata_name Otto I. - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Base__otto_i__f3df2631a4f1424ea21eca6440657578 - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "fill_time 1.2 s \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date True \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "fill_time float Füllzeit False \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version \n", + "fill_time " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(class_name=\"Myclass\", name=\"Otto I.\")\n", + "b.md.add(\"fill_time\", value=1.2, unit=\"s\", label=\"Füllzeit\")\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8656c6f6-0f25-4414-b8eb-9b74158a1f37", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"metadata\": {\n", + " \"_sdata_class\": {\n", + " \"name\": \"_sdata_class\",\n", + " \"value\": \"sdata.base.Base:Base\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sdata class\",\n", + " \"label\": \"\",\n", + " \"required\": true,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_ctime\": {\n", + " \"name\": \"_sdata_ctime\",\n", + " \"value\": \"2025-11-11T14:22:36.939724+00:00\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"UTC creation date\",\n", + " \"label\": \"\",\n", + " \"required\": true,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_name\": {\n", + " \"name\": \"_sdata_name\",\n", + " \"value\": \"Otto I.\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"name of the data object\",\n", + " \"label\": \"\",\n", + " \"required\": true,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_parent_sname\": {\n", + " \"name\": \"_sdata_parent_sname\",\n", + " \"value\": \"\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sname of the parent\",\n", + " \"label\": \"\",\n", + " \"required\": false,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_project_sname\": {\n", + " \"name\": \"_sdata_project_sname\",\n", + " \"value\": \"\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sname of the project\",\n", + " \"label\": \"\",\n", + " \"required\": false,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_sname\": {\n", + " \"name\": \"_sdata_sname\",\n", + " \"value\": \"Base__otto_i__f3df2631a4f1424ea21eca6440657578\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sname of the data object\",\n", + " \"label\": \"\",\n", + " \"required\": true,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_topology_class\": {\n", + " \"name\": \"_sdata_topology_class\",\n", + " \"value\": \"sdata.sclass:IndependentContinuant\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sdata topology class name\",\n", + " \"label\": \"\",\n", + " \"required\": false,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"_sdata_version\": {\n", + " \"name\": \"_sdata_version\",\n", + " \"value\": \"1.0.0\",\n", + " \"unit\": \"-\",\n", + " \"dtype\": \"str\",\n", + " \"description\": \"sdata package version\",\n", + " \"label\": \"\",\n", + " \"required\": true,\n", + " \"ontology\": \"\"\n", + " },\n", + " \"fill_time\": {\n", + " \"name\": \"fill_time\",\n", + " \"value\": 1.2,\n", + " \"unit\": \"s\",\n", + " \"dtype\": \"float\",\n", + " \"description\": \"\",\n", + " \"label\": \"F\\u00fcllzeit\",\n", + " \"required\": false,\n", + " \"ontology\": \"\"\n", + " }\n", + " },\n", + " \"data\": {},\n", + " \"description\": \"\"\n", + "}\n" + ] + } + ], + "source": [ + "print(b.to_json())" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "id": "325ce999-2732-406c-83c8-e33d488c75cb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "06:11:43 WARNING:invalid project sname 'dp2g'\n", + "06:11:43 WARNING:invalid parent sname 'SS'\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.sclass.process:PartOpt-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T18:11:43.577684+00:00-strUTC creation dateFalse
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snamePartOpt__noname__62d5d35e59f645d996996fb1bed5fada-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:GenericallyDependentContinuant-strsdata bfo class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.process:PartOpt - \n", + "_sdata_ctime 2025-09-23T18:11:43.577684+00:00 - \n", + "_sdata_name noname - \n", + "_sdata_project_sname - \n", + "_sdata_sname PartOpt__noname__62d5d35e59f645d996996fb1bed5fada - \n", + "_sdata_topology_class sdata.sclass:GenericallyDependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required ontology \n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata bfo class name True \n", + "_sdata_version str sdata package version True " + ] + }, + "execution_count": 104, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "pdata(\"PartOpt\")(project=\"dp2g\", parent=\"SS\").mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "id": "e76e3fc9-2253-4fe8-8707-38d8a1f065a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "po=pdata(\"PartOpt\")(name=\"A\", project=project, parent=\"PartOpt__noname__14a79c20a6a44100b0a8a3479c7f61ee\")\n", + "po" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "6e02b04b-94e0-425f-aa37-5bc3d3116d68", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'PartOpt__noname__14a79c20a6a44100b0a8a3479c7f61ee'" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "po.parent.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "053e5186-6b3e-47b8-94ff-eba3a1aa38d7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 99, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = Base(name=\"papa\", project=project)\n", + "p" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "92777d95-78b2-41f0-b608-28bc6fb9eb2f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "06:11:34 WARNING:invalid project sname 'dp2g'\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.sclass.process:PartOpt-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T18:11:34.041660+00:00-strUTC creation dateFalse
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameBase__papa__a59503d5ca1a5f31a1c8dc8bf4e7d3c0-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snamePartOpt__noname__a034a03ccb064e859fb81e972d1bd105-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:GenericallyDependentContinuant-strsdata bfo class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.process:PartOpt - \n", + "_sdata_ctime 2025-09-23T18:11:34.041660+00:00 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname Base__papa__a59503d5ca1a5f31a1c8dc8bf4e7d3c0 - \n", + "_sdata_project_sname - \n", + "_sdata_sname PartOpt__noname__a034a03ccb064e859fb81e972d1bd105 - \n", + "_sdata_topology_class sdata.sclass:GenericallyDependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required ontology \n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata bfo class name True \n", + "_sdata_version str sdata package version True " + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, pdata\n", + "pdata(\"PartOpt\")(project=\"dp2g\",parent=p).mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "eb00214d-7c3b-420d-816d-86387cc7b934", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(suuid:MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05)" + ] + }, + "execution_count": 101, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_suuid_sname(\"MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\")" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "ed9f445b-e96c-4284-a670-08f4fb92b2c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "parent_sname! Base__papa__f711d51db6ec4d94b83f2c29aaa2963e\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:Base-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T17:39:15.182706+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameotto-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameBase__papa__f711d51db6ec4d94b83f2c29aaa2963e-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__otto__5f38dc0e6d964cc3ae62805bc4913c05-strsname of the projectFalse
_sdata_sname_sdata_snameBase__otto__55852daa82c9573face1af7134fb0955-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T17:39:15.182706+00:00 - \n", + "_sdata_name otto - \n", + "_sdata_parent_sname Base__papa__f711d51db6ec4d94b83f2c29aaa2963e - \n", + "_sdata_project_sname Project__otto__5f38dc0e6d964cc3ae62805bc4913c05 - \n", + "_sdata_sname Base__otto__55852daa82c9573face1af7134fb0955 - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(class_name=\"Myclass\", name=\"otto\", project=\"Project__otto__5f38dc0e6d964cc3ae62805bc4913c05\", parent=p)\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "3b5d856f-01d0-4226-a531-d0418a2e30c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "parent_sname! MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:Base-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T17:39:37.764256+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameotto-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameMyData__otto__5f38dc0e6d964cc3ae62805bc4911c05-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__otto__5f38dc0e6d964cc3ae62805bc4913c05-strsname of the projectFalse
_sdata_sname_sdata_snameBase__otto__55852daa82c9573face1af7134fb0955-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:Base - \n", + "_sdata_ctime 2025-09-23T17:39:37.764256+00:00 - \n", + "_sdata_name otto - \n", + "_sdata_parent_sname MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05 - \n", + "_sdata_project_sname Project__otto__5f38dc0e6d964cc3ae62805bc4913c05 - \n", + "_sdata_sname Base__otto__55852daa82c9573face1af7134fb0955 - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(class_name=\"Myclass\", name=\"otto\", project=\"Project__otto__5f38dc0e6d964cc3ae62805bc4913c05\", parent=\"MyData__otto__5f38dc0e6d964cc3ae62805bc4911c05\")\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "c6dda80b-fe3a-423d-a818-9c80a06fbe31", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Project__myproject__f3128481a3c854f8a9b35543788ac3a9)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "7dd23b66-2c40-40c8-bdcc-9af949496a64", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:46 WARNING:'NoneType' object has no attribute 'split'\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"test\")\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "27ce9335-4037-4d24-9f5d-6d13d543df09", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:35:47 WARNING:Ungültiger sname-Format: Muss genau zwei Separatoren enthalten\n", + "05:35:47 WARNING:'NoneType' object has no attribute 'split'\n" + ] + }, + { + "data": { + "text/html": [ + "
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"stream", + "text": [ + "sdata.base:Base sdata-base Base\n" + ] + }, + { + "data": { + "text/plain": [ + "('Base__test__a5e2dde726b7490f99c733745419cfb7',\n", + " 'did:sd-sdata-base:Base__test__a5e2dde726b7490f99c733745419cfb7')" + ] + }, + "execution_count": 248, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.sname, b.did" + ] + }, + { + "cell_type": "code", + "execution_count": 249, + "id": "5d3d9b89-c548-465e-ac81-32c4fa023c18", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " Any>" + ] + }, + "execution_count": 249, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass_factory" + ] + }, + { + "cell_type": "code", + "execution_count": 250, + "id": "78d063e0-1b95-47b4-9d2d-6712513b2687", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:54\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 53\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m54\u001b[39m mod_name, class_name = spec.split(\u001b[33m\"\u001b[39m\u001b[33m:\u001b[39m\u001b[33m\"\u001b[39m, \u001b[32m1\u001b[39m)\n\u001b[32m 55\u001b[39m register(class_name, spec)\n", + "\u001b[31mValueError\u001b[39m: not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:478\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 0\u001b[39m \n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:66\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 65\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m66\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33msdata.sclass.spec_to_class Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[250]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sclass_factory(sdata_spec=\u001b[33m\"\u001b[39m\u001b[33mBlob\u001b[39m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:483\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 481\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 482\u001b[39m mod_name, class_name = \u001b[33m\"\u001b[39m\u001b[33m\"\u001b[39m, sdata_spec\n\u001b[32m--> \u001b[39m\u001b[32m483\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 484\u001b[39m sdata_class = sdata.sclass.spec_to_class(sdata_spec)\n\u001b[32m 485\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)" + ] + } + ], + "source": [ + "sclass_factory(sdata_spec=\"Blob\")" + ] + }, + { + "cell_type": "code", + "execution_count": 251, + "id": "699d26b5-4a9b-45ea-80b2-371990a8b6c0", + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:54\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 53\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m54\u001b[39m mod_name, class_name = spec.split(\u001b[33m\"\u001b[39m\u001b[33m:\u001b[39m\u001b[33m\"\u001b[39m, \u001b[32m1\u001b[39m)\n\u001b[32m 55\u001b[39m register(class_name, spec)\n", + "\u001b[31mValueError\u001b[39m: not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:478\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 0\u001b[39m \n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/__init__.py:66\u001b[39m, in \u001b[36mspec_to_class\u001b[39m\u001b[34m(spec, on_error)\u001b[39m\n\u001b[32m 65\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m66\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33msdata.sclass.spec_to_class Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[251]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sclass_factory(\u001b[33m\"\u001b[39m\u001b[33mBlob2\u001b[39m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/base.py:483\u001b[39m, in \u001b[36msclass_factory\u001b[39m\u001b[34m(sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[39m\n\u001b[32m 481\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 482\u001b[39m mod_name, class_name = \u001b[33m\"\u001b[39m\u001b[33m\"\u001b[39m, sdata_spec\n\u001b[32m--> \u001b[39m\u001b[32m483\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 484\u001b[39m sdata_class = sdata.sclass.spec_to_class(sdata_spec)\n\u001b[32m 485\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[31mModuleNotFoundError\u001b[39m: sdata.base.class_factory Error sdata.sclass.spec_to_class Error not enough values to unpack (expected 2, got 1)" + ] + } + ], + "source": [ + "sclass_factory(\"Blob2\")" + ] + }, + { + "cell_type": "code", + "execution_count": 252, + "id": "6fe306a9-3d20-4c4d-b1d9-e61897553be4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:Project-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T15:11:55.886261+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameMüller@Scäle.com-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameProject__mueller_at_scaele_com__36c52f5326c041...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidMzZjNTJmNTMyNmMwNDFhN2E4ODgyMDJlZTY3NGEwNmZQcm...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.base:WTF0815a-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T15:11:56.525359+00:00-strUTC creation dateFalse
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameWTF0815a__noname__62196db3709549ad9d644fd06de9...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNjIxOTZkYjM3MDk1NDlhZDlkNjQ0ZmQwNmRlOWM0ODNXVE...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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namevalueunitdtypedescriptionlabelrequired
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_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameMaterial@noname@a6932baa19cc49a1971c7b1e695aa96a-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
aa1.2-floatan aTrue
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namevalueunitdtypedescriptionlabelrequired
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_sdata_class_sdata_classProject-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
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_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameProject@noname@8e3e4b7e61a74e988ed6606333efd51c-strsname of the data objectTrue
_sdata_suuid_sdata_suuidOGUzZTRiN2U2MWE3NGU5ODhlZDY2MDYzMzNlZmQ1MWNQcm...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
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namevalueunitdtypedescriptionlabelrequired
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_sdata_class_sdata_classMaterial-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
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_sdata_version_sdata_version0.26.0-strsdata package versionTrue
aa1.2-floatan aTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "a a \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class Material - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Material@noname@a6932baa19cc49a1971c7b1e695aa96a - \n", + "_sdata_suuid YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX... - \n", + "_sdata_version 0.26.0 - \n", + "a 1.2 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "a float an a \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True \n", + "a True " + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "f843d656-8f8a-4c3b-9203-7af5dbfaeba1", + "metadata": {}, + "outputs": [], + "source": [ + "m.project" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "738cd05c-d4d5-49d6-b455-b6b42d51a1ee", + "metadata": {}, + "outputs": [], + "source": [ + "m.parent" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a596e0ec-9a21-4dab-85a0-f3622ff90f74", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Project@mueller_scaele_com@8e27f40ea1c5412682c66629da8ce113'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.project.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "f8a071ce-e6a4-4d95-91ad-6776be77cd04", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(WTF0815a@noname@a2dbe559a3b04c94a45fadedae930519)" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.parent" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "de16cbc8-da8d-48d7-b739-e6fa0866c2ea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, {})" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "class Process(Base):\n", + " \"\"\"Process class\n", + "\n", + " \"\"\"\n", + "\n", + " def __init__(self, **kwargs):\n", + " \"\"\"\n", + "\n", + " :param inputs: {}\n", + " :param kwargs:\n", + " \"\"\"\n", + " self.default_attributes = []\n", + " self.workflow_node_type = 'process'\n", + " self.inputs = kwargs.get(\"inputs\", {})\n", + " self.outputs = kwargs.get(\"outputs\", {})\n", + " self.status = \"init\"\n", + " super().__init__(**kwargs)\n", + " self.set_default_attributes()\n", + " \n", + "po = p = sdata_factory(\"MyProcessNode\", Process)\n", + "p.__class__, p.__class__.__bases__\n", + "po, po.inputs" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "cf5d564b-bd29-410d-a841-0b6653730620", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, {})" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "po = p = sdata_factory(\"Project\", Process)\n", + "p.__class__, p.__class__.__bases__\n", + "po, po.inputs" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "835613d6-6247-48c0-833d-811a40b8b49b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Attr'_sdata_class':Material(str)),\n", + " (Attr'_sdata_name':noname(str)),\n", + " (Attr'_sdata_parent_sname':(str)),\n", + " (Attr'_sdata_project_sname':(str)),\n", + " (Attr'_sdata_sname':Material@noname@a6932baa19cc49a1971c7b1e695aa96a(str)),\n", + " (Attr'_sdata_suuid':YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYXRlcmlhbEBub25hbWU=(str)),\n", + " (Attr'_sdata_version':0.26.0(str)),\n", + " (Attr'a':1.2(float))]" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.md.values()" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "99136f4f-3408-4283-9964-db85ca17b434", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True Material\n", + "True noname\n", + "False \n", + "False \n", + "True Material@noname@a6932baa19cc49a1971c7b1e695aa96a\n", + "True YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYXRlcmlhbEBub25hbWU=\n", + "True 0.26.0\n", + "True 1.2\n", + "True\n" + ] + } + ], + "source": [ + "for attr in m.metadata.values():\n", + " print(attr.required, attr.value)\n", + " if attr.required is True and attr.value is None:\n", + " print(False)\n", + "print(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "3674214f-c895-472f-899b-9a943caca8d5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
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_sdata_class_sdata_classMaterial-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameMaterial@noname@a6932baa19cc49a1971c7b1e695aa96a-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
aa1.2-floatan aTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "a a \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class Material - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Material@noname@a6932baa19cc49a1971c7b1e695aa96a - \n", + "_sdata_suuid YTY5MzJiYWExOWNjNDlhMTk3MWM3YjFlNjk1YWE5NmFNYX... - \n", + "_sdata_version 0.26.0 - \n", + "a 1.2 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "a float an a \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True \n", + "a True " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "20c4ca3f-a244-4924-9ca2-6c6687e92843", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('Häl[l]o.csv',\n", + " 'hael_l_o_csv',\n", + " 'Base@hael_l_o_csv@35d9d851ed4b4fafb2062a95b6321748')" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Base(name=\"Häl[l]o.csv\")\n", + "b.name, SUUID.generate_safe_filename(b.name), b.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "fef753d6-453c-48bc-be63-3151bc08c7eb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'hael_l_o_csv'" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.osname" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "7aed0da2-fdf1-4d0f-a4d7-3c40a73baf86", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyClass@hael_l_o_csv@2ddea91142cf4254a45dd99c07bb01b5)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID(\"MyClass\", name=\"Häl[l]o.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "35528fbd-b702-4fb4-9e4b-5492c4224bbe", + "metadata": {}, + "outputs": [], + "source": [ + "b = Base(name=\"test\")\n", + "assert b.name == \"test\"" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "1bc2aca4-cf29-439c-b239-c58ae0fa6730", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.suuid.SUUID, sdata.suuid.SUUID)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(b.suuid), b.suuid.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "fd56de41-33d6-4c11-8e29-a601d925456b", + "metadata": {}, + "outputs": [], + "source": [ + "b = Base(name=\"test\")\n", + "assert isinstance(b.suuid, SUUID)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "78024df7-f281-4575-a12f-65fd0c4ca80b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + " str>" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.generate_safe_filename" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "a3928a28-4fd0-448e-8a69-75c4f6fabcf6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'08487142e9585eb2a39f4b8c9f64d4b60dc420af4ee136472d252d0c68d99974'" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import hashlib\n", + "s=\"test text\"\n", + "sh = hashlib.sha3_256()\n", + "sh.update(s.encode('utf-8', errors='strict')) # Raise bei Encoding-Fehlern\n", + "content_hash = sh.hexdigest()\n", + "content_hash" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "a593fb9d-699e-4b71-9072-0c348e10de49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'none'" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "u = uuid.UUID(\"1234567890abcdef1234567890abcdef\")\n", + "sid = SUUID.from_uuid(class_name=\"Test\", uuid_obj=u)\n", + "assert sid.class_name == \"Test\"\n", + "assert sid.huuid == \"1234567890abcdef1234567890abcdef\"\n", + "sid.name\n", + "#assert sid.name == \"noname\"" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "7a0d9d5a-584a-4b6f-b86c-fe4df87563dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "_08487142e9585eb2a39f4b8c9f64d4b60dc420af4ee136472d252d0c68d99974\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'expected_hash' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[72], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m sid \u001b[38;5;241m=\u001b[39m SUUID\u001b[38;5;241m.\u001b[39mfrom_str(class_name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m\"\u001b[39m, s\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtest text\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28mprint\u001b[39m(sid\u001b[38;5;241m.\u001b[39mname)\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m sid\u001b[38;5;241m.\u001b[39mname \u001b[38;5;241m==\u001b[39m expected_hash\n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# huuid basierend auf \"Data\" + hash\u001b[39;00m\n\u001b[1;32m 5\u001b[0m expected_input \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m expected_hash\n", + "\u001b[0;31mNameError\u001b[0m: name 'expected_hash' is not defined" + ] + } + ], + "source": [ + "sid = SUUID.from_str(class_name=\"Data\", s=\"test text\")\n", + "print(sid.name)\n", + "assert sid.name == expected_hash\n", + "# huuid basierend auf \"Data\" + hash\n", + "expected_input = \"Data\" + expected_hash\n", + "expected_uid = uuid.uuid5(uuid.NAMESPACE_OID, expected_input.upper())\n", + "assert sid.huuid == expected_uid.hex" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "26374445-62e8-4e63-b19c-f859568fa124", + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid decimal literal (885436945.py, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[60], line 1\u001b[0;36m\u001b[0m\n\u001b[0;31m Base@test_name@2f5c692449e95f90a715861f2833d35a\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid decimal literal\n" + ] + } + ], + "source": [ + "Base@test_name@2f5c692449e95f90a715861f2833d35a\n", + "MmY1YzY5MjQ0OWU5NWY5MGE3MTU4NjFmMjgzM2QzNWFCYXNlQHRlc3RfbmFtZQ==" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "3cae5724-c879-4667-96e4-9df79a83f4e2", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata import Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "6dcf102f-92b4-4028-8a9a-2058d67f5fce", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(True, 'bool')" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Metadata.guess_dtype_from_value(\"True\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "985ea911-dccb-4f19-9fed-2f5d44eee22d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/bfo_classes.ipynb b/ipynb/bfo_classes.ipynb new file mode 100644 index 0000000..269ed3c --- /dev/null +++ b/ipynb/bfo_classes.ipynb @@ -0,0 +1,210 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "ba9f1f1f-d735-4182-81c5-a985bc181b44", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:51:19 DEBUG:Loaded backend inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "import sdata.base\n", + "import sdata.sclass as api\n", + "import sdata.sclass.bfo_classes as bfo" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b333cc38-319f-4d91-82de-3874c16101dc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfo.Function()" + ] + }, + { + "attachments": { + "44ff5654-4bf4-4587-af75-b3914bbd4cee.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "id": "ffd7fce5-e52d-4844-8a69-eb18bc578879", + "metadata": {}, + "source": [ + "![image.png](attachment:44ff5654-4bf4-4587-af75-b3914bbd4cee.png)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "f12e1fe6-0909-4dd2-8da9-1bf91a00cd83", + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (1986969183.py, line 1)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[1], line 1\u001b[0;36m\u001b[0m\n\u001b[0;31m ```\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "\"\"\"\n", + "digraph \"bfo_classes.py\" {\n", + "\n", + "splines = ortho;\n", + "fontname = \"Inconsolata\";\n", + "\n", + "node [colorscheme = ylgnbu4];\n", + "edge [colorscheme = dark28, dir = both];\n", + "\n", + "object [shape = record, pos = \"4.139,13.917!\" , label = \"{ object | }\"];\n", + "\"sdata.sclass.bfo_classes.Continuant\" [shape = record, pos = \"0.299,9.750!\" , label = \"{ sdata.sclass.bfo_classes.Continuant | }\"];\n", + "\"sdata.sclass.bfo_classes.ContinuantFiatBoundary\" [shape = record, pos = \"22.917,3.083!\" , label = \"{ sdata.sclass.bfo_classes.ContinuantFiatBoundary | }\"];\n", + "\"sdata.sclass.bfo_classes.Disposition\" [shape = record, pos = \"1.118,3.083!\" , label = \"{ sdata.sclass.bfo_classes.Disposition | }\"];\n", + "\"sdata.sclass.bfo_classes.Entity\" [shape = record, pos = \"2.806,12.250!\" , label = \"{ sdata.sclass.bfo_classes.Entity | }\"];\n", + "\"sdata.sclass.bfo_classes.FiatLine\" [shape = record, pos = \"16.306,1.417!\" , label = \"{ sdata.sclass.bfo_classes.FiatLine | }\"];\n", + "\"sdata.sclass.bfo_classes.FiatObjectPart\" [shape = record, pos = \"15.132,3.917!\" , label = \"{ sdata.sclass.bfo_classes.FiatObjectPart | }\"];\n", + "\"sdata.sclass.bfo_classes.FiatPoint\" [shape = record, pos = \"13.750,0.583!\" , label = \"{ sdata.sclass.bfo_classes.FiatPoint | }\"];\n", + "\"sdata.sclass.bfo_classes.FiatSurface\" [shape = record, pos = \"11.125,1.417!\" , label = \"{ sdata.sclass.bfo_classes.FiatSurface | }\"];\n", + "\"sdata.sclass.bfo_classes.Function\" [shape = record, pos = \"-1.243,0.583!\" , label = \"{ sdata.sclass.bfo_classes.Function | }\"];\n", + "\"sdata.sclass.bfo_classes.GenericallyDependentContinuant\" [shape = record, pos = \"-3.382,7.250!\" , label = \"{ sdata.sclass.bfo_classes.GenericallyDependentContinuant | }\"];\n", + "\"sdata.sclass.bfo_classes.History\" [shape = record, pos = \"32.174,5.583!\" , label = \"{ sdata.sclass.bfo_classes.History | }\"];\n", + "\"sdata.sclass.bfo_classes.ImmaterialEntity\" [shape = record, pos = \"26.701,5.583!\" , label = \"{ sdata.sclass.bfo_classes.ImmaterialEntity | }\"];\n", + "\"sdata.sclass.bfo_classes.IndependentContinuant\" [shape = record, pos = \"14.069,8.083!\" , label = \"{ sdata.sclass.bfo_classes.IndependentContinuant | }\"];\n", + "\"sdata.sclass.bfo_classes.MaterialEntity\" [shape = record, pos = \"21.271,5.583!\" , label = \"{ sdata.sclass.bfo_classes.MaterialEntity | }\"];\n", + "\"sdata.sclass.bfo_classes.Object\" [shape = record, pos = \"18.326,3.083!\" , label = \"{ sdata.sclass.bfo_classes.Object | }\"];\n", + "\"sdata.sclass.bfo_classes.ObjectAggregate\" [shape = record, pos = \"12.215,3.083!\" , label = \"{ sdata.sclass.bfo_classes.ObjectAggregate | }\"];\n", + "\"sdata.sclass.bfo_classes.Occurrent\" [shape = record, pos = \"2.868,10.583!\" , label = \"{ sdata.sclass.bfo_classes.Occurrent | }\"];\n", + "\"sdata.sclass.bfo_classes.OneDimensionalSpatialRegion\" [shape = record, pos = \"18.736,0.583!\" , label = \"{ sdata.sclass.bfo_classes.OneDimensionalSpatialRegion | }\"];\n", + "\"sdata.sclass.bfo_classes.OneDimensionalTemporalRegion\" [shape = record, pos = \"6.653,5.583!\" , label = \"{ sdata.sclass.bfo_classes.OneDimensionalTemporalRegion | }\"];\n", + "\"sdata.sclass.bfo_classes.Process\" [shape = record, pos = \"25.743,8.083!\" , label = \"{ sdata.sclass.bfo_classes.Process | }\"];\n", + "\"sdata.sclass.bfo_classes.ProcessBoundary\" [shape = record, pos = \"22.451,7.250!\" , label = \"{ sdata.sclass.bfo_classes.ProcessBoundary | }\"];\n", + "\"sdata.sclass.bfo_classes.Quality\" [shape = record, pos = \"2.194,5.583!\" , label = \"{ sdata.sclass.bfo_classes.Quality | }\"];\n", + "\"sdata.sclass.bfo_classes.RealizableEntity\" [shape = record, pos = \"-3.285,5.583!\" , label = \"{ sdata.sclass.bfo_classes.RealizableEntity | }\"];\n", + "\"sdata.sclass.bfo_classes.RelationalQuality\" [shape = record, pos = \"3.896,3.917!\" , label = \"{ sdata.sclass.bfo_classes.RelationalQuality | }\"];\n", + "\"sdata.sclass.bfo_classes.Role\" [shape = record, pos = \"-3.222,3.083!\" , label = \"{ sdata.sclass.bfo_classes.Role | }\"];\n", + "\"sdata.sclass.bfo_classes.Site\" [shape = record, pos = \"32.361,3.083!\" , label = \"{ sdata.sclass.bfo_classes.Site | }\"];\n", + "\"sdata.sclass.bfo_classes.SpatialRegion\" [shape = record, pos = \"26.833,3.917!\" , label = \"{ sdata.sclass.bfo_classes.SpatialRegion | }\"];\n", + "\"sdata.sclass.bfo_classes.SpatiotemporalRegion\" [shape = record, pos = \"30.549,7.250!\" , label = \"{ sdata.sclass.bfo_classes.SpatiotemporalRegion | }\"];\n", + "\"sdata.sclass.bfo_classes.SpecificallyDependentContinuant\" [shape = record, pos = \"3.826,7.250!\" , label = \"{ sdata.sclass.bfo_classes.SpecificallyDependentContinuant | }\"];\n", + "\"sdata.sclass.bfo_classes.TemporalInstant\" [shape = record, pos = \"9.465,3.917!\" , label = \"{ sdata.sclass.bfo_classes.TemporalInstant | }\"];\n", + "\"sdata.sclass.bfo_classes.TemporalInterval\" [shape = record, pos = \"6.667,3.083!\" , label = \"{ sdata.sclass.bfo_classes.TemporalInterval | }\"];\n", + "\"sdata.sclass.bfo_classes.TemporalRegion\" [shape = record, pos = \"11.139,7.250!\" , label = \"{ sdata.sclass.bfo_classes.TemporalRegion | }\"];\n", + 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\"\"];\n", + "\"sdata.sclass.bfo_classes.Continuant\" -> \"sdata.sclass.bfo_classes.Entity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ContinuantFiatBoundary\" -> \"sdata.sclass.bfo_classes.ImmaterialEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Disposition\" -> \"sdata.sclass.bfo_classes.RealizableEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Entity\" -> object [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.FiatLine\" -> \"sdata.sclass.bfo_classes.ContinuantFiatBoundary\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.FiatObjectPart\" -> \"sdata.sclass.bfo_classes.MaterialEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.FiatPoint\" -> \"sdata.sclass.bfo_classes.ContinuantFiatBoundary\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.FiatSurface\" -> \"sdata.sclass.bfo_classes.ContinuantFiatBoundary\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Function\" -> \"sdata.sclass.bfo_classes.Disposition\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.GenericallyDependentContinuant\" -> \"sdata.sclass.bfo_classes.Continuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.History\" -> \"sdata.sclass.bfo_classes.Process\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ImmaterialEntity\" -> \"sdata.sclass.bfo_classes.IndependentContinuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.IndependentContinuant\" -> \"sdata.sclass.bfo_classes.Continuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.MaterialEntity\" -> 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normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.OneDimensionalTemporalRegion\" -> \"sdata.sclass.bfo_classes.TemporalRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Process\" -> \"sdata.sclass.bfo_classes.Occurrent\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ProcessBoundary\" -> \"sdata.sclass.bfo_classes.Occurrent\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Quality\" -> \"sdata.sclass.bfo_classes.SpecificallyDependentContinuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.RealizableEntity\" -> \"sdata.sclass.bfo_classes.SpecificallyDependentContinuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.RelationalQuality\" -> \"sdata.sclass.bfo_classes.Quality\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Role\" -> \"sdata.sclass.bfo_classes.RealizableEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.Site\" -> \"sdata.sclass.bfo_classes.ImmaterialEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.SpatialRegion\" -> \"sdata.sclass.bfo_classes.ImmaterialEntity\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.SpatiotemporalRegion\" -> \"sdata.sclass.bfo_classes.Occurrent\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.SpecificallyDependentContinuant\" -> \"sdata.sclass.bfo_classes.Continuant\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.TemporalInstant\" -> \"sdata.sclass.bfo_classes.ZeroDimensionalTemporalRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.TemporalInterval\" -> \"sdata.sclass.bfo_classes.OneDimensionalTemporalRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.TemporalRegion\" -> \"sdata.sclass.bfo_classes.Occurrent\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ThreeDimensionalSpatialRegion\" -> \"sdata.sclass.bfo_classes.SpatialRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.TwoDimensionalSpatialRegion\" -> \"sdata.sclass.bfo_classes.SpatialRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ZeroDimensionalSpatialRegion\" -> \"sdata.sclass.bfo_classes.SpatialRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\"sdata.sclass.bfo_classes.ZeroDimensionalTemporalRegion\" -> \"sdata.sclass.bfo_classes.TemporalRegion\" [color = \"#595959\", style = solid , arrowtail = normal , arrowhead = none , taillabel = \"\", label = \"\", headlabel = \"\"];\n", + "\n", + "}\n", + "\"\"\"\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "39b5633c-fb01-48a6-8cf8-3c9bb0466799", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/blob.ipynb b/ipynb/blob.ipynb new file mode 100644 index 0000000..50d3ea3 --- 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_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
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checksumchecksumNoneNonestrA hash value (based on the SHA-256 algorithm) ...Checksum (SHA-256)Truesaf:checksum
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publisherpublisherNoneNonestrThe publisher or owner of the resource (e.g., ...PublisherFalsesaf:publisher
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"modified_date Modified Date False saf:modifiedDate \n", + "publisher Publisher False saf:publisher \n", + "source_uri Source URI False saf:sourceURI " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = Blob(name=\"myblob\")\n", + "b.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "260b871d-b6be-4f77-b660-94e1a991f9b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Blob-Name: MeinPDFBlob\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'content'", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mKeyError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[15]\u001b[39m\u001b[32m, line 22\u001b[39m\n\u001b[32m 20\u001b[39m \u001b[38;5;66;03m# Zugriff auf Metadaten (ohne Lazy-Loading des Inhalts)\u001b[39;00m\n\u001b[32m 21\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[33mBlob-Name:\u001b[39m\u001b[33m\"\u001b[39m, blob_bytes.name)\n\u001b[32m---> \u001b[39m\u001b[32m22\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[33mFiletype:\u001b[39m\u001b[33m\"\u001b[39m, blob_bytes.filetype)\n\u001b[32m 23\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[33mExists:\u001b[39m\u001b[33m\"\u001b[39m, blob_bytes.exists()) \u001b[38;5;66;03m# True, da In-Memory\u001b[39;00m\n\u001b[32m 25\u001b[39m \u001b[38;5;66;03m# Lazy-Loading: Inhalt erst jetzt laden (hier schon in base64 gespeichert)\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/projects/sdata/sdata/sclass/blob.py:246\u001b[39m, in \u001b[36mBlob.filetype\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 239\u001b[39m \u001b[38;5;129m@property\u001b[39m\n\u001b[32m 240\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mfiletype\u001b[39m(\u001b[38;5;28mself\u001b[39m) -> \u001b[38;5;28mstr\u001b[39m:\n\u001b[32m 241\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 242\u001b[39m \u001b[33;03m Retrieve the filetype (no content loading required).\u001b[39;00m\n\u001b[32m 243\u001b[39m \n\u001b[32m 244\u001b[39m \u001b[33;03m :return: The filetype string (e.g., 'pdf', 'png', 'jpg').\u001b[39;00m\n\u001b[32m 245\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m246\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.data[\u001b[33m'\u001b[39m\u001b[33mcontent\u001b[39m\u001b[33m'\u001b[39m].get(\u001b[33m'\u001b[39m\u001b[33mfiletype\u001b[39m\u001b[33m'\u001b[39m, \u001b[33m'\u001b[39m\u001b[33mbinary\u001b[39m\u001b[33m'\u001b[39m)\n", + "\u001b[31mKeyError\u001b[39m: 'content'" + ] + } + ], + "source": [ + "\n", + "import logging\n", + "import io\n", + "import base64\n", + "import hashlib\n", + "import os\n", + "from typing import Any, Dict, Optional, Literal\n", + "# Konfiguriere Logging für Debug-Ausgaben\n", + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Beispiel 1: Blob mit In-Memory-Bytes (z. B. für ein kleines PDF oder Bild)\n", + "example_bytes = b'%PDF-1.4\\n% Beispiel-PDF-Inhalt' # Platzhalter für echte Bytes, z. B. aus open('file.pdf', 'rb').read()\n", + "blob_bytes = Blob(\n", + " content_type='bytes',\n", + " value=example_bytes,\n", + " filetype='pdf',\n", + " name=\"MeinPDFBlob\",\n", + " description=\"Ein Blob mit PDF-Inhalt als Bytes.\"\n", + ")\n", + "\n", + "# Zugriff auf Metadaten (ohne Lazy-Loading des Inhalts)\n", + "print(\"Blob-Name:\", blob_bytes.name)\n", + "print(\"Filetype:\", blob_bytes.filetype)\n", + "print(\"Exists:\", blob_bytes.exists()) # True, da In-Memory\n", + "\n", + "# Lazy-Loading: Inhalt erst jetzt laden (hier schon in base64 gespeichert)\n", + "content = blob_bytes.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content[:20]) # Zeigt die ersten 20 Bytes\n", + "\n", + "# Hash-Berechnung (lädt Inhalt lazy)\n", + "print(\"SHA1:\", blob_bytes.sha1)\n", + "print(\"MD5:\", blob_bytes.md5)\n", + "\n", + "# Serialisieren zu Dict/JSON\n", + "serialized = blob_bytes.to_dict()\n", + "print(\"Serialisierte Daten:\", serialized)\n", + "\n", + "# Deserialisieren zurück\n", + "restored_blob = Blob.from_dict(serialized)\n", + "print(\"Restored Filetype:\", restored_blob.filetype)\n", + "print(\"Restored SHA1:\", restored_blob.sha1) # Lädt Inhalt lazy für Hash\n", + "\n", + "# Beispiel 2: Blob mit URI (z. B. lokaler Dateipfad)\n", + "# Angenommen, es gibt eine Datei '/tmp/example.png'\n", + "with open('/tmp/example.png', 'wb') as f:\n", + " f.write(b'\\x89PNG\\r\\n\\x1a\\n') # Platzhalter für PNG-Header\n", + "\n", + "blob_uri = Blob(\n", + " content_type='uri',\n", + " value='/tmp/example.png', # Oder 's3://mybucket/key.jpg' für S3\n", + " filetype='png',\n", + " name=\"MeinBildBlob\",\n", + " description=\"Ein Blob mit URI zu einem PNG-Bild.\"\n", + ")\n", + "\n", + "# Metadaten-Zugriff (kein Loading)\n", + "print(\"Blob-Name:\", blob_uri.name)\n", + "print(\"Filetype:\", blob_uri.filetype)\n", + "print(\"Exists:\", blob_uri.exists()) # Überprüft via fsspec, ohne Inhalt zu laden\n", + "\n", + "# Lazy-Loading: Inhalt laden\n", + "content_uri = blob_uri.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content_uri[:20])\n", + "\n", + "# Hash-Berechnung\n", + "print(\"SHA1:\", blob_uri.sha1)\n", + "print(\"MD5:\", blob_uri.md5)\n", + "\n", + "# Beispiel 3: Blob mit URI in Zip (fsspec unterstützt das)\n", + "# Angenommen, '/tmp/outer.zip' enthält 'inner.pdf'\n", + "blob_zip = Blob(\n", + " content_type='uri',\n", + " value='zip://inner.pdf::/tmp/outer.zip',\n", + " filetype='pdf',\n", + " name=\"MeinZipBlob\"\n", + ")\n", + "\n", + "if blob_zip.exists():\n", + " print(\"Zip-Inhalt exists und kann lazy geladen werden.\")\n", + "\n", + "# Aktualisieren des Inhalts\n", + "blob_bytes.set_content(content_type='uri', value='/tmp/newfile.txt', filetype='txt')\n", + "print(\"Updated Filetype:\", blob_bytes.filetype)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c2aaecc-f772-40e7-a564-c0162f94598c", + "metadata": {}, + "outputs": [], + "source": [ + "# Konfiguriere Logging für Debug-Ausgaben\n", + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Beispiel 1: Blob mit In-Memory-Bytes (z. B. für ein kleines PDF oder Bild)\n", + "example_bytes = b'%PDF-1.4\\n% Beispiel-PDF-Inhalt' # Platzhalter für echte Bytes, z. B. aus open('file.pdf', 'rb').read()\n", + "blob_bytes = Blob(\n", + " content_type='bytes',\n", + " value=example_bytes,\n", + " filetype='pdf',\n", + " name=\"MeinPDFBlob\",\n", + " description=\"Ein Blob mit PDF-Inhalt als Bytes.\"\n", + ")\n", + "\n", + "# Zugriff auf Metadaten (ohne Lazy-Loading des Inhalts)\n", + "print(\"Blob-Name:\", blob_bytes.metadata.attributes['_sdata_name'].value)\n", + "print(\"Filetype:\", blob_bytes.filetype)\n", + "print(\"Exists:\", blob_bytes.exists()) # True, da In-Memory\n", + "\n", + "# Lazy-Loading: Inhalt erst jetzt laden (hier schon in base64 gespeichert)\n", + "content = blob_bytes.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content[:20]) # Zeigt die ersten 20 Bytes\n", + "\n", + "# Hash-Berechnung (lädt Inhalt lazy)\n", + "print(\"SHA1:\", blob_bytes.sha1)\n", + "print(\"MD5:\", blob_bytes.md5)\n", + "\n", + "# Serialisieren zu Dict/JSON\n", + "serialized = blob_bytes.to_dict()\n", + "print(\"Serialisierte Daten:\", serialized)\n", + "\n", + "# Deserialisieren zurück (jetzt fehlerfrei)\n", + "restored_blob = Blob.from_dict(serialized)\n", + "print(\"Restored Filetype:\", restored_blob.filetype)\n", + "print(\"Restored SHA1:\", restored_blob.sha1) # Lädt Inhalt lazy für Hash" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d3b2f554-cb16-4627-9e41-1b0e875c57f6", + "metadata": {}, + "outputs": [], + "source": [ + "ls /tmp/example.png" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a360e15a-2aa6-4ca2-b417-b2543239d941", + "metadata": {}, + "outputs": [], + "source": [ + "# Beispiel 2: Blob mit URI (z. B. lokaler Dateipfad)\n", + "# Erzeuge eine Testdatei\n", + "test_file_path = '/tmp/example.png'\n", + "with open(test_file_path, 'wb') as f:\n", + " f.write(b'\\x89PNG\\r\\n\\x1a\\n') # Platzhalter für PNG-Header\n", + "\n", + "blob_uri = Blob(\n", + " content_type='uri',\n", + " value=test_file_path, # Oder 's3://mybucket/key.jpg' für S3 (benötigt Credentials)\n", + " filetype='png',\n", + " name=\"MeinBildBlob\",\n", + " description=\"Ein Blob mit URI zu einem PNG-Bild.\"\n", + ")\n", + "\n", + "# Metadaten-Zugriff (kein Loading)\n", + "print(\"Blob-Name:\", blob_uri.metadata.attributes['_sdata_name'].value)\n", + "print(\"Filetype:\", blob_uri.filetype)\n", + "print(\"Exists:\", blob_uri.exists()) # Überprüft via fsspec, ohne Inhalt zu laden (True, wenn Datei existiert)\n", + "\n", + "# Lazy-Loading: Inhalt laden\n", + "content_uri = blob_uri.content_bytes\n", + "print(\"Inhalt als Bytes (Auszug):\", content_uri[:20])\n", + "\n", + "# Hash-Berechnung\n", + "print(\"SHA1:\", blob_uri.sha1)\n", + "print(\"MD5:\", blob_uri.md5)\n", + "\n", + "# Aktualisieren des Inhalts\n", + "blob_bytes.set_content(content_type='uri', value=test_file_path, filetype='png')\n", + "print(\"Updated Filetype:\", blob_bytes.filetype)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8cf4199c-f5ce-4fca-9bdd-135924fcf044", + "metadata": {}, + "outputs": [], + "source": [ + "os.path.exists(test_file_path)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e40503dc-cc15-42a4-a15e-1de9422cc43d", + "metadata": {}, + "outputs": [], + "source": [ + "b=Blob()\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "faa923e5-19d8-44ad-b62c-a28c8adf93ef", + "metadata": {}, + "outputs": [], + "source": [ + "b.data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de286866-3dee-40ba-8fff-e169e1651466", + "metadata": {}, + "outputs": [], + "source": [ + "b.content_bytes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9fd4ee93-4c7a-499f-95dc-2edd91617886", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/data_rsa.ipynb b/ipynb/data_rsa.ipynb new file mode 100644 index 0000000..53231c1 --- /dev/null +++ b/ipynb/data_rsa.ipynb @@ -0,0 +1,571 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "ab70c19f-f86f-4570-87e7-515073ec587c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "04:28:02 DEBUG:Loaded backend inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import sdata.iolib.rsa" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e42f0fa2-85d5-4ad2-8c71-b24b0cc9ff29", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyData|test0815|802447056ebf520a80cf5c27f5c76520)" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_unique_name = \"test0815\"\n", + "suuid = sdata.SUUID.from_name(class_name=\"MyData\", name=my_unique_name, ns_name=\"projectxyz\")\n", + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f5a80833-effd-47d1-a3c4-dad673ac0b3a", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame({\"a\":[1,2,3], \"b\":[1.2, 3, 2]})" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "328823e2-b4c8-48f8-bd9f-cd59f9014112", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'test0815':bfd77659ec6a4d07b51f0a275661f209)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=my_unique_name,\n", + " suuid=suuid.idstr,\n", + " table=df)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "87a3bbf6-ffa8-4412-afdd-58ccf97ef31d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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KEY-----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\\npzCHYxLDDqoQ/exDkAACu6KxmVYoj4Wj59PHgIo=\\n-----END RSA PRIVATE KEY-----'\n", + "private_key = sdata.iolib.rsa.import_private_from_pem(private_key_pem)\n", + "private_key" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "16aeff29-657e-4909-8eec-7cf40686b278", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'n': 7518480163928421505254593387009073600225143274573242603510814478978569476057223976125235495445934693630292754011377365655636465856227659089167946980711815136123306341187158488536025727223661884771878038612805568082205423608699741983802614928464500572387646142821341107662475918223694004700687329123078794801,\n", + " 'e': 65537}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "public_key = sdata.iolib.rsa.get_public_key(private_key)\n", + "public_key" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "153cca70-fce1-400b-974a-4d6717557d35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'{\"metadata\": {\"!sdata_class\": {\"name\": \"!sdata_class\", \"value\": \"Data\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata class\", \"label\": \"\", \"required\": false}, \"!sdata_ctime\": {\"name\": \"!sdata_ctime\", \"value\": \"2025-07-15T16:28:04.705051+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"creation date\", \"label\": \"\", \"required\": false}, \"!sdata_mtime\": {\"name\": \"!sdata_mtime\", \"value\": \"2025-07-15T16:28:04.705127+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"modification date\", \"label\": \"\", \"required\": false}, \"!sdata_name\": {\"name\": \"!sdata_name\", \"value\": \"test0815\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_parent\": {\"name\": \"!sdata_parent\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"uuid of the parent sdata object\", \"label\": \"\", \"required\": false}, \"!sdata_project\": {\"name\": \"!sdata_project\", \"value\": \"N.N.\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"project name\", \"label\": \"\", \"required\": false}, \"!sdata_sname\": {\"name\": \"!sdata_sname\", \"value\": \"MyData|test0815|802447056ebf520a80cf5c27f5c76520\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_suuid\": {\"name\": \"!sdata_suuid\", \"value\": \"ODAyNDQ3MDU2ZWJmNTIwYTgwY2Y1YzI3ZjVjNzY1MjBNeURhdGF8dGVzdDA4MTU=\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Super Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_url\": {\"name\": \"!sdata_url\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"url of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_uuid\": {\"name\": \"!sdata_uuid\", \"value\": \"bfd77659ec6a4d07b51f0a275661f209\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_version\": {\"name\": \"!sdata_version\", \"value\": \"0.25.6\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": false}}, \"table\": {\"a\": {\"0\": 1, \"1\": 2, \"2\": 3}, \"b\": {\"0\": 1.2, \"1\": 3.0, \"2\": 2.0}}, \"description\": \"\"}'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "message = data.to_json()\n", + "message" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a72dde50-4726-4337-9f18-1be07adcfe71", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4181957408731890829019971613966573584293947491086683276682168273286507188480419802598052237359443930337864003065209061157652113463873570791961037530166742818460167563605579401704994967400862879887343409115156293854062280373771023257072489258011125241929482982626562334933671989276549880354256010013938017805" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "signature = sdata.iolib.rsa.sign(message, private_key)\n", + "signature" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "df2150a0-5202-4acb-9649-32e808187bfb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.rsa.verify(message, signature, public_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "af58db82-7b71-46a3-a0ee-56d1e10095b1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[4438257112523537178852206314074442784389983928666070900428398035588748916608646167715919137678148410156333113361541815194217403862210498524969516135708755414856245664073076150482695788685412328844971067452242977081397752780923436325524899926562902874213732747084527694041046688206409726016195525990462344061,\n", + " 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\"description\": \"creation date\", \"label\": \"\", \"required\": false}, \"!sdata_mtime\": {\"name\": \"!sdata_mtime\", \"value\": \"2025-07-15T16:28:04.705127+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"modification date\", \"label\": \"\", \"required\": false}, \"!sdata_name\": {\"name\": \"!sdata_name\", \"value\": \"test0815\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"name of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_parent\": {\"name\": \"!sdata_parent\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"uuid of the parent sdata object\", \"label\": \"\", \"required\": false}, \"!sdata_project\": {\"name\": \"!sdata_project\", \"value\": \"N.N.\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"project name\", \"label\": \"\", \"required\": false}, \"!sdata_sname\": {\"name\": \"!sdata_sname\", \"value\": \"MyData|test0815|802447056ebf520a80cf5c27f5c76520\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sname of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_suuid\": {\"name\": \"!sdata_suuid\", \"value\": \"ODAyNDQ3MDU2ZWJmNTIwYTgwY2Y1YzI3ZjVjNzY1MjBNeURhdGF8dGVzdDA4MTU=\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Super Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_url\": {\"name\": \"!sdata_url\", \"value\": \"\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"url of the data object\", \"label\": \"\", \"required\": false}, \"!sdata_uuid\": {\"name\": \"!sdata_uuid\", \"value\": \"bfd77659ec6a4d07b51f0a275661f209\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"Universally Unique Identifier\", \"label\": \"\", \"required\": false}, \"!sdata_version\": {\"name\": \"!sdata_version\", \"value\": \"0.25.6\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"sdata package version\", \"label\": \"\", \"required\": false}}, \"table\": {\"a\": {\"0\": 1, \"1\": 2, 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"metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/dataframe.ipynb b/ipynb/dataframe.ipynb new file mode 100644 index 0000000..8180ef8 --- /dev/null +++ b/ipynb/dataframe.ipynb @@ -0,0 +1,454 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b53b1226-9908-4f02-9423-bad4d9c19de7", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.sclass.dataframe import DataFrame\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "97638ced-1a12-4bed-8cb8-42d6cc4ded6b", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame({\n", + " 'A': [1, 2, 3],\n", + " 'B': ['apple', 'banana', 'cherry']\n", + "})\n", + "df.to_parquet('/tmp/df1.pq', index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f21b727d-d42d-409f-a48b-36f55386e28d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Erstelle einen Pandas DataFrame\n", + "import pandas as pd\n", + "\n", + "df = pd.DataFrame({\n", + " 'weight': [10, 20, 30],\n", + " 'height': [1.5, 1.6, 1.7]\n", + "})\n", + "\n", + "# Erstelle eine SDataFrame-Instanz mit Metadaten\n", + "column_meta = {\n", + " 'weight': {'label': 'Gewicht', 'unit': 'kg'},\n", + " 'height': {'label': 'Höhe', 'unit': 'm'}\n", + "}\n", + "sdf = DataFrame(df=df, column_metadata=column_meta, name=\"MeinDataFrame\", description=\"Beispieldaten\")\n", + "sdf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7168d2fa-cf0d-40ad-8ed1-c72f57b2797e", + "metadata": {}, + "outputs": [], + "source": [ + "df.to_parquet(\"/tmp/df.pq\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7622d35c-4283-4f72-9324-078779366e99", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'weight': {'label': 'Gewicht', 'unit': 'kg'},\n", + " 'height': {'label': 'Höhe', 'unit': 'm'}}" + ] + }, + "execution_count": 5, + 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} + ], + "source": [ + "d2 = DataFrame.from_dict(sdf.to_dict())\n", + "d2.df" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "47680425-0aed-45cd-a2d9-fc35e077d12a", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'DataFrame' object has no attribute 'df'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m serialized \u001b[38;5;241m=\u001b[39m sdf\u001b[38;5;241m.\u001b[39mto_dict()\n\u001b[1;32m 2\u001b[0m restored_sdf \u001b[38;5;241m=\u001b[39m DataFrame\u001b[38;5;241m.\u001b[39mfrom_dict(serialized)\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(restored_sdf\u001b[38;5;241m.\u001b[39mdf)\n", + "\u001b[0;31mAttributeError\u001b[0m: 'DataFrame' object has no attribute 'df'" + ] + } + ], + "source": [ + "serialized = sdf.to_dict()\n", + "restored_sdf = DataFrame.from_dict(serialized)\n", + "print(restored_sdf.df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5e0064c-d686-44d4-b263-7d03d9e341de", + "metadata": {}, + "outputs": [], + "source": [ + "type(restored_sdf)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21791d4f-6cdd-4acd-b1d0-0eefeee09177", + "metadata": {}, + "outputs": [], + "source": [ + "DataFrame().df" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "87503fda-351d-443a-88da-5ad99dc72de4", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No value set in content.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[13], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m sdata_factory(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mA\u001b[39m\u001b[38;5;124m\"\u001b[39m, DataFrame)\u001b[38;5;241m.\u001b[39mdf\n", + "File \u001b[0;32m~/projects/sdata/sdata/dataframe.py:64\u001b[0m, in \u001b[0;36mDataFrame.df\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdf_cached\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdata:\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdata[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdf_cached\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m---> 64\u001b[0m content_bytes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcontent_bytes \u001b[38;5;66;03m# Lazy load from Blob\u001b[39;00m\n\u001b[1;32m 65\u001b[0m bytes_io \u001b[38;5;241m=\u001b[39m io\u001b[38;5;241m.\u001b[39mBytesIO(content_bytes)\n\u001b[1;32m 66\u001b[0m loaded_df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_parquet(bytes_io, engine\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpyarrow\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[0;32m~/projects/sdata/sdata/blob.py:119\u001b[0m, in \u001b[0;36mBlob.content_bytes\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 117\u001b[0m val \u001b[38;5;241m=\u001b[39m content\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mvalue\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 118\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m val \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 119\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo value set in content.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 121\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ctype \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbytes\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 122\u001b[0m loaded_bytes \u001b[38;5;241m=\u001b[39m base64\u001b[38;5;241m.\u001b[39mb64decode(val)\n", + "\u001b[0;31mValueError\u001b[0m: No value set in content." + ] + } + ], + "source": [ + "sdata_factory(\"A\", DataFrame).df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c43eb90-92f5-47ec-bb14-9b7301eb94a2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/datagraph.ipynb b/ipynb/datagraph.ipynb new file mode 100644 index 0000000..f950df3 --- /dev/null +++ b/ipynb/datagraph.ipynb @@ -0,0 +1,134 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "4a416949-9481-4c2e-967f-b015b6b05cb1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[Geometry(name='Geom 0123', uid=UUID('0027743e-b2e9-4a6d-8538-07b60177eb8d'), file=PosixPath('geometry.step'), kind='step')]\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field, asdict\n", + "from pathlib import Path\n", + "from typing import Dict, List, Protocol, ClassVar, Type\n", + "from uuid import UUID, uuid4\n", + "\n", + "# ---------- Basistypen ---------- #\n", + "\n", + "class HasUID(Protocol):\n", + " uid: UUID # sorgt für ein gemeinsames Attribut aller Knoten\n", + " name: str\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class BaseNode:\n", + " name: str\n", + " uid: UUID = field(default_factory=uuid4)\n", + "\n", + " # generische Serialisierung\n", + " def asdict(self) -> Dict:\n", + " return asdict(self)\n", + "\n", + "# ---------- konkrete Domänenobjekte ---------- #\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Requirements(BaseNode):\n", + " spec_file: Path | None = None\n", + "\n", + "@dataclass(slots=True, frozen=True)\n", + "class Part(BaseNode):\n", + " material: str = \"UNDEF\"\n", + " geometry: Path | None = None\n", + " model: str | None = None\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Geometry(BaseNode):\n", + " file: Path\n", + " kind: str = \"step\"\n", + "\n", + "# ---------- Beziehung ---------- #\n", + "\n", + "@dataclass(slots=True, frozen=True, kw_only=True)\n", + "class Edge:\n", + " src: UUID\n", + " dst: UUID\n", + " role: str\n", + "\n", + "# ---------- Graph-Container ---------- #\n", + "\n", + "class DataGraph:\n", + " _registry: ClassVar[Dict[UUID, BaseNode]] = {}\n", + " _edges: ClassVar[List[Edge]] = []\n", + "\n", + " # generisch – funktioniert für **alle** Node-Subklassen\n", + " @classmethod\n", + " def add(cls, node: BaseNode) -> UUID:\n", + " cls._registry[node.uid] = node\n", + " return node.uid\n", + "\n", + " @classmethod\n", + " def link(cls, src: HasUID, dst: HasUID, role: str) -> None:\n", + " cls._edges.append(Edge(src=src.uid, dst=dst.uid, role=role))\n", + "\n", + " # Beispiel-Query\n", + " @classmethod\n", + " def children(cls, parent: HasUID, role: str | None = None) -> List[BaseNode]:\n", + " uids = [\n", + " e.dst for e in cls._edges\n", + " if e.src == parent.uid and (role is None or e.role == role)\n", + " ]\n", + " return [cls._registry[uid] for uid in uids]\n", + "\n", + "# ---------- Demo ---------- #\n", + "\n", + "req = Requirements(name=\"Lastenheft\")\n", + "part = Part(name=\"Part 123\", material=\"PP-GF30-PCR50\")\n", + "geom = Geometry(name=\"Geom 0123\", file=Path(\"geometry.step\"))\n", + "\n", + "DataGraph.add(req)\n", + "DataGraph.add(part)\n", + "DataGraph.add(geom)\n", + "\n", + "DataGraph.link(part, geom, role=\"has_geometry\")\n", + "\n", + "print(DataGraph.children(part)) # -> [Geometry(...)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c5e1d81-b2a1-4c39-8ea5-ff37136b16da", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/db_name.dot b/ipynb/db_name.dot new file mode 100644 index 0000000..fb3b2db --- /dev/null +++ b/ipynb/db_name.dot @@ -0,0 +1,8 @@ +digraph { +4 [label="name Ronald Wayne\ntype ['person', 'administrator', 'founder']"]; +1 [label="name db_name Computer Company\ntype ['company', 'start-up']\nfounded April 1, 1976"]; +5 [label="name Mike Markkula\ntype ['person', 'investor']"]; +4 -> 1 [label="action founded"]; +1 -> 4 [label="action divested\namount 800\ndate April 12, 1976"]; +5 -> 1 [label="action invested\nequity 80000\ndebt 170000"]; +} diff --git a/ipynb/doe-Copy1.ipynb b/ipynb/doe-Copy1.ipynb new file mode 100644 index 0000000..bef0176 --- /dev/null +++ b/ipynb/doe-Copy1.ipynb @@ -0,0 +1,1277 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata DoE" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.19.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sdata\n", + "import sdata.doe\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "params_ranges = {\"a\":[1,2],\n", + "\"b\":[10,20],\n", + "\"c\":[-1,1],\n", + "\"d\":[1,10]}" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10.0 , 20.0]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe = sdata.doe.DOE(params_ranges)\n", + "b = doe._ranges[\"b\"]\n", + "b" + ] + }, + { + "cell_type": "code", + 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abcd
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11.5015.00.05.50
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.50 15.0 0.0 5.50\n", + "2 1.75 12.5 0.5 3.25" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_doe = doe.gen_sobol(n=30)\n", + "df_doe.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "NoneType" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "df = pd.DataFrame()\n", + "type(df.index.name)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'test':2a6c5b416cd04bd6888c394b90fdefc8)\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabelrequired
key
aa[1.0 , 2.0]str?parameter range a$a$False
bb[10.0 , 20.0]str?parameter range b$b$False
cc[-1.0 , 1.0]str?parameter range c$c$False
dd[1.0 , 10.0]str?parameter range d$d$False
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" + ], + "text/plain": [ + " name value dtype unit description label required\n", + "key \n", + "a a [1.0 , 2.0] str ? parameter range a $a$ False\n", + "b b [10.0 , 20.0] str ? parameter range b $b$ False\n", + "c c [-1.0 , 1.0] str ? parameter range c $c$ False\n", + "d d [1.0 , 10.0] str ? parameter range d $d$ False" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = doe.to_data(name=\"test\", df_doe=df_doe)\n", + "print(data)\n", + "data.metadata.udf" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabelrequired
key
aa[1.0 , 2.0]str?parameter range a$a$False
bb[10.0 , 20.0]str?parameter range b$b$False
cc[-1.0 , 1.0]str?parameter range c$c$False
dd[1.0 , 10.0]str?parameter range d$d$False
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" + ], + "text/plain": [ + " name value dtype unit description label required\n", + "key \n", + "a a [1.0 , 2.0] str ? parameter range a $a$ False\n", + "b b [10.0 , 20.0] str ? parameter range b $b$ False\n", + "c c [-1.0 , 1.0] str ? parameter range c $c$ False\n", + "d d [1.0 , 10.0] str ? parameter range d $d$ False" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"doe\", uuid=None, table=df_doe, description=\"my DoE\")\n", + "for parameter_name, r in doe.ranges.items():\n", + " data.metadata.add(parameter_name, r, unit=\"?\", description=f\"parameter range {parameter_name}\", \n", + " label=rf\"${parameter_name}$\")\n", + "data.metadata.udf" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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abcd
doe_id
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21.75012.500.503.250
31.25017.50-0.507.750
41.37513.750.252.125
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abcd
doe_id
11.50015.000.005.500
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" + ], + "text/plain": [ + " a b c d\n", + "doe_id \n", + "1 1.500 15.00 0.00 5.500\n", + "2 1.750 12.50 0.50 3.250\n", + "3 1.250 17.50 -0.50 7.750\n", + "4 1.375 13.75 0.25 2.125\n", + "5 1.875 18.75 -0.75 6.625" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['dummy1', 'dummy2', 'dummy3', 'dummy4', 'sheet_thickness', 'slant_depth', 'angle_slant', 'r_die', 'r_punch', 'x_napf', 'y_napf', 'dwb_force', 'blkh_force', 'e', 'r', 'sigy', 'tenst'])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "params_ranges = {\"dummy1\":[0,1],\n", + "\"dummy2\":[0,1],\n", + "\"dummy3\":[0,1],\n", + "\"dummy4\":[0,1],\n", + "\"sheet_thickness\": [0.8, 1.8],\n", + " \"slant_depth\": [10., 50.],\n", + " \"angle_slant\": [2., 8.],\n", + " \"r_die\": [3., 6.],\n", + " \"r_punch\": [4., 8.],\n", + " \"x_napf\": [150, 250],\n", + " \"y_napf\": [100, 150],\n", + "\n", + " \"dwb_force\": [100, 800],\n", + " \"blkh_force\": [10000, 100000],\n", + "\n", + " \"e\": [200000, 210000],\n", + " \"r\": [0.8, 1.5],\n", + " \"sigy\": [230, 400],\n", + " \"tenst\": [500, 1000]\n", + " }\n", + "params_ranges.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[230.0 , 400.0]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe = sdata.doe.DOE(params_ranges)\n", + "sigy = doe._ranges[\"sigy\"]\n", + "sigy" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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dummy1dummy2dummy3dummy4sheet_thicknessslant_depthangle_slantr_dier_punchx_napfy_napfdwb_forceblkh_forceersigytenst
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dummy1dummy2dummy3dummy4sheet_thicknessslant_depthangle_slantr_dier_punchx_napfy_napfdwb_forceblkh_forceersigytenst
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" + ], + "text/plain": [ + " dummy1 dummy2 dummy3 dummy4 sheet_thickness slant_depth \\\n", + "doe_id \n", + "1 0.50 0.50 0.50 0.50 1.30 30.0 \n", + "2 0.75 0.25 0.75 0.25 1.55 20.0 \n", + "3 0.25 0.75 0.25 0.75 1.05 40.0 \n", + "\n", + " angle_slant r_die r_punch x_napf y_napf dwb_force blkh_force \\\n", + "doe_id \n", + "1 5.0 4.50 6.0 200.0 125.0 450.0 55000.0 \n", + "2 6.5 3.75 5.0 225.0 112.5 625.0 32500.0 \n", + "3 3.5 5.25 7.0 175.0 137.5 275.0 77500.0 \n", + "\n", + " e r sigy tenst \n", + "doe_id \n", + "1 205000.0 1.150 315.0 750.0 \n", + "2 207500.0 0.975 357.5 875.0 \n", + "3 202500.0 1.325 272.5 625.0 " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "doe.gen_sobol(n=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Klu7pi+etXtLcUV1MjP5cDL2mc93JatvX2Z4hab+yH0FsP2/7N/XqkhLQrSNprWxFswtwfuVJORbXCsC/yspWkLREfj2RNGlSKzbwApZZYmxP3mRs3+OUJKdS53tt17VSoAM6N0IS+IUXRnqddiFpP2B52z+1vXuT1aI/t86kHDeP/PnPBW4fheu+TtJ1kv4kqeThMaoPNCUkscwSjUL79wTr2t7b9iV524cGExi2D7G9uu01Sf39b7Z3I8XRL8VH3RM4r5kG9EF/HgkHAK8FZtremrRY9XD9Kgs4Gviz7VcCGwK3DLcRfdSf28XW2WpkcqMTB7U/Zw+NA4E7gUslHVIqy+XN0Gzcz37Q+ZD89+zhVM4TWycCt9j+QVn5tqQYqDvYfrqsfMU8AYaktUkWT3cOs+2la/bCfWNEOhfBYlKv9+VKnlJKGAiApE1JRiD1GAtsAhybrf+fIoX9qEVTlqjlk6gPP1z/p7XD/fli4ExJb5G0Dek++OdmKlbxSDkWeBnJAvJ+ktco1Nas1fJFC8ssfldaacWe7M+17qmkZ7o98+shY1tJywNvqihbRilBI3nB5e2kpJn1rnU+8GEltgAed5141U1+nq5+5u4V+vD+PCwkjZF0LWmBZYrtK/OhI/LC2A9Lcxo0+ezd6v05+nP76SWdm/21XgX4t6SrSXEGLypZcdSiNPlKsiAbA5xk+yYla8tptksTfbuS3JXKr/cq4HhJL5Am1I+0PeJJ1B4gdC6GVYBpoXPb+QjwmzxhvTXwJ9s/HOE1rwbWsP2kUlbtc0kP400PtiXtQ3JXYtKkSSNsTs9wjaQt8so3kjYH/jnMax0EnC7pm6S4qPUSwAaJZ20/qzQYXsL2rXlhqy5a6DK9FySXaaBu0qMgaDOlhGT35G0cLVgGSloaeBspIdsg8KikS4C1JC2ywG17hwb1tyTlyLghP0BCSn7+Y1JM2in5AXuq7U+S7heHS5pHSq72yQq39X5lpDoHrXMA8DtJJcvQVYEPNqgzC5hVNgFyFmmy+kHlRHPDsUS1/XPg5wCTJ0+uO57vMF8k3ftKnssX00RSyswQj5RyzxRJvyDFQ4b6mlUrf4TsMZetq0dk7dsD1LqnHklaSNib9Nv2gbI67wUutv1UWdnKwDn5/jsWOM12aeGh1rUuJMVhn0FKGPqRUf5sfYOkk0ieQw/ZXr/K8d1YmADzSVKc9evysbtJeZLmA/OaMUAIEk4hTDdSSoR7jqT1SYvBD5DGej8n6X44LYS1oTfuz0EX0tRkte2vSPoqadXwI8Axks4ETrR9R516F5JuzOVlh1bsH1al3hXAa5ppWz8ROhdD6Nxeyi1tSFahx5MmRi+TtIkbZHKvh8viytm+UNLPsrV60651A/qjuTnJmqPk8jMJuEXSDSTPr7qxZm1fSgpfUwpls1m984NFmJUHfueSJpceo7mHwXKX6Q1JSXwOqHhgCkYHAxdLMnB8vk8EFdj++gjrP01yOx8U3kmyJP0VCy0fm8b2P6j+QHhhlTJsn00XWxe3kRHpHLRGtt5/A/BKYF1SH73V9vP16tl+QNJ/Ja1r+zZSDOab87YnaZKv0hJ1P0mnk8YxI7ZE7RRKofCuzxNvxw3jEkM8UkqT+3n3vQy16j1N0g+Al5AMOq4ifUfrKIXKuZfkMfch284LPTuRQr417THXi9S5p0Lqj9XqnEzKqVNedifJ263a+Y9Wu1Y2ZNq3+dYONCeTwhaeWuP4XcCbbD8maTvSc93mZce3tt21oau6HduzJV0KbGv7e7n4OUm/BL6Q90c1rE0QVKNpP6j8Y/YAaWVlHinUwVmSptj+v3Y1cNAInYshdG4rlQ+Kj5FiJH+fNCG0zXAvLGkV4MH8/W1GslR/FJhNlUH4cN+nD2mUtDJoI7bfm18elh8Kl6c519+Sy/RnbF8p6WiSFdpXSycMqKdAO9jS9n2SViItKNzqFEMfCJ0rkTQF+IBzsjClEGan235HZ1vWXWRviKmSXm/74ewtYaf8L8EoEToXi+35knbM3nI3NqwwlM+QvO7GkULUfIQ0lutrS1TbLyiFsJtku6VYoTU8Uo6StBFpXH136Vj2+jyTtAAwD9g3W0uWwiAO8RDN1wqPuaCrsH25pDXrHL+ibHcqaaI0GAGSVgSezxPVSwFvBb5T5vUiUvLV8oWxvlhMHA6StrT9z0ZlwchoarJa0v6kldZHSO5KX7T9fF4lvh2Iyb1RIHQuhtC5vTjF5B0Wkn4LvBmYKGkW8DVSggdsH0ey/PhUdnF+BtglWypUDdMyog/SR9ieKWkrYB3bv8zW6Ms6ZYoP2oSkCVWKb8h/X0TjZKK1XKYXMKCeAqOOyxIlSSolSrq87HjoPJQVSxPVANm6aaV6FQacNST9jRRGRZJmAx91SoIYjB7D0rmay7mkb5ASSL1ACkuxV17QEslrbHvSBOpeI/EY62H+KekY4AxS7GkAGmlh+1qgmlv+IFiirgrcJOkqhmpWN0xNNY8U23vUOf8I4Igq5Yt4iOby8JgLepm9gT+V7Yen3PBYFTgle84sBpxp+wJJf8sT2QKuBT6Zz++bxcRh8hOSQVGjskWQ9DngY6S+egNJu1VJ3i0TSGFP97A9VylG+KnApiQDvQ/avnuUPkPX06xl9UTgfbZnlhfmVeJ3jX6zBpbQuRhC5wKQ9C3gqArLu8/b/kqtOrZ3rXdN28eQ3MKqHas6CA9A0tdID4frAr8kxR37NSl2X9A+plM/gdHa9SrXcZkOaiDpFaTEUyvbXl/SBqQkdN+sU2cZYDHbc7QwUdLhxbS4Z5lfbiEoaQ3qZ40fdE4CPm377wB58fCXQN0QTEHLDFfnk1nU5fy7tr+ar7M/cCjpIX07UmiFdUjWZMcy1P18UHh9/lt+rxyR99wAMKIwSkEQDEXS1qTJ6q3Kiut6ypXV7VuPOUljSh4VzWL7elIC+Mryqvf0PlxMbApJryP9/q2ooYnFlyMZzDWqvxqwP7Ce7WeyJ8wupIn/H9o+XdJxpH59bP77mO2XS9oF+A6N80P0Dc3GrD5U0gr5oW9sWfnVtm9pW+sGjNC5GELnwtjO9pdKO9nybnug5mR10DbeSxqAXA3JilQ5i3nQPmyvNQqXqeYyHdTmF6QkVsdDGnxLOg2oOVlN/URJQXW+DPxD0mV5/43kh76gKnNKE6iQ4qZKihAVo8+wdK7mcu6yHBnAMixcjNkRODU/qE+VNL4ifvBAMBIvukHF9mWSVgZem4uusv1QvTpBEFQnP8efQHrefLRU3shTruy8fvaYmyHpLOCXtsPIZXQZR/KOHcvCpOMAT5A8wJthLLCUpOeBpYH7SQu9pRCmpwCHkSard8yvIXnYHiNJeQzS9zQbBuRw0gPynSR3OIjV81EndC6G0LkwxkhawvZzADn+1RIdbtOgMte2s0tcyZI0KAhJWwLX2n5K0u4kF7EfNRO3so7LdFCdpW1flSeeS8yrV8F1EiUF1bH9Z6VkuluQPAc+50hmVI+rJB1PSpBmklXMpVnDhqETgqYZVZ0lHQF8GHgcKE3Orgb8t+y0WblskcnqPrfcW54Uqu2Nuegy4HDbj3euVd2NpJ2B75ISVgv4iaQv2j6row0Lgh5D0iTg96RQCf8pKw9PucQGJGvdE3KY05NIeUWeqF8taITty4DLJJ1c8tLPGr+oGX1t3yvpe6T8DM8AF5M8cWfbLj2vlMYVUDbmsD1P0uOksFBDxtz9Ot5oNgzIB4GXOSUwCdpH6FwMoXMx/Br4q1LmYAMfJa0UBsVzZn6AHy/p46Tv4hcdbtMgcSywoaQNSTHxTwR+Bbypo63qTx6R9DKyFaSknagyiRSMCkuQ4q6PBdaTRDVX2wCAjfLfr1WUv55YLB9NRlVn218GvizpEGC/fN1aYZ2q1e9ny72TSIm2ds77e5BCrryvYy3qfr4MvLZkTZ3jwP6FZC0XBEGmiRxGh5Im7H6WjRPm2Z5MeMoB4JRc+BfALyS9kbSA+8Nsbf0N2zM62sD+4NuSPgnMJ002Ly/pB7a/W69SDou6I7AWMBv4HSm8WCWlMUNTY45+HW80O1l9IzCelGAkaB+hczGEzgVg+yhJN5Di7Ir043hRh5s1kNj+nqS3kVyU1gUOtT2lw80aJOZly/YdgaNtnyhpz043qk/ZlzRYe6Wke4G7gN0726T+Q1IpZt5NDPVQisnqKkTIhGJoo86nAX8kTZjMAl5admx14L42vW838zLb7y/b/7qkazvWmt5gsYqwH4+SEpkFQVBGEzmMPkZKUFdZHp5ypJjVwDtJnuRrAt8HfgO8gZTf6RUda1z/sJ7tJyTtRtL0INKkdd3JauCtwF22HwaQ9HvSgvp4SWOzdXX5uKI05pglaSywPMlQZCBo9gfy28A1ki6SdH5pa1RJ0raSbpM0Q9LBVY7vJelhSdfm7WNlx/aUdHveBuWhPnQuhtC5IGz/yfYXbH8+Jqo7i+0ptr+Yv4+YqC6WOdkyb3fgj3kQuXiH29SX2L7T9luBFYFX2t7KA5Q1u0DeA6xr+5223523HepVyLF9z5J0q6RblJLUDAyS3inp/yQdWtqaqPNSSZdkvW6SdEAunyBpSh5TTMmWOijx4zxOub4U/mKQGI7ONa6zTtnuDsCt+fX5wIez1lsAjw9avOrMM0oJLIEF4a6e6WB7eoE/52ePvSTtRVoAicTgBTKMe+qbJT1e9mx3aNm1qj4XSlpL0pX5Wmco5RxB0hJ5f0Y+vmaxnz4YIG4nWe9+1/bGtn9g+8EccmjgLM3bxOKSFieNh8+z/TzNJRq/B9hC0tKSRDLquxm4hIUxr/cEzsuvz8/75ON/G5R41dC8ZfUppMyTN7DQgqYu+WH8p8DbSCsC/5Z0fpUg72fY3q+i7gSS9cJk0pc+Pdd9rMn29iqhczGEzm1E0j9sb6WU1Kj8ZipS8uDlOtS0gaPKdzCE+C4K44OkpBl7235AKdZeo5X3oAUk7W771xqamRvl2NW2f9CRhvUvd5IWXJ5roc7RwJ9t75Qf3pduS8u6EKXM7kuT4h6fQHrguKqJqvOAz9u+Wikp7nRJU4C9gL/aPjJPkhxMsurZDlgnb5uTQhBtPsofp2sZrs6q7nK+vaR1SePEmcAn8+kXAtsDM4CnGdykt58ETlWKXQ3wGAsfqIMylPO32P6ipPcBW5HGxD+3fU6HmzdotHpPBfi77XeVX6TBc+F3gB/aPj3fk/Ym3Yv3Bh6z/XJJu+TzPtjuDxwMJBvYfrLaAdv7F92YPuV44G7gOuBySWuQPJjrYvtKpXAsV5PuR9eQPEL/CJwu6Zu57MRc5UTgV5JmkCyqdxnlz9HVNDtZ/YjtH7d47c2AGdkdA0mnk1Z4mslI+g5giu3/5bpTgG1J8XaawjZPz53P0uPGLHhY7QFC52IInduI7a3y32Ubndtt9JLOzVD6DpSSij5AipMsYDeGZjAuul19pXMjbD8A/KBs/x7g1NK+pH/ZHnUr0wHTuZQ0tPB+PWA6l3gauFbSXymbsK71ECRpOVIitr3yeXOBlvJG9LjOr7e9gaTrbX9d0vdJyaHqki1278+v50i6hZRsZ0fS5CqkBfhLSRMrOwKnZqubqUrW7Ku2Yvk7oDpXczk/sUoZWdt9R9jOntVZ0gG2jyYlk9ow/2/jLk3c1SU6/wvYRNKvbO9BE32y1+iEztkqcTdgbduHZ0OAVWzXXKAaxj21FlWfC/P1tiEZKJSudRhpsnrH/BpSnPJjJKkVK8ku6c9Nkb+f1W3/t+HJXUYv6VyDb1Vp9+PANNvnVTm/I/SyznkuqXw+aaakpkKR2f4ai+bWuJN0X6k891ngA8NtZ75Gz+rc7GT1dEnfJpmhlz+U1MuqXS1bdjXrjvcrBX7/Dymb/H9r1F2tSt2q2Oa0K+9h+szH2HSNFfjQ5pN65YsJnYshdC6IbHmwMmX3mjxR13X0ss5N8A7b5f31WElXAkcV3ZA+13m4LDnaFxw0nW0fn/9+veD3HSidyzg/b82yNvAw8EulRKPTgQNsP9VM5T7QuRQe4WlJLyHFql2rlQtkl/GNgSuBlUsT0Lbvl7RSPq3WeKOpyerQuRh6XOePkLwkfgJs0q2T1NBVOo9TCgH4+mxZPQTbPVwYaesAACAASURBVD153UGdf0byfNgGOByYA5wNvLaZyk3eUwFeJ+k6UgzZL9i+idrPhS8GZjvFnS2Vl575FtSxPU/S4/n8R5ppbxf156awbUnnApt2ui2t0Gs612BJ4JWk5H0A7yflGNlb0ta2P9uxlmV6XWdJS5B0XZOhc6qHd6RBNeh1nZuNWb0xsAXwLVKA9u8D32tQp5nMlX8A1rS9ASkb8ikt1EXSPpKmSZr28MMPLyh/eu58ps98jJeMX4rpMx/j6bnzGzS1awidiyF0LgBJnwEeBKaQXFv+CFzQoM5Jkh6SdGON47spxeG8XtIVedKjdOxuSTcoxZSb1mp7e1XnJpmftRsjaTGlZBAd+YB9rvNwGfXYY4Oms1Kc3ppbu9530HQuYfuUaludKmOBTYBjbW8MPEVysx5Cv/0OlnGBpPGk8D9Xk1xHT2+2sqQXkSZhPttgcnAgxxtljEjnouhxnW+RdDewbtl47Po8/rq+040rp4t0/iTpuWM88O6K7V116gHVx7caRtx61cifI2nTfP0ZuW5LMxkd1Hlz2/sCzwI4hVcc10zFFu6pVwNr2N6QtEBzbukSVc51nfJ6dSrb1k/356mSmlo86BZ6VOdKXg5sY/sntn9CSur3KuC9wNs72rJMH+h8HslbYh5pTFvauope17kpy2oPL7t2w2zZth8t2/0FKXZTqe6bK+peWqVdPyfFeGHy5MkLbvZLjxvDpmussGAFYelxY4bR/OIJnYshdC6MA0gJuB5teOZCTgaOoSxEQgV3AW+y/Zik7Uh6lVsMb227KQuFSnpY52b4EMkS6mjSwPifLHRRLJQ+17lrGECdp+e/WwLrAWfk/Q+UHRt1BlBnACTdRZWHbNtr16gyC5hl+8q8fxZVJqv78HcQANvfyC/PlnQBsKTtx5upq5TA52zgN2UWmA8qh/eQtCrwUC5vOFbJ7QmdO0gv62x7V0mrABeREk+2TPa6mwbca/tdktYiLSpMIE0O7mF7brZcO5Vkmfko8EG3kDC3W3S2/Q/gH5Km2a4aXgZA0ttcOwF25fj2YFqIW6/6+XOOBfYBppJism8L/KnZz9dBnZ/PfckAklakiVxErdxTyyeybV8o6WeSJlL7XvsIMF7S2GxdXX4PLtWZJWkssDwpBu0Q+uz+vDXwCUkzSRN5pfxFG3S2WbXpUZ0rWY0UHq/0+7cM8BLb8yW1kmukbfSBzqvb3rbTjWhEr+vc1GR1tlL4MBVm7q4foP3fwDp5AHIvKRj4kMkRDY2jtwNwS359ESnWzgp5/+3AIc20NV+XD20+ifdsvFpPxWYJnYshdC6M/7LwR7IpbF+uOtmxbV9RtjuVNAgcFXpY54bkh7sdax2XdIjtbxfRln7WeQSMugiDpnPJqlfSXqSH+ufz/nHAxe1630HTuYzJZa+XJC0KTKh1slNi0f9KWtf2bSzMft4U/aCzpNdTNu6QhO1aC7OlOiLFTr7FQ5OElrLDH8miWeP3U4qfujnwuFuIVz2oOhdNr+vslIdhw3rnSDrb9vtrHD6ANEYuJXluS0K6btO53kR15jskb8RmaClufT53kfw5ki4FlrP9r1x+KvAeWpis7qDOPwbOAVaSdAQpoepX6lVo9Z6aF2YezCEtNiN5pT8KzKbKc2E+75LcltNZ9P68JymG+U7A3/L31BTd1p+bZLtON6BVelTnSo4i5RW5lPSM8UbSXMQyJO/vRZC0JHA5sATp9/Ms219r12JiH+h8haTX2L6h0w2pR6/r3GzM6gtJE0M30MSKJSyIxbQfaaJuDHCS7ZuUEn1Ns30+sL+kHUjm8/9jYeKd/0n6BmmCEODw0o9rs0himSWa/XhdQ+hcDKFzG5F0YH55J3CppD8yNDb4D6pWbJ29GTqYNnCxJAPHZ8uEau3bh2RBwqRJkyqP9YzOo8wHgEImq2EwdVbKEr2O7b9IWgoYa3tOPrxHm95z4HQGXkJKsli6x74ol7WNQdS5isfMjyT9Azi0TrXPAL+RNI70+/CRVt6zl3WW9CvgZcC1LAzBZGp7EZXYknR/uEHStbnsS6QJlTMl7Q3cw8LkOxcC2wMzSEkwW9I4t3XgdJZ0Eikcw0O2189l3yWFaZgL3AF8xPbsfOwQ0hhkPrC/7YuG0dae1blJqnpZSFodeCdwBHBgnjxsW0K6HtO51ixCtfFtq3Hr65XPqlLeWsM7oLPt30iaTlr8FPAe27c0qNbqPXUn4FOS5pFi4u+S+1/V58Jc5yDgdEnfBK5hYbLWE4FfSZpBGqPs0upn7rH+jO2ZnW7DcOg1nSuxfaKkC0kJ+wR8yXbJwv+LNao9Rwod8qSS98E/JP0JOJA2LCZCz+u8FbCXkqfhczTpNSBpXRZ6f0L6rTyUNE45g7TYfjewc/YkF8kzenvSuG4v18+zVu09e1bnZlu9pO0DG582FNsXkgbO5WWHlr0+hBoWprZPAk5q9T17nNC5GELn9rJs/ntP3saxMIbcqMTmVcq2uzfph6LElrbvywP2KZJutX15Zd1a7nUDTm8ts/YYkj5OWiCZQJpIWR04jvSAhe2qMdqDYXEkcE22bAJ4EwsnO4JRQmVxUEmWZpNZeO+viu1rGWqRPUhMBtZrZZINFoQPqHV/fkuV8w3s23rz+oZh6Uz1EGRTgEOyscJ3SOO7gyStR5pkejVpIewvkl5hu7cCQbafWt/Bj4D/Y+H9om0J6XqQWpotMr6tc41WYyk3FUcZ6ht7dArbtwL19Kg8v9V76jGke0O1ay3yXJjL7yRNElaWP8vCSfAgGHUkvdL2rWVjtNIC1SqSVqk3yZl/N5/Mu4vnzbRxMbHHGZbXQPYu3AgWhMS6l+Qh0lJopxG3vkdodrL6V/lh+wKGWki2ZB0aNCR0LobQuY3Y/jqApA/Y/l35MUkjHqRJ2gA4Adiu3LqvtGJs+yFJ55AGiotMVgdVGZSBRafYl9QfrwSwfbuGZpoPRgnbv8yWIKWB3MHZZR0ASa8us34Khs/3y17PI1uBdKYpPcGNwCpA0yE5gmExLJ1dJQSZ7fLwQVNJFpaQHtBPt/0ccFe2ktyM5Nof1EFSyXp9uqQ3l4qrnNpyQjq6bBJ1NKkxvm01bn2t/DmzGBpSr2qc+/z+YewRBN3NgaR7YfkYrfx/dZt6lfPk6XRSgsafkryKYjGxCrZnStqK5DX7S6WY+S9q8TJvAe7I12optJNbCPHWyyzW5HlzSZm1/0XqwNNJiTGC0SV0LobQuRiqWZk3Hau7GpImAb8nxcv6T1n5MpKWLb0mxQUPa9XmCcvq9vKc7bmlHaXEOvGg1yZsP2D7vLw9UHH4Vx1pVJ9he+uy7W22P56tRYLqTARulnSRpPNLW6cb1Ye0S+ePsjDsWK1wCosgaR9J0yRNe/jhh0ehGT1FtXHFlsAOku4mxUDdhmRpPT7/LkL1hHSl382aCelsT7Y9ecUVVxzVD1Ewd1cW1BnfluIfw6JxkT+sxBYsjFt/EfB2SSso5dB5O3BRPjZH0hbZ3fzDZdcKgqCHsL1PfnkssKPtrYFLSDmkvtBE/fm2NyLdhzcDXlXttPy36cXEfvwdlPQ10mRyaW5jceDXLV5mF+C3+fWQ0E5Ao9BOle3pS52btaw+EHi5h2YhDkaf0LkYQuc2Imk7Ulyl1ST9uOzQciQLvHp1f0taVZwoaRYpc/niALaPI8V0ejHwszSmZp7tycDKwDm5bCxwmu0/j+LH6mkkbWn7n3XKflelWjB6XCbpS8BSkt4GfBr4QzMVs5XDNOBe2+9qYxsHhaoLM6Fza0h6Men+vBXp4eQfpHwMlbGsg8RhnW7AgHDYaF9Q0pdJY5fflIqqnFZ18bHfLVGV4s+/kvT5bytflCU9xA+hPFxetqz+gu3dJP2ONiSk60ZUkQAUWJAA1Pb7qlSpOr6V9G9aiFvv+vlzPkUKhbMUaVGm6eSKQRB0JV+xfWa2/H0bydK66fARtmcrJWfcgryYmK2rqy0mzmq0mEh//g6+F9iYlHSSHKqpbji8cvLv5w40NuRraszRrzo3O1l9E+kHL2gvoXMxhM7t5T7SpM8OJKv1EnOAz9WraHvXBsc/BnysSvmdNMhMP+D8BNikVpntbxXeosHiYFKM9RuAT5AeJk9osu4BwC2kxZ5g5NQawIXOrXE6KczS+/P+bqTEMG/tWIu6GNuX1Tsu6V+2X1dUe/qV0dZZ0p6kxItvKZskrRVmYaCQ9E5S7oU7SA/Ta0n6hO0/wSJhVBrRtoR03YSGkQC01vg2Lwy2FLe+Vv4c29OA9Rt/giAIeoTS/eWdwHG2z5N0WL0KOYzF83mieinSeO47JMvsgVhMbJG5tq2U+Lbk+dIK2wFX234w77ca2mkgaHayej5wbU5YVB7jd/+2tGpwCZ2LIXRuI7avA66TdJrt52udJ+ls2++vdTwYOZJeB7weWFFSeVLR5UjZy4MCsP0C8Iu8NY2k1UkDzSNIHiFBHbIL8+q2/9vw5KH1QufWmWD7G2X735T0no61pvdZstMNGBCa1lnStqRJ1DfZLjdwOB84TdIPSAkW1wGuGtVW9gbfB7a2PQNA0suAP9KkVa7tS0kxOQcpId1wE4AGQRC0wr2SjidPOEtagsbhf1cFTsmehosBZ9q+QNLNDMBi4jA4M2s8XikX2kdp7TlvVxaGAIGFk/9HsuiiwH6STidZxpdCOw0EzU5Wn5u3oL2EzsUQOhdAvYnqzNqFNGSwGUdK9jAWKHdNeoKFyaKCNiHpBurEpra9QYNL/Aj4P4Z+d0ENsoXDucCmdU6bW6UsdG6dSyTtApyZ93ciTVQFwyMmr4qhqs41QpAdAiwBTMkhGKba/qTtmySdCdxMCg+yr+351a7b5zxUmqjO3MlCS7CgOpFoNQiaQNJJJK+Wh2wvYvWfjROOJoW8eRrYy/bV+diewFfyqd+0fUoxre4qdga2Bb6XLaVXBb5Yr4Lt60lhLSrLB2UxsVVWBM4iPVOvSwpV2pR3oaSlSeFZPlFWfCQthHYaFJqarB7Qf/LCCZ2LIXTuGuLhvM1kl+jLJJ1se2an2zOADDv2saTSIH16ju1Z67x9SJm/mTRp0nDfrp+YKum1tv9d7aDtLcr3Q+dh8wmSFXopYeUY4KnswWHbEU4l6BlqhCA7sUpZ6fwjSJ4YA4ekUlzlmyRdSFqwMunBuup9d9CR9AeSRsuSEoBexVDPzh061bYg6FJOBo6hdoic7UheLeuQrE2PBTaXNIG02DiZ9D83XdL5th9re4u7iOwN9Puy/fuJRbLR5m22DwKmlAokfZ8q+Roqyd/PiyvKWg7tNAg0NVkt6S6qB/IOy8hRJHQuhtA5GECWkPRzFk3qs03HWjQAjHCBYEtgB0nbk1zXl5P0a9u7V7xHXybUGAFbA5+QNBN4ihRL1XWs2EPnYWC7rhW6pFfbvqmo9nQ7ktazfXNF2ZtzKASokfgzaA1J+wG/qTMxETqPnHeXvX4QeFN+/TCwQvHN6Qm+1+kGBEEvYftySWvWOWVH4NQ8kTdV0vhsPfxmYEopeaikKSQL49/WvFIQtICkTwGfBtaWdH3ZoWWBf3amVf1Ls2FAJpe9XpK0ej6hUaUc7+1oksXNCbaPrDh+IClZ2jzSIOejpYd7SfNJyagA7hmQVefQuRhC5+4gHhqL43ekREgnsDDpRl0kvZRk0bAK8ALwc9tHZ6uFM0gT33cDOw+axUKrSJrDogtkj5MSkX4+u9gNwfYh5AzR2eL3C5UTqEFVtmvl5NC5bfyKRZO6IuluUrLd+cA825Mrz+lTzszJ1Y4ijTuOIo1FSsn+9qhWqZortKQzSC6nAOOB2bY3yg/2twC35WNTbX9y9D9KV7MK8G9JV5MSyV1UER+4qs5B89j+CICkJbMbeNCAUuJPSduVElCWkPRJoG5i0GD0aHVsK2k3FlpKPgl8Kufmqfl7VudaNUNXBC2zGlCen2RWLqtVHgSjxWmk3AzfBg4uK59TWiQJRo9GgdaBZJZett1r+0dAXYu8HJz9p6QHx/WAXSWtV3HaNcDkbPF0FmnwXuIZ2xvlbVQm9myDFmvqM3eCXtH5qefm0cu5QXpF5yY+R1f3Z0kHNChr6CZTBL3en5tknu1jbV9le3ppa1SHNJH6KmALYN/c5w8G/mp7HeCvDP2hHha2eeq5eSO9TDfzA1KsuNVIWZy/QErCcTppQmXUGJD+XBPbM6ttBbeh3/tzM9RbjNw6/xaOaKK6x3TenJTN/QpSqIT7SFb9ANi+sUa9k0lWYQuw/cHSeAI4mzJXX+COsrFG0xPV/XLfsP0Vklv4icBewO2SvpWT/9XTueP0WH8GuFHSPyUdKWl7Sct3ukEAL9jd3Je/KmnB84akg0gWon1HF/fnVse2d5GSrG4AfIPsYVVGtd+zWtcqD12xDyl0RV26vD93kmpjDNcpX/QC0j6Spkma9vDDD9d9s25/5u4V+qE/237c9t22d6141uiaiep+0LlEU/90kjYp2ybnVeBGiYg2A2bYvtP2XNJD+ZAfZNuXeGGG7amkh/i2YJvTrryHscuv1LXBJntB5/89NZevnnsjp115T8/+E/SCzo3ohf5MymRbyV6lF7YvLq4p1emH/twkf5D0aUmrSppQ2upVsH1/yeLD9hySxd5qpH5fivt+CvCekTSs1Je/eu6NLLbM+IkjuVYXs63t423Psf2EU0iJ7W2fQRNu07Yvtd0w/vUA9ee20KzODa4xCP25GdraAXtQ5+eBZ4ClSJbVd9l+oVEl25cDVR+AspXezozQvbnf7htOH+KBvM0j3WPPknRU3YodpAf7M7ZfDuxK8hp8F3CdpGs72yq4d/Yz3dyXdwC+JekNko4gPVv0nadlN/fnVse2tq/wQu/BZp/tao2TF4SusD0VKIWuqEmX9+dOMou0AFxiddIicK3yRbD9c9uTbU9eccUVa75Rjzxz9wTRn4uhn3RudoXo+6R4W98DvkVy7WyU/bNVN4y9SSb1JZbMq11TJVWdDGllRezpufOZPvMxPH/e3Abt7iRdr/MjjzzCS8YvxfSZj/H03J5Nft71Ovdyf5a0a04ms5ak88u2S4BHO92+cp6aO68f+nMz7Emy7L0CmJ63ac1Wzu7lGwNXAis7JeooJexYqUadpvpzqS+/ZPxSLLb4ki9qtk09xguSdpa0WN52Ljs2aiOJAerPXcsg9GclXtr4zKoYuFjSdKWklZXX7tf7xr9Jk9WvBbYieWedNcJrvgF40PbtZWVrSbpG0mWS3lCrYh+O6wCQtL+k6STPtn8Cr7H9KWBT4P0dbVwderA/I2l1knfAG0jjg5tIoQ86yrgxi3VtX7b9CGly+qfAS4CdbD/f2VaNPr3Sn4cxtq18tqv1e1brWk09S5bfn+c++XjX9ucOcz7w4Twe2QJ4PGt9EfB2SStIWgF4ey4bNt38zN1rdPP9uZ/oJ53rxqxWisELcAFDXStMWkX/Qb3qVcpquWHsTord96ay4km275O0NvA3STfYvmPIxVpIeLT0uDFsusYKaMzYcfXO6wS9pPPar9rA981+hk3XWIGlx41p8Mm6i17SuZf7M2lC9H5gImlhoMQc4PqqNTrEMuPG0qv9uRVsrzXcupJeRHI1/6ztJ5IxX1Pv2VR/LvXl6TMf44Xnn31yuO3scnYjxSn8Gem+MRXYXdJSwH6j9SaD0p+7mUHoz7Yt6VzSBGAtaj3UbZl/C1cCpki6NVsPl67dr/eNvW2XFggfAHaUNNL4ybsy1Kr6ftJY41FJmwLnKiW6fKKyYr+M66owEXifK0L/2H5B0oi8JtpJD/ZngHtIizDfaiXkTLuZO/+FruvLWpi3QvnvOGBtYCdJtr1cJ9s32vRCf251bCtpa9Jk9VZlxXV/z6pdpkrZIr9z5ffnlV+2nrutPxeBpN+SkiVOlDQL+BqwOIDt44ALSbG/Z5Dif38kH/ufpG+Q7k0Ah480PEOXP3P3FN14f+5H+kln1TMPl/S1/HJdkjXIeaQb7buBy21/rE7d1wGH2X5H3j8EwPa3K857K/ATUjyoh2pc62TgAts1rVAkPQw8BTxSVjyxYh/glba7apW393TWMzDkGtV0Xtd2o9AahdJ7Ovdmfy5H0hrAOrb/kifmxma3u66gyf48EVjGdm0fsR5A0vqkeOtLlspsn9qgzuKkxZ2LbP8gl90GvNn2/dl98VLb6za4ThP9WSuBl+p1nTvJIPXnThL9GST9FDjZ9r8bnlz7GocBT9r+Xo3jA68zLLD+u8A5wWIuGwvcC2xqe1aNepeSEobW9aKJ+0Yx5AnL2yqKe7Y/S9qQNHH3RmAScDtwme0TO9yuJ4FbK4qjP48yvdyfWx3bStoAOAfYzvZ/alzzMPLvWa1rSTo+v/5t5XvWaWsz/bnrnrl7jeb6c3c/c/cC0Z+Loa90dg7AXW8DLgaWLdtfFvhzgzpjgTuBtUgryNcBr644Z2PgDtJkVnn5CsAS+fVE0gBovSbaOa3efq2ybtlC59C5z3T+OGll+468vw4p4UjH29aKzt2scQuf8WvAJcCDwC9Jln1nNagjUsb0H1WUfxc4OL8+GDgqdG742VcEvkSylDmptLXpvQZW54K/04HWGbiZFA/4DpLHzA3A9Q3qLFP67c2vryDFcw+d62uwJnBjRdm2pInB8rIVgTH59dqkyewJTb7HwOtcwPfYcAzXazoDL8p98QhgJnB3F7Sp63QmhRusuXVas37Rucl2tzS2JS3EzABeX3F+zd+zOtd6JymMiEjJHa/qV517bQudQ+d+2vpJ57phQMqYxFCXzrmkwXNNbM+TtB8pTtAY0oP5TZIOz+Kcn2/mLwJ+l91v7rG9A/Aq4HhJL5Diah9p++Ym29rLhM7FEDoXw76k5DFXAti+PbvKBcWzE7AhcI3tj0haGTihQZ0tgT2AG7QwadKXgCOBMyXtTXIDbhTvPUheHH8H/gL0fgCxIIDthlFnZeCc/Ps4FjjN9p9HtVV9RjVXaCfL1V1YNLHiG4HDJc0j3Wc+6S7KTh/0F5KmAUuQJun+DrzRFeFXggWUh8Qrd2kuhQXZptjmDDStjm0PBV4M/Cz/ds2zPZn6v2e1rlU1dEUQBEFQnWYnq38FXCXpHNKP6ntZmOW2JrYvJN2Yy8sOLXv91hr1rgBe02Tb+onQuRhC52J4zvbcUhy47LY8asnkgpZ4xilm5zxJywEPkSzvamL7H1SPrwfwltFuYJ+ztO2DOt2IIBgthjMpZftO0qJZ0CS2d61RvleVsrNJMViDoG2U5X85A3ghv14JeL8knMMqBAuxvTVADof3aVL4FJMm+Y/tYNMGjlbHtk4hIhcJE1nv98z2ozWuZZIhTxAEQdAETU1W2z5C0p9IGZ8BPmL7mvY1a9j8vMF+rbKuIHQuhtC5MC6T9CVgKUlvIw3Q/9DhNlWjkc7drHGzTJM0HvgFMB14Eriq4DYMgs61uEDS9nnBq90Mss5FEjoXQ+hcDKFz+2lmDNcLOpdiXFbN/9KpRpXRzTqfAjwB/Djv70oKSbFzh9ozErpZ534idC6G0LkYQudi6Bud6yZYDIIgGC6SFiNlzn476UHmIuAEx02no+RkXcvZvr7DTRkYcuKWZYDngOfJrr+2l+tow4IgCIJgGEi6GHi/c9JsScsCv7O9bWdb1r1Ius72ho3KgiAIgiBoPgxIEARBS+SwE78GLrddmWE5KABJm9Q7ZvvqItszqNheVtIEUpLRJTvdniAIgiAYIS3nfwm4RtIWtqcCSNoc+GeH2xQEQRAEXclinW5AM0jaVtJtkmZIOrhK2QWSZkp6VtLTko6UtJekhyVZ0jOSnpD0uKRrJT0gab6k2yXtmV9fm7fzO/15O0XoXAyDorOkHYBrgT/n/Y2KbM+g6NyA71fZvle2jZjQuTGSPgZcRvpfOCz/PbRenSrXCJ0LIHQuhkqdq+wfWKHzH7PG12ad75H0UNZ5pqS5Wds98/VDZ0LnohhQnUv5Xw6T9DVSMu2G+V9GQq/qLOkGSdcDmwNXSLpb0l3Av0iJUbuKXtW51widi6EJnY+X9FzeZkj6fIXOTyiN7R5XjOlqEjoXw8DpbLurN2AMcAcpGdg44Dpg/YqyGcB/8/5+wGxSZt9jgCcrrjcBeAT4NbACcGflOYO4hc6hcxs+63RgeeCasrLrQ+eOfBc7k0J/AHwVOAfYJHQuTP8bSBbV1+b9VwJnhM7dtYXOHdX5nor9j2S9Sjo/Bfwm13+y7FoT8nkHZZ3vzFqHzqFz6Nz+z74JcEDeNg6da7Z9jXpbp7/HftG5l7bQuat0fghYL+/PAq4Hjqmhc4zpQufQucCtFyyrNwNm2L7T9lzgdFIm3fKyKcAzTpl5/0l6eNy4xvXeAcwDTrH9WK4b4VBC56IYJJ3n2X68Q+89SDo3w1dsPyFpK+BtwMmMTgb60Lk5nrX9LICkJWzfSkpO1SyhczGEzsVQqfMVpP+Rct03A24v0/kZ0mC8kneQdN2RZNU5BYiYuYnQuRgGVmfbV9s+Om/tTlTeszrbnllva9f7DpOe1bnHCJ2LoZHOVwCzbd+c938PvKTGtWJMV5vQuRgGTudemKxejWTFVGIWKSZaednzeYOU0O3fpBWC9wPLSPqfpKslvQd4NSnR1d/Krre4pGmSpuZzBpHQuRgGSecbJX0IGCNpHUk/Id1Ei2CQdG6G+fnvO4HjbJ9HWnEdKaFzc8ySNB44F5gi6Tzgvhbqh87FEDoXQ6XO5ZrCorrvDdwFbKDkSr+0pOskTSUl8H0CWIuk86x8/SVD59C5IELnYgidiyF0LobQuRga6Vy5/yqSEcL7q+j8XmJMV4vQuRgGTudemKxWs+dI2h2YDFxIuqGvSfpSvwQ8C/wI2BK40fb8svrftD0Z+BDwI0kvG7XW9w6hczEMks6fIU3WPAf8ljSQ+mxB7z1IOjfDvZKOJ4UDuVDSEozO/T90bgLb+JHXsAAAIABJREFU77U92/ZhpDAsJwKtDAJC52IInYuhUueaupfpfApwsu0NgEOAR0ka7kiKA3tWmc4GJoXOoXNBhM7FEDoXQ+hcDKFzMTTSecF+1nktUo6ZNavo/C6SVWuM6RYldC6GgdO5FyarZwEvLdtfHbi7omwsKTbul4EdgFWAO20/Z/s+4BekSbNL898HK653K0B2s7mU2i69/UzoXAwDo7Ptp21/2fZrbU/Or58t6O0HRucm2Rm4CNjW9mxSnKovjsJ1Q+cWsX2Z7fOze1azhM7FEDoXQ6XOY4HFy/ZLum/IQp2XzfUgJYfdNGt4A7ARaUG0VPe+/F2EzqFzEYTOxRA6F0PoXAyhczE00nksyZr0rSSdTydN4D2Xj5frPB8oH7vHmG4hoXMxDJ7O7oLA2fU2kuh3klYGSoHDN6gou40Uc2XrsnPeRHLNXYJk5j6NdNO/n2QFtULeZgKr5PeaCNwOrNfpzx069+c2SDoDrwB+DlxMcjH5G/C30Ll/ttA5dO6nLXTuqM7/rdj/AMmVsaTzTaTJ/xXysalZw3vy91HS+K58nSVC59A5dO6fLXQOnftpC527SucHSeOz9fL+m3Ldcp03z9/FLGJMFzqHzoVtXRdEuxLb8yTtR7IKHAOcZPv6HGvlHyR3WwNzSIHBDcwgJRY4F1ia9GXcR/rCbgH+Q4ozCSkD5hRJL5AszY+0fXNBH69rCJ2LYcB0/h1wHHACC2MmF8KA6dwxQudiCJ2LIXQuhmo6A9eQJvnnAscAnyA9fF/EQs3PJFmyL00aVF+S693AQo0PB1YFzg+dQ+ciCJ2LIXQuhtC5GELnYmhS551IFuzXAY8AJ0hanqT9cqQJvfNJ476ziDHdIoTOxTCIOivPngdBEIwqkqbb3rTT7QiCIAiCIAiCIAiCIAh6g5isDoJgVJE0Ib/cH3gIOIeUZBEA2//rRLuCIAiCIAiCIAiCIAiC7iYmq4MgGFUk3UVyVyvPULvgRmN77cIbFQRBEARBEARBEARBEHQ9i3W6AUEQ9Be218oT0gcBG9peC/glKXbSTh1tXBAEQRAEQRAEQRAEQdC1xGR1EATt4iu2n5C0FfA24GTg2M42KQiCIAiCIAiCIAiCIOhWYrI6CIJ2MT//fSdwnO3zgHEdbE8QBEEQBEEQBEEQBEHQxXTtZLWkwyR9oQva8WdJsyVd0Om2tIPQuRgGVOd7JR0P7AxcKGkJ2njPGVCNCyd0LobQuRhC52IInYshdC6G0LkYQudiCJ2LIXQuhtC5GELnYhh0nbt2srqL+C6wR6cbMQCEzsVQpM47AxcB29qeDUwAvljQe3eS6MvFEDoXQ+hcDKFzMYTOxRA6F0PoXAyhczGEzsUQOhdD6FwMoXMxdETnrpqslvRlSbdJ+guwbi67VNLk/HqipLvz670knSvpD5LukrSfpAMlXSNpqqQJZfV/KOlySbdIeq2k30u6XdI38znfkHRAWTuOkLQ/gO2/AnMKFaLNhM7FMOg6237a9u9t357377d98Wi+x6BrXBShczGEzsUQOhdD6FwMoXMxhM7FEDoXQ+hcDKFzMYTOxRA6F0PovJCumayWtCmwC7Ax8D7gtU1UWx/4ELAZcATwtO2NgX8BHy47b67tNwLHAecB++a6e0l6MXAisGdux2K5Hb8ZhY/VdYTOxRA6t5/QuBhC52IInYshdC6G0LkYQudiCJ2LIXQuhtC5GELnYgidiyF0LobQeShjO/nmFbwBOMf20wCSzm+iziW25wBzJD0O/CGX3wBsUHbe+WXlN9m+P7/HncBLbV8r6VFJGwMrA9fYfnTkH6krCZ2LIXRuP6FxMYTOxRA6F0PoXAyhczGEzsUQOhdD6FwMoXMxhM7FEDoXQ+hcDKFzGd00WQ3gKmXzWGgBvmTFsefKXr9Qtv8CQz/bc1XOqTzvBGAvYBXgpFYa3YOEzsUQOref0LgYQudiCJ2LIXQuhtC5GELnYgidiyF0LobQuRhC52IInYshdC6G0DnTNWFAgMuB90paStKywLtz+d3Apvn1Tm18/3OAbUmm9he18X06TehcDKFz+/l/9s47bK6qat/3k4RQQgkQkCZNEUSkRoogRVEBFSyIICAoFlQE9acf7VMRRREVQfmkSBXECAiCiEKUpkKQhI6A1EDoNYQiIcnz+2PvSSaTqW8509Z9XeeaOfucfWbP8+73zD5rr71WaFwMoXMxhM7FEDoXQ+hcDKFzMYTOxRA6F0PoXAyhczGEzsUQOhdD6FxGx3hW275J0u+AW4CpwN/zoZ8A50naG7hyGD9/pqSrgBdszy6VS/o7sA6wuKRpwH622/6HGyihczGEzsNPaFwMoXMxhM7FEDoXQ+hcDKFzMYTOxRA6F0PoXAyhczGEzsUQOhdD6Dw/sqt5mfcfSkHEbwI+bvvedrenVwmdiyF0Hn5C42IInYshdC6G0LkYQudiCJ2LIXQuhtC5GELnYgidiyF0LobQuRg6TedOCgPSNiStC9wH/K0T/ii9SuhcDKHz8BMaF0PoXAyhczGEzsUQOhdD6FwMoXMxhM7FEDoXQ+hcDKFzMYTOxdCJOodndRAEQRAEQRAEQRAEQRAEQdB2wrM6CIIgCIIgCIIgCIIgCIIgaDthrA6CIAiCIAiCIAiCIAiCIAjaThirgyAYFiRtKWlMfr+XpGMlrdbudgVBEARBEARBEARBEASdSRirgyAYLk4EXpG0AfA/wFTg1+1tUhAEQRAEQRAEQRAEQdCphLE6CILhYpZTBtddgONtHw8s0eY2BUEQBEEQBEEQBEEQBB3KqHY3IAiCnmWGpEOBvYCtJY0EFmpzm4IgCIIgCIIgCIIgCIIOJTyrgyAYLj4BvAbsZ/sJYGXgx+1tUhAEQRAEQRAEQRAEQdCpKK3SD4IgGFpycsX/2p4t6S3AOsCfbb/e5qYFQRAEQRAEQRAEQRAEHUgYq4MgGBYkTQHeBSwNTAImA6/Y3rOtDQuCIAiCIAiCIAiCIAg6kggDEgTBcCHbrwAfBX5h+yPA29rcpiAIgiAIgiAIgiAIgqBDCWN1EATDhSRtAewJ/CmXjWxje4IgCIIgCIIgCIIgCIIOJozVQRAMF18FDgUusn2npDWBq9rcpiAIgiAIgiAIgiAIgqBDiZjVQRAMK5LG2H653e0IgnYhaQ3bDzYqC4IgCIIgCIIgCIJ+J4zVQRAMCzkEyGnA4rZXlbQB8AXbX2pz0/oOScsBnwNWB0aVym1/pl1t6ick3WR744qyKbY3aVebgiAIgiAIgiAIgqATGdX4lCAIggFxHPB+4BIA27dK2rq9TepbLgb+DvwVmN3mtvQNktYhJRVdStJHyw4tCSzSnlYFQRAEQRAEQRAEQecSxuogCIYN249IKi8KQ2l7WMz2we1uRB+yNvBBYCzwobLyGSRP9yAIgiAIgiAIgiAIyghjdRAEw8Ujkt4JWNJo4EDgrja3qV+5VNJOti9rd0P6CdsXAxdL2sL29e1uTxAEQRAMFZJWA9ay/VdJiwKjbM9od7s6FUlvAH4ArGR7R0nrAlvYPq3NTQuCIAiCjiNiVgdBMCxIGgccD2wPCLgCOMj2s21tWB8haQZgkv5jgNeA1/O+bS/Zxub1DREzPAiCIOglJH0O+DywjO03SVoLOMn2e9rctI5F0p+BM4DDbW8gaRRws+23t7lpQRAEQdBxdKxntaTTScunn7K9XrvbEwRBa9h+Btiz3e3oZ2wv0e42BEDEDA+CIAh6iy8DmwI3ANi+V9Ly7W1SxzPO9nmSDgWwPUtSjAmCIAiCoAoj2t2AOpwJ7NDuRnQDknaQdI+k+yQdUuX4zyTdkrf/SHqh7NjssmOXFNvy7iJ0bg1Jy0k6TNIpkk4vbe1uVz8i6W/NlNWoO1LSzZIuzftrSLpB0r2SfpdDvAT1Wcz2wbbPs/370tbuRgVBkUhau+x38BZJL0r6arvb1clIeqOkqyTdJelOSQfl8h9LulvSbZIukjQ2l68u6dUyjU9q7zcIepjXbM8s7WQv4ViuW5+XJS1L1knS5sD09japv6hzT11G0sQ8tp0oaelc/s2y++kd+XlumXzsIUm352OTyz6j1rUk6ef5OfI2SRu3Q4MgCIJuoaPDgEhaHbi0HzyrJa0AYPuJvGT8XcA9tu9sUG8k8B/gvcA04EZgD9v/rnH+V4CNSsvPJb1ke/Gh+ybdhaQf2D6sifNC5xaRdB3Jm3QKZd6kYaQrDkmLkMJ/XAlsSwr/AbAk8Gfbb23iGl8HxgNL2v6gpPOAC21PyIaQW22fOCxfoEeQ9H3guogZHgSJ/Jv6KLCZ7antbk+nImlFYEXbN0lagvR7+mFgFeDK7Jn5IwDbB/fTuDloL5KOAV4APgV8BfgS8G/bh7e1YR1MNk7+AlgPuANYDtjV9m1tbVgfUeeeui/wnO2js0PS0pWJySV9CPia7Xfn/YeA8Xklafl5x1S7lqSdSP8rOwGbAcfb3mw4v28QBEE307FhQJpB0udJ8dIYM2bMJuuss07DOlOmTHnG9nLD3bZWkPQF4JD0Vj8i/WDeCfxQ0jENEm9sCtxn+4F8rQnALkBVIyqwB/CdgbZ13LhxXnW11Rgh1T2vQ3X+eWURsLekxQFsH1ineuE6r7766g3PmzJlyrO2xw30c4aZxSoHep1GN/fnJvkC8FVgJeCmsvIXgf9rVFnSKsAHgKOAr0sS8G7gk/mUs4AjgLrG6mb68xybm2+6qVt1bsRBwGGShjVmeB/0544g+vOQ8B7g/nqG6tAZbD8OPJ7fz5B0F7Cy7SvKTpsE7DrQz4j7RjH0YH8+BNgPuJ001rgMOLWtLaKl8XPhOmcD6TbA2qRxwD22X69XR9LawO/KitYEvg2MJeXCeDqXH1aaEFcKM7IfyVHkQNuX5/IdSLlkRgKn2j46l68BTACWIY0V9y73mq9Gt/bnWvdU0jPdtvm0s4CrgcpnmD2A3zbxMbWutQvwaydPwUmSxkpaMbepKs3oHPfmwdOkzp38zN0VRH8uhp7S2XbHbqRkVHc0c+4mm2ziZgAmt/t7VfmetwOLAcsCLwEr5PKlgVsa1N2VNOAo7e8NnFDj3NVIP9Ajy8pmAZNJDzsfbtTWNdZ5u7824Wafc/1DnjNnTrfpPA04h+QFsk/eni697ySdG/XnOXPm+JzrH/KosSs8025d62j2fWCnFuucDjxV6/+eNPibDtySt2+XHdsBuAe4Dzikmc/r5v7coq5fGWC9C4BNsu6XAuNIkzal429s5h5drz+X+vLXJtzsEWPGPtRurbp565f+3O4t+nPaSAaPlYBVS1sLdU8HDgidW9J7deBh0iqX8vI/AnuVnfMycDNwDfCuRteN+0YxW6/1Z9KqrfJx7kiSk0KjemPz2OJu4C5gC5KRdCJwb35dOp8r4Od5XHcbsHGj6y+/5lsb9mWnixfen0lxvseW7S8NfKmF+iOBJ/JzxhHAN6qcsy5wK7AwsAZwf643Mr9fExidz1k31zkP2D2/Pwn4YqO29EJ/Lr+nAi9UHHu+Yn8x4DlSQtFS2YMk4/4U4PNl5VWvlcfRW5WV/43kmT2o/hz35sFvzfTnTn7mHooNWAT4V7433Al8N5efmft66dl7w1w+LPfn6M+D33pJ506OWd1PvG77FdvPkjyNngCw/TyN479Vc4WpVWd34ALb5ck8VrU9nuQpeZykNy3wAdLnJU2WNPmZZ55hpbGLMmXq87wys+tygrwVeIZk1Pyr7bOAGbbPyu/rUajOTz/9dOXh+Xhl5mymTH0ez55V1/OhzRwEXJrjZ74oaYakFxvUOZPGser/bnvDvB0Jc5eU/x+wI2mgvoekdRs18OWZs7q5P7fCqZK+LulCSb+X9NUcIqQmkkoJbqeUF1c5ter/QbP9udSXVxq7KCMWWqRnQ+VIWlrSppK2Lm1D/Rl91J87lj7qz18BniQZlv6Ut0ubrDsa2Bk4v8qxuG9UIa8A+z3wVdsvlpUfTpoM/00uepw03tgI+DpwrqQFVnD00LiuJ+jS/vw3YNGy/UVJSYQbcTzwF9vrABuQDNaHAH+zvVa+bikvzI7AWnn7PA1WcQGMHjmik/vy52zPzWeTn/M+10L9hitSSN67E2y/ZvtBkiFpU8pWiDp5TU8AdilbMXdBrn8WKSzGgOmG/lzrnlqHDwH/tP1cWdmWtjcm9dMvNzGua2oMXX5/nvnS9E7uz31BlzxzDwWvAe+2vQGwIbCDUlx9gG+WPXvfkst67f7cM/SSzmGs7gzmSFoov/9AqTAbkxr9jaaRvBtLrAI8VuPc3alYvmT7sfz6AGmZ0kaVlWyfYnu87fHjxo3jsRdeZZPVlmax0SMbNK2zsD3D9leBnwLnSPoGzf8PFKrzcsvVX5Wx2OiRbLLa0mjkqI5Nbmd7CdsjbC9qe0nbSwBLNahzLclzoVWqDsIbVRozelTX9ucWOQt4GylW4gkkg/7ZDepsCeycY/JNID3MHAeMVUqkBHX+D5rtz6W+/NgLrzLn9f++1MJ36hokfRa4Frgc+G5+PWKoP6eP+nPH0g/9OXMQsLbtt9l+e97Wb7LujsBNtp+sPNBr9w1JH8+vawziGguRjCq/sX1hWfk+wAeBPbOXDNlA9Wx+P4XkSfmWymv2yriuxFDo3E66pT9XsIjtuW3N7xerVyFPnGwNnJbrzMzG211I4xSY31g6N2yC7Umk8ceK9T5j5uw5ndyXR2TjMDDX0aKVcXzl88UBOVHf6aUkfqSQFo+UnTMtl9UqX5bkCTyronzAdHp/rnFPfbLUt/LrUxXV6j3bPQVcRHoWqXetpp4ly+/PoxdfqpP7c1/QDc/cQ0G+z5b+XxfKWz2nyV67P/cMvaRzxxqrJf0WuB5YW9I0Sfu1u03DyEfJNwPb08rKlwX+X4O6NwJrSVojeyvtDlxSeVKOebY0SdNS2dKSFs7vx5GMU7ViMAOwzJjRfO/D6/HJzVZFDeIbdir5Ae7dwKvAP5qsVqjOjZDEJzdblVnTn3p4MNcZTiQdWbE/ghSGZbBsIelWSX+W9LZcVmsQXpde6M9Nsrbt/WxflbfPU8WAUY7tQ22vYnt1Un+/0vaewFXMi4+6D3DxYBpW6svf+/B6zHn5hWca1+hKDgLeAUy1vR1psqr+8olMjml4gaS7lbLXb1Hr3D7qz0OOpIck3S7pFkmTB3GdfujPkO630wdYt9m4nzXpIp0Pza8DSiycDVunAXfZPrasfAdSDNSdbb9SVr5cNoAhaU2Sx9MD9T6jR+4bg9K53XRRfy7nZaWEgQBI2oQ0rq7HmqTfvjMk3SzpVEljgDc4x+3Nr8vn85sa25V7oi78+sud3JevAM6T9B5J7ybdB//STMUqK1JOBN5E8oB8nOSIA7W9d1str9aGpla+dHJ/rnVPJT3T7ZPfzze2lbQUsE1F2RilBI3kPvw+UtLMete6BPiUEpsD010nXjXAymMX7eT+3Bd0wzP3UCFppKRbSBMsE23fkA8dlSfGflayaTCAZ+/oz8XQSzp3bIJF23u0uw1FYfthAEkHkGZ5n8/ljwKPNqg7K9e7nBSP7HTbd2ZD4WTbJYPqHqRlYeUDkLcCJ0uaQ5q4ONp2QyPqmIU7tts0RdbrHNv/RxNJ5qA9OjfxPcBz5gz2OsPIqpIOtf3D/MN2PvMn+RsINwGr2X5JKav2H0gP4y0NtsmJWVddddWu789NcrOkzfPMN5I2A/45wGsdDEyQ9H1SXNR6CWCbQlKv/x3+a/u/kpC0sO2788RWM5SWTO+aH1breq71uI7DzXa2B/1g3cv9WdLX89sHgKsl/Ym0dBSAiof/avUXA95LSsg22LZ0g87PSroKWEPSAhPctnduUH9LUo6M2/MDJMBhpDiRCwMT88PIJNv7k7xWj5Q0i5Rcbf+KZetV6QIdGzFYndtOl/Tncg4CzpdU8gxdEfhEgzqjgI1JeTRukHQ880J+VKOpsZ3tU4BTAMaPH+8OfkD/June90XSd7uC5pNSzrcipXxliqRfMS8MUz3v3Wrlz5BXzGXv6ror5ijTuV5jO7g/17qnHk2aSNiPFMf642V1PgJcYfvlsrI3ABflvjYKONd2aeKh1rUuA3YihWZ5Bfh0o8aOSOPGlr9ktyPpdNLKoadsr1fl+J7MS4D5EinO+q352EPADNJv4CynMJyDbU+nP3MPCU4hTDeUNJbUv9cjTQY/QVoFcgpJ9yNpIawNZc/d/difi6aX7hsd+SvSx6wA3CjpJlLyocsrjJ5Vccr+fFlF2bcr9o+oUu864O2DaXCXsgIwOXQedj4N/EYpK/l2wJ9t/2wwF3RZXDnbl0n6ZfZWbzpMSyuD7R5iM5I3R8krYFXgLkm3k1Z+1V2+b/tqUviaUiibTeudHyzAtDzw+wPJuPQ8tcMIzUXzlkzvC2nJNNDrMfOCzmaJ/Ppw3kbTwjL27AW87DC0q1P5AMk4dzbzPB+bxvY/qP5AeFmVMmz/ni71Lh4kg9I5aI3svf8uYB1gbVIfvdv26w2qTgOmlXnrXUAyVj8paUXbj2sAYRO6AaXVhbdlw9tJA7jEfCtSSnrl3Y8wv1fvuZKOJSXAXYuUNE3kFaIkR6jdgU/adp7o2ZUU8m3QK+Y6mTr3VEgxwavVOZOUU6e87AFSzPVq5z9b7Vr5WfPLzbe2rzmTFLbw1zWOPwhsY/t5STuSnus2Kzs+JM4H/YrtFyRdDexg+ye5+DVJZwDfyPtNh7Wh/567gyEijNUdhO3/lfQt0lKiTwMnSDoPOM32/e1tXe8QOg8v5ctCSV6hJ5O8eK+RtLHtAXtXS1oBeDIPrjcleao/C7xAlUH4QD+nB2mUtDIYRmx/JL89Ij8ULkVzS3/Ll0xvQMo4f1C5d0+lx0IwYAxcIcnAyXlwPZfQOWH7u+1uQzeRJ5gmSXqn7afzBJRtz2h323qJ0LlYbM+WtEt2QLijYYV59Z6Q9IiktW3fQzLo/Ttv+5A8UivDJhwgaQLJENUwbEKnYnuOUgi7VUsrapulxoqUYyRtSPrteqh0LK/6PI+k6Szgy9lbsrSydL4VovlaQ75iLggGg+1rJa1e5/h1ZbuTSIbSYBBIWg54PRuqFwW2B35UNpEoUj6B8omxnrg/DwRJW9r+Z6OyYHCEsbrDyEa4J0jLLWaR4h9fIGmi7f9pb+t6h9B5WKn0anqelNDvp6RB9btrVVSKVb8tME7SNOA7pAQP2D6J5PnxxbzE+VVg9+ypUDVMy1B+qW7G9lRJWwFr2T4je6Mv4ZQpPhgmJC1Tpfj2/Lo4jZOJ1loy/a3SCeGxMGRsafsxScuTvN/vdkr4CoTOlUiaCHzcKTkaSsm9Jth+f3tb1rGsJulKkme6JL0AfMYph0YwdAxI52pLziV9j5RAag7J03fffI8QaSJ+J9JS/n0HMwnfxfxT0gnA74C5E6hNaPEV0qq70aRwQp8mOR4MSdiEDmdF4E5J/2J+zeqGqam2IsX23nXOPwo4qkr5AitEc3msmAu6mf2AP5ft13U+CGqyInBWXjkzAjjP9qWSrsyGbAG3APvn83vt/twqvyA9ozUqWwBJXwM+S+qrt5O0W5G0umUZUtjTvW3PVAql+mtgE5KD3idsPzRE36HjCWN1ByHpQJJHwTOkGGbftP16Xjp2LxBG1CEgdB5enBLIDbRu3Vj1tk8gLQurdqzqIDwASd8BxpOW655BWrZ/Dil2XzB8TKF+AqM1G9SvtWQ6qIGkt5AST73B9nqS1icloft+vXq2H8uvT0m6iPTgfm29On3OciVDNUBeirt8vQp9zunAl2z/HSBPHp4B1A3BFLTMQHU+kwWXnP/Y9rfydQ4Evk16SN+RFFphLZI32YnMv/y8X3hnfi1Ppl3XIQHA9i2k8Ugl/RA2IVamBMEQImk7krF6q7Lius4HZXVjxVwZtm8jJYCvLK96T+/B+3NTKCW6fyewnOblcQFYkuQw16j+ysCBwLq2X80rYXYnGf5/ZnuCpJNI/frE/Pq87TdL2h34EY3zQ/QMI9rdgGA+xgEftf1+2+eXYr/ZnkPy+AiGhtC5ACT9IMfpLe0vnZcYBsXzEVIW+ZdhrmFuibo1gkFjew3ba+bXyq2RoRrbTwCPaF4yxtKS6aA2vyIlgynd128jDQJrImmMpCVK70khoppe2t6nzJY09+lO0mrUSGobADCjZECFuXFTI0TF0DMgnbMh47mKshfLdscwr3/vAvzaiUmk5HQrDrrlXYbt7apsdQ3V/Y7ta4C7SeOvJYC7clkQBC2SnRFOBXZxihMOzO98AJScDxbA9im2x9sev9xyyxXR5MLI3tHB8DCatDp2FPPu5UsAL5JWgDfDKGBRSaOAxYDHSRO9F+TjZ5FCrkAac5yV318AvCev8OoLwrO6g7D97WzQW5+yv43tm2zf1cam9RShc2HsaPuw0k72vNsJ+N82tqlfmZlD3xjmGuSCgpC0JXCL7Zcl7UVaInacm4tbWW3JdFCbxWz/q2IcN6tBnTeQsp5D+k0413YzMcX7mcOBf0gqGVq2JnsoBVX5l6STSQnSTPKKubqU46FPw0gMB0Oqs6SjgE8B00mJogFWBh4pO21aLuubWJ0AkpYihWrbOhddAxxpe3r7WtXZSNoN+DEpYbWAX0j6pu0L6lYMgmA+8mT5haRQCf8pKx8DjLA9o8z54Mgal+ll7pN0AXCG7XByGULyBOM1ks60PRXmJtBdvGKSu1b9RyX9hBTy6lXgCtJK3Bdsl55XSuMKKBtz2J4laTopLFRfJBANY3UHIelIkiHiAVKMPGhiSV3QGqFzYYyUtLDt1wBysoaF29ymfuW8/AA/VtLngM+QPFCDYjgR2EApSeL/kJIXnQ1s06hinSXTQXWekfQmshekpF1pYETK8To3KKBtPYPtv2QD4OYko8vXbPfFwHmAbJhfv1NR/k5i/DGUDKnOtg8HDpd0KHBAvm6tsE4L0OOBD7n/AAAgAElEQVTLzE8nrUDZLe/vTQq58tG2tajzORx4R/b4LCU0+yvzvOmCIKCpHEbfJhnsfpkdDWbZHk84H5RYn7Sq8NRsSD2dlFekoTE1aJofStofmE0yNi8l6VjbP65XKed42QVYA3gBOJ8UXqyS0riiqTFHr443wljdWXwCeJNTVvNg+Aidi+Ec4G+SziDdVD/DvGUsQYHY/omk95KWKK0NfNv2xDY3q5+YlT3bdwGOt32apH3a3age5cukRIjrSHoUeBDYq71N6lkWJoVOGAWsK6kUTiGoYDC5HILmGUadzwX+RDKYTAPeWHZsFeCxGu3p5cSsb7L9sbL970q6pW2t6Q5GlAzVmWeJkJxBsABN5DD6LClBXWV5OB8AtmeQnJJ+JWlr0mqjn2Vv6+/Zvq+tDewN1rX9oqQ9STmzDiYZresaq4HtgQdtPw0g6ULShPpYSaOyd3X5uKI05piWw4YsRUXYMujd8UYYqzuLO4CxpKzjwfAROheA7WMk3U6KsyvSj+PlbW5W35KN02Ggbg8zsmfeXsDWOZbcQm1uU0+SH1S2L18K2u429SKSSgle7mT+FUphrK6BpA8AbwMWKZXZ7sflycPKUOksaS3b9+bdnUmxhgEuAQ6QNIGUWHG67b4KAZJ5VdJWOS54KdzVq21uU6fzF0mXkwxHkO6hkRg8CIIhJT9nfIC0knx14KfAb4B3ke45b2lb43qHhSQtRIotfYLt10vhNhvwMLC5pMVIv5nvASYDV5FiXk8A9gEuzudfkvevz8evzMkt+4IwVncWPwRulnQH8Fqp0PbO9SpJ2gE4npSB9FTbR1cc35c0y/NoLjrB9qn52D7MiyH8fdv94PkaOheE7T8Df253O/oVSTOok/TM9pIFNqef+QTwSWA/20/kWHuNZt6DFpC0l+1zKjJzU4pdbfvYtjSsd/kwsHYpzFMz5IS7pwLrkVfb2L5+mNrXUeTM7ouR4h6fSnrg+FcT9d4I/BpYgTQpcIrt4yUtA/yO9BD6ELBbzgsh0jhlJ+AVYN9+ioc9CJ2rLTnfKSe3nQNMBfbPp19G0vc+ksb9mkdgf+DXOXY1wPOkB+qgglJIPNvflPRRYCuSE8cpti9qc/P6igHcU7clGY0ezJe4sDT5Veu5UNIaJIPTMsBNpLjKMyUtnD97E5JX/SdsPzTc3znoS+4lGT9/bPu6svILsqd1MHhOJt0rbgWuzYnGm4lZfUP2cL+JlFPnZpJH9J+ACZK+n8tOy1VOA86WdB/Jo7pu0vheI4zVncVZwI+A25nnqVSXPHP2f8B7ScsEbpR0SZVg+r+zfUBF3WVIA/LxpAfHKbnu88022DavzJzNYqNHzjUKdAGh8zAi6R+2t6piKBXgTjaQdpPOzWB7CZgbp/0JUpxkAXuSMhe3q109pXMjbD8BHFu2/zDpgQUASdfb3mIYPrefdC4lDS28X/eZziUeIK0OaNpYTXqo/4vtXXPC0MVa+cAu1/mdtteXdJvt70r6KSk5VCNmAf/P9k2SliCNHyYC+wJ/s320pEOAQ0hLUHcE1srbZqR4+Zu10tB+1LnGkvPTqpSRPZq+PMh2dq3Okg6yfTwpmdQGkpYE6NRYqB2i8/XAxpLOtr03zf3vdxUdonMztHpPBfi77Q+WX6TBc+GPgJ/ZnpAn0PYj3Yv3A563/WZJu+fzPtFK47tI566mB3Re3/ZL1Q7YPrDoxtSim3W2/XPg52VFUyU1FYrM9ndYMLfGA8CmVc79L/DxgbYzX6NrdQ5jdWfxTO74rbApcF9e+kxelrgL0Ezm1/cDE20/l+tOBHZg3vK0utjm3BseZsrU59lktaX55Gardss/QOg8jNjeKr+2zRg6ELpN5xZ5v+1yg8WJkm4Ajim6IT2u80BZpPEprdFvOts+Ob9+t+DP7Sudy3gFuEXS35h/hVLVh6Bs0NqaZBDAKWdE03kjekDnUniEVyStRPKqW6NRpRxe4vH8foaku0iZ4XcheQJDmoC/mmRY2QX4dTaoTpI0VtKKzYap6Fedi6bLdf40aeLpF8DGnWqkho7SeXReYfnO7Fk9H7a72njdLp3zSpI9gTVtH5lXra1gu+ZqigHcU2tR9bkwX+/dpNV0pWsdQTJW75LfQ0qqeYIkNbukv4P6c1Pkv88qth9pd1taodt0rsEPqrR5OjDZ9sVVzi+cbtc5r5T4GGk1RrlNtaPCu3W7zpHUobOYIumHkraQtHFpa1BnZaD8R2BaLqvkY5Juk3RBXgLVdF1Jn5c0WdLkp59+em75KzNnM2Xq86w0dlGmTH2eV2bObuY7dgKhc0FIGilpJUmrlrYG558u6SmlEC3Vju+Z9b1N0nWSNig79pCk2yXdImlyq23tZp2bYHbWbqSkEUrJINryBXtc54Ey5LHH+k1nST+vtw3X5/abzmVcAnwPuI6UUKa01WJN4GngDEk3SzpVKa74fPTi72DmUqUwKD8mLf18iLRMvGkkrQ5sBNwAvKFkgM6vy+fT+na8kRm0zkXQ5TrfJekhYO2y8dhtefx1W7sbV04H6bw/sDkpX86HKrYP1qkHVB/fSlpG0kRJ9+bXpXO58u/effnvsnHZdfbJ59+rsiTPkjbJ178v123JktFGnX8JbAGUVkbMIHk7N0WT91SALSTdKunPkt6Wy2rda5cFXnBKklZePl+dfHx6Pr+yXT1xf85G+D+0ux2t0m0612ARYENSOJB7gfVJYWn2k3RcOxtWogd0vpg0ATULeLls6yi6XefwrO4sNsqvm5eVmTRDW4tqA4pKw8cfgd/afk3S/qRZ3nc3WbdmdtHFRo9kk9WWnjtTs9jokXWa2VGEzgUg6SukJS5PMn8CrvXrVDsTOIGyEAkVPAhsk+PI7UjSq9xjeDvbzwykvd2qc5N8kuQJdTzpb/BP5nl9FEqP69wx9KHOJUPplsC6pNiTkJbO1TOiDoo+1BkAt553YRSwMfCVHK/veNIy629VXLenfgdL2P5efvt7SZcCi9ie3mx9SYsDvwe+6pR9vuap1T6+SntC5zbSzTrb3kPSCsDlpMSTLaMUQmEy8KjtD2qYYvx2is5OSSj/IWmy7arhZQAkvdcpGXY1Kse3h9BCKCDVD0l4IvB5YBIpJvsOtJBvpo06b2Z7Y0k3A+Rng9HNVGzhnnoTsJrtlyTtRDK+rkXte229e3A/3p8nSXqH7Rvb3ZBm6VKdK3kz8O7SpImkE4ErSGFrbm9nw0r0gM6r2N6h3Y1oRLfrHMbqDsJ2U3FuKpgGvLFsfxXgsYrrPlu2+ytSjKxS3W0r6l7d7AdL4pObrcqHN1q5q2LghM6FcRApAdezDc/M2L42ezrUOl6eJGISScshoYt1bkh+uNul1nFJh9r+YRFt6WWdB8GQi9BvOpeMp0qJbrez/XreP4k0QB8W+k3nEpIepPpD9po1qkwDptm+Ie9fQDKuNPt5Xa+zpHdStlxUErZrTcyW11uIZFT5TVm4gCeVw3tIWhF4Kpc3HKs0+Ky+1blIul1npzwMG9Q7R9LvbX+sxuGDgLuAUg6TYYnx22k61zNUZ34E1DJWV9JSKKB87gIhCSVdDSzpnOxW0q9JCXSbNla3UefX88SHczuWo4lcRK3cU8vD3Ni+TNIvJY2j9r32GWCspFHZUFh+Dy7VmSZpFLAUKWFaU3Raf26S7YAvSJpK8jot5S+q57jUVrpU50pWJuVyKU3WjgFWsj1bUtVcI5IWAa4FFib9fl5g+zvDNZnYAzpfJ+nttjvC+F+Lbtc5woB0EHlAcaCkY9X88uUbgbUkrZFnk3cnLc8tv+6KZbs7kwaIkLwi3idp6bx87H25rJU2M2bhUV3V8UPnwniEeT+Sw8F+zD+YNnCFpCmSPl+rUq3ldflYN+o8FAwqcUOr9KPOklaTtH1+v6hSYp8Sew/TZ/adzsBKzJ9kcfFcNmz0qc7jgXfk7V2kJDPn1Do5G7cekbR2LnoPzeV8mEs36yzpbOAnwFbM0218E/VESvR3l+1jyw5dApSW8e9DWo5aKv+UEpsD05uNV132mf2o8wIhyCT9WNLdSqEULlIKL1I6dqhSyIR7JL1/gG3tWp2bpOrElaRVgA8Ap+Z9kVYhXpBPOYtkLIVkeC2t4rgAeI9aFKzLdK7VyGrj21ZDAdUrn1alvLWGt0fnnwMXActLOgr4B/CDehVavadKWqHU5yRtSrKdPEuN58I8SXAVsGvltSo+Y1fgymbjVZe1v5v6MyRP/zeR/sdLYW8+1NYWNUEX6lzJMaS8ImdIOhO4GfiJUvi1v9ao8xrJG3sDUgiRHfI4ojSZuBbwPOn5G8omE4GfMc9Jr2m6XOetSCtU7lELobAkra0U0qm0vSjpqxpAaKdm6Wadw7O6s7iM5C16O03MDEOKeSXpAJLxcyRwuu07JR1JCqJ/CXCgpJ1JMXWeY16Co+ckfY/0gwtwZGnGvccJnYcRSV/Pbx8Arpb0J+ZPwHVs1YqtfcZ2pB/JrcqKt7T9mKTlgYmS7rZ9bWXdWsvr+pzu+/XqIiR9jrTEdhnSoH0V4CSSwQ7bVWO0BwPiaOBmSVfl/W2Yl9AoGCKqrJg5TtI/gG/XqfYV4Df5wf4BUqK2fmE8sG6rhglSWJu9gdsl3ZLLDiP18/Mk7Qc8zLwJx8uAnYD7SEkw+0ljGLjOZ7JgCLKJwKF5/Pcj4FDgYEnrkgxTbyNNhP1V0ltsd1cgyOGn1t/gOOB/mDep2HSMX0mlGL8DCvfWBdTSbIHxbZ1rtBqeoqnQFJCcPUhjGVZdtW4KmkKw/RtJU0hjKQEftn1Xg2qt3lN3Bb4oaRYpgevu+f5S9bkw1zkYmCDp+yQjYcmj/jTgbEn3kZ4Tdx/E1+8KbE9tdxv6EdunSbqMlAhUwGG2Sx7+36xRx8BLeXehvJXCpA55wtAeYMeBVLJ9D2kyoBQS61HSpFtLoZ0G3fouIYzVncUitr/e+LT5sX0Z6QGlvOzbZe8PJQ2yq9U9HTi91c/sckLn4aX0APJw3kbnDYYgkZyk9UkeOTuWG0xKP8K2n5J0EekHegFjdVCVfhlYtIsvk/rjDQC2780PncEQY/sMSX9m3kDukOzVC4Ckt5U9UAYDpMKzYwTJSLhEjdMBsH0LTXi59ih3ACsALXk551i3tSYT31PlfJPuN/3KQHVeIASZ7fLwQZOY5ym5CzDB9mvAg9nwtClw/QDb3DdI+iDwlO0pkrYtFVc5taUYv51mRB1qaoxvWw0FVCsk4TTmD6lXM3RQJzp72L4bqGe8rzy/1XvqCaSJrGrXWuC5MJc/QPobVZb/l4JXMgb9haR1bN9dNkYrraZYQdIKtm9qUH8kKc/Lm0nJSu8nJhOrYnuqpK2AtfKzx3Kk1Zyt8B7g/nytlkI7tbpqrlsJY3VncXb2wLuU+T1Re9YLt02EzsOI7e8CSPq47fPLj0ka1CBN0qrAhaR4Wf8pKx8DjLA9I79/H3DkYD6rzwjP6uHltRzfDQClWIUd8aDXi2Tj9MU1Dp9NSvQXDI6flr2fBTwE7NaepnQF44B/S/oX8487BpSgLqjJcOn8GeYlbV2ZZLwuMaCwCX1AtXHFlsDOSonqFiHFrD6OQcb47UQj6gB5qLKgzvi2FFLiaBYMNXGApAmkSdvp2aB9OfCD0tLyfJ1D8+rPGXm5/w3Ap4BfDNs3DIJgOPk6aeKufIxWfk98d73KeYXQhkphry4C3lrttPza15OJkkoJa9cGziB5op9D+p1rlt2B3+b384V2KnNqqhXCKYzVQeHMBH4MHM68f3ZTI+5bMGBC52I4FDi/ibK5SPotaVZxnKRppMzlCwHYPom0xHxZ4JfZ8DfL9njgDcBFuWwUcK7tvwzll+lmJG1p+591ymr+TYIh4RpJhwGLSnov8CXgj21uU78SEzNDgAeWqLifOaLdDegTjhjqC0o6nDQh85tSUZXTuiJswlCTQ/qsQ/r+99ieWXb44Mrzy1cgZs/qb9jeU9L5JM/1CVSP8Xs9A4zx22moIgEoMDcBqO2PVqlSdXwr6UZaCAXUICThF0mhcBYl5YJpOrliEASdg+1STPsTgb/YflHSt0hOGt9r4TovKCVf3ZyYTKzFR4CNSEknyaGa6q4wLCf/fu5MjVX55adWKeubSYEwVncWXwfebLsvlk+0kdB5GJG0I2mgvLLmT1y5JOmBrya292hw/LPAZ6uUP0CDzPR9zi9Y0Jt0bpntuglpgkFzCCnG+u3AF0gPk6c2UzEvyZsMPGr7g8PWwv6hllEpdG4BScuSJhO3Imn6D5LxozKWdQDYvqbecUnX296iqPb0KkOts6R9SAnB3lNmJK0VZqFae3r1IR1JHyDlXrif9DC9hqQv2P4zLBBGpRF9EeNXKQHom4BbgFKMczN/rPT5qDW+zffalkIB1QpJaHsysF7jbxAEQZfwv7bPy2Eq3kvytK4b6ziHsXg9G6oXBbYnJU0sJQzt+cnEFplp25IMc1fBtMKOwE22n8z7rYZ2mo9eHW+EsbqzuJM0Cx4ML6Hz8PIYyeizMynuVYkZwNfa0qI+RdIWwDuB5TQv8SWkiYOR7WlV/2F7DvCrvLXKQcBdpL9ZUAcl17NVbD/S8OQFCZ1bYwIpJ8DH8v6epDAJ27etRd3NIu1uQJ/QtM6SdiAZUbexXT5mvAQ4V9KxpASLawH/GtJWdgc/BbazfR+ApDcBf6JJr1zbV5NicvZTjN+BJgANgiBohdJk2AeAk2xfLOmIBnVWBM7KzhsjgPNsXyrp3/TBZOIAOE/SySTP88+RwoW18py3B/NCgECLoZ0G2/huIYzVncVs4BZJVzF/rL0D29ekniR0HkZs3wrcKulc26/XOk/S721/rNbxYEgYTUr2MIr5k5+9yLxkUcEwIel26sSmtr1+g/qrkAaaR5FWhAR1yB4OfwA2qXPazMqC0HlALGO7fEnp9yV9uG2t6X7CeFUMtVZWVAtBdiiwMDAxh2CYZHt/23dKOg/4N2m12JdznM9+46mSoTrzAPM8wYLqDCgBaBAEQYs8mg2p2wM/krQwyQBdE9u3kcJaVJb3y2RiqywHXEB6pl6bFKq0KYcNSYuRPN6/UFZ8NC2EduoXwljdWfwhb8HwEjoXQD1DdSZihA8zeUn0NZLOtD213e3pQwYbTuI44H+Yf6JhPno1RtkgmCTpHbZvrHbQ9uZVikPn1rlK0u7AeXl/V5JXZRB0HTVCkJ1Wpax0/lGkya2+Q1IprvKdki4j3QNMerCuet/tdyT9kaTREkSi1SBoiKTTSWPop2wvEKImr6Q7nmTEewXY1/ZN+dg+wP/mU79v+6xiWt1R7AbsAPwkh/VYEfhmm9vUa7zX9sHAxFKBpJ9SJV9DJXm11rIVZS2HduoHwljdQfTpzbRwQueOITzJimNhSaewYFKfulmhg8ExmAkCSaVB+pSciKrWZ/RkjLJBsB3wBUlTgZdJsVRdy4s9dB4wXyB5oZ+d90cCL+dwQ7Yd4VTKkLSu7X9XlG2bQyFAJP4cEiQdAPzG9vO1TimyPT3Kh8rePwlsk98/DSxdfHO6gp+0uwFB0GWcCZxA7XjuO5JCMK1FCo1wIrCZpGVIK2PGk54zp0i6pM5vQk+SjaEXlu0/TqzoGBIkfRH4ErCmpNvKDi0B/LM9repdwljdQUh6kCoGPNt1PVBzXL3jSQ+Lp9o+uuL410lJ6WaRBpOfKRlRJM0mJf0CeLgfZvdD56APOZ+UCOlU5sUxq4ukN5IGiSsAc4BTbB+fB4K/Ixm+HwJ267dBYKtImsGC95zppNju/y8vsatkS2BnSTuR4qwuKekc23sNb2u7nh1bPD90HgC262Y8l/Q223dWKX+IlL9gNjDL9vjhaWHHcV5OrnYMqZ8dQ3qYLiX727tapWreZZJ+R1pyCjAWeMH2hpJWJ8Vdvycfm2R7/6H/Kh3NCsCNkm4iJZK7vCI+cFWdg+ax/WkASYvkZeBBA0qJPyXtWEpAWULS/kDdxKDB0NHq2FbSnszzlHwJ+GIOd1jz96zOtWp6AwfzY/va/JtWi12AX+f7+yRJY7P38LbARNvPAUiaSPIw/m3NKwVBa5xLys3wQ+CQsvIZpX4XDB1hrO4syh/aFiEtqVumXoUcBP//SHFvppEG6ZdUePDcDIy3/UqeDToG+EQ+9qrtDYfqC3QJoXNnEB5OxTHL9omt1iEZUm+StATJO2EisC/wN9tHSzqE9EPdcMlTn3MsKfHouaR+vzvpQekekkFl28oKtg8lxUwle/x+IwyojWnVmz10HjbOBjaucWw7288U2ZgOYDPgR8B1JO+b35AmSgCwfUeNemdS4V1muzSuKC05nV52/v39PNaw/b+SvgW8jxTX8YQcX/o02/fX0TlonTskPQn8nZRs9Z+2pzeo0+98S9Jrtq8EkHQw6ff/pLa2qr9odWz7ICnJ6vOSdiStsNqs7HrVfs8OqXGtqt7Aw/VFe5yVgfJk2tNyWa3yBYjwbsFAyL9z00kJEoNhpm6g9XYjaQdJ90i6L9/sexrbz5Ztj9o+Dmi0TH9T4D7bD9ieCUwgzTaWX/cqz8tkPglYZcgbP//ngUZ0bN/qFp1ffm0W7uKE4ZIOalDW8QZO27z82qx2N2Mo+KOkL0laUdIypa1eBduPlzw+bM8geeytTOr3pVA6ZwFNJVXr9v48SHawfbLtGbZfzCEldrL9OwpcNt1D/bnt9Hl/boYhmYzsIZ1fB14FFiVNkj9oe06jSravBap66mQvvd0YZo+xbrtvZE+7J/I2i3SPvUDSMe1s1xy7V/oyALbfTHpYv53k/X+rpFva26rGtLk/7wz8QNK7JB1FerboypWW3dqfWx3b2r6ubPVgs892tcbJc72BbU8CSt7Ag/k+Hf3MPYxUG2O4TvmChfYptsfbHr/suHFd2Z97jT7uz4XSTTp3bCPLPFl3BNYF9pC0bntbNbxI2rhsG5+XhtVdaksLM4iZ/UhLF0osImmypEmSmjI61cM2597wMKOWWr5jpyi7QefnXp7Jt/5wB+fe8HA3/3juU6Vs39Ib21cU15TWKfXlb/3hDkaMGTuu3e0ZJPuQEmtcB0zJ2+RmK+eleBsBNwBvcIp9VoqBtnyj+j3SnwfDHEm7SRqRt93KjjUUxPbVtgeVrLHH+vOw0KzO0Z+bopYwBq6QNCV7NdWkx3S+kWSsfgewFWlMe8Egr/ku4Enb95aVrSHpZknXSHrXIK/fdfcNSQdKmkJa2fZP4O22vwhsAnysnW179IVXe6UvAyBpFdLqgHeRxgd3kkIfdCzt7s/ZA3dn0vPtSsCubpyMvCPphf48gLFt5bNdrd+zWtdq9VmyLt3wzD2MTAPeWLa/CmkFY63yuvRCf+52+rw/F0a36dzJYUDmerICSCp5sv67bq3u5qfMe8CbRYpz9fEGdZqeQZS0FykExjZlxavafkzSmsCVkm63fX9FvaaXybwyczZTpj6PZ8+a2aDd7aTjdV5i3IqsNHZRpkx9ng9vtDJjFu7kf9X5kbQH8EnSQ/MlZYeWAJ5tT6tap9SXVxq7KCMWWmTxdrdnMNheY6B1JS0O/B74qu0XkzNfU/V6oj8PEXuS4hT+knTfmATsJWlR4IAiGtBL/bndvDxzVl/35+zRu4rtRxqevCBb5t/C5YGJku7O3sOla/fqfWM/26UJwieAXSQNNn7yHszvVf04aazxrKRNgD/k2OEvVlZsdlzXhfeNccBHK8MB2Z6jlEy1bYweOaJX+nKJh0mTMD9wl8RGb1d/1ry8Fcqvo4E1gV0l2V2YkLbb+3OrY1tJ25GM1VuVFdf9Pat2mSplCzxLtnp/7vBn7uHiEuCAbB/aDJhu+3FJl5NWL5RWLb6PHOqtHt3en3uBPu/PhdFtOqtTZ5Ak7UpaOv3ZvL83sJntA8rOmXszB9YDmolFt7YbJAYqGqXEfDBvEFP6MTOA7WPr1N0COML2+/P+obnODyvO2x74BSnu1lM1rnUmcKntmt4+kp4GXgbK43ONK98fMWbsuDn/fXllz5q5UK3rtIOu0nnU6BkjRi8qRox4Zs7LL5S0nU/nTCf259WANaiSeAC4zXbHrCdu1J9HjBk7jjlzxs2Z+ao9a2ZH6dwqktYjrVJZpFRmu1aW7VKdhYBLSUmqjs1l9wDb5kHhisDVtteue53m+vM4YIzt5Vr9bkGin/pzO4n+DJKm2N6kzvFJtjdvcI0jgJds/6Tq8dAZmOv9d6lzgsVcNgp4FNjE9rQa9a4mxWCvu4om7hvFoFGjXx+xyJhHy/oydHF/lrQByXC3NbAqcC9wje3T2tyuGcxLMloi+vMQ0839udWxraT1gYuAHW3/p8Y1jyD/ntW6lqST8/vfVn5mnbY27M+d+Mw9WCT9lhTPfRzwJPAdYCEA2yflSfMTSMkTXwE+Xfqtk/QZ4LB8qaNsn9Hw85rrzx33zN1t9Gt/Lppe0rmTp44azj46xf08BUDSZDeRVV5S00vfC6R041ubtET0YtL3/xApaUk9bgTWkrQG6cFld5JX61wkbQScTDL+P1VWvjTwiu3XJI0jLeerG9PP9nKVWlfTPnQepM6zZi7RrTpnj6apwBbZcL2W7b9mL9JFSUbrjqCZ/tzsvaWTkfQd0qBvXeAyUnilf1CWtKtKHQGnAXdVTORcQgorcnR+vbjR5zfTn/P+6i18ra5B0nLA50iZ4ef+7tr+zFB+Tr/053bT7/05M0nSO2zfWO1gNUO1pDHACNsz8vv3AUfW+oDQuS7bA3eXG6rzfeY527PzKq61gAcaXSjuGwUx+/VbZ7/0/AJjuG7tz7ZvlXQ/cD8pFMheJMN1W43VwD3Vxsrt7M+SaiWbBcA5hnJX0aX9udWxraRVgQuBvcsN1Q1+z2qNk6t6AzdoclP9udnv3y3Yrpu8zsnb8ss1jp1OSl7ePE3255auGVSjL/tzG+gZnTvZWD2gmEPdiO3vAki6AtjYKeFDaQeY9iEAACAASURBVJb2/AZ1Z0k6ALgcGAmcbvtOSUcCk21fAvwYWBw4Py9zetj2zsBbgZMlzSHFLz/ads+GWQmdi0XS50grH5YB3kT6Hz4JeE8729Wn7ApsANxs+9OS3gCc2qDOlsDewO2alzTpMNLg+zxJ+5GWATcKoROkB5W/A38FZre5LUEwFGwHfEHSVJJXrkjPj+vXqfMG4KL8+zgKONf2X4a9pV1MuXeZpGnAd7Ln6u4smFhxa+BISbNI95n9bVdNzhgEgyU/6C5MyoXxd2BrV4RfCeby07L35Y5XpZWejZK8B0NHq2PbbwPLAr/Mv12zssGn3u9ZrWtdBuwE3Ef2Bh6uLxkEQdALdLKxuqEnaw+yKlAeP2YmyROvLrYvI/0Alpd9u+z99jXqXQe8fSAN7XJC52L4Min2/A0Atu9ViusWFM+rTjE7Z0laEniKFC+xJrb/QfUVLhATDq2ymO2D292IIBhCdmy1glMOkg2GoS09Sy3vMtv7Vin7PSkGaxAMG5oXUu93wJz8fnngY5LqhtTrV2xvB5BXGH6JFD7FJCP/iW1sWt/R6tjWKRzpZ6uU1/w9s/1sjWvV9AYOgiAIFqRjjdW1PFnrVDmlyUs3e147OBv4l6SLSIOYjwBntbdJVanUsJqmofPg6XadX7M9M3sdlGJsdmKQ/EY6d7LGzTJZ0ljgV8AU4CXgXwW3oR90rsWlknbKE17DTT/rXCR9rXOBHpR9rXOBhM7DTzNjuG7QeTAh9Yqgk3U+C3gR+Hne34MUjm23NrVnMHSyzr1E6FwMoXMxhM7F0DM6d2yCxX4lxzV7V9691vbN7WxPrxI6Dz+SjgFeAD4FfIXkTfJv24e3tWF9jlKyriVt39bmpvQNOdHFGOA14HXmhUxYsq0NC4IgCIIBkEPqfawspN4SwPm2d2hvyzoXSbfa3qBRWRAEQRAEYawOgmCYkDQC2I+UdESkVRKnOm46hdGTSX26FEnLkBKeLVIqs31N+1oUBEEQBAND0t3ABrZfy/sLA7faXqe9LetcJJ0JnGR7Ut7fDNjH9pfa2rAgCIIg6EA6NgxIEATdTY6RfA7Jc/2edrenT/lplbLyyYJI6lMAkj4LHERKMnoLsDkpKVXE/g6CIAi6kW4Jqdd2JN1O0mgh4FOSHs77qwE9n3A9CIIgCAbCiHY3YCiQtIOkeyTdJ+mQGuecLukpSXcU3b5uoZqOFWWXSpoq6b+SXpF0tKR9JT0tyZJelfSipOmSbpH0hKTZku6VtE9+f0veLmn3920X/aKzpJ1Jhrm/5P0Ni2xPv+hcD9vb5cQ+JwK75PdXAdOBbwzFZ4TOTXEQKbbn1Pw32Ah4ppULhM7FEDoXQ6XOVfa/XqHzn7LGt2SdH1Ya003P583M2u6Trx86EzoXRT/qbPso4NPA86SQb5+2/cPh/Mwu1vmDpJjeOwBrANsA2+b3HxjCzxkSuljnriJ0LoYmdD5Z0mt5u0/S/6vQ+UWlsd10xZiuJqFzMfSdzra7eiMlX7wfWBMYDdwKrFvlvK2BjYE72t3mTtxq6LheRdl9wCN5/wDS4PQw4ATgpYrrLUMyxpwDLA08UHlOP279pDMpkd9SwM1lZbeFzm35W9yWX7ciJUDaBbghdC5M/xvz6y3AwqX3oXNnbaFzW3V+uGL/01mvks4vA7/J9V8qu9Yy+byDs84PZK1D59A5dO6hLXQOnXtpC507SuengHXz/jTgNuCEGjrHmC50Dp0L3HrBs3pT4D7bD9ieCUwgGWLmw/a1wHNFN66LqKbjlyvKJgKv2n4A+CfpIX2jGtd7PzALOMv287luhJ3pL51n2Z7eps/uJ52bYXZ+/QApXuLFpB+xwRI6N8c0SWOBPwATJV0MPNZC/dC5GELnYqjU+TrgvxW6bwrcW6bzq6TBeCXvJ+m6CykEwUSS92IQOhdF6FwMoXMxhM7FEDoXQyOdrwNesP3vvH8hsFKNa8WYrjahczH0nc69YKxemeTlVGJaLgtao5qOq1eUvZ43SInzbiTNxHwMGCPpOUk3Sfow8DZgDHBl2fUWkjRZ0qR8Tj/STzrfIemTwEhJa0n6BekmWgT9pHMzPCrpZGA34DKlREhDcf8PnZvA9kdsv2D7COBbwGlAK98ldC6G0LkYKnUu1xQW1H0/4EFgfUm3AYtJulXSJFIC3xdJy+mvZN4YcJHQOXQuiNC5GELnYgidiyF0LoZGOlfuv5XkhPCxKjp/hBjT1SJ0Loa+07kXjNWqUuYqZUF9qulY9RxJewHjgctIP5yrk/55DgP+CxwHbEkKuTK7rP73bY8HPgkcJ+lNQ9b67qGfdP4KyVjzGvBb0kDqqwV9dj/p3Ay7AZcDO9h+gbT055tDcN3QuUVsX2P7kjzj3SyhczGEzsVQqXNN3ct0Pgs40/b6wKHAsyQNdwE2Ay4o09nAqqFz6FwQoXMxhM7FEDoXQ+hcDI10nrufdV4DuAZYvYrOHyR5tcaYbkFC52LoO517wVg9DXhj2f4qtLa8OkhU0/GhirJRpBjEhwM7AysAD9h+zfZjwK9Ixsmr8+uTFde7GyAvZ7qa2kune5m+0dn2K7YPt/0O2+Pz+/8W9PF9o3Mz5L/FhbbvzfuP275iCC4dOhdD6FwMoXMxVOo8CliobL+k+wbM03mJXA/gJ8AmWcPbgQ1JE6Kluo/lv0XoHDoXQehcDKFzMYTOxRA6F0MjnUeRvEm3J+k8gWTAey0fL9d5NlDuaBJjunmEzsXQfzq7AwJnD2Yj/VEeIM0clAKLv63GuasTCRZb0XH9irJ7SLFttis7ZxvSEuiFScsJJpN+XB8neZstnbepwAr5s8YB91IlEWavb/2kM/AW4BTgCtISkyuBK0Pn3tlC59C5l7bQua06P1Kx/3HSUsaSzneSjP9L52OTsoYP579HSeMH83VKiUxD59A5dO6BLXQOnXtpC507SucnSeOzdfP+Nrluuc6b5b/FNGJMFzqHzoVtHRdEu1Vsz5J0AGmJ+0jgdNt3Vp4n6bfAtsA4SdOA79g+rdDGdjA1dLwtx7T5B2lZs4EZpADsBu4jJXD4A7AYqdM/RvrHuAv4DymeJ6RMoxMlzSF59B9t+98Ffb2Ooc90Ph84CTiVeQn+CqHPdG4boXMxhM7FEDoXQzWdgZtJRv6ZwAnAF0gP35czT/PzSJ7si5EG1VflerczT+MjgRWBS0Ln0LkIQudiCJ2LIXQuhtC5GJrUeVeSB/utwDPAqZKWImm/JMmgdwlp3HcBMaZbgNC5GPpRZ2XreRAEwZAiaYrtTdrdjiAIgiAIgiAIgiAIgqA7CGN1EARDiqRl8tsDgaeAi0hJFgGw/Vw72hUEQRAEQRAEQRAEQRB0NmGsDoJgSJH0IGm5WnmG2rk3GttrFt6oIAiCIAiCIAiCIAiCoOMZ0e4GBEHQW9heIxukDwY2sL0GcAYpdtKubW1cEARBEARBEARBEARB0LGEsToIguHif22/KGkr4L3AmcCJ7W1SEARBEARBEARBEARB0KmEsToIguFidn79AHCS7YuB0W1sTxAEQRAEQRAEQRAEQdDBhLG6z5F0hKRvtLkNG0q6XtKdkm6T9Il2tmc46FOdH5V0MrAbcJmkhRnGe06falw4oXMxhM7FEDoXQ+hcDKFzMYTOxRA6F0PoXAyhczGEzsUQOhdDv+s8qqgPCoI6vAJ8yva9klYCpki63PYL7W5Yj1G0zrsBOwA/sf2CpBWBbw7TZ3UK0ZeLIXQuhtC5GELnYgidiyF0LobQuRhC52IInYshdC6G0LkYQudiaJvO4Vndh0g6XNI9kv4KrJ3LrpY0Pr8fJ+mh/H5fSX+Q9EdJD0o6QNLXJd0saZKkZcrq/0zStZLukvQOSRdKulfS9/M535N0UFk7jpJ0oO3/2L4XwPZjwFPAckVqMhz0u862X7F9YdlnPm77iqH8jH7XuChC52IInYshdC6G0LkYQudiCJ2LIXQuhtC5GELnYgidiyF0LobQuQzbsfXRBmwC3A4sBiwJ3Ad8A7gaGJ/PGQc8lN/vm89ZInfK6cD++djPgK/m91cDP8rvDwIeA1YEFgamAcsCqwM35XNGAPcDy1a0b1PgLmBEu7UKnTt7C41D59A5dA6dO3MLnUPn0Dl0/v/snXm4HEXVxn8vCWEJYIhBQDAsfggiskZQQRRXQAQXRFYBUURBUT79ENwQRXEXQVlkRxEQRRBRQGURMWgCYROQyGYA2YQQtoSE9/ujapK+NzNzZ+6907Od3/P0M9PVXT01763bU33q1Dmhc2duoXPoHDqHzqFzZ26h88AtwoD0H28ALrD9DICkixqoc4XtOcAcSbOB3+Tym4ENC+ddVCi/1faD+TPuAl5me4akxyRtAqwM3GD7sUplpTARZwF7235h+F+xIwidW09oXA6hczmEzuUQOpdD6FwOoXM5hM7lEDqXQ+hcDqFzOYTO5RA6l0PoXCCM1f2Jq5TNZ1FYmKUHHZtbeP9CYf8FBvahuVXOGXzeyaQZoFWAUysnSFoB+C3wBdtTG/kSXUDo3HpC43IIncshdC6H0LkcQudyCJ3LIXQuh9C5HELncgidyyF0LofQuRxC50zErO4/rgbeI2kZScsD78rl95CWHQDs3MLPv4CUdO81wKUAksbl8jNt/6KFn10moXPrCY3LIXQuh9C5HELncgidyyF0LofQuRxC53IIncshdC6H0LkcQudyCJ0LhGd1n2H7eknnAjOAe4E/50PfAc6TtBfwpxZ+/jxJVwBP2F6Qi3cBtgZeLGmfXLaP7RmtakerCZ1bT2hcDqFzOYTO5RA6l0PoXA6hczmEzuUQOpdD6FwOoXM5hM7lEDqXQ+g8ENnVvMyDoDVIWgK4Hni/c1bRYPQJnVtPaFwOoXM5hM7lEDqXQ+hcDqFzOYTO5RA6l0PoXA6hczmEzuUQOpdDp+kcYUCC0pC0Pilb6R87ofP3KqFz6wmNyyF0LofQuRxC53IIncshdC6H0LkcQudyCJ3LIXQuh9C5HELncuhEncOzOgiCIAiCIAiCIAiCIAiCIGg74VkdBEEQBEEQBEEQBEEQBEEQtJ0wVgdB0BIkbSlpfH6/p6TvSVqj3e0KgiAIgiAIgiAIgiAIOpMwVgdB0CqOB56RtBHwf6SMtme2t0lBEARBEARBEARBEARBpxLG6iAIWsV8p6D4OwHH2D4GWL7NbQqCIAiCIAiCIAiCIAg6lLHtbkAQBD3LHEmHAXsCW0saAyzZ5jYFQRAEQRAEQRAEQRAEHUp4VgdB0Co+AMwF9rP9H2A14NvtbVIQBEEQBEEQBEEQBEHQqSit0g+CIBhdcnLF52wvkPQKYD3gd7afb3PTgiAIgiAIgiAIgiAIgg4kjNVBELQESdOBNwArAlOBacAztvdoa8OCIAiCIAiCIAiCIAiCjiTCgARB0Cpk+xngvcCxtt8DvKrNbQqCIAiCIAiCIAiCIAg6lDBWB0HQKiTpdcAewG9z2Zg2ticIgiAIgiAIgiAIgiDoYMJYHQRBq/gUcBhwge1bJa0NXNHmNgVBEARBEARBEARBEAQdSsSsDoKgpUgab/vpdrcjCIIgCIIgCIIgCIIg6GzGtrsBQRD0JjkEyCnAcsBkSRsBH7X98fa2rP+QtBLwEWBNCvd92x9qV5v6CUlr2b57qLIgCIIgCIIgCIIg6HfCszoIgpYg6TpgZ+Ai25vksltsb9DelvUfkq4F/gxMBxZUym3/sm2N6iMkXW9700Fl021v1q42BUEQBEEQBEEQBEEnEp7VQRC0DNv/llQsWlDr3KClLGv70HY3ot+QtB7wKuBFkt5bOLQCsHR7WhUEQRAEQRAEQRAEnUsYq4MgaBX/lvR6wJLGAZ8Ebmtzm/qViyVtb/uSdjekz1gX2AGYALyrUD6HFJYlCIIgCLoSSWsA69j+g6RlgLG257S7XUEQBEEQdD8RBiQIgpYgaRJwDPBWQMBlwMG2H2trw/oISXMAk/QfD8wFns/7tr1CG5vXN0h6ne2/trsdQRAEQTAaSPoIsD8w0fbLJa0DnGD7LW1uWsciaWXg68BLbW8naX3gdbZPaXPTgiAIgqDj6FhjtaRTSR5pD0eM29YROgdBELSWSHAZBEEQ9BKSZgCbA9cV8pLcbPvV7W1Z5yLpd8BpwOdtbyRpLHBDaBYEQRAEi7NEuxtQh9OBbdvdiD7gdELnoAVIWknS4ZJOknRqZWt3u/oRSX9spCxoGRcCLwL+APy2sAVBEARBNzLX9rzKTja8dqYHVOcwyfZ5wAsAtucTuVyCIAiCoCoda6y2fTXw33a3o9fpd50lfb2Jc7eVdIekmZI+V+X49yXNyNs/JT1ROLagcOyi0Wp/hxMGujYjaWlJLwYmSVpR0sS8rQm8tMFrjJF0g6SL8/5akq6TdKekc3M88qA+y9o+1PZ5tn9Z2drdqCAoE0nrFn4HZ0h6UtKn2t2uTkbSyyRdIek2SbdKOjiXf1vS7ZJuknSBpAm5fE1JzxY0PqG93yDoYa6SdDiwjKS3Ab8AftPmNnU6T+cxmQEkvRaY3d4m9Rd17qkTJV2ex7aXS1oxl3+2cD+9JT/PTczH7pF0cz42rfAZta4lST/Mz5E3Sdq0HRoEQRB0Cx0bBgTSoBu4OMJTtJZ+0VnSDwcXAXsBZwLY/mSdumOAfwJvA2YBfwd2s/2PGud/Atikssxf0lO2lxvxl+giJM2wvXG729HP5EH4p0iG6QcKh54EfmL7uAaucQgwBVjB9g6SzgN+ZfucbAi50fbxLWh+zyDpa8C1keAyCBL5N/V+YAvb97a7PZ2KpFWBVW1fL2l5YDrwbmB14E+250v6JoDtQ/tlPBe0H0lLAPsBbyeNpy8FTnYnP1i2mWycPBbYALgFWAnY2fZNdeqsC5xbKFob+BIpcfNHgEdy+eGVMYakw0h/mwXAJ21fmsu3JeWSGUP6Wx2dy9cCzgEmAtcDexW95nuJOvfUfYD/2j46OyStaPvQQXXfBXza9pvz/j3AFNuPDjrvW9WuJWl74BPA9sAWwDG2t2jl9w2CIOhmxg59SuciaX9Scg/Gjx+/2XrrrTdknenTpz9qe6VWt62X6CGd3wtcSUr0p1y2K2mgMhSbAzNt3wUg6RxgJ6CqsRrYDfjycBu6/ISJXvbFqzB+3Fgmjq/tuNqhOle4WNL2nWygmzRpktdcc82ax//79Dyenjefh++d+ZTnz1u+vJaNDraPAY6R9AnbxzZbX9LqwDuBo4BDJAl4M7B7PuUM4AigrrG6R/rzSDgYOFxSSxNc9np/7hSiPyeywXllBsZhv6/B6m8B/lXPUB06g+0HgQfz+zmSbgNWs31Z4bSpwM7D/Yy4b5TDMius6FVXe1ndvgxd1Z+XAU61/RNYeD9YBnimXqW8CuBkksHWwIeAO0gG2TWBe4BdbD+exxzHkIx7zwD72L6+3vU7uT9nA+kbgXVJ44A7bD8/RJ07gI1hwCTfBcC+wPdtf6d4vlLSxl2BV5EcFf4g6RX58I8oON1Iuig73XwzX6vihLAfQ4zrurU/17qnkp7p3pRPO4P0vHjooOq7AT9v4GNqXWsn4Mw8oTNV0gRJq+Y2VaWR/nzPv2bOfWHeM0s30K6gBo30507ry6ONpKWBq4GlSOO6821/WdLpwBtZtApkH9szWnV/jv48cnpKZ9sdu5EGLbc0cu5mm23mRgCmtft7ddrWLzoDywM/AM4mPewB3NVg3Z1JXgiV/b2A42qcuwZpIDSmUDYfmEZ6qHx3jXr753OmLT9pVX/797f70+fc4Keee76rdC58nzmkuHzPkjx55wBPDlHnVODhWv2RNPibDczI25cKx7YlPfDMBD7XSBvr9eennnvenz7nBn/797d77IRVHm23niP8WywDHAL8Cvglydt66QbqnQ9slnW/GJhEmrSpHH9Znb9VT/Xnbtj6pT+3e3vJ2q/s+/5M8g57FLgVuDlvNzVR/1TgoCrlcd+ordmawH2kVS7F8t8AexbOeRq4AbgKeEONay3UefLkyTW1jfvG6G2rr/OqIfuy7a7pz3k8u1xhfznSCqKh6p0BfDi/H0fyEP5WZdwGfA74Zn6/PfA7kmH3taRkjnWv38m/g8CBwITC/orAx5uo/3bgL/n9EcBnqpxzGHBYYf9S4HV5u3TweVnbR4GxuXzAebW2XujPxXsq8MSgY48P2l+WFDZzYqHsbpIn+nRg/0J51WvlcfRWhfI/kjyzB7erqfvzmOUnPdBuLbt9a6Q/d3JfHo0t3wuWy++XBK7L993TSStABp/fkvtz9OeRb72kc8fGrA6C0cb2HNufAr4L/FTSZ2g8bruqlNVa6rgraTaymDRlsu0pJI/UH0h6eZX2nWR7iu0pkyZN4oEnnmWzNVZk2XFjGmxiZ2F7edtL2F7G9gq2lyfFsK7H6Qyd8PPPtjfO25Gw0NvkR8B2wPrAbtm7ZNgsO24Mm62xIg888SwvPP/cUyO5VgdwBsnL5ljgOJJGZ9WrIGkH4GHbxZUHDf8f9Fp/HilKMcM3l7R1ZSvz83usP7eV8ePG9n1/Jq0WWNf2q2y/Om8bNlJRKc79jqQYtwOI+0Z1JC1Hnmi0/WSh/POkyfCf5aIHSeONTUgTlGdLWmwFR1HnlVaq7SgW943RY96CF3qtLy9te2GfyO+XrVch98WtgVNynXm2nyB5nJ6RTzuDFJYBCp6otqcCE3IYh2HRAf35I/n7AmD7cVIoj0bZlYGevQfl2MenVuIik7yE/104Z1Yuq1X+YpJxdf6g8rp0e3+udU+tw7tIEwXFPE9b2t6U9OxxYAPjuobG0M3enzVmbOSOGSHd3p9Hg4otM+8umbd6YZ1acn+O/txauk3njjVWS/o58FdgXUmzJO3X7jb1Iv2ocza+vZnk8XtNg9VmkbxIK6zOwBjARQYPJrH9QH69i7QcbJN6HzZx/Di++u4N2H2LyaRVNt2HpCMH7S8B/LReHQ8/4efCMC1OcfYqYVqGjSR232IyX333Brzw9BOPDl2jo1nX9n62r8jb/sArhqizJbBjjsl3Dul/5gekwUhl2X+9/4OF9EJ/HgmSPkxaWncp8JX8ekSDdSdIOl8pmdptkl43zDb0Un8edWolSqpGv/fnzL8ZfmKw7YDrbT9U76Re0FnS+/PrWiO4xpIko8rPbP+qUL43sAOwh20D2J5r+7H8fjrwL4a+19f77K64b4yGzq1mtQnLdHVfrsLTxQRxkjYjjavrsTYpxvJpSombT5Y0HljZORRCfn1JPr+WgXUAkvaXNE3StEceeWTw4eJ57e7PS6jQAbKjRUMGgyqTfMcDLyeFCHmQ5IgDtQ2izZZXa8NCnZd6/umu7c817qkPVQxt+fXhQdXqPds9TArNsvkQ12rmWbKR78HuW0xm/uyHGw2/FdSgB+/Pw0LSGEkzSH32ctvX5UNH5Ymx70taKpc1dH9u4rOjP5dAt+ncscZq27vZXtX2krZXt31Ku9vUi/SjzpIOAl5k+0e292yw2t+BdSStlQeMuwIXVbn2uqRlfX8tlK1YubFLmkQyAtaKdb2Q8UuN7fYfzclKSV7I3//XwJ2jcN3XSbpR0u8kvSqXNfyD2ehDTT6X8Ut1dWj/CjcoZZ0HQNIWwF/qVbB9WL4nrEnq73+yvQdwBYvio+4NXNhIA3qgP4+Eg4HXAPfa3oY0WVW/8y3iGOD3ttcDNgJuG24jeqg/t4pt8oqNKUOd2K/9WdIhSklX7wKulHRYpSyXN0KjcT97QefD8usvh1M5G7ZOAW6z/b1C+bakGKg72n6mUL5SNoAhaW1gHdLfath0yX1jRDqXwRJSt/flwRwM/ELSnyX9mRRz+qAh6owFNgWOz97/T5PCftRiVD1Roe39+TLgPElvkfRm0n3w9w3WHTDJZ/sh2wtsvwD8hEWG0loG0Vrlj9KgE0JR55e8ZKWu7M+17qmkZ7q98/sBY1tJLyLF7C2WjVdK0EiecHk7KWlmvWtdBHxQidcCs10nXnWD3wf8wgsjuUbQk/fnYZHvKRuT7gObS9qA9Pu6Huk5ZiKLYrk3dH9u9rk7+nPr6SadO370GQQtYBVgmqTrSXEzL614JdXC9vxs5L6UlEX7VNu3Zu/habYrhuvdgHMGXe+VwImSXiBNEB3tlNCk19kX+Fk2WG8D/M7290d4zeuBNWw/pZRV+9ekh/GmwlMAJwFMmTKlX7LWb0EaIFdmUScDt0m6mbTyq6Hl+5lDgXMkfY0UF7XnJ7hGgedsP6c0GF7K9u15YqsuWrRkeh9IS6aBea1tahDUpZKQ7L68jaNBz0AAScuSEnx9dPSb1pE8JukKYC1Ji01w295xiPpbknJk3Jy9nQAOB35ISoJ0eX7Anmr7ANL94khJ84EFwAGDlq33KiPVOWiCPCHyBpIBo5Is8HYPkSyQZDCdVfDWO59krH5IOdFcKz1RO4DPku59HyNpdhkp2WQjDJjk08DEfO9hoKH0bEnfIyVYXAf4W/68dfLqg/tJTgi723b+39mZtIquYSeELqXWPfVo0kTCfqTftvcX6rwHuMz204WylYEL8v13LHC27crEQ61rXUKK8zuTlJBu31H+bj2DpFNJK4cetr1BleN7sMho+hTwMds35mP3kPIkLQDmN+KAEAzE9hOSrgS29aIkrnMlnQZ8Ju83dH/u0+fuYJQIY3XQd9j+gqQvkmbB9wWOk3QecIrtf9WpdwlpoFEs+9Kg/SOq1LsWePUoNL0rUGFZKMkr9ESSF+9Vkjb1EJmC61GMK2f7Ekk/zt7qvfZAM9oMFQe8LravJIWvqYSy2bze+cFizJI0gTS5crmkx2msfxaXTG9ESuJz8KAHpmB0MHCZJAMn5sF1MAjbXxlh/WdIMVL7hXeSPEnPYtEy/YaxfQ3VJ2MvqVKG7V/Swd7FLWREOgfNYXuBpJ2yA8ItQ1ZYVO8/kv4taV3bdwBvIa00/AfJSHo0N0RLSQAAIABJREFUi3uiHiTpHNKk+4g9UduFUii8m7Lh7YQm61ab5PuWpI1Jv133VI5lR5rzSJrOBw50zqFTzekmX6tvnBDq3FMh9cdqdU4n5dQplt1FWu1W7fzHql0rOzId2Hhr+5rTSTl2zqxx/G7gjbYfl7QdyRi6ReH4NrY7NnRVJyJpJeD5bKheBngr8M3CRKJI+QSKE2M9cX8OOpcwVgd9SfYk+A/wH9JgbkXgfEmX2/6/9rau6xn8oPg4KaHfd0mD6jcP98KSVgEeyn+/zUme6o8BT1DFY2S4n9Nr2L5X0lbAOrZPywb+5W3f3e629QO235PfHpE9mF5EY0t/K0umP2H7OknHkLzQvlg5QdL+pMzxTJ48eVTb3WdsafsBSS8hTSjc7hRDHwidByPpcuD9zsnClJJ7nWP7He1tWWeRV0NMlfR624/k1RK2PafdbeslRqpzNS8+SV8l5b54geTpu0++R4g0Eb89yTtyn5FMwncxf5F0HCn8x8IJ1Aa0+ARp1d04UoiafUljuZ72RLX9glIIu8m2m4oVWm2Sz/Zedc4/CjiqSvliTje5PJwQgo7C9tWS1qxz/NrC7lSSk1IwMlYFzsgrZ5YAzrN9saQ/ZUO2gBnAAfn8nrk/DwdJW9r+y1BlNep+GvgwyS5yM0m7VUmrWyaSVpLvZXueUijVM4HNSDaPD9i+ZzS/SycTxuqg75D0SZLnxqOk5Xeftf189nq4Ewhj9Qhwisk7LJQSfr4JmCRpFvBlUjZibJ9AWqb4sbzE+Vlg1+ypUDVMy4i+SA8h6cvAFNJy3dNIy/Z/SloOGbQISROrFN+cX5dj6GSitZZMLySW1w1E0itIiadWtr2BpA1JcX2/Vq+eC4mSJFUSJV1dOB46D2SliqEaIHs3vaRehT5nDUl/IoVRkaQngA85JUEMRo/h6nw6i3vxfdv2F2HhuPFLpIf07UihFdYheZMdz0CPvn7h9fm1mEx7SIcE2zNI45HB9IMn6qrArZL+xkADf4SpCYLhsx/wu8J+QyvlwglhILZvIuXUGVxe9Z7eg/fnZjmW5FA0VNkAJK0GfBJY3/azeSXMriTD//dtnyPpBFK/Pj6/Pm77fyTtCnwT+MDofpXOJYzVQT8yCXiv7XuLhdnrYYc2tannkPR14FuDPO/+1/YXatWxvVu9a9o+jvRAWe1YVY+RAEjx9jYhzdSSvcOWr18lGAWmkwbNtWKqr12vcp0l00FtfkKKC3oipMG3pLOBmsZqpeRIS9ieo0WJko6sdX4AwIKih6CkNaiRJyAAUn6Mj9v+M0Be6XIa0Ey+gGBohqVzNS++YtgxYDyL+vdOwJn5QX2qpAmD4gf3BSNxTOhjRhRGKQiCgUjahmTM26pQXHelXIVedkKQNKYS/icYXSS9jjRZu5IGJhZfgeQw1whjgWUkPQ8sCzxImuitrAo/AziCZKzeKb+H5LR0nCTlMUjPE8bqoO+w/SVJK2aPu7GF8utt39bGpvUa29k+vLKTPe+2B2oaq4OWMS+HTjEsNM4FLcb2WqNwmWpLpoPaLGv7bxqY1X3+EHXqJUoKqvN54BpJV+X9rckeSkFV5lQMqJDipkqKUCCjz6jqLOko4IPAbFKiaIDVgH8XTpuVy/rKWC3pRaTVb1vnoquAI23Pbl+rOhvbV0laGXhNLvqb7Yfr1QmCoDr5Of5k0vPmY5XyoVbK9QkzJZ0PnGY7nFxGl3Gk1bFjWZR0HOBJ0grwuti+X9J3SCGvniUl2p0OPGG78rxSGVdAYcxhe76k2aSwUH0Rkz2M1UHfIelIksHnLlIsQhhhLOWgKmMkLWV7LkBO1rBUm9vUr5wn6URggqSPAB8ieaAGJSBpS2CG7acl7UlaIvaDRuJW1lkyHVTnUUkvJ3tBStqZIYxIrpMoKaiO7d8rJdN9LWnlwKcdyYzq8bd8D/45qW9+ALgya9hInN+gMUZVZ9ufBz4v6TDgIJJxttZKmcXo8WXmp5ISbe2S9/ciebG/t20t6nAk7QJ8m5SwWsCxkj5r+/y2NiwIugxJk4FfkeL6/rNQHivlEhuSQkucnMOcnkrKK/Jk/WrBUNi+CrhK0umVVfpZ4+Ua0TevNN8JWIuUc+sXpPBii31UpUqdY8Xr9uR4I4zVQT/yAeDlOSFP0Dp+CvxR0mmkm+qHSMtagpKx/R1JbyPN+q4LfMn25W1uVj9xPLCRpI1IMfFPAc4C3tjWVvUmB5KWda4n6X5Sxvg929uknmUpUtz1scD6kqi21DYAYOP8+uVB5a8nJstHk1bpfDbw23zdWcDLCsdWBx6oVqmXl5mTxtHvK+x/RdKMtrWmO/g88JqKN3VOWvYH0tLuIAgyDeQw+hLJu/THeVXcfNtTiJVyAOTkwj8BfiJpa9IE7vezt/VXbc9sawN7g29IOgBYQPKMfpGk79n+9hD13grcbfsRAEm/Io1RJkgam72ri+OKyphjlqSxwIuokvOoV8cbYawO+pFbgAmk7O5Bi7D9LUk3k+LsivTjeGmbm9W3ZON0GKjbw/wchmUn4Bjbp0jau92N6kWyl/Rbi9417W5TLyKpkuDlVgauUApjdRUivm85jKbOktaxfWfe3RG4Pb+/CDhI0jmkxIqz+y1edeZZSVvZvgYWriB6ts1t6nSWGBT24zFgiXY1Jgg6lQZyGH0Y+HCV8lgpR4pZDbyTtJJ8TeC7wM+AN5DyO72ibY3rHda3/aSkPUiaHkoyWg9lrL4PeK2kZUm/mW8BpgFXkMKInAPsDVyYz78o7/81H/9Tv8SrhjBWB/3JN4AbJN0CzK0UDpWNW9K2wDGk4Pkn2z560PF9SDeo+3PRcbZPzsf2ZlGs5q/Z7gsPY9u/Y2CG5qBEcqzOmj9otlcosTn9zJy8jHxPYOs8iFyyzW3qKSTtafung5KdUIldbft7bWlY7/JuYN1KmKdGkDSBFF9yA/JqG9t/bVH7Og5J7wReBSxdKbNdd3mypJcBZwKrkCYFTrJ9jKSJwLmkh9B7gF1yXgiRxinbA88A+/RbiJFh6lzNi297SeuSdL8XOCCffglJ35kkjfs1j8ABwJk5djXA46QH6qA2v5d0KcnLEdKEXyQGL5Fh3FPfRDIa3Z0v8avK/aTWc6GktUgGp4mkxOZ72Z4naan82ZuRJio+YPueVn/noC+5k2T8/Lbtawvl52dP62DkLClpSdJ4+Djbz1dyQ9XD9nXZw/16Uk6dG0ge0b8FzpH0tVx2Sq5yCnCWpJkkj+pdR/+rdC5hrA76kTOAbwI3s8gjrC7ZuPQj4G2k5Rh/l3RRlaQF59o+aFDdiaQHnymkB/Tpue7jI/sanYmka2xvVcVQKsBhIC0P28vDwjjt/yGFnhCwBwOTQgSt5QOkDM/72f5PjrU31Mx70ByVpKHRr8vhLtKES8PGatJD/e9t75wThi7bkpZ1IJJOIH3fbUgG+52BvzVQdT7wv7avl7Q8afxwObAP8EfbR0v6HPA5klfPdsA6eduCFIJoi1H+Oh3LcHWu4cV3SpUyskfTgSNoZlcj6WDbx5Dic24kaQWAiIVam0r+FtuflfReYCvSWOwk2xe0uXn9RrP3VIA/296heJEhngu/CXzf9jn5nrQf6V68H/C47f+RtGs+7wOt/sJBX7Kh7aeqHbD9ybIb06OcSJrYuhG4WtIapHCbQ2L7yyweruwuUjLQwec+B7x/RC3tYsJYHfQjj9r+YZN1Ngdm5uVF5OWfOwGNZNh9B3C57f/mupcD27LIs2JIbPPMvAUsO27MQk/BTsX2Vvm164xG3aRzk7zDdtFgcbyk64BvtaMxPaxzVWz/B/heYf8+kncNAJL+avt1LfjcvtHZ9on59Stt+Oy+0bnAM8AMSX9k4Aqlqg9B2aC1NckgQM4Z0VTeiC7X+fW2N5R0k+2vSPouKTlUXXJ4iQfz+zmSbiNlht+J5AkMaQL+SpJhZSfgzGxQnSppgqRVmwlT0Y86t4Mu1nlf0sTTscCmnW6k7hCd/wpsKuks23vRoX1yJLRD57ySZA9gbdtHZkeAVWzXnKAaxj21FlWfC/P13kxyUKhc6wiSsXqn/B5SnPLjJKmZJf0d0p8bIv99Vrf973a3pVm6SecafL1Ku2cD02xfWOX8ttDNOmdbUtGedK+kjgz51s06h7E66EemS/oGKQZQ8SG73lLZ1YDij+0sqnsrvS8vr/kn8On8A12t7mqNNtY2Z193H9PvfZzN1liR3beY3DU3mux5sDKFe0021NU6/1RgB+Bh2xtUOb4HiwaPTwEfs31jPnYPMIeU6KCSaKNhulnnBliQtTuH5O2+G0mn0ulxnYfL0kOf0hz9prOkuhOQrfIk6TedC1yUt0ZZG3gEOE0p0eh04GDbTzdSuQd0rsTyfUbSS0lLwNdq5gKS1gQ2Aa4DVq4YoG0/KOkl+bRa442GjNWhczl0uc635fHWSpJuKpRXVs9t2J5mLU4H6TwuhwN8ffasHoDtrjZet1HnH5NWyL4ZOJL0DPBL4DWNVG7wngrwOkk3khKefcb2rdR+Lnwx8IRTkrRKeeWZb2Ed2/Mlzc7nP9pIezuoPzeEbUv6NSnsSdfQbTrXYGlgPeAXef99pBwj+0naxvan2tayTLfrnMP6vI8UOqhoU60bdqxsul3nSOoQ9CObAK8Fvk5KOPBd4DtD1Kn2Xz14Jvw3wJp5oP4H0mx6o3WRtL+kaZKmPfLIIwvLn5m3gOn3Ps5LJyzD9Hsf55l5bbExNo2kTwAPkZL6/TZvFw9R7XSS13kt7gbemDX+KjnrbYFtbG/crKEaulfnBtkd2IX093iItJxo97o1WkSP6zxcRj1RRh/qPD1vSwObkuL13QlsTAsnZvpQZwBsn1Ftq1NlLOnvcrztTYCnScusB9Brv4MFLlaK2f1tUpzCe0iThw0haTmSEeZTQ3iy9uV4o8CIdC6LbtY5h0x5LSlm97sK2w75tWPoIJ0PIGk2gYGaVXSri6R7JN0saYakablsoqTLJd2ZX1fM5ZL0Q0kzJd0kadPCdfbO59+pQpJnSZvl68/MdZuyZLRR5y1sHwg8B5DDK45rpGIT99TrgTVsb0RaTfDryiWqnOs65fXqDG5bL92fp0pqaPKgU+hSnQfzP8CbbR9r+1jgrcArgfcAb29ryzI9oPOFpNUS80lj2srWUXS7zuFZHfQdHl62+FnAywr7q5Nm2IvXfayw+xNSLLJK3TcNqntllXadRDa+TpkyZeHgZdlxY9hsjRUXzogtO27MMJrfFg4mJeB6bMgzM7avzp4OtY4Xk0RMJWk5KnSxzkPilMBlp1rHJR1m+xtltKWXde4k+k3niqFUKdHtNrafz/snAJe16nP7TecKku6mykO27bVrVJkFzLJ9Xd4/nyrG6h78HQTA9lfz219KuhhY2vbsRuoqJfD5JfCzggfmQ5XwHpJWBR7O5UOOVXJ7Quc20gM6/wfYqN45kn5p+301jo0BpgH3295BLUpI1yk6274GuEbSNNtVY6EDSHqb7ctrHN7GdtED93M0Ebde9fPnHA/sTxpXX0JyGmk4OXobdX4+9yUDSFqJBnIRNXNPLRqybV8i6ceSJlH7XvsoMEHS2OxdXbwHV+rMkjQWeBEpYdoAeuz+vA3wUUn3kgx5HbcCYzBdqvNgViPlcqn8/o0HXmp7gaRmco20jB7QeXXb9RzsOoJu1zmM1UHfkb1uPsigZRtDLBP/O7BOHlDfT8rEOsAzVQPjQu4I3JbfX0qKHbVi3n87cFgT7WX3LSbz7k1W67ZYQ/9m0Y9kK9iPgYNpA5cpZeI9MQ/2GqaLdR4N3g+UYqzuc51rMeoi9LHOLyUlWaw8AC6Xy1pCH+tcXL2yNOkeMrHWyU6JRf8taV3bdwBvobGcD0Bv6Czp9RTGHZKwfeYQdURK9Heb7e8VDl0E7A0cnV8vLJQfpBQ/dQtgdjPxqvtY58VCkEn6NsnzdR7wL2Bf20/kY4eRxiALgE/avrTJNna9zg1Qa+IKkjPDbUAl4XZLEtJ1ms71DNWZb5JWIzZCU3Hr87mL5c+RdCWwgu2/5vIzgXfThLG6jTr/ELgAeImko0gJVb9Qr0Kz91RJqwAP5ZAWm5NWpT8GPEGV58J83hW5Leew+P15b1IM852BP+W/U0N0Wn9ukO3a3YBm6VKdB/MtUl6RK0nPGFuTbBHjSau/F0PS0sDVwFKk38/zbX+5VZOJPaDztZJebfvmZipJWhc4t1C0NvAlkpbnksYv9wC72H4837OOAbYn5YvZZ4jQtYM/r6t1DmN10I9cQvIeuJkGZuBhYWyxg0iG5zHAqbZvlXQkKVnBRcAnJe1IWg7yXxYlkvqvpK+SDN4AR1YGi40iifFLdce/q6RD8tu7gCsl/ZaBscG/V7Vic5+xDekhZqtC8Za2H1CKM3e5pNttX12l7v4kDxImT548+FjX6DzKlPrL1Y86K2WJXsf2HyQtA4y1PScf3qtFn9l3OpMeNG/ID4sAb2RRQqOW0I86V1kx8wNJ15AG3LX4BPAzSeNIvw/7NvOZ3ayzpLOAlwMzWBSWxhQSrdZgS9L94WZJM3LZ4aR+fp6k/YD7WJQp/hLSA81M0kNNUxrntvajzqcDxw0673LgsDz++ybJyeBQSeuTDFOvIk2E/UHSK2w3tba2m3VukKpGOEmrA+8EjgIOyQ/iLUtI12U61xqLVXPGaDZufb3yWVXKF29ch42fbf9M0nTS5KeAd9u+bYhqzd5TdwY+Jmk+KSb+rrn/VX0uzHUOBc6R9DXgBpJxnPx6lqSZpOfEXZv9zl3Wn7F9b7vbMBy6TefB2D5F0iWkRKACDrdd8fD/bI1qc0mhQ57Kqw+ukfQ74BBaMJkIXa/zVsA+SisN59LgqoHssLExLFxldD9p0q2p1TLNNLSbde7OVgfByFja9iFDnzYQ25eQHgSLZV8qvD+MGh7Ttk8FTm32M7uU5fPrfXkbx6IYciOOzStpQ+BkYLuiwaTyI2z7YUkXkH6gFzNW11pe1+eEDi1E0kdID3gTSYaU1YETSA9Y2L6lfa3rLWyflgfXlYHc5/KSdQAkvarwQBkMExXioJI8zaaw6N5fFdszGOiR3U9MAdZvxsgGC8MH1DJgvaXK+QYObL55PcNwdV4sBJntYvigqSSjFSQD6jm25wJ3Z8PT5iRvyWBofgD8H4vuFyNOSFfPiNpl1Oq3izlj1LlGs7GUG4qjDJ05frZ9O1BPj8HnN3tPPY40kVXtWos9F+byu0j3hMHlz7HICB4Eo46k9WzfXhijVSaoVpG0Sj2P3Py7+VTeXTJvpoWTiV3OaKwaeAvwL9v3SmpqtUwzq+a6mTBWB/3IWdl4dDEDPX6b8nYOqmP7KwCS3m/7F8VjkkY0SJM0GfgVaQnSPwvl44ElbM/J799Oh2Xj7XC6a01Q93Eg6cHlOgDbd2pgpvlgFMnG6QtrHD6LlOgvGBnfLbyfT16y2J6mdAW3AKsAffFw0UZapfOHWLRsdzWS8bpCTU/UPmexcYWkSqiV6ZLeVOs8mkxI14lG1NGkhjNGs3Hra+XPmcXA/C9V49wHQdAVHEKauCuO0Yr3xDfXq5w9faeTEjT+iBQCKyYTq5ANzFuRVs2ephQzf7kmL7Mr8PP8vtnVMn0xngxjddCPzCNliv88i27gpn58vaB5DgN+0UDZQiT9nDSYniRpFikZzJIAtk8gLTF/MfDjHHNpvu0pwMrABblsLHC27d+P5pfpZiRtafsvdcpq/k2CUWFuju8GgFJinZ57oO4SYmJmFPDwEhX3M5OAf0j6GwMnyXdsX5N6klHXWdLnSRMyP6sUVTmtVsiLnnxIr5BD+qxH+v532J5XOHxolSpbAjtK2p4U634Fkqf1iBLS9RD3DC6o44zRVNx6SVXz5+RQhXMkvZY0of5B4NiWfcMgCFqG7f3z2+OB39t+UtIXSU4aX61dc2H9BcDGSvm9LgBeWe20/NrXk4mSKglr1wVOI9krfkr6nWuk/jhSjrOh8pg1pHOvjjfCWB30I4cA/+OBWbWDUULSdqSYmatJ+mHh0AqkB76a2N5tiOMfBj5cpfwuhshM3+ccy+LepAvLbH+99Bb1F1dJOhxYRtLbgI8Dv2mkYvZymAbcb3uHFraxX6hlVAqdm0DSi0mTiVuRNL2GlI9hcCzrIHFEuxvQJxwxmheTtDcp8eJbCkuba3muLkavPqQDSHonKZzVv0gP02tJ+qjt38FiYVTIZQvD5WXP6s/Y3kPSL2hBQrpORIMSgAILE4Dafm+VKlWdMST9nSbi1rt+/pyPkeK2L0NKrNhwcsUgCDqSL9g+L3v+vo3kad1wrGPbTyglZ3wtMZlYi/cAm5CSTpJDNdUNhzeI7YDrbT+U95tdLTOAXh1vhLE66EduJQ3ggtbwAMnosyNpKVGFOcCn29KiPkXS64DXAytpUeJLSBMHY9rTqr7kc6REJDcDHyU9TJ7cYN2DgdtIf7OgDjlR1+q2/z3kyYsTOjfHOaScAO/L+3uQwiS8tW0t6mBsX1XvuKS/2n5dWe3pVUZTZ0nbkryD32i7OGa8CDhb0vdICRbXAf42zCZ3M98FtrE9E0DSy4HfMjxDZ8sS0nUSGkYC0FrOGHlisKm49bXy59ieBmww9DcIgqBLqNxf3gmcYPtCSUfUq5DDWDyfDdXLkMZz3wSuoE8mE5tknm0rJb6trIJpht1YFAIEmlwtM6KWdxFhrA76kQXADElXMHCZ6Cfb16TewfaNwI2Szrb9fK3zJP3S9vtqHQ9GhXGk+FljGZj87EkWJYsKWoztF4Cf5K1hJK1OGmgeRVoREtQhDxp/DWxW57R5gwtC52Ex0XZxSenXJL27ba3pfpZudwP6hKo61whBdhiwFCmhHcBU2wfYvlXSecA/SKvFDsxLp/uNhyuG6sxdLPIEGxLbV5JiJvdTQrphJQANgiBokvslnUg2OEtaipQMux6rAmfklYZLAOfZvljSP+iDycRhcF7WeELOhfYhGnzOk7QsyeP9o4Xio2litUy/EMbqoB/5dd6CFlLPUJ2JGOEtJnuZXSXpdNv3trs9/Yakm6kTm9r2hkNc4gfA/zFwomHwZ/RkjLIRMFXSa2z/vdpB26+tUhw6N88VknYFzsv7O5O8KoPhEcarcqiqc40QZKdUKaucfxRpcqvvkFQJVXGrpEtI9wCTHqyr3neDhUSi1SBoAEmnkkIwPWx7Ma//vJLuGJIR7xlgH9vX52N7A1/Ip37N9hnltLqj2AXYFvhO9pReFfhsvQq2byKFtRhc3i+Tic2yEnA+yQFsXVJerYZWF+bVWi8eVNb0apl+IIzVQd/Rpz9anUg8nJfHUpJOYvE4iXWzQgcjZtixjyVVBunTc2zPqvRqjLIRsA3wUUn3Ak+TYqm61sRA6DxsPkryQj8r748Bns7hhmw7wqkEQW/yrsL7h4A35vePACsufnog6TekMe/yRKLVIGiE04HjqB0iZztSCKZ1SKERjge2kDSRtDJmCul/brqki2w/3vIWdxDZGPqrwv6DxCTZaPM224cCl1cKJH2X6smFg2ESxuqg75B0N9Wz1db19M3xC48hPZSfbPvoQccPISX/m08atH+o4s0qaQEpXi3AfTEwDUrmF6RESCezKI5ZXSS9jDRIXAV4ATjJ9jF5IHguyfB9D7BLvw0CG2WE3uxbAjtK2p60dH0FST+1vefotK5n2a7J80PnYWC7bhIZSa+yfWuV8ntI+QsWAPNtT2lNCzsLSevb/segsjflUAhQPdt7Ve8ySeeSvHgAJgBP2N5Y0pqkuOt35GNTbR8wmt+j05F0EPCzOr9JVXUOGsf2vgCSls6edcHQfKfdDQgSzY5tJe3BIuPTU8DHcrjDmr9nda5V0xs4GIjtq/NvWi12As7MXqdTJU3I3sNvAi6vJA+VdDnJw/jnNa8UBE0g6WPAx4G1Jd1UOLQ88Jf2tKp3CWN10I8UH46XJi1hmVivQo7f9CNSfKFZwN/zTG3x4fMGYIrtZ/KN7FvAB/KxZ21vPFpfoEeIh8bymG/7+GbrAP9r+/qc3Xh6HvTtA/zR9tGSPkdKHhizyHWQNIfFJ8hmkxKR/m9eYjcA24eRYqaSPX4/EwbUoWl2giB0bhlnAZvWOLaN7UfLbEwHcF5OrvYt0rjjW6SxSCXZ31416p3OIO8y25VxRcWLZ3bh/H/1+VhjFdL47HpSIrlLB8UHrqVz0Dy3SHoI+DMp2epfbM8eok5fUkn8KWk72wMSUEo6AKibGDQYVZod295NSrL6uKTtSCustihcr9rv2edqXKuqN3CrvmiPsxpQTKY9K5fVKg+C0eJsUiLhb5D+tyvMqUySBKPHUIHW24qkbSXdIWlmvtkHLaDfdLb9WGG73/YPgKHCIWwOzLR9l+15pIy4Ow267hVelDF+KrD6qDd+4OeBlujY/2FJBw9R1hEGzqfnzqcPct38RtLHJa0qaWJlq1fB9oMVjw/bc0gee6uR+n0llM4ZwIiTqtnm6bnzR3qZTuZ7pFhxq5HuC58hJeE4h2RQGTX6pD93NH3Qnxuh5ZORXabzFsDLgGtJcX0fIHn1A2D7lmqVbF9NSly0GNlLbxdGwWOsV+4btr9AMgSdQjI+3Snp65Jeno9X1bkT6LL+jO3/AXYjrRrcgZRYe0Z7WwUv2J3cl78oaeHzhqRDGfQs0St0an9udmxr+9rCSo1Gn+1qjZMXegPbnkpKzLZqvQt1eH9uJ9XGGK5TvvgFpP0lTZM07ZFHHqn7YZ3+zN0t9EJ/tj3b9j22d7N9b2HrGEN1L+hcoWP/6QqerNsB6wO7SVq/va3qPfpRZ0mbFrYp2auh7pJmmp+p3Y8061Zh6fyDOFXSqBj3zr7uPsa+6CWdnOlr7ypl+1Te2L6svKZU579Pz+OLv76Fs6+7r2du6jXYm2QsvRaYnrdpjVbOS/E2Aa4DVs6xzyox0F4ykoZV+vIXf31kzKBHAAAgAElEQVQLS4yfMGkk1+pgtrV9ou05tp/M8Y+3t30uDcT4tH2l7SHjX/dRf24Jjeo8xDX6oT83Qq0OaOAySdNz0srhXbz7dH4eeBZYhuRZfbftF0Z4zTcAD9m+s1C2lqQbJF0l6Q2NXKTX7hvZk/o/eZtPuseeL+lbbW1YHbqwPyNpddKEyxtI44NbSaEP2sr9TzzbyX15R+Drkt4g6SiSI0zPhQXslv48jLHt4Ge7Wr9nta7VtNdvh/fndjKLNAFcYXXSJHCt8sWwfZLtKbanrLTSSjU/qEueubuC6M/l0Es6d6yxmgY8WYNRoR91/i4pftx3gK+TlioPlc22mZnaPUnLe79dKJ6cY5ntDvyg4uUzqF7DM7zPzFvA9Hsfxwvmzxui3aUjabecTGYtSRcVtiuAx9rdviJPz5vPSycsw/R7H+eZeQ2Fcu5KbK9VZasbo72CpOWAXwKfsv1ko5/ZaH+u9OWXTliGJZZcerlGr99lvCBpF0lL5G2XwrFRG0n0S3/uZPqhPyvxsqHPrMqWtjclTZAfKGnrQdfu1fvG30nG6tcAW5EcA84f4TV3Y6BX9YOkscYmpOSXZ0uqmuiyqPOjjz7aM/cNSZ+UNJ0UZuUvwKttfwzYDHhfWxtXhy7szwD3AZ8Cfmf7dbbfafsb7W7UuDFLdGxfzuEidiQ5Cb0U2Nn28+1t1ejTDf252bGtpG1IxuriqtC6v2fVLlOlbLExYPH+PO+p2R3bn9vMRcAH83jktcDsPDFwKfB2SStKWhF4ey4bNp38zN1tdPL9uZfoJZ07OWZ1tdnHiOs0+vSNzkoJEAEuZuBSIZOWMH6vTvWGZmolvRX4PCm+WTHT9wP59S5JV5Jm8v9VrJu9LU8CmDJlSl0D1rLjxrDZGiuiMWPH1TuvTVxLemieRJoYqDAHuKlqjTYxftxYHnjiWTZbY0WWHTem3c1pKZI2IK2eWLpSZrtWlu1KnSVJg/mf2a5klX5I0qq2H8zLFx+uVrfR/lzpy9PvfZwXnn/uqaa+VPewBympzo9J95upwJ6SlgEOGq0P6af+3Kn0Q3+2bUm/JhkAa1H1oa7wW/iwpAtIE+ZXF4736n1jP9uV1Sz/AXaSNOz4yZLGAu+l8DfIY465+f10Sf8CXkGVVTRFndd+5YbuofvGJOC9HhS73vYLkka0aqKVdGF/hjSO3QrYPYcQvBO4yvYp7WzUvAUvdFxf1qK8Fcqv44C1gZ0l2XbVSaVupdP7c7NjW0kbkhKUb2d7odNNnd+zWtdq6FmyeH9e+eXru9P6cxlI+jkpWeIkSbOALwNLAtg+AbiElKhyJilZ5b752H8lfZU0QQxw5EjDM3T4M3dX0Yn3516kl3RWp7qHS3o/8A7bH877ewGb2/5E4Zz9gcqymw2ARmLRreshstj3E/2ks6Qv57frkrybLiQNHN8FXF3RoEbdscA/gbcA95N+BHe3fWvhnE2A80lL/u8slK8IPGN7rqRJwF+BnTwwOePgz3sEeBooJu2YNGgfYD3bHem1ACBpDWAd23/IhrmxOUZcR5B01rPgosF1sM6TgPG2a68R63By338TyVh9CckL5BrbO9epI1Ksvf/a/lSh/NvAY16UOGai7f8b4vMb6M96CXiZbta53fRLf2430Z9B0o+A023/fciTF9UZDyxhe05+fznpQfL3Nc7ve51h4VL1i21vUCjbFjjM9hsLZSuR7tcLJK1NSnz36qEe1OO+UQ7ZYHnHoOKu7s/ZO3UrUiiQPUlzWWu2uU1PAbcPKo7+PMp0a39udmwraTLwJ+CDtq8tnF/z96zOtd5JclDYnuQY9kPbmw/R3kb6c8c9c3cbjfXnzn7m7gaiP5dDL+ncyZ7VQ84+FmceJU3LYRbqIqnhOK19Qt/obPsrAJIuAzatGE0lHQH8Yoi68yUdRFpKNAY41fatko4Eptm+iBT2YzngF2ksxH22dwReCZwo6QVS6J2j6xmq8+etNFjratp3os4VJH2ENMkxEXg5qW+dQDL4dwSN6Jz312xLA0ePnYGNgBts7ytpZZKXSD22BPYCbtaipEmHA0cD50naj7QMeKgQOs3oPOS9pRvJRqSPAGtS+N21/aHR/Jw+6s9tpd/7c2Yb4KOS7iUZlEUyVG1Yp87KwAX593EscHYtQzWEzlDduyx7ru7K4okVtwaOlDQfWAAc0IhHWdw3SuOOamO4bu3Pefy5FGk13Z+BrQd7tLeJ2xvUec2yGiRp03rHnRP+dRnd2p+bHdt+CXgx8OP82zU/f6d6v2e1rlXVG3gIGurPDX73oDYN9efym9VzRH8uh57RuZON1X8H1pG0FsmTdVdSvN9gdOlHnSczcInyPJIRqS62LyENNIplXyq8f2uNetcCrx5OQ7ucA0lL4q4DsH2npBEl4wuGzbNOy6DnK8UwfZi0BLUmtq+henw96KAJhy7hQtLD/B9IRqQg6Ha2a7aC7btIk2ZBg9jerUb5PlXKfkla2h4ELUOLQuqdC1SShL4EeJ8kbNcLqdevFEPiFZc0V8KCvLnc5vQvzY5t86rbxVbe1vs9cwoVUu1aJj0bBUEQBA3QscbqWp6sbW5Wz9GnOp8F/C3HFzPwHtKSsGB0mWt7XvY6qIRS6cy4Q73PNEkTgJ8A04GngL+1t0l9xbK2Dx36tCDoDjrEgzIIgvKpLBuuGlKvXY3qZGxvA5DD4X2cFDrFpEns49vYtCAIgiDoWDrWWA3VPVnrcNIon9c39JvOto+S9DtSjD2AfW3f0M421WCwhtU07VidgaskHQ4sI+ltpAH6b9rcpmoMpXMna9wQtj+e354g6ffACrbLTnbZ8zrX4WJJ2+d7bavpZ53LJHQuh9C5HELn1tPIGK7jdR5JSL2S6GSdzwCeBH6Y93cDzgR2aVN7RkIn69xLhM7lEDqXQ+hcDj2jc8cmWAyCoLuRtASwH/B2ktfNpcDJjptOafRonMSuIyduGQ/MBZ5nUXzfFdrasCAIgiAYBpJuBzayPTfvLwXcaHu99rasc5F0o+2NhioLgiAIgqDDPauDIOhecozknwJX2x6cYTkoh+9WKStOFkScxBKwvbykicA6wNLtbk8QBEEQjJAIqdc8N0h6re2pAJK2AP7S5jYFQRAEQUeyRLsbMBpI2lbSHZJmSvpcjXNOlfSwpFvKbl+vEDqPDtV0HFR2saR7JT0n6RlJR0vaR9IjkizpWUlPSpotaYak/0haIOlOSXvn9zPydlEbv+eOwAzg93l/4zLb0y8618P2NjlW4vHATvn9FcBs4DOj8Rmh89BI+jBwFel/4Yj8+qV6dapcI3QugdC5HAbrXGX/kEE6/zZrPCPrfJ/SWGN2Pm9e1nbvfP3QmdC5LPpRZ9tHAfsCjwNPkELqfaOVn9mtOku6WdJNwBbAtZLukXQ38Fdg69H6nNGiW3XuNkLncmhA5xMlzc3bTEn/O0jnJ5XGdrMVY7qahM7l0Hc62+7qjZQU8F/A2sA44EZg/SrnbQ1sCtzS7jZ34xY6t1THDQaVzQT+nfcPIj0EHA4cBzw16HoTgUeBnwIrAncNPqeN33U68CLghkLZTaFzW/4WN+XXrUgJkHYCrgudS9P/ZpJH9Yy8vx5wbujcWVvo3Fad7xu0v2/Wq6Lz08DPcv2nCteamM87NOt8V9Y6dA6dQ+ce2rpZZ2CNelu7te0VnbtpC507SueHgfXz/izgJuC4GjrHmC50Dp1L3HrBs3pzYKbtu2zPA84hGWIGYPtq4L9lN66HCJ1Hh2o6Hjio7HLgWdt3kZYHPgFsUuN67wDmA2fYfjzX7ZTwPvNtz27TZ/eTzo2wIL++EzjB9oWkH7GREjo3xnO2n4MU19P27cC6TdQPncshdC6HwTpfS/ofKeq+OXBnQednSYPxwbyDpOtOpBAElwPblvAduoHQuRxC53LoWp1t31tva9XnDpOu1bnLCJ3LYSidrwWesP2PvP8r4KU1rhVjutqEzuXQdzr3grF6NZKXU4VZuSwYXULn0aGajmsOKns+b5ASFP6dNOP1PmC8pP9Kul7Su4FXkRK3/alwvSUlTZM0NZ/TLm6RtDswRtI6ko4l3UTLoJ90boT7JZ1Iyjh/iVIipNG4/4fOjTFL0gTg18Dlki4EHmiifuhcDqFzOQzWuagpLK77fsDdwIZKS+mXlXSjpKmkBL5PAmuRdK6MTZYOnUPnkgidyyF0LofQuRxC53IYSufB+68kOSG8r4rO7yHGdLUIncuh73TuBWO1qpS5SlkwMkLn0aGajlXPkbQnMAW4hDRAWZN0kzoceA74AbAlKeTKgkL9r9meAuwO/EDSy0et9c3xCZKxZi7wc9JA6lMlfXY/6dwIuwCXAtvafoK09Oezo3Dd0LkBbL/H9hO2jwC+CJwCNDMICJ3LIXQuh8E619S9oPMZwOm2NwQOAx4jabgTKQ7s+QWdDUwOnUPnkgidyyF0LofQuRxC53IYSueF+1nntUg5ZtasovMOJK/WGNMtTuhcDn2ncy8Yq2cBLyvsr05zHmtBY4TOo0M1He8ZVDaWFOv588COwCrAXbbn2n4A+AnJCHxlfn1o0PVuB8jLxq6k9hL1lmL7Gduft/0a21Py++dK+vi+0bkR8t/iV7bvzPsP2r5sFC4dOjeJ7atsX5SXZzVK6FwOoXM5DNZ5LLBkYb+i+0Ys0nn5XA/gO8BmWcObgY1JE6KVug/kv0XoHDqXQehcDqFzOYTO5RA6l8NQOo8leZO+laTzOSQD3tx8vKjzAqA4do8x3SJC53LoP53dAYGzR7KR/ih3kWYOKoHFX1Xj3DWJxH+hc+fpuOGgsjtIMYS2KZzzRtJS86VIyzamkQYxD5K8+lbM273AKvmzJgF3UiURZknf9RXAScBlpCUmfwL+FDr3zhY6h869tIXObdX534P2309ayljR+VaS8X/FfGxq1vC+/PeoaHx3vs5SoXPoHDr3zhY6h869tIXOHaXzQ6Tx2fp5/425blHnLfLfYhYxpgudQ+fSto4Lot0studLOoi0xH0McKrtWwefJ+nnwJuASZJmAV+2fUqpje1iQufRoYaON+XYQdeQlo8bmEMKdG9gJilRxq+BZUk3lwdIN6DbgH+S4qZCyuh6uaQXSCsnjrb9j5K+3mB+AZwAnMyiBH+l0Gc6t43QuRxC53IIncuhms7ADSQj/zzgOOCjpIfvS1mk+XkkT/ZlSYPqK3K9m1mk8ZHAqsBFoXPoXAahczmEzuUQOpdD6FwODeq8M8mD/UbgUeBkSS8iab8CyaB3EWncdz4xpluM0Lkc+lFnZet5EATBqCJpuu3N2t2OIAiCIAiCIAiCIAiCoDsIY3UQBKOKpIn57SeBh4ELSEkWAbD933a0KwiCIAiCIAiCIAiCIOhswlgdBMGoIulu0nK1YobahTca22uX3qggCIIgCIIgCIIgCIKg41mi3Q0IgqC3sL1WNkgfCmxkey3gNFLspJ3b2rggCIIgCIIgCIIgCIKgYwljdRAEreILtp+UtBXwNuB04Pj2NikIgiAIgiAIgiAIgiDoVMJYHQRBq1iQX98JnGD7QmBcG9sTBEEQBEEQBEEQBEEQdDBhrA6CEpB0hKTPtLkNa0iaLmmGpFslHdDij7xf0onALsAlkpaixfecPtW5VELjcgidyyF0LofQuRxC53IIncshdC6H0LkcQudyCJ3LIXQuh37XeWxZHxQEQdt5EHi97bmSlgNukXSR7Qda9Hm7ANsC37H9hKRVgc+26LM6ibJ17kdC43IIncshdC6H0LkcQudyCJ3LIXQuh9C5HELncgidyyF0Loe26Rye1UHQIiR9XtIdkv4ArJvLrpQ0Jb+fJOme/H4fSb+W9BtJd0s6SNIhkm6QNFXSxEL970u6WtJtkl4j6VeS7pT0tXzOVyUdXGjHUZI+aXue7bm5uOVezrafsf0r23fm/QdtXzban9PvOpdBaFwOoXM5hM7lEDqXQ+hcDqFzOYTO5RA6l0PoXA6hczmEzuUQOhewHVtssY3yBmwG3AwsC6wAzAQ+A1wJTMnnTALuye/3yecsD6wEzAYOyMe+D3wqv78S+GZ+fzDwALAq6cYxC3gxsCZwfT5nCeBfwIvz/suAm4BngAPbrVPo3PlbaBw6h86hc+jcmVvoHDqHzqFz6NyZW+gcOofOoXPoPLKtJ2YfgqADeQNwgZN38f+zd+fhclTV+se/LwkBEoGAYcYweBEELlMioCCK0wVUcEBkEAFRREHxevUKOCGKP2dFUQYBARUjogwiCogMKgZNmBG4REgggMyBMCUkeX9/7N1J56S7T/c5p6t6WJ/n6ed0V1dV77NSqVO9a++1ngYubmKbq2zPtf0o6UTz27z8VtLJo+LiquW3O41YngfcA7zM9kzgcUnbAm8BbrT9OIDt+21vBfwHcJCktYb1W5Yv4tx+EeNiRJyLEXEuRsS5GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLlKdFaH0D6usWwBS/7frTjgvXlVzxdVvV7E0vnl59VYZ+B6p5PutB0CnLlMw1KOodtJJ8RuF3Fuv4hxMSLOxYg4FyPiXIyIczEizsWIOBcj4lyMiHMxIs7FiDgXI+KcRWd1CO1xLfBOSStJWhl4e14+kzS9A2DvNn7+BaTihq8CLgOQtL6klfLz1YCdgLva2IYiRJzbL2JcjIhzMSLOxYg4FyPiXIyIczEizsWIOBcj4lyMiHMxIs7FiDhXGT34KiGEVtm+QdIvgZuAWcCf81vfAs6TdCDwpzZ+/nxJVwFzbC/Mi18JfFuSAQHfsn1ru9pQhIhz+0WMixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyLEXEuRsS5GBHnpcmuNco8hNDNJC0H3AC8x/bdZbenV0Wc2y9iXIyIczEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOxei0OEcakBB6jKTNSVVhr+yEk0yviji3X8S4GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyL0YlxjpHVIYQQQgghhBBCCCGEEEoXI6tDCCGEEEIIIYQQQgghlC46q0MIbSFpJ0nj8vP3SfqOpA3KblcIIYQQQgghhBBC6EzRWR1CaJeTgeckbQ38L6mi7TnlNimEEEIIIYQQQgghdKrorA4htMsCp6T4ewEn2j4RWLnkNoUQQgghhBBCCCGEDjW67AaEEHrWXEnHAO8DdpE0Cli+5DaFEEIIIYQQQgghhA4VI6tDCO3yXmAecKjtfwPrAd8st0khhBBCCCGEEEIIoVMpzdIPIYSRlYsrvmB7oaRXAJsBv7f9YslNCyGEEEIIIYQQQggdKDqrQwhtIWk68FpgNWAqMA14zvYBpTYshBBCCCGEEEIIIXSkSAMSQmgX2X4OeBfwA9vvBLYouU0hhBBCCCGEEEIIoUNFZ3UIoV0k6dXAAcDv8rJRJbYnhBBCCCGEEEIIIXSw6KwOIbTLJ4BjgAts3y5pY+CqktsUQgghhBBCCCGEEDpU5KwOIbSVpHG2ny27HSGEEEIIIYQQQgihs40uuwEhhN6UU4CcAbwEmChpa+DDtj9absv6j6Q1gA8BG1J13rf9gbLa1E8kbWT73sGWhRBCCCGEEEII/S5GVocQ2kLS9cDewMW2t83LbrO9Zbkt6z+SrgP+DEwHFlaW2/51aY3qI5JusL3dgGXTbU8qq00hhBBCCCGEEEInipHVIYS2sX2/pOpFC+utG9pqrO3PlN2IfiNpM2ALYFVJ76p6axVgxXJaFUIIIYQQQgghdK7orA4htMv9kl4DWNIY4OPAHSW3qV9dImkP25eW3ZA+synwNmA88Paq5XNJaVlCCCGEEEIIIYRQJdKAhBDaQtIE4ETgTYCAy4GjbD9easP6iKS5gEnxHwfMA17Mr217lRKb1zckvdr238puRwghhDBSJG0AbGL7j5JWAkbbnlt2uzqVpLWArwLr2t5d0ubAq22fUXLTQgghhI7TsZ3Vks4kjUh7JHLctk/EuRgR5xD6VxS4DCGE0EskfQg4DFjd9sslbQKcYvuNJTetY0n6PfAT4LO2t5Y0GrjR9n+W3LQQQgih4yxXdgMaOAvYrexG9IGziDgX4Sz6LM6S1pB0rKTTJJ1ZeZTdrn4k6cpmloW2uQhYFfgj8LuqRwghhNCNjgB2Ap4GsH03sGapLep8E2yfBywCsL2AqOUSQggh1NSxOattXytpw7Lb0esizsXo0zhfBPyZ1EEXF+MlkLQiKf3HBEmrkdJ/QCrwt26T+xgFTAMesP02SRsBU4DVgRuAA23PH/HG95YocBn6nqRNgV9WLdoY+ILt75XUpI4n6WXAOcDapA6u02yfKOmbpDz484F/AYfYnpOvM+4A7sq7mGr78MIbHvrBPNvzK0W08yjhzpyu2zmelfRScpwk7Qg8VW6T+kuDc+rqpL9PGwIzgX1sPynp08ABefPRwCuBNWw/IWkmqQbJQmCB7cn5M+rtS6T0iHsAzwEH276h3b9zCCF0q04eWR1C6G5jbX/G9nm2f115lN2oPvNhUkfzZqSO5en5cRHwwyb3cRRLF8b8OvBd25sATwKHjlhre9clkvYouxEhlMn2Xba3sb0NMIn0Zf2CkpvV6RYA/2P7lcCOwBE5z+0VwJa2twL+Dzimapt/VeIcHdWhja6RdCywkqQ3A78CfltymzrdJ4GLgZdL+iup0/Rj5Tap79Q7px4NXJmvba/Mr7H9zaq/W8cA19h+omp/u+b3J1ctq7kvYHdgk/w4DDi5bb9lCCH0gI4dWd0MSYeRTvaMGzdu0mabbTboNtOnT3/M9hrtblsviTgXowfjfImkPWxfWnZD6ll5/Ooe+9K1GTdmNKuPG1N3vQ6Pc122TwROlPQx2z9odXtJ6wNvBU4APplHhbwB2D+vcjZwHINccE+YMMEbbrhh3fefeHY+z85fwCOzZjzjBfNXbrWdXeAo4FhJbS1w2evHc6eI4znJsy7WYuk87Pc1ufkbSZ2qs+qtEHEG2w8BD+XncyXdAaxn+/Kq1aYCew/1M+K8UYwePJ6PJt2svpV0Y/xS4PTBNpI0Pq+3JWmE8QdIMwFGZCTqSqus5nXWe1nDYxnKOZ5t3yDpdcCmpOuAu2y/2GibejNSgPGkWhiP5uXHVq63JR1D+rdZCHzc9mV5+W6keI4CTrf9tby85Rlz3Xo81zunAnsBr8+rnQ1cDQycEbcf8IsmPqbevvYCznEqGDZV0nhJ6+Q21dTM8Rzn5uFr5nie+a8Z8xbNf27F4lrVe+J4LkZPxdl2xz5IFy23NbPupEmT3AxgWtm/V6c9Is4R5zb9vnNJU+yeJ+U0nAs8Pcg2ZwKP1IsT6eLvKeCm/PhC1Xu7kb7wzACObqaNa278Sn/zD3f6v6fc6GdeeLEr49zkv8VKpBE9vwF+DXwCWLGJ7c4njYB8PXAJMAGYUfX+yxr8Wx1GGtU9beLEiXVj+8wLL/q/p9zob/7hTo8ev/ZjZceqmx/9cjyX/Wh0fu6X45k0GvAx4HZSZ9WtwC0tbH8mcGSN5XHeqB+zDYH7gFUGLP8t8L6qdZ4FbgSuAV5bZ1+L47zyhHXivFHAo9fOG6QUY6OqXo8izagbbLuzgQ/m52NIna7fqFy3kTrBv56f7wH8ntSxuyNw/WD7X3+TLQY9lp12XvjxTMrzPb7q9WrAR1vYfhTwb2AD0kCBT9VYZ3PgZmAFYCNSmqBR+fEvUmf3mLzO5nmb84B98/NTgI8M1pZeOJ6rz6nAnAHvPTng9VjgCVJB0cqye1kya/GwquU195Wvo3euWn4lMLlGuxafn8evuW6cmwt4NHM8j1p5woNlt7OdD2BF4O/53HA78KW8/Kx8rFe+e2+Tlwv4Pul79y3AdoN9RjPn5zieh//opThHGpAQQlvYXtn2crZXsr2K7ZVJReYaOYvBC1H+2UumOB8Pi0f4/ZA0xW5zYL88ra+hcWNG8+Cc55m0wWqMHTNq0N+pi50NbAH8ADiJFKOfNtpA0tuAR2xPr15cY9WaOSptn2Z7su3Ja6xR/8bt2DGjmLTBajw453kWvfjCM4P8Hl1L0mqStpe0S+Ux0p/RR8dzx+qX45k0W2BT21vY/s/82KqZDSWNAfYkpQ1YSpw3apP0EvKNRttPVy3/LGla+8/zooeAiba3Jd2gPFfSMjM4quM8YcKEOG+UrEuP5ytJN8IrViLVKKkrH4u7AGcA2J5vew5pxOnZebWzgXfk54tHotqeCoyXtE6jz5i/cFEnH8sfyr8vALafJI2ObtagM1JIMZtie57te0kdSdvnxwzb9ziNmp4C7FU1Y+78vH11/IekG47neufUBt4O/NVLpwDZyfZ2pO8eRzRxXdfUNXT1+XnMS1bt5OO5L1SOZ40a3Xi6RvebB7zB9tbANsBuOa8+wKervnvflJe1nNamw8/PPaOX4tyxndWSfgH8DdhU0mxJkRe1DSLOxejHOEs6fsDr5YCfNdrG9rWkkQutqnkRPthGq48bw5ffsSX77zCRSpGgHrWp7UNtX5UfhwGvGGSbnYA9cwGZKaQvM98jfVmsTPtfH3hwOA2TxP47TOTL79iSRc/OeWw4++pUkj4IXAtcBnwp/zyuyW3HSzpf0p2S7pD06nrr9tHxPOIkzZR0q6SbJE0bxn56/njO7mfohcF2B26w/fBQP7xb4izpPfnnRsPYx/KkTpWf2/5N1fKDgLcBB+RRMuQOqsfz8+mkkZQNz/W9cN4YiTiXqVuO5wFWtL24IzI/HzvINhuT0lb8RNKNkk6XNA5YyzkVQv65Zl5/PdK5pmJ2XlbXeuNX6uRjeTlVNSwPtGilA2xflk5DcaSkWySdmYtoQ/2Y1Vv+UtJI4AUDli9D0mGSpkma9uijj9ZapbJeRx/Pdc6pD1duhOSfjwzYbGDssf1g/vkIqf7C9oPsazZpRmLFoNfQHX4894XK8bzgqWvCZ6EAACAASURBVEeaTXPWlfJNwco5ffn8aFQ0t+WbiXE8F6OX4tyxndW297O9ju3lba9v+4yy29SLIs7F6NM4T8x585C0AnAhcPcI7PfVkm6W9HtJW+RlLX+hqRi3wuieOJkP4saqu+NI2gH4a6MNbB+Tj9UNSRfpf7J9AHAVS/KjHkQq1jgskhi3QleXUBjMUcCrgFm2dwW2ZUmeycGcCPzB9mbA1ixd7HIZfXI8t0utQkkt6+XjWdInJX0SuAe4WtIxlWV5eTOazfs5WFu6Ic6VwodDKi6cO7bOAO6w/Z2q5buRcqDuafu5quVr5A4wJG1MGvF0z2Cf0wPnjWHFuRN0yfFc7VlJ21VeSJpESvvWyGhgO+DkPPr/WZYUn6ulqZGo1Z2ojz/2WCcfy5cD50l6o6Q3kM6Df2hmwxozUk4GXk4aAfkQ8O3KqjU29xCWL7uwyZkvub0deTzXO6eSCl8elJ8vdW0raVXgdQOWjZO0cuU58BbgtkH2dTHwfiU7Ak+5Qb5qgOWkTj6e+4Yk8KJFZbej3SSNknQT6QbLFbavz2+dkG+MfTd/p4cmv3t30fm5Z/TSeaPz/oqEEHrFIcDPc4f1rsDvbX93mPu8AdjA9jOS9iB1gG9CCxfbqipkOXHixGE2p2vsQLpArowKmAjcIelW0s30pqbvZ58Bpkj6Cikvaj/ceBmuF2y/oHTxsILtO5WKJjWkJVOmD4Y0ZRpoWPQohDarFMq6Lz/G0MLIQEljgTeTCrL1g8clXQVsJOnigW/a3nOQ7XcCDgRuzV8gAY4l5YlcAbgifyGZavtw0vnieEkLSMXVDh8wbb1XDTfOoXVHAb+SVBkZug7w3kG2mQ3MruoAOZ/UWf2wcqG5oYxEtX0acBrA5MmTG40ELNunSee+j5CuWy+niaKU2VIzUqpnpkj6MSkfMjSOWa3lj5FnzOXR1cOeMdfh6p1Tv0a6kXAo6W/be6q2eSdwue1nq5atBVyQz7+jgXNtV2481NvXpaQ87DNIBUMPGeHfrWdIOpM0c+gR21vWeP8AlhTAfIaUZ/3m/N5MUp2khcCC4Q5A6Ce2FwLbKBXCvUDSlqSbwf8mXeudRor78bSQ1obuOD+HDhSd1SGEEVU90oY0KvRU0ijeayRt50EquTdSnVfO9qWSfiRpAi1MrevTP5qD5QFvyPbVpGrm2L6HJVMdQ3Nm5wu/C0mdS0/S3JfB6inTW5OK+Bw14AtTGBkGLpdk4NR8nggD2P7SMLd/jjTtvF+8lTSS9KcsGfnYNNt/ofYXwkvrrP9runh08TAMK86hNXn0/muBzYBNScfonbZfbLSd7X9Lul/SprbvIuVg/md+HETq5Bs4EvVISVNIN90HHYnaqZRS4d2SO95OGcIulpqRUunczy/fydKjes+V9B1gXdKAjr+T/o02UUqV8wBpxtz+tp1v9OxNSvk2IjPmOlWDcyqk47HWNmeRaupUL7uHNNut1vqP19pXTtd0RPOt7WtnkWrsnFPn/XuB19l+UtLupO91O1S9v6vtjktB0y1sz5F0NbCb7W/lxfMk/QT4VH7dclqbEFoVndUhhJE28Ivik6SCft8mdQi9Yag7lrQ28HC+uN6elMrocWAONS7Ch/o5vcb2LEk7A5vY/knu4F/ZqfhOaDPb78xPj8tfCleluam/lSnTH7N9vaQTSaPQPl9ZoU9nCrTDTrYflLQm6YbCnU459IGI80CSrgDe41wsTClf6hTb/1VuyzpLng0xVdJrbD+aZ0vY9tyy29ZLIs7Fsr1Q0l55ttxtg26wtI+RZt2NIaWoOYR0LdfTI1FtL1JKYTfRdku5b+vMSPmGpG1I19UzK+/Zvl3SeaQbAAuAI/JoSSQdSaqZMQo40/bteV8xYy50FNvXStqwwfvXVb2cSuooDcMgaQ3gxdxRvRLwJuDrVbNeRCq+Wn1jrCduJg6FpJ1s/3WwZWF4orM6hDCick7eIVEqRPl6YIKk2cAXSQUesH0KaeTHR/IU5+eBffNIhQUNLsL7nqQvApNJI6B+QprK9TPSdMjQJpJWr7H41vzzJQxeTLTelOnF+nSmQF2SXkHK5bmW7S0lbUXK6/uVRtu5qlCSpEqhpGur3o84L22NSkc1QB7dtGajDfrcBpL+REqjIklzgA84FUEMI2dIca415VzSl0kFpBaR0lIcnG9oiTRrbA9SB+rBw5kx1sX+Kukk4Jek3NMADBYL2zeRrkcG6oeRqOsAt0v6O0vHrGGamlozUmwf2GD9E4ATaiy/lBqzMmLGXOhyhwK/r3rd1Ey5GISwjHWAs/PMmeWA82xfIulPuSNbwE3A4Xn9nrmZOEQ/IA0oGmzZMiT9N/BB0rF6Kyl265Bmt6xOSnt6oO35SjnCzwEmkQbovdf2zBH6HTpedFaHENpC0leBbwwYefc/tj9Xbxvb+zXap+2TSNPCar1X8yI8AGmK6LakP37kL9wrN94kjIDpNC5gtHGjjRtMmQ71/ZiUF/RUANu3SDoXqNtZrVQcaTnbc7WkUNLxRTS2iy2sHiEoaQMaV43vd2cCH7X9Z4A80+UnQCv1AsLghhrns1h2yvk3bX8+7+fjwBdIX9J3J6VW2IQ0muxklp5+3i9ek39WnyuHNXuuDwwrjVIIYWmSdiV1Vu9ctbjhTLmKXh6EIGlUZUZFs2zfQvquOHB5zXN6D95MbIqkV5P+/q2hpQuLr0IaMDfY9usBHwc2t/18ngmzL6nj/7u2p0g6hXRcn5x/Pmn7PyTtC3ydwetD9IzorA4htMvuto+tvMgj7/YA6nZWh7aZn1OnGBZ3zoU2s73RCOym1pTpUN9Y23/X0lWwFwyyTaNCSaG2zwJ/kXRNfr0LeYRSqGlupQMVUt5USZGiYuQNKc61ppy7qkYGMI4lN2P2As7JX9SnSho/IH9wXxjOLLp+ZfsaSWsBr8qL/m77kUbbhBBqyzPnTid933y8snywmXJ9Yoak84Gf2I5BLiNrDGl27GiWFB0HeJo0A7wZo4GVJL0IjAUeIt3oraQwPRs4jtRZvVd+DmmG7UmSlK9Bel50VocQ2mWUpBVszwPI+a9WKLlN/eo8SaeSKr5/CPgAaQRqKICknYCbbD8r6X2kKWLfayZvZYMp06G2xyS9nNyxJGlv0kVgXW5QKCnUZvsPSsV0dyTNHPjvKGbU0N/zOfgXpGPzvcDVOYaDpk4ITRvROEs6AXg/8BRQ6ZxdD7i/arXZedky55lenmYuaVVSqrZd8qJrgONtP1VeqzqbpH2Ab5IKVgv4gaRP2z6/1IaF0GUkTQR+Q0qV8H9Vy2OmXLIVabTu6UrFXc8k1RV5uvFmYTC2rwGukXSW7VmwuIDuS5qJr+0HJH2LVJ/heeBy0kzcObYrg2sq1xVQdc1he4Gkp0hpoZa65u7V643orA4htMvPgCuVKgeb1EF6drlN6k+2vyXpzaS7vpsCX7B9RcnN6icnA1tL2hr4X1Lxop8Cryu1Vb3pCNK0zs0kPUCqGP++cpvUs1Yg5V0fDWwuiVpTbQMA2+SfXxyw/DVE6oSRNKJxtv1Z4LOSjgGOzPutl9ap1vY9O82c1PlxG7BPfn0gKeXKu0prUef7LPCqymjqnAf2j6TRciGErIkaRl8gddj9KM+KW2B7MjFTDoBcXPjHwI8l7UK6gfvdPNr6y7ZnlNrA3vD/JB0OLCR1Nq8q6Tu2v9loo5wWdS9gI2AO8CtSerGBKtcMTV1z9Or1RnRWhxDawvY3JN1KyrMr0h/Hy0puVt/KndPRQV2OBTkNy17AibbPkHRQ2Y3qRXmU9JuqR9eU3aZeJKmSM+92UgE6SBfP0VldQ6RMKEYb43wu8DtSh8ls4GVV760PPNimz+1kL7f97qrXX5J0U2mt6Q7LDUj78TipkFkIoUoTNYw+SCpQN3B5zJQj5awG3kpKHbgh8G3g58BrSfWdXlFa43rH5raflnQAKaafIXVaN+ysBt4E3Gv7UQBJvyHdUB8vaXQeXV19XVG55pgtaTSwKmmgSF+IzuoQQtvY/j1LV2gOBcq5OuveXbW9SoHN6Wdz88i89wG75IvI5UtuU0+R9D7bPxtQ7IRK7mrb3ymlYb3rHcCmlTRPzZA0npRfckvybBvbf2tT+zqOpLcCWwArVpbZbjg9WdLLSEX/1ibdFDjN9omSVgd+SfoSOhPYJ9eFEHAiqVDPc8DB/ZZiZChxrrOfTWzfnV/uCdyZn18MHClpCqmw4lP9lq86e17Szrb/AovTXT1fcps63R8kXUYa5Qjphl8UBi/QEM6prwcuIs3SAvhN5XwiaTfS+XYUcLrtr+XlGwFTgNVJhc0PtD1f0gr5syeRblS81/bMdv/OoS/dDVxFKhR8XdXy8/NI6zB8y0tannQ9fJLtFyu1oQZxH7CjpLGkv5lvBKaR/r32Jp07DiKddyBdcxwE/C2//6d+yVcN0VkdQhhhkv5ie+caHaUiFQ+ODtKC2F4ZQNLxwL9JqScEHMDSRSFCe72XVDTjUNv/zrn2BrvzHlpTKRoax3Ux7iHdcGm6s5r0pf4PtvfOBUPHtqVlHShXdh9Lynt8OukLx9+b2HQB8D+2b5C0MjBd0hXAwcCVtr8m6WjgaNKont2BTfJjB1IKoh1G+NfpWEONc50p53tI2pTUoTULODyvfinpZsAM0g2Bfi16ezhwTs5dDfAk6Qt1GKBSv8X2pyW9C9iZdC12mu0LSm5ev2n1nArwZ9tvq95JHnTwQ+DNpJGP/5B0cS5m93Xgu7an5HPSoaRz8aHAk7b/Q9K+eb33tvsXDn1pK9vP1HrD9seLbkyPOpV0Y+tm4FpJG5DSbTZk+/qcjuUG0vnoRlL6jt8BUyR9JS87I29yBvBTSTNII6r3HeHfo6NFZ3UIYUTZ3jn/7LpOI9s8N38hY8eMWjwis0f8l+3qDouTJV0PfKOMxvRwnGuy/W/gO1Wv7yONrgFA0t9sv7oNn9s3cbZ9av75pRI+u2/iXOU54CZJV1LVYV3vS5CkVUiF2A7O680H5rfygV0e59fY3krSLba/JOnbpOJQDeURuw/l53Ml3UEqtrMXqXMVUi2Iq0kdK3sB5+RRN1MljZe0Tisjf/s0zrWmnJ9RYxk5tkcMs51dG2dJR9k+kVRMauv8f5tOLdzVIXH+G7CdpJ/aPpAmjsluU0ac80ySA4CNbR+fBwKsbbvuDaohnFPr2R6YkdNOkGda7JX39wbSAIXKvo4jdVbvlZ9DylN+kiS1MkqyQ47npuR/n/Vt3z/oyh2mm+Jcx1drtPspYJrti2qsX4pujrPt7wPfr1o0S1JTqchsf5Fla2vcQzqvDFz3BeA9Q21n3kfXxjk6q0MIbZNHHqxF1bkmd9R1HNuce/19TJ/1JJM2WI39d5jYdSf0BhbmnFpTSKPd9yMVhChcj8d5qFYcfJXW9FucJX2/0fvtGknSb3GucnF+NGtj4FHgJ0qFRqcDR9l+tpmNeyDOlfQIz0lalzQFfKNWdiBpQ2Bb4HpgrUoHtO2HJK2ZV1tcNT6rVJRvqrM64lyMLo/zIaRZEj8AtuvUTmroqDiPyXUqXpNHVi/Fdld3XpcY5x+RZj68ATgemAv8GnhVMxs3eU4FeLWkm0k5ZD9l+3Zqn2t3IBX9m5PzzlaWr5efL97G9gJJT+X1H2umvR10PDfFtiVdSEp70jW6Lc51rAhsRireB/BuUo2RQyXtavsTpbUs6/Y457Q+7yalDqruU2057Vg7dXuco6hDCKEtJH0MeJhU1O93+XHJINucKekRSbfVef8ASbfkx3W506Py3kxJt0q6SdK0Vtv73PyFTJ/1JOuOX4nps57kufml9OW2y/7APqR/j4dJd2j3b7hFm/R4nIdqxHOP9WGcp+fHisB2pHx9dwPb0MYbM30YZwBsn13r0WCT0aR/l5Ntbws8S5pmvRRJh0maJmnao48+unh5D8T5EqWc3d8kTf2cSbp52BRJLyF1wnxikM7BpqrGR5zL1eVxvkPSTGDTquuxW/L11y1lN65aB8X5cGBHYDzw9gGPtzXYDqh9fStpdUlXSLo7/1wtL5ek70uakf9dtqvaz0F5/btVVeRZ0qS8/xl525Z6MkqM8w62jwBeALD9JDCmmQ1bOKfeAGxge2vSDZoLK7uosa4bLG+0zcC29dL5eaqkpm4edIoujfNA/wG8wfYPbP+AVNTvlcA7gbeU2rKsB+J8EWm2xALSNW3l0VG6Pc4xsjqE0C5HkQpwPd7CNmcBJ1GVImGAe4HX5aInu5NyPFWnt9jVdlMjFAYaO2YUkzZYbfGdx7FjRg1lNx0pF3DZq977ko6x/f+KaEsvx7mT9FucKx2lkg4mnQdezK9PAS5v1+f2W5wrJN1LjS/Ztjeus8lsYLbt6/Pr86nRWW37NNJ5ncmTJy/ef7fH2faX89NfS7oEWNH2U81sq1TA59fAz6tGYD5cSe8haR3gkby8UjW+orqifHV7Is4l6uY4295P0trAZaTCky3Ls+6mAQ/YfpvaVJCuU+LsVITyL5Km2a6ZXgZA0pttX1Hn7YHXt0fTQt56pQKCXwQmk87d05VyLD+Z1zkMmErKyb4bLRRHLzHOL+ZjyQCS1iCNtG6olXNqdUe27Usl/UjSBOqfax8DxksanUdXV5+DK9vMljQaWJWUg3YpPXZ+3hX4sKRZpI68Sv2ircptVn1dGueB1iPVcqn8/RsHrGt7oaRWao20TQ/EeX3bu5XdiMF0e5yjszqE0C73s+SPZFNsX5un5dV7v7qi8VTSReCIkMT+O0zkHduu15U5nYbpPUAhndV9Hud6RjwIfRzndUlFFitfAF+Sl7VFH8d5ctXzFUnnkNXrrexUWPR+SZvavotU/fyfzX5YL8RZ0muomi4qCdv1bsxWthEpd/Idtr9T9ValOvzXWLZq/JFK+VN3AJ5qJV91v8a5aN0eZ6c6DFs3WkfSr22/u87bRwF3AJWC220pSNdpcW7UUZ19nTQbsRkt5a3P615h+wkApaKCu0m6GljF9t/y8nOAd9BCZ3WJcf4+cAGwpqQTSAVVP9dog1bPqfnGzMM5pcX2pFnpjwNzgE3yjZYHSEXP9s/rXZXbMoVlz88HkXKY7w38qZV81Z12PDdp97Ib0KoujfNA3yDVFbma9B1jF1Ie63HAH2ttIGlF4FpgBdLfz/Ntf7FdNxN7IM7XSfpP27eW3ZBGuj3O0VkdQhhRkj6Zn94DXC3pdyxdgOs7NTds3aEsfTFt4HJJBk7NIxNqte8w0ggSJk6cOPA9xq3Ql6fFQv9y9WOclapEb2L7j5JWAkbbnpvfPrBNn9l3cSZ90bwxf1kEeB1LChq1RT/GucaMme9J+gvwhQabfQz4uaQxpL8Ph7Tymd0cZ0k/BV4O3MSStDSm/iyiip1I54dbJd2Ulx1LOs7Pk3QocB9Liu9cCuwBzCAVwWwpxrmtfRdnSWeS0jE8YnvLvOybpDQN84F/AYfYnpPfO4Z0DbIQ+Ljty4bQ1q6Nc5NqzrKQtD7wVuAE4JO587BtBem6LM71rsVqXd+2mre+0fLZNZa31vAS4mz755Kmk25+CniH7TsG2azVc+rewEckLSDlxN83H38LJB1JmmEwCjgz57KGdNNgiqSvADeypFjrGcBPJc0g3VDft9XfucuOZ2zPKrsNQ9FtcR7I9hmSLiUV7BNwrO3KCP9P19lsHil1yDN59sFfJP0e+CRtuJkIXR/nnYGDlWYazqPJWQOSNgV+WbVoY9K18zl5+YakFGb75JnkItWJ2IN0XXew7RtaaWg3x7k7Wx1C6GQr55/35ccYluSQG5HcvErVdg8l/aGo2Mn2g/mC/QpJd9q+duC29abX9bmIQxtJ+hDpBsnqpI6U9YFTSF+wsF0zR3tone2f5IvrSnqgo/MoQAAkbVH1hTIMkaryoJJGmk1mybm/Jts3sfSI7H4yGdi8lU42WJw+oF4H1htrrG/giNab1zOGFGdqpyC7AjjGqRDa14FjgM9I2pzUybQFadbGHyW9wnZ3JYJsv3r/Bt8D/pcl54u2FaTrQvVitsz1bYN9tJpLuak8ytB4sEdZbN8JNIrHwPVbPaeeRDo31NrXpaQbhAOX30PqJBy4/AWWdIKHMOIkbWb7zqprtMoNqrUlrd2okzP/3Xwmv1w+P0wbbyZ2uSHNGsizC7eBxSmxHiDNEGkptdOwW98lorM6hDCibH8JQNJ7bP+q+j1Jw75Ik7QVcDqwe/XovsodY9uPSLqAdKG4TGd1qKm75gR1nyNIx+P1ALbv1tKV5sMIyp3TF9V5+6ekQn9heL5d9XwBeRRIOU3pCrcBawNNp+QIQzKkONdKQWa7Otf9VNIIS0hf0KfYngfcm0dJbk+a2h8akFQZvT5d0usri2us2nJBOjqsE3Uk1bm+bTVv/WyWpA2pLL86L1+/xvq12hGDPULobJ8knQurr9Gq/6++odHGufN0OqlA4w9Js4riZmINtmdJ2pk0a/YnSjnzX9Libt4I/Cvvq6XUTq2keOtmy5XdgBBCzzqmyWVNkzQR+A0pX9b/VS0fJ2nlynNSpeMYrZpJ2mmQZb8a+H4YUfNsz6+8UCqsE1/0yhE3ZkaA7V2rHm+2/aE8WiTUNgH4p6TLJF1ceZTdqB7Urjh/gCVpx+qlU1iGpMMkTZM07dFHHx2BZnSVWufanYA9Jc0k5UB9A2mk9fj8dxFqF6Sr/N2sW5DO9mTbk9dYY40R/SUKNnPgggbXt5X8x7BsXuT3K9mRJXnrLwPeImk1Savl/VyW35sracc83fz91L/ZG0LoYLYPy09PBvayvStwFamG1Kea2H6h7W1I5+HtgVfWWi3/bPpmYi/+HZT0RVJncqVvY3ngZy3uZl/gF/n5UqmdgMFSOw1sT0/GOUZWhxBGlKTdSXmV1pP0/aq3ViGNwGu07S9IdxUnSJpNqly+PIDtU0g5nV4K/ChdU7PA9mRgLeCCvGw0cK7tP4zgr9XtfsCyo0kXL7P91cJb1F+ukXQssJKkNwMfBX7bzIZ5lMM04AHbb2tjG/tFvenNEecWSHop6fy8MymmfwGOr5HLOiTHld2APnHcSO9Q0mdJ1y4/ryyqsVrN80qvj0RVyj+/Gen3v6v6pizpS/xSbB9D/mKfR1Z/yvYBkn5FGwrSdSINKAAKLC4AavtdNTapeX0r6R+0kLfe9hOSvgz8I693vHOxReAjpFQ4K5FuyjRdXDGE0JE+Z/u8PPL3zaSR1k2nj7A9R6k4447km4l5dHWtm4mzB7uZSG/+HXwnsC2p6CQ5VVPDdHjV8t/PPRl8IF9T1xy9GuforA4hjLQHSZ0+e5KmElXMBf670Ya29xvk/Q8CH6yx/B4GqUzfjyS9GngNsIaWFL6EdONgVDmt6ktHk3Ks3wp8mPRl8vQmtz0KuIP0bxYayKPC1rd9/6ArLyvi3JoppDRL786vDyAVhnlTaS3qYLavafS+pL/ZfnVR7elVIx1nSQeRCi++saqTtF6ahb4i6a2k2gv/In2Z3kjSh23/HpZJozKYthWk6yQaQgHQete3+cZgS3nrbZ8JnFlj+TRgy8F/gxBCl6icX94KnGL7IknHNdogp7F4MXdUr0S6nvs6aWR2X9xMbNF821YqfFuZ+dKK3YEbbD+cX7ea2qkvRGd1CGFE2b4ZuFnSubZfrLeepF/bfne998OIGEPKnzWapYufPc2S/JuhzWwvAn6cH02TtD7pQvMEUh660EC+aLwQmNRgtfkDF0Sch2R121+uev0VSe8orTXdb8WyG9Anmo6zpN1Inaivs/1c1VsXA+dK+g6pwOImwN9HtJXd4dvArrZnAEh6OfA7mhyVa/tqUk7OfipIN9QCoCGE0IoHJJ1K7nCWtAKDp/9dBzg7zzRcDjjP9iWS/kkf3EwcgvNyjMdL+hApXVgr3/P2Y0kKEFjS+f81lr0pcKSkKaSR8ZXUTn0hOqtDCG3RqKM627iQhvSxPMrsGkln2Z5Vdnv6jaRbaZCb2vZWg+zie8D/svSNhtDYVEmvsv2PWm/a3rHG4ohz666StC9wXn69N6mjKgxNdF4Vo14aoFopyI4BVgCuyCkYpto+3Pbtks4D/klKD3KE7YW19tvjHql0VGf3sGQkWKgtCq2G0ARJZ5JmtTxie5lR/3km3YmklDfPAQfbviG/dxDwubzqV2yfXUyrO8o+wG7At/JI6XWATzfawPYtpLQWA5f3y83EVq0BnE8aALYpKVVpU7MLJY0lpWf5cNXir9FCaqd+EZ3VIYSyxJfz4qwg6TSWzZPYsCp0GLYh5z6WVLlIn55ze9Zb7zBS5W8mTpw41I/rJbsCH5Y0C3iWND3d9W4MRJyH7MOkUeg/za9HAc/mdEO2HelUQteok4LsjBrLKuufQJqJ0XckVfIq3y7pUtINK5O+WNe8SdjvJP2WFKOVSQVA/w7Mq7xve8+y2hZChzoLOIn6KXJ2J81q2YQ02vRkYAdJq5NuNk4m/Z+bLuli20+2vcUdJM8G+k3V64eIm2Qj7c22PwNcUVkg6dvUqNcwUP73eemAZS2nduoH0VkdQgi971ek3JKnsySPWWizYY5m3wnYU9IepKnrq0j6me33DfiMniyoMQy7t7h+xHkIbDcchS5pC9u3F9WeTidpc9v/HLDs9TkVAtQuoBNaJOlI4OcNOiYizsP39qrnDwOvy88fBVYrvjld4VtlNyCEbmL7WkkbNlhlL+Cc3JE3VdL4PHr49cAVleKhkq4gjTD+Rd09hdACSR8BPgpsLOmWqrdWBv5aTqt6V3RWhxDKEl8ai7PA9smtbCDpZaQRDWsDi4DTbJ+YRy38kjRKeyawT7+NWGiVpLksO5PgKVIh0v/JU+yWYvsYcoXoPOL3UwM7UMOyWr1BEHFum58C2w1cKGkmqdjuQtJ5aXLB7SrLebm42jdIN0W+QRr5VSn2d2CtjWpNhZb0S9KUU4DxwBzb2+Qv9ncAZtzMTQAAIABJREFUd+X3pto+fOR/lY62NvAPSTeQCsldNiA/cM04h+bZPgRA0op5GngYRKXwp6TdKwUoKyQdDjQsDBpGTqvXtpIOYMlIyWeAj+TaPHX/njXYV93UFaFl6wHVxbRn52X1locwUs4l1Wb4f8DRVcvnVm6ShJEzWKL1UknaTdJdkmZIOnrwLcJQRJyL0W9xlnTUIMsGnSZTNts8O29B2c0YCb+V9FFJ60havfIYZJsFpI7UVwI7AkdI2pz0h/lK25sAV7L0H+q6np23gD6uKfQdUq649UhVnD9FKsIxhdShUogeOp5L1+fHczMa3Yzc1fY2zXRU91CcdyBVc7+OlCrhQdKofgBs31Znu7NIo8IWs/3eHL9tgF9TNdUX+FflvZHqqO6m84btz5GmhZ8BHAzcLemrufhfozi33SK7V47litsk/VXS1yTtIWnVshvUjJKP589LWpx+TdJnSCNEu04XH8+tXtveSyqyuhXwZfIMqyq1/p7V21d16orDSKkrhsU2aLmO7s9pk1rXGG6wfNkdSIdJmiZp2iOPPNqtx3NP6Ybj2fZTtmfa3s/2rKpH13RUd0OcKzq2kbkS6Q9JJ/bNgf3yH5MwgiLOxejTOB9UY9nBlSe2Ly+uKa2zzbnX38fnL7yN5caNn1B2e4bpIFJn6XXA9PyY1mgD2w9VRnzYnksasbce6YtVpVjJ2cA7BvvwJ56dz+cvvI1zr7+vXy8Gd7N9qu25tp/OKSX2sP1Lmpg2bftq20POf5330UvHc1s0G+c4npsy7MD0WJxfBJ4HViKNrL7X9qLBNrJ9LVDzC1AepbcPbZze3I3njTyS+t/5sYB0jj1f0jfKbNcDc57vlWMZANv/AewH3Eoa/X+zpJvKbVVjHXA87wl8VdJrJZ1AKlrWlfmqu/V4bvXa1vZ1VbMHp5IGHAym3nXy4tQVtqcCldQVQ/1dOPf6+xi96pr9WEhjNukGcMX6pJvA9ZYvw/Zptifbnjxv+XFdeTz3kj4/ngvTbXHu2M5q0h/wGbbvsT2fNAKtK+8+d7iIczH6Js6S9svFZDaSdHHV4yrg8bLb16zn5i9k+qwnWXf8Siy3/IovKbs9w2F7oxqPjZvdPk8v3xa4HljLqVBHpWDHmnW2WTxi4bHHHmPd8SsxfdaTPDe/L1NmL5K0j6Tl8mOfqvcKuTLupeO5bM/OX9DXx7OSlw2+Zk0GLpc0PRetHLjvXj1v/IPUWf0qYGfSDevzh7nP1wIP2767atlGkm6UdI2k19bbsDrOjz76aN0P6LbzhqSPS5pOSrPyV+A/bX8EmAS8u8y2jRm1XK8cywBIWp80O+C1pOuD20mpDzpW2cez7cdIndM/BNYF9rb9YtHtGAm9cDwP4dr2UNL0/4p6f8/q7aupFBWtnp+9cMH8hr9ob7oYeH++HtkReCrH+jLgLZJWk7Qa8Ja8rKFeOJ67XZ8fz4Xptjh3cs7qWif0HUpqSy+LOBejn+J8Hani8ATg21XL5wK31NyiA40dM4pJG6zG9FlPsujFF54puz3DJWlL0qj+FSvLbNersl293UtIU80/YfvpNJhvcK4qSLfxK7fyg3OeZ9IGqzF2zKihNL/bHUDKU/gj0pebqcD7JK0EHFlEA3rteC7TuDGj6efj2bYlXUjqAKyn3kXwTrYflLQmcIWkO/Po4cq+e/W8cajtymyWfwN7SRpu/uT9WHpU9UPARNuPS5oEXKhU6PLpgRu6yYKhXXjemAC8ywNy19teJGlYs1OGa/7CRb1yLFfcR7oJ89WRSjnTbmUdz1V1K5R/jgE2BvaWZNurFNWWkdLtx3Or17aSdiV1Vu9ctbjh37Nau6mxbJnzb6vnZ40aPaZh47uQpF+QiiVOkDQb+CKwPIDtU4BLSbm/Z5Dyfx+S33tC0pdJ5yaA45tJz9Dtx3Mv6OXjuZN0W5zVqdMdJL0H+C/bH8yvDwS2t/2xqnUOI+V8AtgSaCYX3aYepIp9P4k4F6Nf4yxpA2AT23/MHXOj87S7jiDpUeBZ4LGqxROWfq01wSvZXqPY1o0cSV8kXfRtTrrA2x34i+29B9lueeASUpGq7+RldwGvt/1Qnr54te1NB9nPo6DnwY9ULR4QZyYA47o5zmXrl+O5bHE8g6QfAmfZ/segK9ffx3HAM7a/Vef9vo8zLB79d4lzgcW8bDTwADDJ9uw6211NKhjaMOVTnDeKIekZ4M4Bi7v2eJa0NanjbhdgInA3cI3tM0pu11yWFBmtiON5hHXz8dzqta2krYALgN1t/1+dfR5H/ntWb1+STs3PfzHwMxu0tYnjmc1sd/zMl07W5PHc0d+5u0Ecz8XopTh38sjqQXMOVd95lDTNTRTrkdTwor0PRZyL0XdxlvQhUuf76sDLSb/zKcAby2xXNdtrDIz1YK+71N7A1sCNtg+RtBZweqMNlIaZnAHcUbmYzy4m5cD+Wv550WAf3kKcN2zhd+oaktYAPkSqDL/4767tD4zk5/TR8Vyqfj+es12BD0uaReroFGnQ9Vb1NpA0DljO9tz8/C3A8fXWjzg39CbgzuqO6nyeecL2Qkkbk4p43TPYjuK8UZg7B8awm49n2zdL+hfwL1IqkPeROq5L7awG7moyzoUdz5K2a/S+cw7lLtOVx3Or17aSJpKK2B5Y3VE9yN+zetfJFwNHSppCml1bSV3RSFPHc7O/f6irqeO5+Gb1nDiei9Ezce7kzup/AJtI2og0emRfYP9ym9STIs7F6Mc4H0HK1X09gO2781S5ULzn8zToBZJWAR4hTUFtZCfgQOBWLSmadCzp4vs8SYeSpgG/p12N7iEXAX8G/ghEQrzQC3YfwjZrARfk6dajgXNt/2FEW9Vjak2FziNX92XZwoq7AMdLWkA6zxzezPTnEIYif9FdgZT67c/ALgPTr4TFqlPiVU9prqQFeUOxzelrrV7bfgF4KfCj/LdrQe7wafT3rN6+aqauCCGEUFvHdlbbXiDpSFJS/FHAmbZvL7lZPSfiXIw+jfM82/MreeDytOXOzDvU+6ZJGg/8GJgOPAP8vdEGtv9C7fx60EGj47vEWNufKbsRIYyUoXRK2b6HNMMjNMn2fnWWH1xj2a9JOVhDaBtJn8xPfwksys/XBN4tiQGjVQNge1eAnA7vo6T0KSZ18p9cYtP6TqvXtjl94wdrLK/798z243X2ZdJAnhBCCE3o2M5qANuXku5CNuO0EV6vb0Sci9GHcb5G0rHASpLeTLpA/23JbaplYAwHe911bH80Pz1F0h+AVWwXXeyy5+PcwCWS9sjngHbr5zgXKeJcjIhzMSLO7Vcrht0Y50rO1k2BV5FmDgl4O9CouFxROjnOZwNPA9/Pr/cDzgH2Kak9w9HJce4lEediRJyLEXEuRs/EuWMLLIYQupuk5UiVs99C+iJzGXC646RTmB7Nk9h1cqGLccA84EWW5PddpdSGhRBCCEMg6XLg3c5FsyWtDPzK9m7ltqxzSbrZ9taDLQshhBBCh4+sDiF0r5wj+WfAtbYHVqQNxfh2jWXVNwsiT2IBbK8saXVSwbMVy25PCCGEMEwTgflVr+eTigiH+m6UtKPtqQCSdgD+WnKbQgghhI60XNkNGAmSdpN0l6QZko6us86Zkh6RdFvR7esVEedi9EqcJe0J3AT8Ib/eRtLFBX7+MnEcsOwSSbMkvSDpOUlfk3SwpEclWdLzkp6W9JSkmyT9W9JCSXdLOig/vyk/Cvu9WmF715wr8WRgr/z8KuAp4FMj8RkR58FJ+iBwDen/wnH55xda3EfEuQAR52IMjHON158cEOff5RjflON8n9LfwKfyevNzbA/K+484E3EuSp/G+afA3yUdJ+mLpGLaZ7fzA7s1zpJulXQLsANwnaSZku4F/kYqjNpRujXO3SbiXIwm4nyqpHn5MUPS/wyI89NK13ZPKa7p6oo4F6Pv4my7qx+kYnX/AjYGxgA3A5vXWG8XYDvgtrLb3I2PiHPEeQi/y3RgVeDGqmW3lBjHLQcsmwHcn18fCcwhVQQ/CXhmwP5WBx4DfgasBtwzcJ1OflTiTirqcy2wF3B9xLmw+N9KGlF9U369GfDLiHNnPSLOpcb5vgGvD8nxqsT5WeDneftnqva1el7vMznO9+RYR5wjzhHn9v/u2wFH5ce2Eee6bd+g0aPsf8deiXM3PSLOHRXnR4DN8+vZwC3ASXXiHNd0EeeIc4GPXhhZvT0ww/Y9tucDU0gdMUuxfS3wRNGN6yER52L0UpwX2H6qpM+uFccjBiy7AnjeqaL3X0mdTtvW2d9/AQuAs20/mbftpjRKC/PPtwKn2L6I9EdsuCLOzXnB9gsAklawfSepOFWzIs7FiDgXY2CcryP9H6mO+/bA3VVxfp50MT7Qf5HiuhdpVOcVQOTMTSLOxejbONu+wfaJ+XFjmz+ua+Nse1ajR7s+d4i6Ns5dJuJcjMHifB0wx/Y/8+vfAOvW2Vdc09UXcS5G38W5Fzqr1yONcqqYnZeFkRVxLkYvxfk2SfsDoyRtIukHpJNoEWrFccMBy17MD0iFIP9BurP4bmCcpCck3SDpHcAWpAJ5f6ra3/KSpkmamtfpZA9IOpVUcf5SSSswMuf/iHNzZksaD1wIXCHpIuDBFraPOBcj4lyMgXGujiksG/dDgXuBrZSm0o+VdLOkqaQCvk8DG5HiXPmbuWLEOeJckIhzMSLOxYg4FyPiXIzB4jzw9StJgxDeXSPO7ySu6eqJOBej7+LcC53VqrHMNZaF4Yk4F6OX4vwxUmfNPOAXpAupTxT02bXiWHMdSe8DJgOXki4ENyT9MTgWeAH4HrATKeXKwqrtv2J7MrA/8D1JLx+x1o+8fYDLgN1szyFN/fn0COw34twE2++0Pcf2ccDngTOAVi4CIs7FiDgXY2Cc68a9Ks5nA2fZ3go4BnicFMO9SHlgz6+Ks4GJEeeIc0EizsWIOBcj4lyMiHMxBovz4tc5zhuRasxsWCPObyONao1rumVFnIvRd3Huhc7q2cDLql6vT2sj1kJzIs7F6Jk4237O9mdtv8r25Pz8hYI+vlYcZw5YNpqUU/uzwJ7A2sA9tufZfhD4Mamz/er88+EB+7sTIE/Pu5r6qQBKl/8tfmP77vz6IduXj8CuI84tsn2N7Yvz9KxmRZyLEXEuxsA4jwaWr3pdifvWLInzynk7gG8Bk3IMbwW2Id0QrWz7YP63iDhHnIsQcS5GxLkYEediRJyLMVicR5NGk76JFOcppA68efn96jgvBKqv3eOabomIczH6L87ugMTZw3mQ/lHuId05qCQW36LOuhvSwQXpOvkRcY44D+F3eQVwGnA5aYrJn4A/lRjHrQYsu4uUq2nXqnVeR5rSvwJpesw00sXiQ6TRk6vlxyxg7fxZE4C7qVEIs9cfEeeIcy89Is6lxvn+Aa/fQ5rKWInz7aTO/9Xye1NzDO/L/x6VGN+b97NCxDniHHHunUfEOeLcS4+Ic0fF+WHS9dnm+fXr8rbVcd4h/1vMJq7pIs4R58IeHZdEu1W2F0g6kjTFfRRwpu3bB64n6RfA64EJkmYDX7R9RqGN7WIR52L0WJx/BZwCnM6SAn+FqBPHW3KOpr+QpukbmEsqKGBgBqkgyYXAWNJJ/EHSif4O4P9I+WkhVc69QtIi0gyVr9n+Z0G/XseIOBcj4lyMiHMxasUZuJHUyT8fOAn4MOnL92Usifl5pJHsY0kX1Vfl7W5lSYyPB9YBLo44R5yLEHEuRsS5GBHnYkSci9FknPcmjWC/GXgMOF3SqqTYr0Lq0LuYdN13PnFNt4yIczH6Mc7KvechhDCiJE23PansdoQQQgghhBBCCCGE7hCd1SGEESVp9fz048AjwAWkIosA2H6ijHaFEEIIIYQQQgghhM4WndUhhBEl6V7SdLXqCrWLTzS2Ny68USGEEEIIIYQQQgih4y1XdgNCCL3F9ka5Q/ozwNa2NwJ+QsqdtHepjQshhBBCCCGEEEIIHSs6q0MI7fI5209L2hl4M3AWcHK5TQohhBBCCCGEEEIInSo6q0MI7bIw/3wrcIrti4AxJbYnhBBCCCGEEEIIIXSw6KwOIbTLA5JOBfYBLpW0Am0+50g6TtKn2vkZzZK0iqQHJJ1UdltGUsS4GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyL0e9xjs7qEEK77ANcBuxmew6wOvDpcptUqC8D15TdiB4XMS5GxLkYEediRJyLEXEuRsS5GBHnYkScixFxLkbEuRgR52IUHuforA4htIXt52z/xvbd+fVDti8f6c+R9FlJd0n6I7BpXna1pMn5+QRJM/PzgyVdKOm3ku6VdKSkT0q6UdJUSatXbf9dSddKukPSqyT9RtLdkr6S1/mypKOq2nGCpI/n55OAtYAR/33LEDEuRsS5GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyXiM7qEELXyifOfYFtgXcBr2pisy2B/YHtgROA52xvC/wNeH/VevNt7wKcAlwEHJG3PVjSS4EzgINyO5bL7fh5fv5temQUecS4GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyLEXFe2uiiPzCEEEbQa4ELbD8HIOniJra5yvZcYK6kp4Df5uW3AltVrXdx1fLbbT+UP+Me4GW2b5L0uKRtSXcab7T9uKQjgUtt3y9p2L9gB4gYFyPiXIyIczEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOVaKzOoTQ7Vxj2QKWzBxZccB786qeL6p6vYilz4nzaqwzcL3TgYOBtYEz87JXA6+V9FHgJcAYSc/YPrqZX6ZDRYyLEXEuRsS5GBHnYkScixFxLkbEuRgR52JEnIsRcS5GxLkYEecs0oCEELrZtcA7Ja0kaWXg7Xn5TGBSfr53Gz//AmA30hSdywBsH2B7ou0NgU8B53T5H82IcTEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOxYg4FyPiXCVGVocQupbtGyT9ErgJmAX8Ob/1LeA8SQcCf2rj58+XdBUwx/bCdn1OmSLGxYg4FyPiXIyIczEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIjz0mTXGmUeQghhMEoFB24A3mP77rLb04sixsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOxYg4FyPiXIxOi3OkAQkhhCGQtDkwA7iyE07mvShiXIyIczEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOxejEOMfI6hBCCCGEEEIIIYQQQgili5HVIYQQQgghhBBCCCGEEEoXndUhhBBCCCGEEEIIIYQQShed1SGEEEIIIYQQQgghhBBKF53VIYQQQgghhBBCCCGEEEoXndUhhBBCCCGEEEIIIYQQShed1SGEEEIIIYQQQgghhBBKF53VIYQQQgghhBBCCCGEEEoXndUhhBBCCCGEEEIIIYQQShed1SGEEEIIIYQQQgghhBBKF53VIYQQQgghhBBCCCGEEEoXndUhhBBCCCGEEEIIIYQQShed1SGEEEIIIYQQQgghhBBKF53VIYQQQhtJ2qiZZSGEEEIIIYQQQr+T7bLbEEIIoY0krQF8CNgQGF1ZbvsDZbWpn0i6wfZ2A5ZNtz2prDaFEEIIIYQQQgidaPTgq4QQQuhyFwF/Bv4ILCy5LX1D0mbAFsCqkt5V9dYqwIrltCqEEEIIIYQQQuhc0VkdQgi9b6ztz5TdiD60KfA2YDz8f/bOPFyuqkrf75eEQBKGEBNmQ4IdQURAEgUEEURtQAUHVAZpBxRRUNTWRvSnIojiLGo3iMwoRgRRRBSQFmiBAAmESUAQEo0gkwECQUKS7/fH3pWc3FTVrbrDqWm9z3OeqrPP2fus+u6+u06ts/davLlQvog00z0IgiAIgiAIgiAIggIRBiQIgqDLkfRl4Drbl7ball5E0s62r2+1HUEQBEEwVEjaHJhm+/eSxgCjbC9qtV3tiqQNga8Am9jeW9LWwM62T2+xaUEQBEHQdoSzOgiCoEuRtAgwIGAc8BzwfN637XVbaF7PEDHDgyAIgm5C0geBw4AJtl8kaRpwiu09W2xa2yLpt8CZwOdsbydpFHCL7Ze12LQgCIIgaDtGtNqAWkg6Q9Ijku5otS3dTOhcDqFzOYTOq2J7Hdvr5tcRtscU9sNRXR6/AtYjxQz/TWELgiAIgk7kCGAX4CkA2/cCG7TUovZnou3zgeUAtpcSeUSCIAiCoCpt66wGzgL2arURPcBZhM5lcBahcxmcRei8GpKubKSsRt2Rkm6RdEnenyrpBkn3SvqZpNFDbW8XMtb20bbPt31hZWu1UUFQJpK2lDS3sD0l6eOttqudkfRCSX+QdJekOyUdlcu/IeluSbdJukjS+Fw+RdKzBY1Pae0nCLqY52wvqezkWcKxXLc+z0h6AVknSTsBT7bWpN6izpg6QdIV+d72Cknr5/JPF8bTOyQtkzQhH5sn6fZ8bHbhGrXakqTvSbovj907tEKDIAiCTqFtndW2rwH+2Wo7up3QuRxC53IInVdF0lr5h9FESevnG+gJkqYAmzTYzFHAXYX9rwHfsT0NWAgcOpQ2dymXSNqn1UYEQSuxfY/t7W1vD0wHFgMXtdisdmcp8J+2XwLsBByR49xeAWxje1vgz8AxhTp/qehs+/DyTQ56hKslfRYYI+n1wM+BX7fYpnbnk8DFwIskXQucA3y0tSb1HLXG1M8AV+Z72yvzPra/UfjeOga42nbxd8Ye+fiMQlnVtoC9gWl5Oww4edg+ZRAEQRcwqv9T2hdJh5EGe8aNGzd9q6226rfOnDlzHrM9abht6yZC53IIncuhx3T+EPBxkmP65kL5U8B/91dZ0mbAG4ETgE9KEvBa4KB8ytnAsfRzwz1x4kRP3nxzRkh1r9fBOvfHUcBnJQ1rzPCJEyd6ypQpdc9ZbnPLzTd3q86lEP15SNiT5FSdX+uE0BlsPwQ8lN8vknQXsKntywunzQL2H+g1Ytwoh0Z0ho7qz58hPay+nXSvcSlwWkstor37s+2bJb0G2JJ0H3CP7efr1ZG0JfCzQtEWwBeA8aRcGI/m8s9WkmhLOob0t1kGfMz2Zbl8L+AkYCRwmu0Tc/lUYCYwgXSveEhx1nw1OrU/1xpTgf2A3fNpZwNXAUf3qX4g8NMGLlOrrf2Ac5wShs2SNF7SxtmmqjSi85w5cx63PbEBu4IaNKhzW/XlTiT6czl0lc6223YjJaO6o5Fzp0+f7kYAZrf6c7XbFjqHzt20hc5VNfnoAOtdQJoBuTtwCTARuK9w/IWNaD11q5f5EzNv8Y+vn+fly5d3rc6t3ur15+XLl/vH18/zJ2be4hHjxs9rta2dvEV/ThvJ4bEJMLmyNVH3DODI0LkpvacAfwXW7VP+a+DdhXOeAW4BrgZe3V+7MW6Us22wxUv67cu2O6Y/k5I2jyzsjySFvOqv3vh8b3E3adXWziQn6RXAvfl1/XyugO8B9wG3ATv0134792dSnO/xhf31gY80UX8k8A9gc9JEgU9VOWdr4FZgTWAq8Jdcb2R+vwUwOp+zda5zPnBAfn8K8OH+bOmG/lwcU4En+hxb2Gd/LGnl5oRC2QMk5/4c4LBCedW28n30roXyK4EZ9WxspD+PGr/RY63WstO3RvpzO/flodiAtYAb89hwJ/ClXH5W7utz87Z9Lh+W8Tn68+C3btK5bcOABEEQBEPGaZI+KekXki6U9HFJa9WrIOlNwCO25xSLq5xaNUalpMMkzZY0+7HHHmOT8WOYM38hi5f0Zi6hHIbllZJ2q2xlXn/xkmXMmb+QTcaPYcQaa61d5rW7jWeWLI3+LH0UeJjkWKokDL2kwbqjgX1JYQP6HotxowqS1gYuBD5u+6lC+edIy9p/koseIj00eDkp5MB5klZbwVHU+dFHH+17eAUxbgwdo0eO6La+fCUwprA/hpREuD9OAn5neytgO5LDupSwCW3Qnz9o+4nKju2FpNnRjdLvihTS7N2Ztp+z/QDJkfTKvN1n+36nWdMzgf0KK+YuyPXPBt7SnyGd3p9rjal1eDNwrVcNAbKL7R1I/fSIBu7rGrqHbnZ89rKldWfBB/3T6f15iHgOeK3t7YDtgb1yXH2AT3tleLG5uWxYxufoz8NLp+kczuogCILu52zgpcD3gR+QZt6c20+dXYB9Jc0j/ah5LfBdYHxOpASwGfBgtcq2T7U9w/aMiRMn8uATzzJ98/UZO3rk4D9NhyHpA8A1wGXAl/LrsWXaMHb0SKZvvj4PPvEsy5//19NlXrvbGDd6VE/358xRwJa2X2r7ZXnbtsG6ewM3236474FuGzckvSO/Th1EG2uQnCo/sf2LQvl7gDcBB9s2QHZQPZ7fzyHNpHxx3zaLOk+aVHtVc6eMG0Oh83CzZNnyju7LVVjL9oo+kd+PrVchPzjZDTg911mSnbf7ke5TYFVn6YqwCbZnke4/Nh6owW3Qn0dk5zCQEliTZjk3ygGsGobiyJyo74xKEj9SSIu/Fc5ZkMtqlb+ANBN4aZ/yunRyf64xpj5c6Vv59ZE+1fpqj+0H8+sjpPwLr+ynrQWkFYkVqt5DNzs+a+SoSHQ+SDq5Pw8VeZytjItr5K1e0txhGZ+jPw8vnaZz2zqrJf0UuB7YUtICSZHEaxgIncshdC6H0LkmW9o+1PYf8nYYVRwYRWwfY3sz21NIN+n/a/tg4A+sjI/6HuBX/V18wrjRHP+WbThox8mon/izXcpRwCuA+bb3AF7OyjiTdckxDS+QdLdS9vqdB2KAJA7acTLHv2Ublj/zxGMDaaObkTRP0u2S5kqaXe/c6M9Acno8OcC6DcX97BKdK4kPLxxI5ezYOh24y/a3C+V7kWKg7mt7caF8UnaAIWkL0oyn+wdoeyeNG4PSuQw2HT+m0/tyX56RtENlR9J04Nl+6mxB+u7eBOnAAAAgAElEQVQ7U9Itkk6TNA7Y0Dlub37dIJ9fy8G6Co3ORG2D/nw5cL6kPSW9ljQO/q6RilVWpJwMvIg0A/Ih4FuVU6tU9wDKq9mwQuc1n3+mI/tzrTGVlPjyPfn9Kve2ktYDXtOnbJykdSrvgTcAd/TT1sXAfyixE/Ck68SrbuCzcNCOk1n65CN/HWgbQaILx+cBIWmkpLmkByxX2L4hHzohPxj7jqQ1c1lD43MT147+XAKdpnPbJli0fWCrbegFQudyCJ3LIXSuyS2SdspPvpG0I3DtANs6Gpgp6cukuKinN1Jp3Jpt+3VTBv+y/S9JSFrT9t1KSZMaobJkev/8Y7XuzLV6SOr1v0N/7GG7IQdGr+oo6ZP57f3AVZJ+Q1o6CkCfH//V6o8FXk9KyNYvXaDz45L+AEyVdHHfg7b37af+LsAhwO35ByTAZ0lxItcErsg/rmfZPpw0a/U4SUtJydUO77NsvWk6ZNwYrM7Dzog0/rfajKHkKODnkiozQzcG3tVPnVHADqQ8GjdIOomVIT+q0ZAj1fapwKkAM2bMqDcTsNX9+dOkse/DpM92OY0npVxlRUpxZYqkH7EyDFO92bvVyh8jr5jLs6vrrpijoHOH9udaY+qJpAcJh5LiWL+jUOetwOW2nymUbQhclDUYBZxnu/LgoVZblwL7kEKzLAbeN9gPIwm8fPlg22k3JJ1BWjn0iO1tqhw/mJUJMJ8mxVm/NR+bBywifQcutT2jv+t14fg8IGwvA7aXNJ7Uv7chPQz+B2kVyKkk3Y+jibA2pDAhTJ48ue71u7U/txudpHPb330GQRAEg2ZH0myOylPUycBdkm4nrfyqu3zf9lWkbObYvp+VSx2DxliQb/x+SXIuLaTGj8EiWrlk+r2QlkwDHRFjLOha1smvf83baJpYxp5nAb9gGOxqV95Ics6dy8qZjw1j+49U/0F4aY3zL6SNZxcPI4PSOWiOPHv/1cBWwJakPnq37ef7qboAWFCYrXcByVn9sKSNbT80kLAJnYCkEcBt2fF2ygCaWGVFSkWvvPtWVp3Ve56kb5MS4E4jJU0TME0pVM7fSSvmDrLt/KBnf1LIt4ZWzHUqdcZUSDHBq9U5i5Rkrlh2PynmerXzH6/WVg7XdETj1vY0Z5HCFp5T4/gDwGtsL5S0N8mJumPheMOTD4LVsf2EpKuAvWx/Mxc/J+lM4FN5v+GwNjT4MDEI+hLO6iAIgu5nr1Yb0MvYfmt+e2z+UbgejS39LS6Z3o6Ucf6o4uyeZmYsBHUxcLkkAz/MN9crCJ0Ttr/Uahs6ifyAaZakV9l+ND+Asu1Frbatmwidy8X2Mkn72f4OK52kjdT7h6S/SdrS9j0kh96f8vYe0ozUvmETjpQ0k+SIGlTYhFZie7mkWyVNtt3U8usaK1K+Lml70nfXvMox23dKOp+k6VLgiDxbEklHknJmjATOsH1nbmtAK+aCYLiwfY2kKXWOX1fYnUVylAaDQNIk4PnsqB4DvA74WuFBokj5BIoPxrpifB4IknaxfW1/ZcHgCGd1EARBl2N7vqRdgWm2z5Q0EVjHKVN8MExImlCl+Pb8ujbQ3/L8WkumP185IWYsDBm72H5Q0gak2e93276mcjB0XhVJVwDvcEqOhlJyr5m2/721lrUtm0v6X9LMdEl6Ani/UxLEYOgYkM7VlpxLOp6UQGo5aabve/MYIVJ4pn1IS/nfa/vmYftE7cu1kn4A/AxY8QC1AS0+Cvwkh7W6nxQKYQQlhU1oMRsDd0q6kVU1qxumptqKFNuH1Dn/BOCEKuWXUmVVRqyYCzqcQ4HfFvbrTj4IarIxcHZeOTMCON/2JZL+NzuyBcwFDs/nd9v43CzfJ/1G669sNSR9AvgAqa/eTtJuY9LqlgnAzcAhtpfkGOHnANOBx4F32Z43RJ+h7QlndRAEQZcj6YvADNJy3TNJy/Z/TIrdFwwfc6ifwGiLfurXWjId1EDSi0mJpza0vY2kbUlJ6L5cr57tB/PrI5IuIv1wv6ZenR5nUsVRDZCX4m5Qr0KPcwbwEdv/B5AfHp4J1A3BFDTNQHU+i9WXnH/D9udzOx8DvkD6kb43KbTCNNJsspNZdfl5r/Cq/HpcoczAa+tVsj2XdD/Sl14ImxArU4JgCJG0B8lZvWuhuO7kg0LdWDFXwPZtpATwfcurjuldOD43hFKi+1cBkwp5XADWJa1a6a/+psDHgK1tP5tXwhxAcvx/x/ZMSaeQ+vXJ+XWh7X+TdADwNfrPD9E1jGi1AUEQBMGw81ZSFvlnYIVjbp26NYJBY3uq7S3ya9+tP0c1tv8B/E0rkzFWlkwHtfkRKRnM87Di5vuAehUkjZO0TuU98AaaWNreoyyTtOLXnaTNqZJYJ1jBoooDFVbETY0QFUPPgHTOjox/9il7qrA7jpX9ez/gHCdmkZLTbTxoyzsM23tU2eo6qnsd21cDd5Puv9YB7splQRA0SZ6McBqwX44TDqw6+QCoTD5YDdun2p5he8akSZPKMLk08uzoYHgYTVodO4qVY/k6wFOk2P+NMAoYI2kUMBZ4iPSg94J8/GxSyBVI9xxn5/cXAHuqh7KBxszqIAiC7mdJTqJjWOGQC0pC0i7AXNvPSHo3aYnYdxuMW1ltyXRQm7G2b+xzH7e0nzobkrKeQ7ovOs92IzHFe5nPAX+UVHG07EaeoRRU5UZJPyQlSDNpVsxVknaAhkInBI0xpDpLOgH4D+BJYI9cvCnwt8JpC3JZz8TqBJC0HvBF0v8+wNXAcbafbJ1V7Y2kdwLfICWsFvB9SZ+2fUHdikEQrEJ+WP4LUqiEPxfKxwEjbC8qTD44rkYz3cx9ki4AzrQdk1yGkPyA8WpJZ9meDysS6K7d5yF3rfp/l/RNUsirZ4HLSStxn7Bd+b1Sua+Awj2H7aWSniSFheqJBKLhrA6CIOh+zs8/4MdL+iDwftIM1KAcTga2y0kS/4uUvOhc4DX9VayzZDqozmOSXkSeBSlpf/pxIuV4nduVYFvXYPt32QG4E8np8gnbPXHjPEC2z69f7FP+KhoInRA0zJDqbPtzwOckHQMcmdutFdZpNbp8mfkZpBUo78z7h5BCrrytZRa1P58DXpFnfFYSmv2elbPpgiAAJP0U2B2YKGkBaexdA8D2KaSwTC8A/idPNFhqewYx+aDCtqRVhadlR+oZpLwi/TpTg4b5qqTDgWUkZ/N6kr5t+xv1KuUcL/sBU4EngJ+Twov1pXJf0dA9R7feb4SzOgiCoMux/U1JryctUdoS+ILtK1psVi+xNM9s3w84yfbpkt7TaqO6lCNIiRC3kvR34AHg3a01qWtZkxQ6YRSwtaRKOIWgD7b36P+sYLAMo87nAb8hOUwWAC8sHNsMeLCGPd2cmPVFtt9e2P+SpLkts6YzGFFxVGceJ0JyBsFq2D6wn+MfICWo61sekw8A24tIk5J+JGk30mqj7+TZ1sfbvq+lBnYHW9t+StLBpGSTR5Oc1nWd1cDrgAdsPwog6RekB+rjJY3Ks6uL9xWVe44FOWzIevQJWwbde78RzuogCIIeIDunw0HdGhblmXnvBnbLseTWaLFNXUn+ofK64lLQVtvUjUiqJHi5E1iei00kpayJpDcCLwXWqpTZ7sXlycPKUOksaZrte/PuvqRYwwAXA0dKmklKrPik7Z4KAZJ5VtKuOS54JdzVsy22qd35naTLSI4jSGPopS20JwiCLiT/zngjKXTgFOBbwE+AV5PGnBe3zLjuYQ1Ja5BiS//A9vOVcJv98FdgJ0ljSd+ZewKzgT+QYl7PBN4D/Cqff3Hevz4f/9+c3LInCGd1EARBlyJpEXWSntlet0Rzepl3AQcBh9r+R46119+T96AJJL3b9o/7ZOamErva9rdbYlj38hZgS9vPNVpB0nhSMqRtSOPS+21fP0z2tRU5s/tYUtzj00g/OG5soN4LgXOAjUgPBU61fZKkCcDPSD9C5wHvtL0wJ905iZRVfjHw3l6Khz0InastOd8nJ7ddDswHDs+nX0rS9z6Sxr2aR+Bw4JwcuxpgIekHddAHSWvafs72pyW9DdiVtLT7VNsXtdi8nmIAY+ruJKfRA7mJX1QefknaizTejgROs31iLp9KcjhNAG4mxVVeImnNfO3ppFn177I9b7g/c9CT3Etyfn7D9nWF8gvyTOtg8PyQNFbcClyTE403ErP6hjzD/WZSTp1bSDOifwPMlPTlXHZ6rnI6cK6k+0gzqusmje82wlkdBEHQpdheB0DSccA/SHGSBRxMylzcKrtYvGQZY0ePXOFM7GZs/wP4dmH/r6QfLABIut72zsNw3V7SuZI0tPR+3WM6V7iftDqgYWc16Uf972zvnxOGjm3mgh2u86tsbyvpNttfkvQtUnKo/lgK/KftmyWtA8yRdAXwXuBK2ydK+gzwGdIS1L2BaXnbkRQvf8dmDO1FnWssOT+9Shl5RtMRg7SzY3WWdJTtk0jJpLaTtC5Au8ZCbROdrwd2kHSu7UNo7H+/o2gTnRuh2TEV4P9sv6nYSJ65+t/A60nL9G+SdHFOZvc14Du2Z+YHaIeSxuJDgYW2/03SAfm8dzVjfAfp3NF0gc7b2n662gHbHyvbmFp0ss62vwd8r1A0X1JDochsf5HVc2vcD7yyyrn/At4xUDtzGx2rczirgyAIup9/t110WJws6Qbg62UbYpvzbvgrc+YvZPrm63PQjpM77otzGFir/1Oao9d0tv3D/Pqlkq/bUzoXWAzMlXQlBYd1rR9B2aG1G8khgO0lwJJGL9YFOlfCIyyWtAlpVt3U/irl8BIP5feLJN1Fygy/H2kmMMDZwFUkx8p+wDnZoTpL0nhJGzcapqJXdS6bDtf5faQHT98HdmhXJzW0lc6jc56KV+WZ1atgu6Od163SOa8kORjYwvZxedXaRrZrrqYYwJhai1cC9+XQY+SwQPvl9l5LWk1XaetYkrN6v/weUlLNH0hSo0v626g/N0T++2xm+2+ttqUZOk3nGnylis1PArNt/6rK+aXT6TrnlRJvJ63GKPpU2yq8W6frHEkdgiAIup9lkg6WNFLSiJwMYlkrDFm8ZBlz5i9kk/FjmDN/IYuXtMSMdmPIY4/1ms6SvldvG67r9prOBS4GjgeuIyWUqWy12AJ4FDhT0i2STstxxVdB0mGSZkua/eijj64o7wKdL8lhUL5BWvo5j7RMvGEkTQFeDtwAbFhxQOfXDfJpmwJFx8CCXNa3rdC5hXS4zndJmgdsKem2wna7pNtabVyRNtL5cGAnYDzw5j7bm+rUA0DSvKzvXEmzc9kESVdIuje/rp/Llb/37st/lx0K7bwnn3+vCkmeJU3P7d+X6zblyWihzv8D7AxUVkYsIs12bogGx1SAnSXdKum3kl6ay2qNtS8AnshJ0orlq9TJx5/M5/e1qyvG5+yE/2Wr7WiWTtO5BmsB25PCgdwLbEsKS3OopO+20rAKXaDzr0gPoJYCzxS2tqLTdY6Z1UEQBN3PQaSZUCeRHKPXsnLWR6mMHT2S6Zuvv+IJ79jRI1thRtfTgzpXHKW7AFuTYk9CWjpXz4k6KHpQZwBsn91klVHADsBHc7y+k0jLrD/fp92q2cw7XWfbx+e3F0q6BFjL9pON1pe0NnAh8PGcfb7mqdUuX8We0LmFdLLOtg+UtBFwGSnxZNPkEAqzgb/bfpOGKcZvu+ick1D+UdJs21XDywBIen1Ohl2NPWw/Vtj/DE2EAlKKyfxFYAZpTJiTw1YszOccBswixWTfC/hto5+vhTrvaHsHSbcA5BjToxup2MSYejOwue2nJe1Dcr5Oo/ZYW28M7sXxeZakV9i+qdWGNEqH6tyXfwNeW3loIulk4HJS2JrbW2lYhS7QeTPbe7XaiP7odJ3DWR0EQdDl5B93+9U6LukY218twxZJHLTjZN7y8k07MnbWMDHkIvSazhXnqaT3kn7UP5/3TyHdoA8LvaZzBUkPUP1H9hY1qiwAFti+Ie9fQHKuNHq9jtdZ0qsoLBeVhO1z6lZK561Bcqr8pBAu4OFKeA9JGwOP5PIFwAsL1TcDHmzCxp7VuUw6Xeech2G7eudIutD222scPgq4C6gkeR6WGL/tpnM9R3Xma0AtZ3VfmgoFlM+9wvY/AZTiNO8l6SpgXedkt5LOISXQbdhZ3UKdn88PPpztmERKmliXZsbUYpgb25dK+h9JE6k91j4GjJc0KjsKi2Nwpc4CSaOA9UgJ0xqi3fpzg+wBfEjSfNKsU5EmXW/bWrNq06E692VTUi6XysPaccAmtpdJqpprRNJawDXAmqTvzwtsf3G4HiZ2gc7XSXqZ7bZw/tei03WOMCBBEATBoBI3NIskxq05quO+MAeDpM0lvS6/H6OU2KfCIcN0zZ7TGdiEVZMsrp3Lho0e1XkG8Iq8vZqUZObHtU7Ozq2/SdoyF+0J/KmZC3ayzpLOBb4J7MpK3WY0UE+kRH932f524dDFQGUZ/3tIy1Er5f+RQwHsBDzZaLzqwjV7UeczJD0i6Y5C2Tck3Z1DKVykFF6kcuyYHDLhHkn/PkBbO1bnBqn64ErSZsAbgdPyvkgxfi/Ip5xNcpZCcrxWVnFcAOypJgXrMJ1rGWngcklzJB2Wy5oNBVSvfEGV8uYMb43O3wMuAjaQdALwR+Ar9So0O6ZK2qjS5yS9kuQ7eRy4CZgmaWqezX0AcHF+SPAHYP++bfW5xv7A/zYar7pgfyf1Z0gz/V9E+h+vhL15c0staoAO1LkvXyflFTlT0lnALcA3lcKv/b5GnedIs7G3I4UQ2SvfR1QeJk4DFpIeIkLhYSLwnXxeU3S4zruSVqjcoyZCYUnaUimkU2V7StLHNYDQTo3SyTrHzOogCIKg8769OghJHyQtsZ1AumnfDDiF5LDD9h21awdNciJwi6Q/5P3XsDKhUTBE2H68T9F3Jf0R+EKdah8FfpJ/2N9PStTWK8wAtm7WMUEKa3MIcLukubnss6R+fr6kQ4G/svKB46XAPsB9pCSYvaQxDFzns4AfkGaJVbgCOMb2UklfA44Bjpa0Nckx9VLSg7DfS3qx7c4KBDn81PobfBf4L1Y+VGw4xq+kSozfYjiMbqKWZrvYflDSBsAVku6u00az4SkaCk0BKZYy6V6GyZMn1zGhHGz/RNIc0r2UgLfYvqufas2OqfsDH5a0lJTA9YA8viyVdCQpHM5I4Azbd+Y6RwMzJX2Z5CSszKg/HThX0n2kGdUHDOLjdwS257fahl7E9umSLiUlAhXwWduVGf6frlHHwNN5d428mWFKGNoF7D2QSrbvIT0MqITE+jvpoVtToZ0GbX2HEM7qIAiCoFduLFrFEaQbxhsAbN+bf3QGQ4ztMyX9lpU3cp/Js3oBkPTSwg/KYID0mdkxguQkXKfG6QDYnksDs1y7lDuAjYCmZjnnWLe1HibuWeV8k8abXmWgOl+jlGytWFYMHzSLlTMl9wNm2n4OeCA7nl4JXD9Am3sGSW8CHrE9R9LuleIqpzYV47fdnKhDTcXJZPsRSReR+luzoYAWsDJsSKX8qly+WZXzq9lRNZZyK7F9N1DPed/3/GbH1B+QHmRVa+tS0gPCvuX3k/5Gfcv/RckrGYPeQtJWtu8u3KNVVlNsJGkj2zf3U38kKc/Lv5GSlf6FeJhYFdvzJe0KTMu/PSaRVnM2w57AX3JbTYV2anbVXKcSzuogCIIgZlYPL8/l+G4AKMUqbIsfet1Idk7/qsbhc0mJ/oLB8a3C+6XAPOCdrTGlI5gI/EnSjaSltgDYHlCCuqAmw6Xz+1mZtHVTkvO6woDCJvQA1e4rdgH2VUpUtxYpZvV3GWSM33Z0og6QeX0L8rL9EbYX5fdvAI5jZUiJE1k91MSRkmaSHto+mR3alwFfqSwtz+0cY/ufkhbl5f43AP8BfH/YPmEQBMPJJ0kP7or3aMUx8bX1KucVQtvnsFcXAS+pdlp+7emHiZIqCWu3BM4kzUT/Mel7rlEOAH6a368S2qkwqalWCKdwVgdBEASdj6RdbF9bp+znLTCrl7ha0meBMZJeD3wE+HUjFfMsh9nA322/aRht7BWqPpgJnZvD9h6ttqHDOLbVBvQIxw51g5I+R3og85NKUZXTOiJswlCTQ/psRfr899heUjh8dN/zbR9DCqdCnln9KdsHS/o5aeb6TKrH+L2eAcb4bTfUJwEosCIBqO23VamyIXBRftg9CjjP9u8k3UQToYCyU/p4UqxlgOMqyRaBD5NC4YwhJVZsOLliEATtg+1KTPuTgd/ZfkrS50mTNI5vop0nlJKv7kQ8TKzFW4GXk5JOkkM11V1hWCR/f+5L/k6sd2qVsp55KBDO6iAIgu7n+6w+m3RFme26CWmCQfMZUiKS24EPkX5MntZg3aOAu0gz0ILBU+tGOXRuAkkvAL5ISjBjUmKr46rEsg4A21fXOy7pets7l2VPtzLUOkt6Dykh2J4FJ2mtMAvV7OnWH+lIeiMp98JfSD+mp0r6kO3fwmphVPqjJ2L8KiUAfREwF6jEODerxkpfhRxSYrsq5Y/TZCgg22cAZ1Qpnw1s0/8nCIKgQ/h/ts/PYSpeT5ppXTfWcQ5j8Xx2VI8BXkdKmlhJGNr1DxObZIltSzKsWAXTDHsDN9t+OO83G9ppFbr1fiOc1UEQBF2KpJ2BVwGTJH2ycGhdUkKYoARsLwd+lLeGkbQZ8EbgBNLSvqAOSlPPNrP9t35PXrVe6Nw8M4FrgLfn/YNJYRJe1zKLOpu1Wm1Aj9CwzpL2IjlRX2N7ceHQxcB5kr5NSrA4DbhxSK3sDL4F7GH7PgBJLwJ+Q4Ozcm1fRYrJ2UsxfgeaADQIgqAZKg/D3gicYvtXko7tp87GwNl5peEI4Hzbl0j6Ez3wMHEAnC/ph6SZ5x8khQtr5nfegawMAQJNhnYarPGdQjirgyAIupfRpGQPo1g1+dlTrEwWFQwTkm6nTmxq29v208R3gf+in8R1QSLPcPglML3OaUuqlIXOzTPBdnFJ6ZclvaVl1nQ+4bwqh1rhOn5KSmw0UdIC0qqBY4A1gStyCIZZtg+3faek84E/kcKDHJHjfPYaj1Qc1Zn7WTkTLKjOgBKABkEQNMnfsyP1dcDXJK1JckDXxPZtpLAWfct75WFis0wCLiD9pt4S+AINTtiQNJY04/1DheITaSK0U68QzuogCIIuJS+JvlrSWbbnt9qeHmTAsY8lvYnkDJiTY3vWOq8rY5QNglmSXmH7pmoHbe9U3A+dB8wfJB0AnJ/39yfNqgyCjsP2gVWKT69SVjn/BNJKjJ5DUiWu8p2SLiWNASb9sK467vY6kn5N0mgdItFqEPSLpDNI99CP2F4tRE1eSXcSyYm3GHiv7ZvzsfcA/y+f+mXbZ5djdVvxTmAv4Js5rMfGwKdbbFO38XrbRwNXVAokfYsq+Rr6kldrvaBPWdOhnXqBcFYHQRB0P2tKOpXVk/rUzQodDI5BPiDYBdhX0j6kpevrSvqx7Xf3uUZXxigbBHsAH5I0H3iGFEvVdWaxh84D40OkkCnn5v2RwDM53JBtR+zvApK2tv2nPmW751AIUCPxZ9Acko4EfmJ7Ya1TyrSnS3lz4f3DwGvy+0eB9cs3pyP4ZqsNCIIO4yzgB9SO5743KQTTNFJohJOBHSVNIK2MmUF6QDRH0sV1vhO6kuwM/UVh/yFiRceQIOnDwEeALSTdVji0DnBta6zqXsJZHQRB0P38nJQI6TRWxjGri6QXkm4SNwKWA6faPinfCP6M5PieB7yz124Cm0XSIlZffv4kMBv4z7zEbhVsH0POEJ1n/H6qrwM1qMrezZwcOg8M23VDpkh6qe07q5TPAxaRxqGltmcMj4Vtx/k5udrXSQ9Fvk76MV1J9ndItUrVZpdJ+hlpySnAeOAJ29tLmkJKEnpPPjbL9uFD/1Hamo2AmyTdTEokd1mf+MBVdQ4ax/b7ACStlZeBB/1QSfwpae9KAsoKkg4H6iYGDYaOZu9tJR3MypmSTwMftn1rbmseVb7P6rRVczZwsCq2r8nfabXYDzgnj++zJI3Ps4d3B66w/U8ASVeQZhj/tGZLQdAc55FyM3wV+EyhfFGl3wVDR93YNUEQBEFXsNT2ybZvtD2nsvVXh+RIfQmwE3CEpK1JX8xX2p4GXMmqX9RBdb5NWn63KSmL86dISThmkhwqwRBhe361rdV29SDn1jm2h+3te8hRDWnm1wuB60ihEh4kzeoHwPYdNeqdRfqhvQLb78r6bQ9cSGH2FPCXyrEedFRj+/+RZtqdDrwXuFfSV3Lyv3o6B81zh6RrJZ0oaR9J67XaoA7g85JWrGiTdDTJ6RaUR7P3tg+QkqxuCxxPXmFVoNr3Wa22irOBDyPNBg4GxqZAMZn2glxWq3w1JB0mabak2Y8++uiwGRp0F7aftD3P9oF9fmuEo3oYaGtntaS9JN0j6T5J4RAZJkLncgidyyF0rsqvJX1E0saSJlS2ehVsP1SZ8WF7EWnG3qakH1aV+G9nA4NOqmabZ55bOthm2pm9bP/Q9iLbT+WQEvvY/hkNLJu2fZXthuJfP/PcUladSBg0SjM699NOt/fnRhj2cAsdpvPzwLPAGNLM6gdsL++vku1rgKo/gPIsvXcyBDPGumncyDPt/pG3paQx9gJJX2+pYf3QYf0Z2/8GHAjcTpr9f6ukua21Cpbb7dyX9wW+IunVkk4gJS3rynjV7dqfm723tX1dYfXgLNKEg/6odZ+8Yjaw7VlAZTZwTdq8P7eSavcYrlO+eqF9qu0ZtmdMmjSp7sVsg0a0td+sE4j+XA7dpHPb/tNJGgn8N+kp5NbAgfnJZzCEhM7lEDqXQ+hck/eQZvZeB8zJ2+xGK+eleC8HbgA2zLHPKjHQNhiMYbY574a/8vlf3sGIceMnDqatNma5pHdKGpG3dxaODdndxD+fWcLnf3kH593w1665Sek0eqQ/N0KtDmjgclxj+6EAACAASURBVElzctLKgTXeeTrfRHJWvwLYlfTddMEg23w18LDtewtlUyXdIulqSa9upJFuGjckfUzSHFKYlWuBl9n+MDAdeHtLjatDB/ZnJG1GWh3watL9wZ2k0Act5e9PPNu2fdn2YyTn9H8DmwD7236+tVYNPZ3Snwdwb3soafl/hVrfZ7XaanjWb4V27s8tZgFptVKFzUgrlmqVD5hKfx613gaRXXuQRH8uh27SuW2d1aSnzffZvt/2EtJy6VgqNfSEzuUQOpdD6FwF21OrbFs0UlfS2qSl5h+3/VSj12x0ed3iJcuYM38hm4wfw4g11lq70fY7jINJsVIfISWkOgR4t6QxwJFDdZFnlixlk/FjmDN/IYuXNBSaPBhieqE/K/HC/s+syi62dyA9UDxC0m592u7WceNQ21+w/bztf9jeD/jVINs8kFVnVT8ETLb9clLyy/MkVU10WdT5scce66ZxYyLwNtv/bvvnFUdgnsU+6FUTw0UH9meAvwIfB35re2fbb7T91VYbNXrkiLbry5IWSXoq56+4D3gx8A7gKUkN31d1Cp3Qn5u9t5W0B8lZfXShuO73WbVmqpSt5k0qjs9Lnn6y7fpzm3Ax8B/5fmQn4Mn8YOAy4A2S1pe0PvCGXDZgKv3Zy5YuGbzZvU07js/dSDfprHb1uEvan7R0+gN5/xBgR9tHFs45jBTzCWAboJFYdFu6n8RAvUToXA6hczmEzrWRtA1ptvlalTLbtbJsV+qsAVxCSlL17Vx2D7C77Yfy8sWrbG/ZTzuPAsW4wROBxyo7I8aNn8jy5ROXL3nWXrqko3VuJRo1etGodV7w3PLn//X08meeeIw+Ohf2N7ddf81jUJP++rNGj5k6cux6Xrro8TW7tT9LmmN7ep3js2zv1E8bxwJP2/5mjeM9rzOsmP13iXOCxVw2Cvg7MN32ghr1riIlDK27iibGjXLotv4saTvSKoHdgMnAvcDVtk9vpV0jRo/9l0av+Y/clyH687DQyf252XtbSdsCFwF72/5zjTaPJX+f1WpL0g/z+5/2vWYtWxvsz+O6rS9L+ikpWeJE0iSPLwJrANg+JYfB+gEpp8Ni4H2V7zpJ7wc+m5s6wfaZDVyv3/6MGbd8yeK1VqscNEyv9uey6SadR7XagDr0+/TRKe7nqQCSZruBZD2SGl763iOEzuUQOpdD6FwFSV8k3fRtDVxKmgXyR1JG9Fp1REpSdVflZj5zMSmsyIn5td/ZgX2/DKvp3ujfohORNAn4ICkz/IrvXdvvH8rr9P1B2FfTbta4TPrrz5JmP//c4m7XeZakV9i+qdrBao5qSeOAEbYX5fdvAI6rdYHQuS6vA+4uOqrzOPNP28skbUFK4nV/fw3FuFEO3dafbd8q6S/AX0ihQN5Ncly31Fnd15nUDv1Z0g71jjvHUO4kOrU/N3tvK2kyKYntIUVHdT/fZ7Xuky8GjpQ0k5R0tzIbuCYN9ucpjSvQGdg+sJ/jBo6ocewMmkxe3kh/ju/BwdOr/blsuknndnZWD3nMoaAqoXM5hM7lEDpXZ39gO+AW2++TtCFwWj91diGFq7hdK5MmfZZ0832+pENJy4DfMUw2dxO/Av4P+D3Q+WuyggD2AD4kaT7wDOlBoW1vW6fOhsBFyVfAKOA8278bdks7mOLsMkkLgC/mmasHsHpixd2A4yQtJY0zhzuy0wfDRH6IvyYpF8b/AbvZnl+/Vs/yrcL74gQK5f3XlmtOT9Psve0XgBcA/5O/u5Zmp0+977NabV0K7EMKBbMYeN9wfcggCIJuoJ2d1TcB0yRNJS11PAA4qLUmdSWhczmEzuUQOlfnWdvLJS1VimH6CFA3ZrXtP1J9pjrAnkNtYJcz1vbR/Z8WBB3D3s1WsH0/6aFZ0CC1ZpfZfm+VsgtJMViDYNiQ9Mn89mfA8vx+A+DtkugzWzUAbO8BoJSn4iOk8CkmOflPbqFpPUez97Y5rOAHqpTX/D6z/XiNtmrOBg6CIAhWp22d1baXSjqSFBR/JHCG7TvrVDm1waYbPa8nCJ3LIXQuh9C5JrMljQd+BMwBngZubKE91fTsdI3rcYmkfWxfWvJ1+2razRq3kp7TuUUzKHtO5xYROpdDp+pcCRuzJfAK0sohAW8GrmmVUXVoJ53PBp4Cvpf3DySFY3tnyywaOtpJ524mdC6H0LkcQudy6Fid2zbBYhAEQTD05GRd69q+rcWm9AySFgHjgOeA51kZMmHdlhoWBEEQBANA0uXA220vyvvrAD+3vVdrLWtfJN1qe7v+yoIgCIIgaOOZ1UEQBMHgqJfUR9IOnZjUpxOxvY6kCaSEZ5FJPAiCIOh0JgNLCvtLSEmEg9rcImkn27MAJO0IXNtim4IgCIKgLQlndRAEQffyrSplxeU0kdSnBCR9ADiKlPBzLrATKSlVxP4OgiAIOpFzgRslXUS6r3grKcxF0AdJt5M0WgP4D0l/zfubA39qpW1BEARB0K6MaLUBQ4GkvSTdI+k+SZ+pcc4Zkh6RdEfZ9nULoXM5hM7l0As6294jJ/Y5Gdgvv/8D8CTwqaG+XjW9imWSDpZ0W96uk7SdpN0lPSlpiaRnJT0kaXau2+/fqEM4ihTbc37+G7wceGygjfXVucp+X50PzRrPzTo/nN/P7iKNh5zQuRxC53IIncuhV3S2fQLwPmAh8ATwPttfLev6Habzm0gxvfcCpgKvAXbP7984DNcbMjpM544ldC6H0LkcQudy6AmdbXf0Rkqi9hdgC2A0cCuwdZXzdgN2AO5otc2duIXOoXM3bb2mM3Bbft2VlABpP+CGYbjOanoVy4BXAevn8r2BG0g/2C4B5gETm/0bdcIG3JRf5wJrVt4Plc5V9vvq/Cfgkry/Qudu0niY/m6hc+jcNVvoHDp30xY6h87dtIXOoXM3baFz6DxUWzfMrH4lcJ/t+20vAWaSHDGrYPsa4J9lG9dFhM7lEDqXQ6/pvCy/vhE4xfavSF9GQ0o1vYpltq+zvTAfmkUKi1GLhv5GHcICSeOBXwJXSPoV8OBAG+urc5X9vjpPqtFUN2k85ITO5RA6l0PoXA6hczmEzuUQOpdD6FwOoXM5hM7l0As6d0PM6k2BvxX2FwA7tsiWbiZ0LofQuRx6Tee/S/oh8Drga5LWpPVhoA4Ffpvf7wysDfxF0gLgJNKXbVf8jWy/Nb89VtIfgPWA35V0+UOBG4GdJd0KbABcI+lZ4Ca6ROM2IHQuh9C5HELncgidyyF0LofQuRxC53IIncshdC6HjtS51c6KoUBVylylLBgcoXM5hM7l0Gs6vxO4DNjL9hPABODTrTJG0h6kL82jgZtJSYamAgcCY4AjgK2rVO34v5Htq21fnJ9cDysFnT8CbG57O+AwUpKnvUnxMzfqa+Jw29VthM7lEDqXQ+hcDqFzOYTO5RA6l0PoXA6hczmEzuXQyTp3g7N6AfDCwv5mDGJ5dVCT0LkcQudy6CmdbS+2/Qvb9+b9h2xf3gpbJG0LnEZK+Pi47adsP237QduXkr6XLiMtVeqZv9FQ00fn+bafBrD9Y9LNyXLg98C0QrXQuElC53IIncshdC6H0LkcQudyCJ3LIXQuh9C5HELncuh0nbvBWX0TME3SVEmjgQOAi1tsUzcSOpdD6FwOoXMLkDQZ+AVwiO0/57KNJI2TtI6kV5KSPOxKChESf6MB0FfnrLGyzruTvvufJc1eXzc0HhihczmEzuUQOpdD6FwOoXM5hM7lEDqXQ+hcDqFzOXSDzh0fs9r2UklHkmbijQTOsH1n3/Mk/RTYHZioFBP1i7ZPL9XYDiZ0LofQuRxC5+Ghml7A4cCLgbHAXfnUn0kCeBg4C/gYaRb18lz2G9uXNvI36kWq6Px3YCtg7bx/P7AxSefHgfWBp0k3JZNJT8tvBM4DbiE0rkroXA6hczmEzuUQOpdD6FwOoXM5hM7lEDqXQ+hcDr2gs+y2CEcSBEEQBEEQBEEQBEEQBEEQ9DDdEAYkCIIgCIIgCIIgCIIgCIIg6HDCWR0EQRAEQRAEQRAEQRAEQRC0nHBWB0EQBEEQBEEQBEEQBEEQBC0nnNVBEARBEARBEARBEARBEARBywlndRAEQRAEQRAEQRAEQRAEQdBywlkdBEEQBEEQBEEQBEEQBEEQtJxwVgdBEPQQkuZJmjgE7UyRdFA/52wvaZ/C/rGSPlXj3Ov6aesqSTMGZm35hM7DT2hcDqFzOYTO5RA6l0PoXA6hczmEzuUQOpdD6FwOofPgCWd1EARBMBCmAHW/OIHtgX36OQcA268arEFdyhRC5+FmCqFxGUwhdC6DKYTOZTCF0LkMphA6l8EUQucymELoXAZTCJ3LYAqhcxlMoUd1Dmd1EARBlyJpnKTfSLpV0h2S3pUPfVTSzZJul7RV4dwzJN0k6RZJ++XykZK+kctvk/Sh3MaJwKslzZX0iSrXHg0cB7wrn1O59tb5ie39kj5WOP/pwvv/yrbdKunEPu2OkHS2pC9X6kk6IZ87S9KGuXySpAuz3TdJ2iWXvybbMzd/znUkbSzpmlx2h6RXh87tpXNoHH05dA6dQ+fQOXQOnUPn0Dl0Dp1D5x7R2XZsscUWW2xduAFvB35U2F8PmAd8NO9/BDgtv/8K8O78fjzwZ2AccBjw/3L5msBsYCqwO3BJP9d/L/CDwv6xwHW5nYnA48Aa+djT+XXvfM7YvD8hv14F7AT8FPhcoU0Db87vv16w9Txg1/x+MnBXfv9rYJf8fm1gFPCflTaBkcA6oXN76RwaR18OnUPn0Dl0Dp1D59A5dA6dQ+fQuTd0HkUQBEHQrdwOfFPS10hfcv8nCeAX+fgc4G35/RuAfbUyvtVapC+cNwDbSto/l68HTAOWDNCm39h+DnhO0iPAhsCCwvHXAWfaXgxg+5+FYz8Ezrd9QqFsCXBJ4fO8vtDO1vnzAqwraR3gWuDbkn4C/ML2Akk3AWdIWgP4pe25TX6m0Hn4dQ6Noy+HzonQuXFC59A5dE6Ezo0TOofOoXMidG6c0HkYdA5ndRAEQZdi+8+SppNiWH1V0uX50HP5dRkrvwcEvN32PcU2lL55Pmr7sj7luw/QrOcK74vXX9E06cltNa4D9pD0Ldv/ymXPOz+e7dPeCGBn28/2aeNESb8haTJL0utsXyNpN+CNwLmSvmH7nEY/UOg8/DqHxtGXq1x/RdOEzsXy3Ru1ow+hc+gcOidC58YJnUPn0DkROjdO6Bw6N6RzxKwOgiDoUiRtAiy2/WPgm8AOdU6/jBRXS7nuywvlH1Z6AoqkF0saBywC1unHhEbO6cvlwPsljc3Xm1A4djpwKfBzSf09bL0cOLKyI2n7/Poi27fb/hppedVWkjYHHrH9o3yNejqtRug8/DqHxtGX6xA6EzpXI3QOnesQOhM6VyN0Dp3rEDoTOlcjdB4encNZHQRB0L28DLhR0lzgc8CX65x7PLAGcJukO/I+wGnAn4Cbc/kPSU9SbwOWKiVZWC3ZQ+YPpGVBxWQPdbH9O+BiYHa2+1N9jn8buJn0NLbed9jHgBlKCSr+BByeyz+ulNDhVuBZ4LekWGBzJd1Cijl2UiO2Fgidh1/n0Dj6clVC59C5DqFz6FyV0Dl0rkPoHDpXJXQOnesQOg+Dzlo5kzsIgiAIgiAIgiAIgiAIgiAIWkPMrA6CIAiCIAiCIAiCIAiCIAhaTiRYDIIgCAaFpH8Hvtan+AHbb22FPd1K6Dz8hMblEDqXQ+hcDqFzOYTO5RA6l0PoXA6hczmEzuXQazpHGJAgCIIgCIIgCIIgCIIgCIKg5UQYkCAIgiAIgiAIgiAIgiAIgqDlhLM6CIIgCIIgCIIgCIIgCIIgaDnhrA6CIAiCIAiCIAiCIAiCIAhaTjirgyAIgiAIgiAIgiAIgiAIgpYTzuogCIIgCIIgCIIgCIIgCIKg5YSzOgiCIAiCIAiCIAiCIAiCIGg54awOgiAIgiAIgiAIgiAIgiAIWk44q4MgCIIgCIIgCIIgCIIgCIKWE87qIAiCIAiCIAiCIAiCIAiCoOWEszoIgiAIgiAIgiAIgiAIgiBoOeGsDoIgCIJhRNLURsqCIAiCIAiCIAiCoNcJZ3UQBEEQDC8XVim7oHQrgiAIgiAIgiAIgqDNGdVqA4IgCIKgG5G0FfBSYD1JbyscWhdYqzVWBUEQBEEQBEEQBEH7Es7qIAiCIBgetgTeBIwH3lwoXwR8sCUWBUEQBMEQIGlzYJrt30saA4yyvajVdgVBEARB0PnIdqttCIIgCIKuRdLOtq9vtR1BEARBMBRI+iBwGDDB9oskTQNOsb1ni01rWyRtCHwF2MT23pK2Bna2fXqLTQuCIAiCtqNtY1ZLOkPSI5LuaLUt3UzoXA6hczmEzuUQOjfNfZI+K+nUrN0Zks5otVFBEARBMECOAHYBngKwfS+wQUstan/OAi4DNsn7fwY+3jJrgiAIgqCNaVtnNekLfa9WG9EDnEXoXAZnETqXwVmEzmVwFqFzM/wKWA/4PfCbwhYEPYOkLSXNLWxPSQpHTR0kvVDSHyTdJelOSUfl8m9IulvSbZIukjQ+l0+R9GxB41Na+wmCLuY520sqO5JGAbFctz4TbZ8PLAewvRRY1lqTeos6Y+oESVdIuje/rp/LP10YT++QtEzShHxsnqTb87HZhWvUakuSvifpvjx279AKDYIgCDqFtnVW274G+Ger7eh2QudyCJ3LIXQuh9C5acbaPtr2+bYvrGytNioIysT2Pba3t709MB1YDFzUYrPanaXAf9p+CbATcEQOHXAFsI3tbUmzM48p1PlLRWfbh5dvctAjXC3ps8AYSa8Hfg78usU2tTvPSHoB2akvaSfgydaa1HPUGlM/A1xpexpwZd7H9jcK31vHAFfbLt7/7pGPzyiUVW0L2BuYlrfDgJOH7VMGQRB0AR2dYFHSYaTBnnHjxk3faqut+q0zZ86cx2xPGm7buonQuRxC53IIncshdF6FSyTtY/vS4bzIxIkTPXnzzRkh1T2vi3UuhYkTJ3rKlCl1z1luc8vNN4fOtdmT5FSdX+uE0BlsPwQ8lN8vknQXsKntywunzQL2H+g1Ytwohy7sz58BDgVuBz4EXAqc1lKLaExnaFl//iRwMfAiSdcCk+jnf1fSlsDPCkVbAF8gJW7+IPBoLv9s5R5D0jGkv80y4GO2L8vlewEnASOB02yfmMunAjOBCcDNwCHFWfPV6NT+XGtMBfYDds+nnQ1cBRzdp/qBwE8buEyttvYDznFKGDZL0nhJG2ebqtKIzjE2D54GdX7c9sRyLOpOoj+XQ1fpbLttN2AKcEcj506fPt2NAMxu9edqty10Dp27aQudQ+d224BFpGW/z5Liey4Cnhrq60zd6mX+xMxb/OPr53n58uU9p3NZW73+vHz5cv/4+nn+xMxbPGLc+HmttnU4N5LDYxNgcmVrou4ZwJGhc1N6TwH+Cqzbp/zXwLsL5zwD3AJcDby6v3Zj3Chn67b+DIwDRhb2R5JWEfVXbzxwAXA3cBewM8lJegVwb35dP58r4HvAfcBtwA79tb/BFi/pty87Nd6S/kyaKPZSYBtgjSbrjgT+AWwOHAt8qso5WwO3AmsCU4G/5Hoj8/stgNH5nK1znfOBA/L7U4AP92dLN/Tn4pgKPNHn2MI++2NJKwonFMoeIDn35wCHFcqrtgVcAuxaKL8SmFHPxkb6c4zNg98a6c+jxm/0WKvtHM4NWAu4MY8NdwJfyuVn5b4+N2/b5/JhGZ+jPw9+6yad2zYMSBAEQRB0A7bXsT3C9hjb6+b9dYf6Os8sWcom48cwZ/5CFi+JMJitYPGSZcyZv5BNxo9hxBprrd1qe4YLSR8FHiY5liox2C9psO5oYF9S2IC+xw6TNFvS7EcffXT1yple0bmCpLWBC4GP236qUP450rL2n+Sih0gPDV5OmsV5nqTVxpqizo899liMGy2mQ/vzlcCYwv4YUl6G/jgJ+J3trYDtSA7rIQubMHrkiLbty5KOANa2faftO4C1JX2kiSb6XZFCmr070/Zzth8gOZJembf7bN/vNGt6JrCfJAGvJT1AgDQT+C3NfbJV6YT+XGtMrcObgWu9agiQXWzvQOqnR0jarb/LVilbLc57cXxe8vSTbdufe4VKf/aypXVXG3QBzwGvtb0dsD2wVw5VBPBprwwvNjeXddX43E10k87hrA6CIAiCYUbS+pJeKWm3yjbU1xg3ehQPPvEs0zdfn7GjRw5180EDjB09kumbr8+DTzzL8uf/9XSr7RlGjgK2tP1S2y/L27YN1t0buNn2w30P2D7V9gzbMyZNqr06sYd0RtIaJKfKT2z/olD+HuBNwMF5lgzZQfV4fj+HNJPyxX3bLOo8ceLEGDdaTIf257Vsr7A1vx9br0J+cLIbcHqus8T2EyQH69n5tKKzdEXYBNuzgPGSNq53jSXLlrdzX/5g/rwA2F5ICuXRKAewahiKI3OivjMqSfxIIS3+VjhnQS6rVf4C0kzgpX3KB0y79+caY+rDlb6VXx/pU62v9th+ML8+Qsq/8Mp+2loAvLDQxGbAg33tK47Po9der537c09Q6c8aOWp0q20ZTvI4W/l/XSNv9ZLmdtv43DV0k85t66yW9FPgemBLSQskHdpqm7qR0LkcQudyCJ3LIXRuDkkfAK4BLgO+lF+PbbDueEkXSLo7Z6/fuda5E8aN5vi3bMNBO05G/cSfDVZF0jxJt0uaK2n2INrhoB0nc/xbtmH5M088NpQ2thl/Y+CJwRqN+1mTTtFZ0jvy69QB1hfJsXeX7W8XyvcixUDd1/biQvkkSSPz+y1IM57ur3eNbhg3Bqtzq+mU/tyHZyTtUNmRNJ0U6qoeW5BiLJ8p6RZJp0kaB2zoHLc3v26Qz6/lYF2F4kzUNZ9/pp378ggVDMv/qw05wKqsSDkZeBFpBuRDwLcqp1ap7v/P3p3Hy1WU+R//fJOQQMISwr6FRREGGUCIgoAYUPixOMQFWUVQFFFQ1NEBZFREGVEUBFFkNYBg2EQYRIRBFkUCJGEXkAgJBpAAJiGs2b6/P6o66dx09+2+y+nlPu/Xq1+3u87S1U9OTp+uU/VUD8or1aGukS+tfDxXO6eScokflp8fBlxXts0qwPu7lI2QtFLpObAH8Eg3+7oe+KSSHYA5rpGvGmC9kSu08vE8IJSO5wVzZj7T7Lr0N0mDJT1AusFyi+178qJT8o2xMyQNy2V1nZ/LxfFcjE6Kc8tOsGj7oGbXYSCIOBcj4lyMiHMxIs4NOxZ4NzDR9q6SNic1WtejNGR6v/xjtWbPtRHDWvZrvR3sarvXP6wldey/g6Sv5qdPAbdL+h1p6CgAXX78V9p+OLA7aUK23talHeJ8Aqlx6Rpg227WrWQn4FDg4fwDEuAbpDyRw4Bb8o+RibaPIvVaPVnSAtLkakd1GbZeURvEsTu9jXPTtcnxXO5Y4CpJpZ6h6wAHdLPNENK/zxdt3yPpTJak/KikroZU2+cB5wGMGTPGLfwD/WbgSkm/IH2Oo4Cb6tx2qREp5SNTJJ3PkjRMtXrvVip/idQjckjuXV2xt29+z6XiXKuyLXw8Vzunnkr6tzmClMf642XbfAS42fZrZWVrAdfmY20IcLnt0r9ltX3dCOxNSs3yOvCp7io7SOqIBqd2Jwm8aFGz69HfbC8EtpE0knR8b0n6fv0n6cbaeaQb5SfTQFobUpoQRo/ujAbUVtdJ542W/BYJIYQQOsibtt9UungYZvtxSZt1t1HZkOnDIQ2ZBjo9Z15obSvlv8/kx1Dq7BkIkHsBr9YP9WpVL0u6DdhY0vVdF9ret9bGtv9M5R+EN1ZZ/xpSg+1A06s4h8bkHsHvAzYHNiMdo4/bnt/NpjOAGWW99a4mNVa/IGkd28/3JG1CG/k66Ubd50kxuxm4oM5tlxqRUopXfvkRlu7Ve7mk00kT4G5KmjRNwKZ59MGzpLQWB9t2/r+zHymP9VK9ijtNjXMqpJzglbYZT5pkrrzsKVLO9Urrv1xpXzld09H113bgknQRKc3VTNtbVlh+CKnRFOBV0qSgD+Zl00gTmS8EFtgeU0ilO4jt2ZJuB/a0/aNc/JakXwJfy6/rTmtDnTe5QugqGqtDCCGE/jUj91L4Lakn5Czq+8FdPmR6a9KM88d26d0T+oaBmyUZODdfXIcubNc7IiAk+5B6kl7KkmH6oe9FnAtke6GkcbbPYEkjaT3b/VPSPyRtZvsJUoPeX/PjMFKP1K5pE46RNAHYnjrSJrQqSYOAh3LD2y8a3LbSiJQfStqG9N01rbTM9qOSriTFdAFwdO4tiaRjSGnIBgMX2X407+s4YIKk7wH3k3OKh9BE44GzgUuqLH8aeL/tWZL2IjWGbl+2vE9Gyg0kktYA5ueG6hWADwI/KLuRKNJ8AuU3xjri/BxaVzRWhxBCCP3I9kfy05NyD6ZVqG/ob7Uh098srdB1eF3osZ1sPydpTdINhcdt31laGHFemqRbgI+XJgtTmtxrgu3/19yatZY8GmKipB1tv5hHS9j23GbXrZP0Ns6VevFJ+i5pAqlFpJ6+h+dzhEjpmfYmDeU/3PaUvv9ULe8uSWcDVwCLb6DWEYsvApfltFZPkVIhDKKP0ia0KtuLJD0oabTthnLfVhqRYvvQGuufApxSofxGKozKyL2E39O1PIRmsX2npI1qLP9L2cuJpF69oXfWAS7OI2cGAVfavkHSH3NDtoAHSOmLoIPOzz0haSfbd3VXVmXbrwCfId1sfJgUu3VIo1tGAVOAQ23PyznCLwG2A14GDrA9rS8/SyuLxuoQQgihH0gaVaH44fx3RaC7XLLVhkwvFsPrlibpHaSJp9ayvaWkrUiT0H2v1na2n8t/Z0q6lvTD/c6y5RHnpa1RaqgGyL2b1qy1wQC3oaQ/ktKoSNJs4NO2Jze5Xp2mp3Eez7K9+E6z/U3Sjr4EfIv0I30vUmqFaR202wAAIABJREFUTUm9yc5h6R59A8WO+e/JZWUGdqu1ke0HgErD8gdC2oR1gEcl3cvSDfyRpiaEnjsC+H3Z67pGykUnhKXZfgh4V4Xyiuf0Djw/N+qnLDtHRqWypUhaD/gSsIXtN/JImANJDf9n2J6Q5zU4gnR9cQQwy/bbJR0I/IDu54foGNFYHUIIIfSPyaSL5mqTkGxSa+MaQ6ZDdeeT8oKeC+niW9LlQNXGakkjgEG25+bne7B0A0xY1sLyHoKSNqTCxDphsYuAL9j+E4CknYFfAls1tVadp0dxrtSLz/YrZS9HsOT4Hgdckn+oT5Q0skv+4AHB9q7NrkMbijRKIfQhSbuSGvN2LiuuOVKupJM7IUgaXEr/E/qWpPeSbtauoSWTjgOsTEqxVI8hwAqS5gPDgedJN3oPzssvBk4iNVaPy88hdVo6W5LyNUjHi8bqEEIIoR/Y3rgPdlNpyHSobrjte7vMgr2gm23WIs16Dum66HLb9aRpGchOBP4s6Y78ehdyD6VQ0dxSAyqkSb4kRSqQvtencZZ0CvBJYA5QapxdD/hH2WozctmAaqyWtArwbdL/fYA7gJNtz2lerVqb7TskrQW8Oxfda3tmrW1CCJXlkXMXAHvlSS2B7kfKDRBTJV0N/NJ2dHLpW0NJo2OHsGTScYBXSBPV1mT7WUk/IqW8eoM00e5kYLbt0u+V0nUFlF1z2F4gaQ4pLdSAyMkejdUhhBBCP5K0E/CA7dckfYI0ROwn9eStrDFkOlT2kqS3kXtBStqPbhqRcr7OrQuoW8ewfZOkbYEdSCMHvhKTGdV0r6RzgV+Tjs0DgNtzDOvJ8xvq06dxtn0icKKkE4BjSI2z1UbKLKPDh5lfRJpoa//8+lBSL/aPNq1GLU7S/sBpwO2k4+inkr5u++qmViyENiNpNPAbUl7fv5WVx0i5ZCtSaokL8uSuF5HmFXml9mahO7bvAO6QNN72dFg8ge6K9cQ3z/EyDtgYmA1cRUovtsxblTapsax8vx15vRGN1SGEEEL/OgfYWtLWwH8BFwKXAu9vaq0609GkYZ2bS3qWNGP8J5pbpY41jJR3fQiwhSQqDbUNAGyT/367S/mO1JHnN9Stv+J8OfC7vN8ZwAZly9YHnqu0UScPMwfeZvtjZa+/I+mBptWmPZwIvLvUmzpPWvZ/pKHdIYRM0q+BscDqkmaQzr3LAdj+BWkOgdWAn+dRcQtsjyFGygGQJxc+Hzhf0i6kG7hn5N7W37U9takV7Azfl3QUsJDUM3oVSafbPq2b7T4IPG37RQBJvyFdo4yUNCT3ri6/rihdc8yQNARYhQpzHnXq9UY0VocQQgj9a4FtSxoHnGn7QkmHNbtSnSj3kv5gee+aZtepE0kqTfDyKLAoF5uBN9S2LpHftxh9GWdJm9p+Mr/cF3g8P78eOEbSBNLEinMGWr7q7A1JO9v+MyweQfRGk+vU6gZ1SfvxMjCoWZUJoVXZPqib5Z8BPlOhPEbKkXJWA/uQUgduBPwYuAx4H3Aj8I6mVa5zbGH7FUmHkGJ6HKnRurvG6meAHSQNJ31nfgCYBNxGSiMyATgMuC6vf31+fXde/seBkq8aorE6hBBC6G9z8zDyTwC75IvI5Zpcp44i6RO2f9VlshNKuattn96UinWuDwOb2X6r3g0kjSTll9yS1LD9adt391P9Wo6kfYB3AsuXymzXHJ4saQPgEmBt0k2B82yfKWkUcAXpR+g0YH/bs5QO+DNJs8q/Dhw+0FKM9DDOlXrx7S1pM1LcpwNH5dVvJMV3KinGA3UegaOAS3LuaoBZpB/UobqbJP2B1MsR0g2/G5tYnwGnB+fUsaRGo6fzLn5TOp9I2pN0vh0MXGD71Fy+ManBaRQwhZSqYp6kYfm9tyPdqDjA9rT+/sxhQHqS1Ph5mu2/lJVfnXtah95bTtJypOvhs23Pl9RtI7Lte3IP9ymkOXXuJ/WI/h0wQdL3ctmFeZMLgUslTSX1qD6w7z9K64rG6hBCCKF/HUCa4fkI2//Mufa6u/MeGjMi/12p5lqhrzxFuuFSd2M16Uf9Tbb3yxOGDu+XmrUgSb8gfd5dSQ32+wH31rHpAuA/bU+RtBIwWdItwOHArbZPlXQ8cDypV89ewKb5sT0pBdH2ffxxWlZP41ylF9+FFcrIPZqO7kU125qkY22fScrPubWklQEiF2p1kobZfsv21yV9FNiZlIf0PNvXNrl6A02j51SAP9n+UPlOcqeDnwG7k4bp3yfp+jyZ3Q+AM2xPyOekI0jn4iOAWbbfLunAvN4B/f2Bw4C0le1XKy2w/aWiK9OhziXd2HoQuFPShqRJFrtl+9ssm67sKdJkoF3XfRP4eK9q2saisTqEEELoR7b/CZxe9voZUu8aACTdbfu9/fC+vD5vIcOHDl7cw7hT2T43//1OE957wMS5zOvAA5JupazButqPoNygtQupQQDb84B5jbxhm8d5R9tbSXrI9nck/Zg0OVRNOb3E8/n5XEmPkWaGH0fqCQxwMWnCtuNy+SW5QXWipJGS1mkkTcVAjHMztHGcP0W68fRTYNtWb6RukTjfDWwr6VLbh9Kix2RvNCPOeSTJIcAmtk/OHQHWtl31BlUPzqnVvAeYmtNOkNMCjcv7243UQaG0r5NIjdXj8nNIecrPlqRGhvS3yPFcl/zvs77tfzS7Lo1qpzhX8T8V6j0HmGT7ugrrN0U7x9n2WcBZZUXTJbVkyrd2jnM0VocQQgjNtXz3qzTGNpff8wyTp89iuw1X5eDtR7fdBUojJJ1Va3l/9SQZaHEuc31+1GsT4EXgl3mi0cnAsbZfq2fjDohzKZfv65LWJQ0B37iRHUjaCHgXcA+wVqkB2vbzktbMq60HlDcMzMhldTVWR5yL0eZxfkzSNGANSQ+VlYvU8Xyr5lRrWS0U56F5noodc8/qpdhu68brJsb556RUHrsBJwNzgWuAd9ezcZ3nVID3SnqQNOHZ12w/SuVz7fakSf9m50nSSuXr5eeLt7G9QNKcvP5L9dS3hY7nuuS5Wn5LSnvSNtotzlUsD2wOXJVff4w0x8gRkna1/eWm1Sxr9zjntD4fI6UOKm9TrZl2rGjtHueY1CGEEEJorj6fKOP1eQuZPH0W645cgcnTZ/H6vIV9/RatZnJ+LA9sS8rX9ySwDWmm7n4xAOMMgO2LKz1qbDKE9O9yju13Aa+RhlkvRdKRkiZJmvTiiy8uLu+AON+Qc3afRspTOI2U07QuklYkNcJ8uZuerJV+gSxzfok4N1c7xzmnTNmBlLP7P8oeH8p/W0YLxfkoUsxGsnTMSnGrSdI0SQ9LekDSpFw2StItkp7Mf1fN5ZJ0lqSpkh6StG3Zfg7L6z+pskmeJW2X9z81b9tQS0YT47y97aOBNwFszwKG1rNhA+fUKcCGtrcmjSb4bWkXFdZ1jfJa23StWyednydKquvmQato0zh39XZgN9s/tf1T4IPAvwEfAfZoas2yDojzdaTREgtI17SlR0tp9zhHz+oQQgihwwwfOpjtNlx18Z304UMHN7tK/arUUCrpcGBX2/Pz618AN/fX+w60OJdIepoKP7Jtb1JlkxnADNv35NdXU6Gx2vZ5pIlmGDNmzOL9t3ucbX83P71G0g3A8rbn1LOt0gQ+1wCXlfXAfKGU3kPSOsDMXD4D2KBs8/VJvQG71ifi3EQdEOd/AlvXWkfSNbY/VmXZYGAS8KztD6mfJqRrlTjb/jPwZ0mTbFfMhQ4gaXfbt1RZvKvt8h64x9NA3nqlCQS/DYwhnbsn5xzLs/I6RwITSRM+7gn8vt7P18Q4z8/HkgEkrUHqaV1TI+fU8oZs2zdK+rmk1al+rn0JGClpSO5dXX4OLm0zQ9IQYBXShGlL6bDz867A5yRNJzXktdwIjK7aNM5drUeay6X0/TcCWNf2QkmNzDXSbzogzuvb3rPZlehOu8c5GqtDCCGE5urz8ViSOHj70Xz4Xeu1ZY6yXliXNMli6QfgirmsXwzgOI8pe748afKXUdVWdppY9B+SNrP9BPAB4K/1vlknxFnSjpQNF5WE7Uu62Uakif4es3162aLrgcOAU/Pf68rKj8n5U7cH5jSSr3oAx/kiUg/Xmba3zGWnkXq+zgP+DnzK9uy87ATSZGkLgS/Z/kODdWz7ONeh2o0rgGOBx4CV8+t+mZCu1eJcq6E6+wFQrbG6q4by1ud1b7H9LwClSQX3lHQ7sLLtu3P5JcCHaaCxuolxPgu4FlhT0imkCVX/u9YGjZ5TJa0NvJBTWryHNCr9ZWA2sGm+0fIscCBwcF7vtlyXCSx7fj6MlMN8P+CPjeSrbrXjuU57NbsCjWrTOHf1Q9K8IreTfmPsQspjPQL4v0obSFoeuBMYRvr+vNr2t/vrZmIHxPkvkv7d9sONbCRpM+CKsqJNgG+RYnkF6fplGrC/7Vn5nHUmsDdpvpjDbU9p4P3aOs6RBiSEEELoZ5I2lPTB/HwFpVnoSw7tp/dkxLAhbXdh0kunAvdLGi9pPOnC+n/68w0HYpxtv1z2eNb2T0h5Q2v5InCZUp7bbWjw36Wd4yzpUuBHwM6kfKrvZukG/2p2Ip0fdlNKAfCApL1Jx/nukp4Eds+vIfWKfIqUouF84As9qOtAjPN4Um/ScrcAW+YegH8DTsjvsQWpYeqdeZuf596djda1beNcp4qNcJLWB/YBLsivRTp3XJ1XuZjUWAqp4bWUXuhq4AONpqhoszhXq6SBmyVNlnRkLlsqxzLQXd76WuUzKpQvW7kq6SnyssLjbPsy4L+A75Py8n/Y9lW1t2r4nLof8IhSzuqzgAOdLACOAf5AuvFyZc5lDemmwVclTSXlpC7dpLgQWC2Xf5UKo4u602bHM7anV3o0u17dabc4d5VvjO1ISlvzW2Bn2xfYfs3216ts9hYpdcjWpGu0PSXtwJKbiZsCs0g3EaHsZiJwRl6vIW0e551JI1SeUEq59LCWnsehIttP2N7G9jakhv7XSTfdSqNlNgVuZcn5oXy0zJGkG7kNaec4R8/qEEIIoR9J+izpAmMU8DbSsNBfkHqXYvuR5tWus9j+paTfk3qVAhyfh6wDIOmdZT8oQw+pLA8qqePDGFKP9qpsP0B9DYedaAywRSO96GBx+oBqvy4+UGF9A0c3Xr2O0dM436k02Vp5WXn6oImkRitIDagTbL8FPJ0bnt5D6i0ZuvcTUgNj6XzR6wnpcgPukQCjR4/u18r3s2rH7U62n1Oa9O8WSY/X2EejuZTryqMM1dNTNJPtx4Fa8ei6fqPn1LOBs6vs60bSDcKu5U+Rzgldy98kjUIKoV9I2tz242XXaKUbVGtLWrtWj9z8vflqfrlcfph0M/HgXH4xcBKpwXRcfg7pZuLZktTo928b64tRAx8A/m57uqSGRss0MmqunUVjdQghhNC/jib9cLkHwPaTWnqm+dCHcuP0dVUWX0qa6C/0zo/Lni8gD1lsTlXawiPA2qTef6H/9FecP82SYbvrkRqvS6r2RB3glmkQlFRKtTJZ0thq69HghHSt2Ijal2w/l//OlHQt6Xqi0bz1M1jSEFIqvz2Xr19h/RBC+/kq6cZd+TVa+Tmx5gi4PEpoMmmCxp+RUmDFzcQKcgPzzsCmuaPMGqTUg404EPh1fr7UaJmy34nVRsUMiOvJaKwOIYQQ+tdbOb8bAEoT63TcD+o20X5j4FqQ7V2bXYc2szrwV0n3kobaAmB73+ZVqSP1eZwlnUi6IXNZqajCatVSXnTkj/QSSUOBzUmf/wnb88oWH1dhk52AfXPaheVJOat/Qi8npOsg07oW5Byzg2zPzc/3AE6mwbz1kv5Aylm7al5vD+AE2/+SNDcP978H+CTw0377hCGEfmO7lCboHOAm269I+iapk8Z3q2+5ePuFwDaSRpJSU/xbpdXy3wF9M1FSacLazYBfknqi/4r0PVfP9kOBfckpxmqtWqFsmTh26vVGNFaHEEII/esOSd8AVpC0OymP7P/Ws2Hu5TAJeNb2h/qxjgNFtUaliHMDJK0GfJuUs8/An4GTbb/c1Iq1rpOaXYEB4qS+3Jmkw0gTL36gbGhztZ6ry+jUH+kAkvYhpbP6O+nH9MaSPmf797BMGhVy2Qksyf09Fvia7UMkXUU/TEjXitRlAlBg8QSgtj9aYZO1gGvzze4hwOW2b5J0H3ClpCOAZ1iSXuJG0kRcU0m5UD+V9/0vSd8F7svrnVyabBH4PClv+wqkiRXrnlwxhNCS/tv2lbnn7+6kntbnsCRFXk22ZytNzrgDcTOxmo8A7yLNjUNO1VQzHV4XewFTbL+QXzc6WmYpnXq9EY3VIYQQQv86njQRycPA50g/Ji+oc9tjSZP3rNw/VesceeKt9W3/o9uVlxVxbswE0qzxH8uvDyGlSfhg02rUwmzfUWu5pLttv7eo+nSqvoyzpD1JvYPfb/v1skXXA5dLOh1YlzTp0b09rHI7+zGwq+2pAJLeBvyOnjV0HgdMkPQ94H6WnpDu0pwX/F+kIdNtK08A+jbgAWBhLjZwSbVtcv7jrSuUv0yDeettXwRcVKF8ErBl958ghNAmSueXfYBf2L5O0km1NshpLObnhuoVSNdzPwBuY4DcTGzQPNuWZFg8CqYRB7EkBQg0OFqmVzVvI9FYHUIIIfQj24uA8/OjbpLWJ11onkLKQxdqyBeNvyXNrl3NvK4FEeceGWW7fEjp9yR9uGm1aX/LN7sCA0TFOEv6NSmf7+qSZpBGDZwADCNNaAcw0fZRth+VdCXwV1J6kKPz0OmBZmapoTp7iiU9wbpl+3ZSzuSBNCFdjyYADSGEBj0r6Vxyg7OkYaTJsGtZB7g4jzQcBFxp+wZJf2UA3EzsgStzjEdK+ixpbou6fudJGk7q8f65suJTaWC0zEARjdUhhBBCP5D0MDVyU9veqptd/AT4L6DqsLJOzVHWCxMlvdv2fZUW2t6hQnHEuXG3SToQuDK/3o/UqzL0TDReFaNinG0fVKH4wgplpfVPId3cGnAklVJVPCrpRtI5wKQf1hXPu2GxmGg1hDpIuoiUgmmm7WV6/eeRdGeSGvFeBw63PSUvOwz477zq92xfXEytW8r+wJ7Aj3JP6XWAr9fawPZDpLQWXcsHys3ERq0BXA28Qspb/S3qHF2YR2ut1qWs4dEyA0E0VocQQgj9o8e5jyWVLtIn59yeFXVqjrJe2BX4nKTpwGukXKqudmMg4txjnyP1Qr80vx4MvCbpq6R4RzqVEDrTf5Q9fwF4f37+IrDqsqsHSf9LatBfiZhoNYR6jAfOpnqKnL1IKZg2JaVGOAfYXtIo0siYMaT/c5MlXW97Vr/XuIXkxtDflL1+nrhJ1td2t30ccEupQNKPqTy5cOihaKwOIYQQ+oHt6b3YfCdgX0l7k4auryzpV7Y/0Te161h7Nbh+xLkHbNecREbSO20/WqF8GjCXlE9xge0x/VPD1iJpC9t/7VI2NqdCgMqzvVfsXSbpClIvHoCRwGzb20jaiJR3/Ym8bKLto/ryc7Q6SccAl9VomKgY51A/258CkLR87lkXuvejZlcgJJI2IDWArg0sAs6zfWZu5LyCNPnlNGB/27MkHcKSxqdXgc/bfjDvaxoVvs9q7Ktqb+CwNNt35u+0asYBl+RepxMljcy9h8cCt5QmD5V0C6mH8a+r7imEBkj6PPAFYBNJD5UtWgm4qzm16lzRWB1CCCH0I0lzWXb4+RxgEvCfeYjdUmyfQMqZSu7x+7VoQO1eozcIIs795lJg2yrLdrX9UpGVaQFX5snVfki6KfJDUs+v0mR/h1bZbjxdepfZPqD0PPfimVO2/t9tb9N31W47awP3SZpCmkjuD13yA1eLc2jcI5JeAP5Emmz1LttzutlmQCpN/ClpL9tLTUAp6Sig5sSgoU8tIF13TZG0Eqnn7S3A4cCttk+VdDxpYuzjgKdJk6zOkrQXaYTV9mX7q/R9dnyVfVXsDdxfH7TDrQeUT6Y9I5dVKw+hr1xOmkj4+6T/2yVzSzdJQt/pLtF6U0naU9ITkqbmk33oBxHnYkScixFxLkbEuSGnk3LFrQesD3yNNAnHBFKDSiFs89pbC4p6u4722lsLiDmyauqTHqwdFOftgQ2Av5Dy+j5H6tUPgO1HKm1k+07SxEXLyL309qefe4y103nD9n+TGoIuJDU+PSnpfyS9LS+vGOciLLI75VgGwPbbgYOAh0m9/x+U9EBza9W9Jh/P35S0W+mFpONIPUTbTrsez7afL/Vmtj2XNBplPdK/Qym38cXAh/M6fykbqTGRdA3XnYr7oqw3sO2JpInZ1unl5wENaun2nH5S6RrDNcqX3YF0pKRJkibNnPliWx7PnaYdjmfbc2xPs32Q7ellj7ZpqG6HOJe0bCXzTKQ/I92F3AI4SNIWza1V54k4FyPiXIyIczEizg3b0/a5tufafiXnP97b9hXUkePT9u22e5z/Ou+Dy+95hm/+9hEGjRi5em/21anqjfO/XpvHN3/7CJff80z8uKmuWmAM3Cxpcp60sqoOi/N84A1gBVLP6qdtL+rlPt8HvGD7ybKyjSXdL+kOSe/r5f7b8ryRe1L/Mz8WkM6xV0v6YTPr9ezsNzrlWAZA0vqkGy7vI03K9Sgp9UHLaoHjeV/gfyS9T9IppEnL2jJfdScczznNxLuAe4C1cl7fUn7fNStscgSpR2VJte+zavvq016/peN5yCprDsRZn2eQbgCXrE+6CVytfBm2z7M9xvaYt5Yb0fbHc7sb4MdzYdotzi3bWE36Ap9q+ynb80g90Nry7nOLizgXI+JcjIhzMSLOjVkkaX9Jg/Jj/7JlhVwZvz5vIZOnz2LdkSswaLnlVyziPTvVa/MWsO7IFZg8fRavz1vY7OoUTskG3a9Z0U62tyXd6Dpa0i5d9r24p9NLL73USXG+j9RY/W5gZ9INvqt7uc+DWLpX9fPAaNvvIk1+ebmkihNdlsf5xRdfrPoG7XbekPQlSZNJaVbuAv7d9ueB7YCPNbNuQwcP6pRjueQZ4MvA722/1/Y+tr/f7ErV0uzjOaeL2Jd0s39dYD/b84uuR19o9+NZ0orANcCXbb9Sx/q7khqryydPq/l9Vmk3FcqWuQZs9PzshQvmdVf/DnQ98Ml8PbIDMCffGPgDsIekVSWtCuyRy2pq9+O5Ewzw47kw7RbnVm6sjpxDxYg4FyPiXIyIczEizo05hJQrdSbwQn7+CUkrAMcUUYHhQwez3Yar8tzsN1g0/81Xi3jPTjVi6BCem/0G2224KsOHDm52dQqXe67+tpvVKl4E234u/50JXEu68VW+fHFPp9VXX72T4nyE7W/Znm/7n7bHAdf1dGeShgAfpawnq+23bL+cn08G/g68o9L25XFeY401qr5PG543Vgc+avv/2b6q1BCYe7H3anRKb81buKhTjuWSd5FyqR8s6W5Jl0g6otmVqqVZx7OkuZJeyfNXTCX9v/w48IqkbhtKW1E7H8+SliM1VF9m+ze5+IVSSo78d2bZ+lsBFwDjSudYqPl9Vm1fdfX6bfT8rMFDhtb94duEpF8DdwObSZoh6QhJR+Uc7wA3Ak+R/j+dT5rwjpyK4bukG8T3ASfXk56hnY/nTtHJx3Mrabc4q1WHO0j6OPD/bH8mvz4UeI/tL5atcyRQGnazJVBPLrrN3M0s9gNJxLkYEediRJyLEXFuTZJeBF4DakxepzXBK9iu/gso1JTirDfAM2ustjowolPjLOlnwHjb9zWwzQhgkO25+fktpB+SN1VZf8DHGRYPVb/B9pZlZXsCJ9h+f1nZGsC/bC+UtAlp4rt/7+6Hepw3iiHpVeDxblZrq+M5907dmZQK5BOke1kbNblOc4EnulkrjudeatfjOef6v5h0rvxyWflpwMteMiniKNv/JWk08Efgk7b/UrZ+1e+zGvvah9RBYW/SPAZn2V7qhm2F+tZxPLO57ZYf+dLK6jye4zdKL8XxXIxOivOQZleghm7vPua8n+cBSJpke0x3O5U0qS8r2QEizsWIOBcj4lyMiHMDciPSZ4GNKPvetf3pvnwf22t0F+t6/y1CdQ3EeaMCq1W0XYHPSZpOaugUqaFqqxrbrAVcm9oKGAJcXq2hGiLOsLh32VhgdUkzgG/bvhA4kGUnVtwFOFnSAmAhcFQ9PcrivFGYx7uLYTsdz/n7ehhp0tA/AbvYnt7cWgHwRJ1xLux4lrRtreXOE/61mXY9nncijW57WEsmBP0GcCpwZR4d8Ayp5zvAt4DVgJ/n764F+XPX+j6rtq8bSQ3VU4HXgU/VUd+6juc69hNqq+t4LqoyHSyO52J0TJxbubH6PmBTSRsDz5IuzA9ubpU6UsS5GBHnYkScixFxbsx1pB/z/0dqRAqh3e3V6Aa2nwK27oe6dCzbB1UpP7xC2TWkoe0h9BtJX81PrwBKk4SuCXxMErZPb07NWtqPy56XD2lWfr1bsdUZuGz/mcq5owE+UGH9zwCfqVBe9fsspwqptC8DRzdS3xBCGMhatrHa9gJJx5CS4g8GLrL9aJOr1XEizsWIOBcj4lyMiHPDhts+rvvVQmgPLdKDMoRQvNIw+M1IE4ZeR2r8+w/gzmZVqpXZ3hUgz1PxBVLqFJNuYp/TxKqFEEIILatlG6sBbN9IGjJTj/P6eL0BI+JcjIhzMSLOxYg4N+QGSXvnmPW37mLYqTEuWsS5GBHnYkSc+189MWz5ONv+DoCkm4Ftbc/Nr08Crmpi1UpaOc4XA68AZ+XXB5Emqdy/SfXpjVaOcyeJOBcj4lyMiHMxOibOLTvBYgghhNAJ8kQXI4C3gPksye+7clMrFkIIIfSApMeBrW2/lV8PAx60vXlza9a6JD1oe+vuykIIIYTQ4j2rQwghhHZneyVJo4BNgeWbXZ8QQgihly4F7pV0LSmlxUdIPYdDdfdL2sH2RABJ2wN3NblOIYQQQksa1OwK9AVJe0p6QtKDdfcuAAAgAElEQVRUScdXWeciSTMlPVJ0/TpFxLkYEediRJyLEXEGSZ8B7gBuAk7Kf7/Vy31uIOk2SY9JelTSsbl8lKRbJD2Z/64qabCk+yXdkNfZWNI9eZ0rJA3t3SfsXBHnYjQQ59Uixj0XcS7GQIiz7VOATwGzgNnAp2x/v8g6tEucJT0s6SFge+AvkqZJehq4G9ilP9+7L7RLnNtdxLkYEediRJyL0elxbvvGakmDgZ+RZqbfAjhI0hYVVh0P7Flg1TpKxLkYEediRJyLEXFe7FjSRFTT80RL7wJe6uU+FwD/afvfgB2Ao3Nsjwdutb0pcGt+fSzwWNm2PwDOyOvMAo7oZV06WcS5GPXG+Uoixr0RcS7GgIiz7Sm2z8yP+5tQhXaJ84dIE1DuCWwMvB8Ym5/v08/v3RfaJc7tLuJcjIhzMSLOxejoOLd9YzXwHmCq7adszwMmAOO6rmT7TuBfRVeug0ScixFxLkbEuRgR5+RN229Cyutp+3Fgs97s0Pbztqfk53NJFyDrkeJbGop9MbAf6cfwBfn9BewGXF22zod7U5dOFnEuRp1xvpl0IR4x7qGIczEizsVolzjbnl7r0Z/v3RfaJc7tLuJcjIhzMSLOxej0OHdCY/V6wD/KXs/IZaFvRZyLEXEuRsS5GBHnZIakkcBvgVskXQc811c7l7QRqbf2PcBatp+HdAEDbAD8F7Aor74aMNv2glLdGJj/Jg2LOBejWpyBbwALiRj3iYhzMSLOxYg4FyPiXIyIczEizsWIOBejE+PcCRMsqkKZC69F54s4FyPiXIyIczEizoDtj+SnJ0m6DViFlLe61yStCFwDfNn2K+lm+eJlHwIW2Z4saWypuFIV+6IunSziXIxqcc4xnkm62F68eoVdRIzrEHEuRsS5GBHnYkScixFxLkbEuRgR52J0apw7obF6BqlHU8n69GGPtbBYxLkYEediRJyLEXHuwvYdfbUvScuRLkwus/2bXPyCpHXy3fQ9gMGSpgHLAysDPwFGShqS76gP+H+T7kSci1ErzsBOpCGKK5LSCUWMeyjiXIyIczEizsWIOBcj4lyMiHMxIs7F6OQ4d0IakPuATZVmtBwKHAhc3+Q6daKIczEizsWIOBcj4txPcr6xC4HHbJ9etuh64LD8/DnS5BkbkWL/R9uHALeRciyT172ukEq3oYhzMbqLs+0TgLOAM4gY91jEuRgR52JEnIsRcS5GxLkYEediRJyL0fFxtt32D2Bv4G/A34ETq6zza+B5YD6pt98Rza53uz0izhHnTnpEnCPO7fwAdiYN2XoIeCA/9iblIbsVeDL/HZXXHwvckJ9vAtwLTAWuAoY1+/O06iPi3HpxjhhHnFv9EXGOOHfSI+Icce6kR8Q54txJj06Ps3JlQwghhBBCCCGEEEIIIYSm6YQ0ICGEEEIIIYQQQgghhBDaXDRWhxBCCCGEEEIIIYQQQmi6aKwOIYQQQgghhBBCCCGE0HTRWB1CCCGEEEIIIYQQQgih6aKxOoQQQgghhBBCCCGEEELTRWN1CCGEEEIIIYQQQgghhKaLxuoQQgihSSTdLmlMD7cdK2nHBrd5tSfvlbf9sqThfbGvokWcixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyLEXGuLBqrQwghhPY0Fmjo4qSXvgwM73atzjOWiHMRxhJxLsJYIs5FGEvEuQhjiTgXYSwR5yKMJeJchLFEnIswlohzEcbSoXGOxuoQQgihAJJGSPqdpAclPSLpgC7Lz5E0SdKjkr5TVj5N0nckTZH0sKTNJW0EHAV8RdIDkt5X5T03lnS3pPskfbfLsq/n8odK7ydpI0mPS7o4l18tabikLwHrArdJuq1sH6fkzzNR0lp9FaveiDgXI+JcjIhzMSLOxYg4FyPiXIyIczEizsWIOBcj4twA2/GIRzziEY94xKOfH8DHgPPLXq8C3A6Mya9H5b+Dc/lW+fU04Iv5+ReAC/Lzk4CvdfOe1wOfzM+PBl7Nz/cAzgNEunF9A7ALsBFgYKe83kWl98j1WL1s3wb+Iz//IfDfzY5xxDniHHGOOEecI84R54hzxDniHHGOOEec2zvO0bM6hBBCKMbDwAcl/UDS+2zP6bJ8f0lTgPuBdwJblC37Tf47mXQBUa+dgF/n55eWle+RH/cDU4DNgU3zsn/Yvis//xWwc5V9zyNd1PSkXv0p4lyMiHMxIs7FiDgXI+JcjIhzMSLOxYg4FyPiXIyIc52G9NWOQgghhFCd7b9J2g7YG/i+pJtLyyRtDHwNeLftWZLGA8uXbf5W/ruQxr+7XaFMwPdtn7tUYRpO1nX9StsDzHe+jd7DevWLiHMxIs7FiDgXI+JcjIhzMSLOxYg4FyPiXIyIczEizvWLntUhhBBCASStC7xu+1fAj4BtyxavDLwGzMm5vvaqY5dzgZW6Wecu4MD8/JCy8j8An5a0Yq7bepLWzMtGS3pvfn4Q8OcG3q/pIs7FiDgXI+JcjIhzMSLOxYg4FyPiXIyIczEizsWIONcvGqtDCCGEYvw7cK+kB4ATge+VFth+kDQE61FSXrC7Ku5haf8LfEQ1JtQAjgWOlnQfKSda6f1uBi4H7pb0MHA1Sy48HgMOk/QQMAo4J5efB/xeZRNqtKiIczEizsWIOBcj4lyMiHMxIs7FiDgXI+JcjIhzMSLOddKSHtshhBBCGMiUhn3dYHvLJlelo0WcixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyL0Spxjp7VIYQQQgghhBBCCCGEEJouelaHEEIIbU7SicDHuxRfZfuUZtSnU0WcixFxLkbEuRgR52JEnIsRcS5GxLkYEediRJyL0WlxjsbqEEIIIYQQQgghhBBCCE0XaUBCCCGEEEIIIYQQQgghNF00VocQQgghhBBCCCGEEEJoumisDiGEEEIIIYQQQgghhNB00VgdQgghhBBCCCGEEEIIoemisTqEEEIIIYQQQgghhBBC00VjdQghhBBCCCGEEEIIIYSmi8bqEEIIIYQQQgghhBBCCE0XjdUhhBBCCCGEEEIIIYQQmi4aq0MIIYQQQgghhBBCCCE0XTRWhxBCCCGEEEIIIYQQQmi6aKwOIYQQQgghhBBCCCGE0HTRWB1CCCGEEEIIIYQQQgih6aKxOoQQQgghhBBCCCGEEELTRWN1CCGEEEIIIYQQQgghhKaLxuoQQgghhBBCCHWTtKGkD+bnK0haqdl1amWS1pJ0oaTf59dbSDqi2fUKIYQQWlHLNlZLukjSTEmPNLsunSziXIyIczEizsWIOBcj4hxCCKEVSfoscDVwbi5aH/ht82rUFsYDfwDWza//Bny5abUJIYQQWljLNlaTvtD3bHYlBoDxRJyLMJ6IcxHGE3EuwngizkUYT8Q5hBBC6zka2Al4BcD2k8CaTa1R61vd9pXAIgDbC4CFza1SCCGE0JpatrHa9p3Av5pdj04XcS5GxLkYEediRJyLEXEOnUTSZpIeKHu8Iil6FdYgaQNJt0l6TNKjko7N5adJelzSQ5KulTQyl28k6Y2yGP+iuZ8gdLC3bM8rvZA0BHAT69MOXpO0GjlOknYA5jS3SgNLjXPqKEm3SHoy/101l3+97Hz6iKSFkkblZdMkPZyXTSp7j2r7kqSzJE3N5+5tmxGDEEJoFy3bWB1CCCGEEDqD7Sdsb2N7G2A74HXg2iZXq9UtAP7T9r8BOwBHS9oCuAXY0vZWpFQCJ5Rt8/dSnG0fVXyVwwBxh6RvACtI2h24CvjfJtep1X0VuB54m6S7gEuALza3SgNOtXPq8cCttjcFbs2vsX1a2ffWCcAdtss7Eeyal48pK6u4L2AvYNP8OBI4p98+ZQghdIAhza5Ab0g6knSyZ8SIEdttvvnm3W4zefLkl2yv0d916yQR52JEnIsRcS5GxLkYEefirTRylIevtjYjhg5h1IihVdfr9DhLGgysRdm1pO1n6tz8A6RG1enVVog4g+3ngefz87mSHgPWs31z2WoTgf16+h6rr766N9poo6rL//XaPF6bt4CZ06e+6gXzYgK9Hlph5VW9znob1DyWoa2O5+OBI4CHgc8BNwIXdLdRHgVwAbAlqYfxp4EngCuAjYBpwP62Z0kScCawN+nm1uG2p9Tafysfz7anSHo/sBkg4Anb82ttI2kzUmxKNgG+BYwEPgu8mMu/YfvGvM0JpH+bhcCXbP8hl+9Jiudg4ALbp+byjYEJwChgCnBoea/5Str1eK52TgXGAWPzahcDtwPHddn8IODXdbxNtX2NAy6xbWCipJGS1sl1qqie43na36e+tWje68vXUa9QRT3Hc6sdy+0ojudidFScbbfsg3TR8kg962633XauBzCp2Z+r1R4R54hzJz0izhHnTnpEnFvvseYm/+bTbnrcX5lwv199c/6AjDOpN+BLwKOkxqqHgYca2P4i4JgK5UcCk4BJK62+zoCPc5fYbAQ8A6zcpfx/gU+UrfMacD9wB/C+KvtaHOfRo0dXje2rb873Vybc79NuetxDRq79UrNj0M6P9Td9Z7fHsu22OZ6BEcDgsteDgeF1bHcx8Jn8fCip0fWHwPG57HjgB/n53sDvSQ27OwD3dLf/Wt+DzT6eSXm+R5a9XhX4QgPbDwb+CWwInAR8rcI6WwAPAsOAjYG/5+0G5+eb5Lg/CGyRt7kSODA//wXw+e7q0gnHc/k5FZjdZdmsLq+Hk9KyjSore5rUuD8ZOLKsvOK+gBuAncvKbwXGVKhXQ+fnwSut/lyzY9nuj3qO51Y+lvviASwP3JvPDY8C38nl4/Ox/kB+bJPLBZwFTAUeArbt7j3qOT/H8dz7RyfFOdKAhBBCCCHUacTQITw3+w2223BVhg8d3OzqNMuxwGa232n73/Njq3o2lDQU2JeUNmApts+zPcb2mNVXXz3inElaEbgG+LLtV8rKTyQNa78sFz0PjLb9LlLKgcslrdx1f+VxXmON6h3Fhg8dzHYbrspzs99g0fw3X+3DjzTgzFu4qNOO5VuBFcperwD8X60N8rG4C3AhgO15tmeTepxenFe7GPhwfr64J6rticBISev0tMItcDx/Nn9eAGzPIvWOrle3I1JIMZtg+y3bT5Makt6TH1NtP+XUa3oCMC73Xt8NuDpvXx7/qtr9eK52Tq3hP4C7vHQKkJ1sb0tK73G0pF26e9sKZcvkeW/0/KzBQ2p3bw/davfjuY+8Bexme2tgG2DPnFcf4Otekl7sgVzWp2lt4nguRrvFuWUbqyX9Grgb2EzSDElHNLtOnSjiXIyIczEizsWIOBcj4lycahMlVTJqxFC+++EtOXj70aTf+QPSP+j5xGB7AVNsv1BrpU6Is6SP578b92Ify5EaVS6z/Zuy8sOADwGH2DZAbqB6OT+fTOpJ+Y5evDcHbz+a7354Sxa9Nvulnu6nv/VFnPvbeiNXaOtjuYLlbS9u8M3Ph3ezzSaktBW/lHS/pAskjQDWck6FkP+umddfj3SuKZmRy3qkBY7nQSo7AHIqpUYaDA5k6TQUx+SJ+i4qTeJH9ZhVK1+N1BN4QZfyZUg6UtIkSZOGzX+tbY/nKufUF0o3QvLfmV026xp7bD+X/84kzb/wnm72NQPYoGwX6wPP9eJzcPD2o1kwZ2a96bdCFR14fm5YqeNtfrlcftSaNLdPbybG8VyMdotzyzZW2z7I9jq2l7O9vu0Lm12nThRxLkbEuRgR52JEnIsRcS5cpYmSKhoxbMiA/FEj6auSvgo8Bdwu6YRSWS6vR715PzshzqWJD6/pyca5YetC4DHbp5eV70nKgbqv7dfLytfIDWBI2oTU4+mpHta9tE9GDGv5KW56FeciDJLa/Vju6jVJ25ZeSNoOeKObbYYA2wLn5N7/r7Fk8rlK6uqJWt6I+uKLL1bYZKl1m3k83wxcKekDknYjnQdvqmfDCiNSzgHeRuoB+Tzw49KqFTZ3D8qXLSzr8bvmmmu05fFc7ZxKmvjysPz8MOC6sm1WAd7fpWyEpJVKz4E9gEe62df1wCeV7ADMcY181XV+HvCiRb3ZR+jI83OPSBos6QHSDZZbbN+TF52Sb4ydIWlYLqvrZmKj5+c4nvtfO8W55a8+QwghhBBCSyhNSPZMfgylgZ6BkoYDu5MmZBsIXpZ0G7CxpOu7LrS9bzfb7wQcCjycf0ACfIOUJ3IYcEv+gT3R9lGkFAsnS1pAmlztqC7D1jtVb+McGncscJWkUs/QdYADutlmBjCjrAHkalJj9QvKE831pCeq7fOA8wDGjBlTqydgs32ddO77PKmR+GbqmJQyW2pESvnIFEnnk/IhQ+2YVSp/idQjckjuXd2r3r5toNo59VTSjYQjSN9tHy/b5iPAzbZfKytbC7g2n3+HAJfbLt14qLavG0l52KeSJgz9VB9/to4h6SLSyKGZtressPwQlkyA+Sopz/qDedk0YC7pO3BBPR0QQmJ7IbCN0kS410raknQz+J+ka73zSHE/mQbS2tAe5+fQgqKxOoQQQggDnYGbJRk4N19chy5sf6eX279OGnY+UOxD6kl6KUt6PtbN9p+p/IPwxirrX0ML9y7uR72Kc2hM7r3/PmBzYDPSMfq47fm1trP9T0n/kLSZ7SdIOZj/mh+HkRr5uvZEPUbSBGB7+qAnarNIGkSahHZL0iSGjVpqREqpcT+//AhL9+q9XNLpwLqk0RX3kv6NNs2pcp4lpbU42LbzjZ79SHmsl+pV3GlqnFMhHY+VthlPmmSuvOwpYOsq679caV85XdPR9dd2QBsPnA1cUmX508D7bc+StBepMXT7suW72m7Z1FWtzvZsSbcDe9r+US5+S9Ivga/l132a1iaESqKxOoQQQggD3U62n5O0Jqm36uO27ywtlHQkaQIZRo8e3aw6tgxJtwAfL00WlvOlTrD9/5pbs9aSJzKbKGlH2y8qTTBn23ObXbdOEnEulu2FksbZPoMljaT1+iJwWU5r8RSpd+kgOrwnqu1Fkh6UNNp2Q7lCq4xI+aGkbUg3WqeVltl+VNKVpBsAC4Cjc29JJB0D/AEYDFxk+9G8r+OACZK+B9xPngAzhGaxfaekjWos/0vZy4mkhtLQC5LWAObnhuoVgA8CPygb9SLS5KvlN8Y64mZiT0jayfZd3ZWF3onG6hBCCCF0BEnvIOXyXMv2lpK2IuX1/V6t7conSpJUmijpzrLlMYxxaWuUGqoBcu+mNWttMMBtKOmPpDQqkjQb+LTTJIih7/QozpWGnEv6LmkCqUWktBSH5xtaAs4kNaK+nsun9Nsnal13STobuIKUexqA7mJh+wGg0rD8gdATdR3gUUn3snTMaqapqTQixfahNdY/BTilQvmNVBiVkXsJv6dreQht4gjg92Wv6xopF50QlrEOcHEeOTMIuNL2DZL+mBuyBTwAHJXX75ibiT30U9KIru7KliHpK8BnSMfqw6TYrUMa3TIKmAIcantezhF+CbAd8DJwgO1pffQZWl40VocQQgihU5xPygt6LoDthyRdDlRtrM6TIw2yPbdsoqSTi6hsG1tY3kNQ0obUnjV+oLsI+ILtPwFI2hn4JbBVU2vVeXoa5/EsO+T8NNvfzPv5EvAt0o/0vUipFTYl9SY7h6WHnw8UO+a/5edKA7s1oS7toldplEIIS5O0K6mxeuey4poj5Uo6uROCpMGlERX1sv0Q8K4K5RXP6R14M7Eukt5L+v5bQ0tPLL4yadRKd9uvB3wJ2ML2G3kkzIGkhv8zbE+Q9AvScX1O/jvL9tslHQj8gO7nh+gY0VgdQgghhE4x3Pa9XWZ1X9DNNrUmSgqVnQj8WdId+fUu5B5KoaK5pQZUSHlTJUWKir7XozhXGnJu+5WylyNYcjNmHHBJ/qE+UdLILvmDBwTbuza7Du3G9h2S1gLenYvutT2z1jYhhMryyLkLgL1ynnCg+5FyA8RUSVcDv7T912ZXpsMMBVYk/V5Yqaz8FVLu/3oMAVaQNB8YDjxPutF7cF5+MXASqbF6XH4OaVLisyUpX4N0vGisDiGEEEKneEnS28gNS5L2I10EVlVroqRQme2bJG0L7EAaGvqVmMyopnslnUuaIM2kXjG35xh2mzoh1K1P4yzpFOCTwByg1Di7HvCPstVm5LJlzjOdPMxc0irAt0k3qgDuAE62Pad5tWptkvYHTgNuJ503fyrp67avbmrFQmgzkkYDvyGlSvhbWXmMlEu2IvXWvSBP7noRaV6RV2pvFrpj+w7gDknjbU+HxRPorlhPfG0/K+lHpPkZ3gBuBiYDs22XOteUriug7JrD9gJJc0hpoZa65u7U641orA4hhBBCpziaNKxzc0nPkmaM/0Rzq9SxhgH/Il1LbiGJSkNtAwDb5L/f7lK+I5E6oS/1aZxtnwicKOkE4Ji8X1Vatcr2HTvMnNT48Qiwf359KCnlykebVqPWdyLw7lJv6pwH9v9IveVCCJmkXwNjgdUlzSCde5cDsP0LUlqm1YCf51FxC2yPIUbKAZAnFz4fOF/SLqQbuGfk3tbftT21qRXsDN+XdBSwkNTYvIqk022fVmujPCH5OGBjYDZwFSm9WFela4a6rjk69XojGqtDCCGE0BFyL+kPlveuaXadOpGkUs68R0kT0EG6eI7G6goiZUIx+jHOlwO/IzWYzAA2KFu2PvBcP71vK3ub7Y+Vvf6OpAeaVpv2MKhL2o+XSROZhRDK2D6om+WfIU1Q17U8RsqRclYD+5Am7tsI+DFwGfA+0sSI72ha5TrHFrZfkXQIKabHkRqtazZWAx8Enrb9IoCk35BuqI+UNCT3ri6/rihdc8yQNARYhdRRZECIxuoQQgghtDVJn7D9qy6TnVDKXW379KZUrHN9GNjM9lv1biBpJCm/5Jakhu1P2767n+rXciTtA7wTWL5UZrvm8GRJG5Am/VubdFPgPNtnShoFXEH6EToN2N/2LKUD/kzSRD2vA4cPtBQjPYlzlf1savvJ/HJf4PH8/HrgGEkTSBMrzhlo+aqzNyTtbPvPAJJ2Ig1pDtXdJOkPpF6OkG743djE+gw4PTinjgWuI43SAvhN6XwiaU/S+XYwcIHtU3P5xsAEYBQwhZSqYp6kYfm9tyPdqDjA9rT+/sxhQHoSuI00UfBfysqvzj2tQ+8tJ2k50vXw2bbnS6qnR/MzwA6ShpO+Mz8ATCL9e+1HOnccRjrvQLrmOAy4Oy//40DJVw3RWB1CCCGE9jci/12p5lqhrzxFGpJbd2M16Uf9Tbb3kzSUNKnMgJBndh9Oynt8AekHx711bLoA+E/bUyStBEyWdAtwOHCr7VMlHQ8cT+rVsxewaX5sT5qcZ/s+/jgtq6dxrjLkfG9Jm5EatKYDR+XVbyTdDJhKuiHwqb79FG3jKOCSnLsaYBbpB3XoQtIw22/Z/rqkjwI7k4Z2n2f72iZXb6Bp9JwK8CfbHyrfSe65+jNgd1LPx/skXZ8ns/sBcIbtCfmcdATpXHwEMMv22yUdmNc7oL8/cBiQtrL9aqUFtr9UdGU61LmkG1sPAndK2pA0yWJNtu/J6VimkM5H95PSd/wOmCDpe7nswrzJhcClkqaSelQf2Mefo6VFY3UIIYQQ2prtc/Pf7zThvXl93kKGDx28uCf3APA68ICkWylrsK72I0jSyqSJ2A7P680D5jXyhm0e5x1tbyXpIdvfkfRj0uRQNeUeu8/n53MlPUaabGccqXEV0qzxt5MaVsYBl+ReNxMljZS0TiM9fwdonCsNOb+wQhk5tkf3sp5tG2dJx9o+kzSZ1Nb5/zatOnFXi8T5bmBbSZfaPpQ6jsl204w455EkhwCb2D45T7q3tu2qN6h6cE6t5j3A1Jx2gjzSYlze327AwWX7OonUWD0uP4eUp/xsSWqkl2SLHM91yf8+69v+R7crt5h2inMV/1Oh3nOASbavq7B+U7RznG2fBZxVVjRdUl2pyGx/m2Xn1niKdF7puu6bwMd7Ws+8j7aNczRWhxBCCKGtSTqr1vL+6klim8vveYbJ02ex3YarcvD2o9vuQrCHrs+Pem0CvAj8UtL/Z+/Ow+WqqvSPf98kBMIYIMxTQCOIypQoKKAElAZBoAURVASkm6HBoW1twAkbRFGccEIRkEEwIgjSikAckFYJkoR5+hEhgQCSBJIQCCYkWb8/9q6kUqmqW3WHU8N9P89Tz63adc65+66cnFt3nb3X3plU1+/jEfFyIzt3QZxL5REWStqcNAV822YOIGk0sCtwJ7BJKQEdEc9K2jhvtnzV+Ky0onxDyWrHuRgdHufjSbMkvgvs1q5JamirOA+XdCzwtjyyeiUR0dHJ6xbG+QekmQ/7AmcDC4DrgDc3snOD11SAt0q6l1RD9lMR8SDVr7W7kxb9m5frzpbat8jPl+8TEUskzc/bz2mkv210PjckIkLSDaSyJx2j0+JcwxrADqTF+wAOJ60xcoKk8RHxiZb1LOv0OOeyPoeTSgeV51SbLjs2kDo9zl7UwczMzDrdlPxYA9iNVK/vMWAX0krdA2Lh4qVMmTGXzUeOYMqMuSxcPGDfqq1ExOXVHnV2GUb6d7kwInYFXiZNs16JpBMlTZY0efbs2cvbuyDOv841u88nTf2cTqpL2BBJa5OSMJ/oITnY0KrxjnNrdXicH5Y0Hdhe0n1lj/sl3dfqzpVrozifDOwBjATeU/E4uM5+AEianuN7j6TJuW0DSRMlPZa/rp/bJek7kqblf5fdyo5zbN7+sZw8L7WPzceflvdtKpPRwjjvHhGnAv8EiIi5wPBGdmzimjoV2CYidibdoLmhdIgq20ad9nr7VPatm67PkyQ1dPOgXXRonCu9Ftg3Ir4bEd8lLer3euBfgf1b2rOsC+L8K9JsiSWkz7SlR1vp9Dh7ZLWZmZl1tFKiVNJxwPiIeDW//iFw60B93zWHD2XsNusvH7Gw5vChA/Wt2oqkJ6jyR3ZEbFdjl5nAzIi4M7++lirJ6oi4iC328hoAACAASURBVFS7j3Hjxi0/fqfHOSLOyU+vk/RrYI2ImN/IvkoL+FwHXFU2AvO5UnkPSZsBs3J7adX4kvIV5cv74zi3UCfHOSKOlrQpcAtp4cmm5Xq/k4GnI+JgDdCCdO0S57wI5Z8lTY6IquVlACS9KyIm1nh7fESUj8A9gybq1istIHgWMI507Z6iVGN5bt7mRGASqSb7AcBvG/35WhjnV/O5FACSNiKNtK6rmWtqeSI7Im6S9ANJo6h9rZ0DjJQ0LI+uLr8Gl/aZKWkYsB6pBu1Kuuz6PB44SdIMUiJPpEHXO7W2W7V1aJwrbUFay6X0+28tYPOIWCqpmbVGBkwXxHnLiDig1Z3oSafH2clqMzMz6xabkxZZLP0BuHZuGxCS+MDuW3PYrlt0ZC24PhhX9nwNUj29DWptHBH/kPSUpO0j4lHS6ucPNfrNuiHOkt5G2XRRSUTEFT3sI1Lt5Icj4ptlb5VWhz+PVVeNPy3XT90dmN9MverBGueidXqcI+IfwM71tpF0XUQcXuPtjwMPA+vm1wOyIF27xbleojr7KlArWV2pqbr1eduJEfECgNKiggdIug1YNyLuyO1XAIfRRLK6hXH+DnA9sLGkc0kLqn6u3g7NXlPzjZnnckmLt5BmpT8PzAPG5BstT5MWPftA3u6PuS8TWPX6fCyphvkRwB+aqVfdbudzgw5sdQea1aFxrvQ10roit5FuELydVMd6LeB31XaQtAZwO7A66ffntRFx1kDdTOyCOP9V0psi4v5Wd6SeTo+zk9VmZmbWLc4D7s5/LAK8gxULGg0ISay1+uD6OBURz1c0fVvSn4Ev1Nnto8BVkoaTFpI5vpnv2clxlnQl8BrgHlaUpQnSH3r17AkcA9wv6Z7c9hnSeX6NpBOAJ1mx+M5NwLuBaaRFMJuKce7roIuzpEtJ5RhmRcQbc9v5pDINi4G/A8dHxLz83pmkROpS4GMRcUsv+tqxcW5Q1VkWkrYEDgLOBT6Zk4cDtiBdh8W5VhYhgFslBfCjPPK22br19dpnVmlftXPSiaQR2Gy99daV7xUe54i4StIU0s1PAYdFxMM97NbsNfUI4BRJS0g18Y/K598SSaeRZhgMBS7Ntawh3TSYIOlLwN2sWKz1EuBKSdNIN9SPavZn7rDzmYiY0eo+9EanxblSRFwi6SbSgn0CPhMRpRH+n66x2yJS6ZCX8uyDP0v6LfBJBuBmInR8nPcCjsszDRfR4KwBSdsDPy9r2o702fmK3D6aVMLsyIiYm39HXkD6bLcQOC4ipjbT0U6Oc2f22szMzKxCRPwkf7jePTedkUcBAiDpDWV/UFovqawOKmmk2TjSiPaaIuIeVh6RPZiMA3ZsJskGy8sH1Epg7Vdl+wBObb57XaNXcQYuA77HyknticCZeSG0rwJnAqdL2pGUZHoDadbG7yS9LiI6qxDkwKv1b/Bt4L9Zcb0YsAXpOlCtmO0ZEc/khPRESY/UOUaztZQbqqMMtctTtFJEPALUi0fl9s1eU79HujZUO9ZNpBuEle2Pk5KEle3/ZEUS3KzfSdohIh4p+4xWukG1qaRN6yU58+/Nl/LL1fIjGMCbiR2uV7MG8uzCXWB5SaynSTNEmirt1Ofedwgnq83MzKxr5OT0r2q8fSVpoT/rm2+UPV9CHgXSmq50hAeATYGGS3JYr/QqzhFxu6TRFW3lte4nkUZYQvoDfUJELAKeyKMk30Ka2m91SCqNXp8iaZ9Sc5VNm16QjhojfrtBaURkRMySdD3pfGu2bv1MVpQNKbXfltu3rLK9mXWeT5KuheWf0cqvmfvW2zknT6eQFmj8PmlWkW8mVhERMyTtBYzJA2U2IpUebMZ+wN/zsZoq7dRMibdO5mS1mZmZDRadVaytTUXE+Fb3ocOMAh6S9DfSdFEAIqJXC9RZTQMV54+wYtruFqTkdUmvyiYMAtWutXsCh0h6N6nW/bqkkdYDsiBdB5pe2ZBrzA6JiAX5+f7A2TRZt17SLaSatevn7fYnzRx4QdICSXsAdwIfBr47YD+hmQ2YiDgxP70QuDkiXpT0edIgjXNq77l8/6XALpJGkkb7vr7aZvnroL6ZKKm0YO32wE9II9F/Svo916ijgJ/l582WdlopWd2tcXay2szMzAaLqomMPJpkMvB0RBxcbJc6j6QNgbNINfsC+DNwdpVa1pZ8sdUdGCS+2N8HlPRZ0uyBq0pNVTbrmLIJ/SnXn9+B9PM/GhGLy94+vXL7iDiTVE6FPLL6UxHxQUm/YAAWpGtHqlgAFFi+AGhEvLfKLpsA1+dFsYYBV0fEzZLuoom69TkpfQ5wV97u7NJii8AppFI4I0gLKza8uKKZtaXPRcQ1eeTvu0gjrRsuHxER8/LijHvgm4m1/CuwK2nRSXKpprrl8Mrl35+HkH8n1tu0StsqcezWODtZbWZmZh0vL0KyZUQ81ePGq/o48DBppJ/1bAJp1fjD8+sPkkaevrNlPWpjEfGneu9LuiMi3lpUf7pVf8dZ0rGkhRf3K0uS1iqzMKhIOgj4IWmauIBtJZ0UEb+FVcqo9GTAFqRrJ71ZADTXP965SvvzNFm3PiIuBS6t0j4ZeGPPP4GZdYjS9eUg4IcR8StJX6y3Qy5j8WpOVI8gfZ77KvBHBsnNxCYtjojIC9+WZsE040BgakQ8l183W9ppUHCy2szMzDpe/tB4AzC2zmaLKxskbUn6QH8uqd6f9WyDiCifUvolSYe1rDedb41Wd2CQaDjOkg4gJVHfERELy966Ebha0jdJCyyOAf7Wr73sDN8AxkfENABJrwF+Q4OjciPiNlJNzsG0IF1vFwA1M2vG05J+RE44S1qdtBh2PZsBl+eZhkOAayLi15IeYhDcTOyFa3KMR0r6d1K5sB83sf/RrCgBAk2Wdupr5zuFk9VmZmbWLSZJenNE3FXtzYjYo0rzt4H/Bhqevmf8UdJRwDX59RGkRJX1jpNXxahVBuhnpIWNRkmaSSpxcyawOjAxl2CYFBEnR8SDkq4BHiKVBzk11/kcbGaVEtXZ46wYCWbVeaFVswZIupQ0q2VWRKwy6j/PpLuAVPJmIXBcREzN7x0LfC5v+qWIuLyYXreVI4EDgK/nkdKbAZ+ut0NE3Ecqa1HZPlhuJjZrI+Ba4EVS3eov0ODsQklrksqznFTWfB5NlHYaLJysNjMzs24xHjhJ0gzgZdL09IiInaptLKn0x9CUXEO1qm5duKQPTiKNQr8yvx4KvCzpk6R4u5yKdYyIOLpK8yVV2krbn0uaiTHoSCrVVX5Q0k2kG1ZB+sO66k3CwU7S/5JitA5eaNWsEZcB36N2iZwDSbNaxpBGm14I7C5pA9LNxnGk/3NTJN0YEXMHvMdtJM8G+mXZ62fxTbL+9q6IOB2YWGqQ9A2qrNdQKf/7bFjR1nRpp8HAyWozMzPrFgc2uf2ewCGS3k0qEbCupJ9GxIfKN+rWhUt6KyLqjkKX9IaIeLCo/rQ7STtGxEMVbfvkUghQfQEda5Kk04Cr6iQmHOe+e0/Z8+eAd+Tns4H1i+9OR/h6qztg1kki4nZJo+tscihwRU7kTZI0Mo8e3geYWFo8VNJE0gjjn9U8klkTJJ0C/AewnaT7yt5aB/hLa3rVvZysNjMzs64QETOa3P5M8krceWT1pyoT1dYrVwK7VTZKmg4sIC3+syQixhXcr1a5Ji+u9jXSTZGvkUZ+lRb7O6baTtWmQkv6OWnKKcBIYF5E7JL/sH8YeDS/NykiTu7/H6WtbQrcJWkqaSG5WyrqA1eNszUuIo4HkLRGngZuPSgt/CnpwNIClCWSTgbqLgxq/UfSVqTRupsCy4CLIuKCPCL358BoYDpwZETMlfRBVoyUfAk4JSLuzceaTpXfZ3WOVbN0hTVtC6B8Me2Zua1Wu1l/uZq0NsNXgDPK2heUbpJY/+mp0HpLSTpA0qOSpkk6o+c9rDcc52I4zsVwnIvhOBfDce48EcHLi5a0uhutVm8E6/iI2KWvieoOi/PupNXc/0oqlfAMaVQ/ABHxQI39LiONClsuIt6f47cLcB1lU32Bv5feayZR/fKiJXTDmm8R8TnStPBLgOOAxyR9OS/+Vy/OLddh5zPAA5L+Iuk8Se+WtF6rOwSwLKKdz+XPS9q39ELS6aQRol2njc/nJcB/RcTrgT2AUyXtSEo6/T4ixgC/Z0US6gnSIqs7AeeQZ1iVqfb7rNaxyktXnEgqXVFXm5/PrVTtM0bUaV/1ANKJkiZLmjx79uy63ywiQEPaOm/WCbrhfI6I+RExPSKOjogZZY+2SVR3Q5xL2vY/XV6J9PukC/uOwNH5l4n1I8e5GI5zMRznYjjOxXCcixURt0XEwX08Blff+SSfv+EBhqw1clR/9a0DDein5A6M86vAK8AI0sjqJyJiWU87RcTtQNU/gPIovSPp4/TmF15ezOdveICr73yyK/64ySOp/5EfS0ilKa6V9LWWdqyODjyfiYjXAkcD95NG/98r6Z7W9gqenvdKO5/LhwBflrS3pHNJi5Z1Xb3qdj6fI+LZ0mjmiFhAmo2yBemmQWkhvsuBw/I2fy0rKzQJ2LKBb1P1WJSVroiISUCpdEVNbX4+t9JM0g3gki1JN4Frta8iIi6KiHERMW6jjTaq+Y1K5/Ow9Tb2giV95PO5GN0U57ZNVpN+gU+LiMcjYjEwgS69+9xijnMxHOdiOM7FcJyL4Th3mIWLlzJlxlw2HzmCIautsXar+zMQlGzV85ZVBXCrpCl50crKYzc00qkD43wXKVn9ZmAv0o2na/t4zL2B5yLisbK2bSXdLelPkvautWN5nOfMmcPmI0cwZcZcFi5e2scutZakj0maQiqz8hfgTRFxCjAWOLylnaujA89nJG1Jmh2wN7Ar8CCp9EFLDR86pG3P5YiYQ0pOfx/YHDgiIl5tba/6X6ecz7l00q7AncAmeRG60mJ0G1fZ5QTS9P+SWr/Pah2roRIV5dfnxS/Nb9vzucVuBD6cP4/sAczPsb4F2F/S+pLWB/bPbb1WOp9j6ZLFfe/24NbO1+du0k1xbuea1dUu6Lu3qC/dzHEuhuNcDMe5GI5zMRznDrPm8KGM3WZ9psyYy7JX//lSq/szECIiJN1ASgDWUuuPuj0j4hlJGwMTJT2SRw+Xjt3QQpYdGOcTImJyfv4P4FBJfa2ffDQrj6p+Ftg6Ip6XNBa4IS90+WLljuVx3u71O8Uz815h7Dbrs+bwoX3sUsuNAt5bWbs+IpZJ6tOsiYHUgeczwJOkmzBfbqfa6IuXLmu7c1nSAlaUKAhgOLAdcISkiIh1W9m//tYJ57OktUlllD4RES+miSp1tx9PSlbvVdZc9/dZtcNUaVvl91z59XmT1+wY7XY+F0HSz0iLJY6SNBM4C1gNICJ+CNxEqv09jVT/+/j83guSziFdmwDO7mt5htL5rKHDhvflONae1+du1E1xbudkdY8X9HwXs3Qnc5GkRmrRbd/zJoOK41wMx7kYjnMxHOdiOM5taMqUKXMkzSAlxuZU2WQUGvICsay3o487wSRJb46Iu6q9GRF71Gh/Jn+dJel60uyBqn/cd1OcyxLV5W1X9vZ4koYB76XshkFELAIW5edTJP0deB2wyvcu98Qj98/51tFjnyKWbfChWnFO7dv0tr9FiYgv1Hnv4SL7UqmbzudsV1Li7gN5PYXHgD9FxCWt7NSsxx9+/kNvHT39Q/XiXPD5HBHrFPW9itLJ57Ok1UiJ6qsiolTz/zlJm0XEs7k0x6yy7XcCLgYOjIjnS+11fp/VOlbDJSpKGjyf2/7a3KyIOLqH9wM4tcZ7l5IW2G1YQ+cztO0sgU7Rw/ncMZ812l03xbmdk9U9XtDL7zxKmhwNLNYjqe6H9kHIcS6G41wMx7kYjnMxHOc2FBEbQe14S5ocy5b2afHADjAeOCn/cfcyecRgXoSqKklrAUMiYkF+vj9wdq3tHee63gk8EhEzSw2SNgJeiIilkrYjLeL1eE8HaijOfVwM07rvfI6Ie/MNkb+TSoF8CHg7aXHLVvZrFLTX+Sxpt3rvl2ood5JOPZ9zrf9LgIcj4ptlb90IHAucl7/+Km+/NWkR22Mi4v+VHafe77Oqx8rtp0maQJolVypdUVOD5/PoxiNg1TT4e3B04R3rMvXOZ3/W6D/dFOd2TlbfBYyRtC3wNHAU8IHWdqkrOc7FcJyL4TgXw3EuhuNs7erAXuyzCXB9nm49DLg6Im7u1151mWpTofPI1aNYdWHFtwNnS1oCLAVO7uv0Z7Na8k3P1YG/Av8HvL2y/Iot942y5+Wzo0plQfYttjuD2p7AMcD9WrEg6GdIieVrJJ1AKnHzvvzeF4ANgR/k311LcqKn3u+zWseqWrrCzMyqa9tkdUQskXQaqSj+UODSiHiwxd3qOo5zMRznYjjOxXCci+E4W7vqTVIqIh4Hdh6A7nStWlOhI+K4Km3Xkaa2mw0YSZ/MT38OLMvPNwYOl0TFaFUDImI8gKQRwH+QyqcEKcl/YQu7NuhExJ+pXmINYL8q2/8b8G9V2mv+PsulQqodq2bpCjMzW1XbJqsBIuIm0l3IRlzUz9sNGo5zMRznYjjOxXCci+E4t7VacXR8+5fjXAzHuRidHudS/eXtgTeTShwIeA816s+3SDvG+XLgReA7+fXRwBXAkS3rUd+1Y5y7keNcDMe5GNXi6Rj3v46Ps9JNPjMzMzMzM7P6JN0KHB4RC/LrdYBfRMQBre1Z+5J0b0Ts3FObmZmZwZBWd8DMzMzMzMw6xtbA4rLXi4HRrelKx7hb0h6lF5J2B/7Swv6YmZm1ra5IVks6QNKjkqZJOqPGNpdKmiXpgaL71y0c52I4zsVwnIvhOBfDcS6WpKGS7pb067K2kZKulfSIpIclvbWVfewGjnMxHOdidFmcrwT+JumLks4C7iSVuWi5douzpPsl3QfsDvxV0nRJTwB3kBZG7UjtFudu5TgXw3EuhuNcjG6Jc8cnqyUNBb5PWpl+R+BoSTtW2fQywFPTeslxLobjXAzHuRiOczEc55b4OPBwRdsFwM0RsQNp4aXK9615jnMxHOdidE2cI+Jc4HhgLjAPOD4ivtLaXi3XbnE+mFTT+wBgW+AdwD75+UEF9qO/tVucu5XjXAzHuRiOczG6Is4dn6wG3gJMi4jHI2IxMAE4tHKjiLgdeKHoznURx7kYjnMxHOdiOM7FcJwLJGlLUoLh4rK2dUkj5C4BiIjFETGvNT3sDo5zMRznYnRjnCNiakRckB93t7o/0J5xjogZ9R5F9aM/tWOcu5HjXAzHuRiOczG6Kc7dkKzeAniq7PXM3Gb9y3EuhuNcDMe5GI5zMRznYn0b+G9gWVnbdsBs4Cd52t3FktZqSe+6h+NcDMe5GI5zMRznYjjOxXCci+E4F8NxLkbXxLkbktWq0haF96L7Oc7FcJyL4TgXw3EuhuNcEEkHA7MiYkrFW8OA3YALI2JX4GWgau1w65njXAzHuRiOczEc52I4zsVwnIvhOBfDcS5Gt8W5G5LVM4Gtyl5vCTzTor50M8e5GI5zMRznYjjOxXCci7MncIik6aRyK/tK+inp32BmRNyZt7uW9KHQesdxLobjXAzHuRiOczEc52I4zsVwnIvhOBejq+LcDcnqu4AxkraVNBw4CrixxX3qRo5zMRznYjjOxXCci+E4FyQizoyILSNiNCnOf4iID0XEP4CnJG2fN90PeKhV/ex0jnMxHOdiOM7FcJyL4TgXw3EuhuNcDMe5GN0W52Gt7kBfRcQSSacBtwBDgUsj4sHK7ST9jLTy8ihJM4GzIuKSQjvbwRznYjjOxXCci+E4F8NxbhsfBa7KNwweB45vcX+6leNcDMe5GI5zMRznYjjOxXCci+E4F8NxLkbHxVkRLmtpZmZmZmZmZmZmZq3VDWVAzMzMzMzMzMzMzKzDOVltZmZmZmZmZmZmZi3nZLWZmZmZmZmZmZmZtZyT1WZmZmZmZmZmZmbWck5Wm5mZmZmZmZmZmVnLOVltZmZmZmZmZmZmZi3nZLWZmZlZFZJGS3qgH483XdKoXu57mKQd+6sv7cRxLobjXAzHuRiOczEc52I4zsVwnIvhOA+8wRBjJ6vNzMzM2t9hQNd92G5DjnMxHOdiOM7FcJyL4TgXw3EuhuNcDMd54A1IjJ2sNjMzs64j6QZJUyQ9KOnE3PaSpHMl3StpkqRNcvtr8uu7JJ0t6aUqxxsq6fy8zX2STqrzvTeTdLukeyQ9IGnvRvpXq4+S3gYcApyfj/ma/ohRf3Cci+E4F8NxLobjXAzHuRiOczEc52I4zgPPMW5QRPjhhx9++OGHH3501QPYIH8dATwAbAgE8J7c/jXgc/n5r4Gj8/OTgZfy89HAA/n5iWXbrw5MBrat8b3/C/hsfj4UWCc/nw6MqtW//LpWHy8Djmh1XB1nx9lxdpwdZ8fZcXacHWfH2XF2jAcyxh5ZbWZmZt3oY5LuBSYBWwFjgMWkD30AU0gf9ADeCvwiP7+6xvH2Bz4s6R7gTtIHyzE1tr0LOF7SF4E3RcSCBvtHnT62K8e5GI5zMRznYjjOxXCci+E4F8NxLobjPPAc4wYMG8iDm5mZmRVN0j7AO4G3RsRCSbcBawCvRh4CACyluc9BAj4aEbf0tGFE3C7p7cBBwJWSzo+IKxroH33sY6Ec52I4zsVwnIvhOBfDcS6G41wMx7kYjvPAc4wb55HVZmZm1m3WA+bmD1k7AHv0sP0k4PD8/Kga29wCnCJpNQBJr5O0VrUNJW0DzIqIHwOXALv1sX8AC4B1GtiuSI5zMRznYjjOxXCci+E4F8NxLobjXAzHeeA5xg1ystrMzMy6zc3AMEn3AeeQPujV8wngk5L+BmwGzK+yzcXAQ8BUSQ8AP6L2iIJ9gHsk3U36gHlBH/sHMAH4tKS71SYLxOA4F8VxLobjXAzHuRiOczEc52I4zsVwnAeeY9wgrRjFbWZmZjb4SFoTeCUiQtJRpIVMDm11v7qN41wMx7kYjnMxHOdiOM7FcJyL4TgXw3EeeIM5xm1Zx8XMzMysQGOB70kSMA/4SIv7060c52I4zsVwnIvhOBfDcS6G41wMx7kYjvPAG7Qx9shqMzMzs16Q9CbgyormRRGxeyv6060c52I4zsVwnIvhOBfDcS6G41wMx7kYjvPA64YYO1ltZmZmZmZmZmZmZi3nBRbNzMzMzMzMzMzMrOWcrDYzMzMzMzMzMzOzlnOy2szMzMzMzMzMzMxazslqMzMzMzMzMzMzM2s5J6vNzMzMzMzMzMzMrOWcrDYzMzMzMzMzMzOzlnOy2szMzMzMzMzMzMxazslqMzMzMzMzMzMzM2s5J6vNzMzMzMzMzMzMrOWcrDYzMzMzMzMzMzOzlnOy2szMzMzMzMzMzMxazslqMzMzMzMzMzMzM2s5J6vNzMzMzMzMzMzMrOWcrDYzMzMzMzMzMzOzlnOy2szMzMzMzBomaRtJ78zPR0hap9V9ameSNpF0iaTf5tc7Sjqh1f0yMzNrR05Wm5mZmZmZWUMk/TtwLfCj3LQlcEPretQRLgNuATbPr/8f8ImW9cbMzKyNtW2yWtKlkmZJeqDVfelmjnMxHOdiOM7FcJyL4TgXw3E2M2vaqcCewIsAEfEYsHFLe9T+RkXENcAygIhYAixtbZfMzMzaU9smq0l3nw9odScGgctwnItwGY5zES7DcS7CZTjORbgMx7kIl+E4DzhJ20u6p+zxoiSPKqxD0laS/ijpYUkPSvp4bj9f0iOS7pN0vaSRuX20pFfKYvzD1v4E1sUWRcTi0gtJw4BoYX86wcuSNiTHSdIewPzWdmlwqXNN3UDSREmP5a/r5/ZPl11PH5C0VNIG+b3pku7P700u+x61jiVJ35E0LV+7d2tFDMzMOkXbJqsj4nbghVb3o9s5zsVwnIvhOBfDcS6G41wMx7kYEfFoROwSEbsAY4GFwPUt7la7WwL8V0S8HtgDOFXSjsBE4I0RsROplMCZZfv8vRTniDi5+C7bIPEnSZ8BRkh6F/AL4H9b3Kd290ngRuA1kv4CXAF8tLVdGnRqXVPPAH4fEWOA3+fXRMT5Zb+3zgT+FBHlnxfG5/fHlbVVPRZwIDAmP04ELhywn9LMrAsMa3UH+kLSiaSLPWuttdbYHXbYocd9pkyZMiciNhrovnUTx7kYjnMxHOdiOM7FcJyL4Tj3u/1ISdUZtTYYNWpUjB49uu5BlkVw99SpXRvniHgWeDY/XyDpYWCLiLi1bLNJwBG9/R6jRo2KrbfZhiFS3e18PvdNF57PZwAnAPcDJwE3ARf3tFOeBXAx8EbSCOOPAI8CPwdGA9OBIyNiriQBFwDvJt3cOi4iptY7fiNxhtaczxExVdI7gO0BAY9GxKv19pG0PSk2JdsBXwBGAv8OzM7tn4mIm/I+Z5L+bZYCH4uIW3L7AaR4DgUujojzcvu2wARgA2AqcEz5qPlqOvV8rnVNBQ4F9smbXQ7cBpxesfvRwM8a+Da1jnUocEVEBDBJ0khJm+U+VdVInH1t7rsG4/x8RIwqpkfdyedzMboqzhHRtg/Sh5YHGtl27Nix0Qhgcqt/rnZ7OM6Oczc9HGfHuZsejrPj3K4PUsJjc2Dr0qOJfS8FTuttnJctWxY/vWN6/OeEu2PIWiOntzoWBcV7NPAksG5F+/8CHyrb5mXgbuBPwN49HXfbHd4U/znh7vjpHdNj2bJlNWPe7efzQD+67XwG1gKGlr0eCqzZwH6XA/+Wnw8nJV2/BpyR284Avpqfvxv4LSmxuwdwZ0/H33i71/d4Lkc6eOHnM6nO98iy1+sD/9HE/kOBfwDbAF8EPlVlmx2Be4HVgW2Bv+f9hubn2+W43wvsmPe5BjgqP/8hcEpPfemG87n8mgrMq3hvbsXrNUkzsDYoa3uClNyfApxY1l71WMCvgb3K2n8PjKvXx0bOZ1+b+/5o5HweNnLTOa3uAlSzSQAAIABJREFU50A+gDWAv+Vrw4PA/+T2y/K5fk9+7JLbBXwHmAbcB+zW0/fw+VzMo5vi3LZlQMzMzMys/Uj6KPAcqRzFb/Lj1w3uOxw4hFQ2oPK9EyVNljR59uzZq+6cLVy8lCkz5rL5yBEMWW2NtXvzM3QSSWsD1wGfiIgXy9o/S5rWflVuepZ002BXUsmBqyWtW+V4y+M8Z84cNh85gikz5rJwsdd6a4UOPZ9/D4woez0C+F29HfK5+HbgEoCIWBwR80gjTi/Pm10OHJafLx+JGhGTgJGSNqv3PYYPHdLO5/K/558XgIiYSxod3ageZ6SQYjYhIhZFxBOkRNJb8mNaRDweadT0BODQPHp9X+DavH95/HulE87nWtfUOt4D/CVWLgGyZ0TsRirvcaqkt/f0bau0rVLnvfz6vPil+e18Pg8KpfM5li6pO9ugCywC9o2InYFdgANyXX2AT8eK8mL35Lamy9q0+fW5a3RTnJ2sNjMzM7NmfBzYPiLeEBFvyo+dGtz3QGBqRDxX+UZEXBQR4yJi3EYb1Z6duObwoYzdZn2emfcKy17950u9+xEGnqT35a/b9uEYq5GSKldFxC/L2o8FDgY+mEfJkBNUz+fnU0gjKV9XeczyOI8aNYpn5r3C2G3WZ83hQ3vbzZbqjzi3UqeczxXWiIjlfc3P1+xhn+1IZSt+IuluSRdLWgvYJHIphPx147z9FsBTZfvPzG01LV66rJ3P5SE5OQyApKGkUc6NOoqVy1Cclhfqu7S0iB+1Y1arfUPSSOAlFe291u7nc41r6nOlGyH566yK3SpjT0Q8k7/OIq2/8JYejjUT2KrsEFsCz1T2r/z6PHzt9dr5fB4USuezhg5r5v9qx8k3BUv/X1fLj3qL5jZ9M7HNr89do5vi3LbJakk/A+4Atpc0U9IJre5TN3Kci+E4F8NxLobjXAzHuRiOc688Bczv5b6N1v2sSRIf2H1rzjnsjSx7ed6cvhxrgJUWPryuNzvnxNYlwMMR8c2y9gNINVAPiYiFZe0b5QQYkrYjjXh6vN732GCt4Zxz2Bv5wO5box7qVrexPsW51TrofC73sqTdSi8kjQVe6WGfYcBuwIV59P/LrFh8rpqmR6Ku/urL7Xwu3wpcI2k/SfuSroM3N7JjlRkpFwKvIY2AfBb4RmnTKrtHL9qr9aGhmS/tfD7XuqaSFr48Nj8/FvhV2T7rAe+oaFtL0jql58D+wAM9HOtG4MNK9gDmR5161QBbjBzRzufzoFA6n5fMn/Vkq/sy0CQNlXQP6QbLxIi4M791br4x9i1Jq+e2pm8m+nwuRjfFuW0XWIyIo1vdh8HAcS6G41wMx7kYjnMxHOdiOM6Nk/TJ/PRx4DZJvyFNHQWg4o//avuvCbyLtCBbX/vCWqu37cfYkucl/RHYVtKNlW9GxCE97L8ncAxwf/4DEuAzpDqRqwMT8x8jkyLiZFKJhbMlLSEtrnZyxbT1qjogjj3pa5xbrkPO53IfB34hqTQydDPg/T3sMxOYWZYAuZaUrH6utNBcb0eiAhcBjBs3Ltr4D/RPk659p5CSxLfSwKKU2UozUspnpkj6MSvKMNWLWbX2OaQRkcPy6OqqMc7fc6U41+tsG5/Pta6p55FuJJxAqmP9vrJ9/hW4NSJeLmvbBLg+n2vDgKsjonTjodaxbiLVYZ9GWjD0+J46O0TqioRTsyRdSpo5NCsi3ljl/Q+yYgHMl0h11u/N700HFpB+By6JiHH90B+IZcv6epx2FxFLgV2UFsK9XtIbSTeD/0GaBXIRKe5n08TNRPIC5Vtv3R0J1HbXTdeNtvwtYmZmZmZtZ5389cn8GE4T09jzKOANB6Bf7eog0kjSK1kx8rFhEfFnqv9BeFON7a+jQ0cX91Gf4mzNyaP39wZ2ALYnnaOPRMSr9faLiH9IekrS9hHxKKkG80P5cSwpyVc5EvU0SROA3WlgJGq7kjQEuC8n3n7Yi0OsNCOllNzPL/+VlUf1Xi3pm6QFcMeQFk0TMCaXynmaVNbiAxER+UbPEaQ61iuNKu42da6pkM7HavtcRlpkrrztcWDnGts/X+1YuVzTqY33dlC7DPgecEWN958A3hERcyUdSEqi7l72/viIaKtR/Z0kIuZJug04ICK+npsXSfoJ8Kn8ulc3Ewes09aVnKw2MzMzsx5FxP+0ug+dJC9kNknS2yJittICcxERC1rdt27iOBcrIpZKOjQivsWKJGmjPgpclctaPE4aXTqEfhqJ2q4iYpmkeyVtHRFNlROoMSPla5J2IY1knF56LyIelHQN6QbAEuDUPFoSSacBtwBDgUsj4sF8rNOBCZK+BNxNXgDTrFUi4nZJo+u8/9eyl5NIiVLrA0kbAa/mRPUI4J3AV8tmvYi0+Gr5jbGuuJnYG5L2jIi/9NRmfeNktZmZmZk1TNJE4H0RMS+/Xh+YEBH/0tqeta1tJP2BNDJdkuYBH8mLIFr/6VWcq005l3QOaQGpZaSyFMdFxDP5D/YLSEnUhbl96oD9RO3rL5K+B/ycVHsagJ5iERH3ANWm5Q+GkaibAQ9K+hsrx6xumZpqM1Ii4pg6258LnFul/SaqzMrIo4TfUtlu1iFOAH5b9jqAWyUF8KM8std6thlweZ45MwS4JiJ+LekPOZEt4B7g5Lx919xM7KXvkmZ09dS2Ckn/Cfwb6Vy9nxS7zUizWzYApgLHRMTiXCP8CmAs8Dzw/oiY3k8/Q9tzstrMzMzMmrFRKVENkKfibtzKDrW5S4H/iIj/A5C0F/ATYKeW9qr79DbOl7HqlPPzI+Lz+TgfA75A+iP9QFJphTGk0WQXsvL088Hibfnr2WVtAezbgr50Cs9MMetHksaTktV7lTXvmW8sbkxa1+GRiLi9yr4r1VIe7CLiPmDXKu1Vr+ldeDOxIZLeSvr9t1HZOi4A65JmrfS0/xbAx4AdI+KVPBPmKFLi/1sRMUHSD0nn9YX569yIeK2ko4Cv0vP6EF1jSKs7YGZmZmYdZamk5X/dSdqGKgvr2HILSglUWF431SUq+l+v4pwTGS9UtL1Y9nItVpzfhwJXRDKJtDjdZn3ueYeJiPFVHk5U1xERfwIeIY38Xwd4OLeZWZMk7URaoPTQXCccgIh4Jn+dBVxPjVkDEXFRRIyLiHEbbbRREV0uTB4dbQNjOLA2adDvOmWPF0m1/xsxDBghaRiwJvAs6Ubvtfn9y0klVyB95rg8P78W2E/dsnpiAzyy2szMzMya8Vngz5JKiZa3k0coWVV/k/Qj0gJpQRoVc5uk3aDn0gnWsH6Ns6RzgQ8D84HxuXkL4KmyzWbmtkFTqxNA0nrAWaT/+wB/As6OiPmt61V7k3QkcD5wG2lK/XclfToirq27o5mtJN8s/yWpVML/K2tfCxgSEQvy8/1ZefbHYDFN0rXATyLioVZ3ppvkG4x/knRZRMyA5Qvorl1xk7vW/k9L+jppfYZXgFuBKcC8iFiSNyt9roCyzxwRsUTSfFJZqEGxgKiT1WZmZmbWsIi4OScA9yAlXf4zIgbFB+de2iV/Paui/W24dEJ/6tc4R8Rngc9KOhM4LR+32oimqrMKunya+aWkhbaOzK+PIZVceW/LetT+Pgu8OY/4LC1o9jtWjKYzM0DSz4B9gFGSZpKuvasBRMQPSWWZNgR+kAeZLomIccAmwPW5bRhwdUTcXPgP0Ho7kUpLXJwTqZeS1hXpMZlqDfuKpJOBpaRk83qSvhkR59fbKa/xciiwLTAP+AWpvFil0ueKhj5zdOvnDSerzczMzKxZq5NKJwwDdpRUKqdgFSJifM9bWV8NYJyvBn5DSpjMBLYqe29L4Jka/bkIuAhg3Lhx3VYm5zURcXjZ6/+RdE/LetMZhpQS1dnzuCSn2Soi4uge3v830gJ1le2PAzsPVL86RUQsAH4M/FjS20mzjb6VR1ufExHTWtrB7rBjRLwo6YOkxSZPJyWt6yargXcCT0TEbABJvyTdUB8paVgeXV3+uaL0mWNmLhuyHhVly6B7P284WW1mZmZmDZNUWuDlQWBZbg7AyeoaJB0EvAFYo9QWEYNxevKA6q84SxoTEY/ll4eQag0D3AicJmkCaWHF+RExqEqAZK9I2ivXBUfSnqQpzVbbzZJuISWOIF1Db2phf8ysC+Wa1QcBxwOjgW8AVwF7k645r2tZ57rHapJWI9WW/l5EvCqpkSTxk8AektYk/c7cD5gM/JFU83oCcCzwq7z9jfn1Hfn9P+TFLQcFJ6vNzMzMrBmHAdtHxKJGd5A0krQY0htJie2PRMQdA9S/tpJXdl+TVPf4YtIfHH9rYL+tgCuATUk3BS6KiAskbQD8nPRH6HTgyIiYmxfduYC0qvxC4LjBVA+7D3GuNuX83ZK2J8V9BnBy3vwmUnynkWJ8fP/+FB3jZOCKXLsaYC7pD2qrIGn1iFgUEZ+W9F5gL9LU7osi4voWd29Q6cU1dR9S0uiJfIhflm5+STqAdL0dClwcEefl9m1JCacNgKmkusqLJa2ev/dY0qj690fE9IH+mW1QeoyU/Dw/Iv5a1n5tHmltffcj0rXiXuD2vNB4IzWr78wj3KcCS4C7SSOifwNMkPSl3HZJ3uUS4EpJ00gjqo/q55+jrTlZbWZmZmbNeJxUP7LhZDXpj/qbI+IIScNJScWGRQQLFy9lzeFD6cCF0N8WETtJui8i/kfSN0iLQ/VkCfBfETFV0jrAFEkTgeOA30fEeZLOAM4gTUE9EBiTH7sDF+avDRuMca4x5fySKm3kEU2n9rGfHRtnSR+PiAtIi0ntLGldgHathdomcb4D2E3SlRFxDI393+8obRLnRjR7TQX4v4g4uPwgeeTq94F3kabp3yXpxryY3VeBb0XEhHwD7QTStfgEYG5EvFbSUXm79zfT+Q6Kc0frgjjvFBEvVXsjIj5WdGdq6eQ4R8R3gO+UNc2Q1FApsog4i1XX1ngceEuVbf8JvK+3/czH6Ng4O1ltZmZmZs1YCNwj6feUJaxr/RGUE1pvJyUEiIjFwOJGv1lEcPWdTzJlxlzGbrM+H9h96077wF0qj7BQ0uakUXXb9rRTLi/xbH6+QNLDpJXhDyWNBAa4HLiNlFg5FLgiJ1QnSRopabNGy1QM1jgXrcPjfDzpxtN3gd3aNUkNbRXn4ZKOBd6WR1avJCI6OnndqjjnmSQfBLaLiLMlbQ1sGhE1Z1P04ppay1uAablGMrks0KH5ePsCHyg71hdJyepD83NIi2p+T5IandLfRudzQ/K/z5YR8VSr+9KMTotzDV+u0uf5wOSI+FWV7QvX6XHOMyUOJ83GKM+ptlV5t06Psxd1MDMzM7Nm3AicA/yVtKBM6VHLdsBs4CeS7pZ0saS1KjeSdKKkyZImz549e3n7wsVLmTJjLpuPHMGUGXNZuHhpv/4wBfh1LoNyPmnq53TSNPGGSRoN7ArcCWxSSkDnrxvnzbYAyhMDM3Nb5bEc5xbq8Dg/LGk6sL2k+8oe90u6r9WdK9dGcT4Z2AMYCbyn4nFwnf0AkDQ9x/ceSZNz2waSJkp6LH9dP7dL0nckTcv/LruVHefYvP1jOXleah+bjz8t79tUJqOFcf4B8FagNDNiAWm0c0MavKYCvFXSvZJ+K+kNua3WtXZDYF5eJK28faV98vvz8/aV/eqK63NOwt/Q6n40q9PiXMMawC6kciCPATuRytKcIOnbrexYSRfE+VekG1BLgJfLHm2l0+PskdVmZmZm1rCIuLzJXYYBuwEfzfX6LiBNs/58xXGrrma+5vChjN1m/eUjQ9YcPrRvP0DBIuKc/PQ6Sb8G1oiI+Y3uL2lt4DrgE3n1+ZqbVvv2VfrjOLdQJ8c5Io6WtClwC2nhyablEgqTgacj4uCBqvHbLnHOi1D+WdLkiKhaXgZA0rsiYmKNt8dHxJyy12fQRCkgpZrMZwHjSNeEKblsxdy8zYnAJFJN9gOA3zb687UwzrtHxG6S7gbINaaHN7JjE9fUqcA2EfGSpHeTkq9jqH2trXcNHozX50mS3hwRd7W6I43q0DhXei2wb+mmiaQLgVtJZWvub2XHSrogzltGxAGt7kRPOj3OTlabmZmZWcMkPUH1P7K3q7HLTGBmRNyZX19LSq40+v34wO5bc9iuW3RkzT0ASW+jbLqoJCLiigb2W42UVLmqrFzAc6XyHpI2A2bl9pnAVmW7bwk800QfB22ci9TpcY6IfwA719tG0nURcXiNtz8OPAysm18PSI3fdotzvUR19lWgVrK6UlOlgPK2EyPiBQClOs0HSLoNWLe02K2kK0gL6DacrG5hnF/NNz4i92Mj0qKJdTVzTS0vcxMRN0n6gaRR1L7WzgFGShqWE4Xl1+DSPjMlDQPWIy2Y1pB2O58bNB44SdIM0qhTkQZd79TabtXWoXGutAWwFmn0Pvn55hGxVFLVtUYkrQHcDqxO+v15bUScNVA3E7sgzn+V9KaIaIvkfy2dHmeXATEzMzOzZowD3pwfe5MWmflprY1zcuspSdvnpv2Ah5r5hpJYa/VhHfdBG0DSlcDXgb1YEbdxDewn0kJ/D0fEN8veuhEoTeM/ljQdtdT+4VwKYA9gfqP1qsu+52CM86WSZkl6oKztfEmP5FIK1yuVFym9d2YumfCopH/pZV87Ns4NqnrjStKWwEHAxfm1SDV+r82bXE5KlkJKvJZmcVwL7NdsiYoOi3OtTgZwq6Qpkk7Mbc2WAqrXPrNKe3Mdb02cvwNcD2ws6Vzgz8CX6+3Q7DVV0qalc07SW0i5k+eBu4AxkrbNo7mPAm7MNwn+CBxReayK73EE8IdG61WX9b+TzmdII/1fQ/o/Xip7856W9qgBHRjnSl8jrSvyE0mXAXcDX1cqv/a7GvssIo3G3plUQuSA/DmidDNxDDCXdBMRym4mAt/K2zWlw+O8F2mGyqNqohSWpO2VSjqVHi9K+oR6UdqpUZ0cZ4+sNjMzM7OGRcTzFU3flvRn4At1dvsocFX+w/5x0kJtg8U4YMdmExPAnsAxwP2S7sltnwHOA66RdALwJCtWir8JeDcwjbQI5mCKMfQ+zpcB3yONEiuZCJwZEUskfRU4Ezhd0o6kxNQbgM2B30l6XUR0ViHIgVfr3+DbwH8D6+TXDdf4lVSq8VteDqOb1IrZnhHxjKSNgYmSHqlzjGbLUzRUmgJSLWVSuRC23nrrOl0oRkRcJWkK6eangMMi4uEedmv2mnoEcIqkJaQFXI/K15clkk4jlcMZClwaEQ/mfU4HJkj6EilJWBpRfwlwpaRppBHVR/Xhx+8IETGj1X0YjCLiEkk3kRYCFfCZiCiN8P90jX0CeCm/XC0/ggFaMLQLHNibnSLiUdLNgFJJrKdJN92aKu3U5953CCerzczMzKxhFSM7hpCShOvU2ByAiLiHBka5dqkHgE2BpkY551q3tYbC7Fdl+wBObbp33aO3cb5dabG18rZby15OYsVIyUOBCRGxCHgiJ57eAtzRyz4PGpIOBmZFxBRJ+5Saq2zaVI3fdkui9rdSkikiZkm6nnS+NVsKaCYryoaU2m/L7VtW2b5aP6rWUm6liHgEqJe8r9y+2Wvq90g3sqod6ybSDcLK9sdJ/0aV7f9kRRLcrN9J2iEiHin7jFaaTbGppE0jYmoP+w8lLZb9WtJipX/HNxOriogZkvYCxkTET5TKEK3d5GH2A/6ej9VUaadmZ811KierzczMzKwZ3yh7vgSYDhzZmq50hFHAQ5L+RppqC0BE9GqBOqtpoOL8EeDn+fkWpOR1Sa/KJgwC1RKCewKHKC1UtwapZvW36WON33ZMovbS9MqGPG1/SEQsyM/3B85mRUmJ81i11MRpkiaQRt/NzwntW4Avl6aW5+OcGREvSFqQp/vfCXwY+O6A/YRmNpA+SbpxV/4ZrfyauG+9nfMMoV1y2avrgddX2yx/HdQ3EyWVFqzdHvgJaST6T0m/5xp1FPCz/Hyl0k55Jg3ULuHkZLWZmZmZWbmIGN/qPnSYL7a6A4PEF/v7gJI+S7ohc1WpqcpmHVE2ob/lkj47kH7+RyNicdnbp1duHxFnksqpkEdWfyoiPijpF6SR6xOoXuP3DnpZ47fdqGIBUGD5AqAR8d4qu2wCXJ9rjQ4Dro6ImyXdRROlgHJS+hxSrWWAs0uLLQKnkErhjCAtrNjw4opm1j4iolTT/kLg5oh4UdLngd2Ac5o4zjylxVf3wDcTa/lXYFfSopPkUk11ZxiWy78/DyH/Tqy3aZW2QXNTwMlqMzMzM2uYpA2Bs0gLzARpYauzq9SyNiAi/lTvfUl3RMRbi+pPt+rvOEs6lrQg2H5lSdJaZRaq9adb/0hH0kHAD0nTxAVsK+mkiPgtrFJGpSeDosav0gKgrwHuAUo1zoOVa6WvJJeU2LlK+/M0WQooIi4FLq3SPhl4Y88/gZl1iM9FxDW5TMW7SCOt69Y6zmUsXs2J6hHAO0mLJpYWDO36m4lNWhwRISlg+SyYZhwITI2I5/LrZks7raRbP284WW1mZmZmzZgA3A4cnl9/kFQm4Z0t61FnW6PVHRgkGo6zpANISdR3RMTCsrduBK6W9E3SAotjgL/1ay87wzeA8RExDUDSa4Df0OCo3Ii4jVSTczDV+O3tAqBmZs0o3Qw7CPhhRPxK0hd72Gcz4PJct3oIcE1E/FrSQwyCm4m9cI2kH5FGnv87qVzYj5vY/2hWlACBJks79bXzncLJajMzMzNrxgYRUT6l9EuSDmtZbzqfk1fFqFWu42ekhY1GSZpJmjVwJrA6MDGXYJgUESdHxIOSrgEeIpUHOTXX+RxsZpUS1dnjrBgJZtX1agFQM7MmPZ0Tqe8EvippdVICuqaIuI9U1qKyfbDcTGzWRsC1wIukutVfoMEBG5LWJI14P6ms+TyaKO00WDhZbWZmZmbN+KOko4Br8usjSKMqzTpORBxdpfmSKm2l7c8Fzh24HrUvSaW6yg9Kuol0DQjSH9Z31dxxEJP0v6QYrYMXWjXrkaRLSSWYZkXEKiVqlO4gXkBK4i0EjouIqfm9Y4HP5U2/FBGXF9PrtnIkcADw9VzWYzPg0y3uU7d5V0ScDkwsNUj6BlXWa6iUZ2ttWNHWdGmnwcDJajMzMzNrxkmkVeevzK+HAi9L+iTps/W6LetZG5K0Y0Q8VNG2Ty6FANUX0LEmSToNuCoi5tbapMj+dKn3lD1/DnhHfj4bWL/47nSEr7e6A2Yd5jLge9Su534gqQTTGFJphAuB3SVtQJoZM450g2iKpBvr/E7oSjkZ+suy18/iGR39QtIpwH8A20m6r+ytdYC/tKZX3cvJajMzMzNrWETUXfFc0hsi4sEq7dOBBaR6iksiYtzA9LDtXJMXV/saqW7y10h/TJcW+zum2k7VRpdJ+jlpyinASGBeROwiaTTwMPBofm9SRJzc/z9KW9sUuEvSVNJCcrdU1AeuGmdrXEQcDyBpjTwN3HpQWvhT0oGlBShLJJ0M1F0Y1PqPpK1ICdBNgWXARRFxQU5y/hwYDUwHjoyIuZI+yIqRki8Bp0TEvflY06ny+6zOsWqOBraVRcTt+XdaLYcCV+Tr+yRJI/Po4X2AiRHxAoCkiaQRxj+reSSz5lxNWpvhK8AZZe0LSued9Z+6tWvMzMzMzJp0ZZ33xkfELoMoUQ1p5NdWwF9JpRKeAfYsvRkRD9TY7zLSH9rLRcT7c/x2Aa6jbPQU8PfSe4MwUU1EfI400u4S4DjgMUlfzov/1YuzNe8BSX+RdJ6kd0tar9Ud6gCfl7Rv6YWk00lJNyvOEuC/IuL1wB7AqZJ2JCWdfh8RY4DfsyIJ9QRpkdWdgHOAiyqOV+33Wa1jlY8GPpE0Gth6ZwvgqbLXM3NbrfZVSDpR0mRJk2fPnj1gHbXuEhHzI2J6RBwdETPKHk5UD4C2TlZLOkDSo5KmSTqj5z2sNxznYjjOxXCci+E4F8NxLobj3O/6pdzCy4uWsPLA2I71KvAKMII0svqJiFjW004RcTtQ9Q+gPErvSAZ4xFhE8PKiJQP5LfpVHmn3j/xYQipNca2kr7WyX8siuuVcBiAiXgscDdxPGv1/r6R7WturnrX4fD4E+LKkvSWdS1q0rCPrVXfq+RwRz5ZGM0fEAtJslC1INw1KtY0vBw7L2/y1rITEJGDLBr5N1WNRNho4IiYBpdHAffl5QEPaOp8zQKp9xog67as2RlwUEeMiYtyGo0Z15PncbQbx+VyoTopz23ZS0lDg+6S7kDsCR+c7n9aPHOdiOM7FcJyL4TgXw3EuhuM8IGr91RfArZKmSDqx3gFeeHkxn7/hAa6+88lu+CPyLlKy+s3AXqRz7No+HnNv4LmIeKysbVtJd0v6k6S9+3h8IoKr73ySz9/wAEPWGjmqr8cbaJI+JmkKqczKX4A3RcQpwFjg8Fb27el5r3TLuQyApC1JswP2BnYFHiSVPmhbrT6fI2IOKTn9fWBz4IiIeLXofvSHbjifc5mJXYE7gU1yXd9Sfd+Nq+xyAmn6f0mt32e1jtXwqN9GlM7nYettvHVvj9HBZpJmK5VsSZqxVKu9rm44nzvdID+fC9NpcW7bZDXpbvO0iHg8IhYDE/BUqYHgOBfDcS6G41wMx7kYjnMxHOcmKNmq5y2r2jMidiPdGDhV0tsrjr18Wu6cOXPYfOQIpsyYy8LFS/vc7xY7ISK+EBGvRsQ/IuJQ4Fd9PObRrDyq+llg64jYlbT45dWSqi502ej054WLlzJlxlw2HzmCIautsXYf+1uEUcB7I+JfIuIXpURgHsV+cCs7NnzokG45l0ueBD4B/DYi3hoRB0XEV1rdqXpadT5LWiDpRUkLgGnA64D3AS9KerGofvSnTj+fJa1NKqP0iYjo8d9A0nhSsvr0sua6v8+qHaZK2yrZ0Wavz7F0yeKe+t+FbgQ+nD+P7AHMzzcGbgH2l7S+pPWB/XNbXZ1+PneDQX4+F6bT4tzOCyxWu/u4e/lCfPW0AAAgAElEQVQG+S5m6U7mIkmN1KLbvudNBhXHuRiOczEc52I4zsVwnIvhODchIkLSDaTRqrVU/RAcEc/kr7MkXU+6UXB72fsXkWuCatjwBWcetc+ipQvn61uLX3miyuFGAXOAbXr3kxQnIiZXaatX17suScOA91L2bxARi4BF+fkUSX8nJcWqfe8VcZZmS5rBiniu/L2Gj9h26JrrxZIFz6/e2/4WJeL/s3fncXJVdfrHP08SAiGAAcImEAgOA6LDkkRBUQRcBlyIu4AiMFFEwWUY/QnMjAsMDuM6MC6IEAMOEBBlZBxEEBVcCJCE3YAESDCChCVhCZiQ5Pv745yCSqequ7rTfW5V9fN+vepVVecuderJze3uc889Jz7Xy7J5JevS058X3Lf8jGkH/OUbhy6FBjnTQcdzthfpLoHD89BJ9wDXRsS5VVZqzpw5j7bb8Rx9TEjbiTr5eJa0Hqmh+oKIqI35/7CkbSLioTw0x+K69XcHzgEOjojHauW9/Dxrtq+Wev329/xMsNmAgmhjki4iTZY4XtIi4PPAegARcRZwBWmiyvmkySqPzssel3Qq6W4mgFNaGUu4xeO57Y7lTtPH+Xn8iLHjiBXLt66gal2lm3Ju58bqPq8+9jiZz25lsh5Ja/3SPsw55zKccxnOuQznXIZzLsM5998sSa+IiJsaLYyIfXqWSRoLjIiIp/LrNwGnNPuAWLli47xdw7xb/XfoUm8A7oqIRbUCSVsAj0fEKkk7kSbxuq+vHUXEFnn7pjk/t/yZ4ZrzoFm94pkNoHuO54i4NV8QuZc0FMgHgP1Ik1tWWa+2O54lTepteW0M5U7SqcezJJGO0XkR8fW6RZcDRwKn5+ef5PUnkCaxPSIi/li3n95+njXcVy4/XtJM0gXxWm/gplo5ntsx53UVEYf1sTyA45osmw5M78/ntXg879iffdraejueJc1e9fSSrjuWq9BNObdzY/WAxhyyfnPOZTjnMpxzGc65DOdchnPuvwOAj+SeG8tIDf4REbv3ss1WwGWprYBRwIURceWQ17SDNepdlnuuHsraEyvuB5wiaSWwCji2lR5lZgORL8atD/we+A2wX0QsrLZWbetrda/rL4Qqvz+wbHWGtX2BI4Db9cKEoCeTGpYvkTSNNMTNe/KyzwGbA9/OP7tW5saf3n6eNdtXw97AZmbWWDs3Vt8E7CxpIvBn0i/mh1dbpa7knMtwzmU45zKccxnOuQzn3H8H93eDiLgP2GMI6tK1mvUui4ijGpT9iHRru9mQkXRCfnkxsDq/3hJ4lyR69FY1ICIOAJA0BvgYafiUIDXyf6fCqg07EfFbGt9NBfD6But/CPhQg/KmP8/yUCGN9tW0N7CZma2tbRurI2KlpONJg+KPBKZHxJ29bHJ2i7tudb1hwTmX4ZzLcM5lOOcynHMZzrn/CvegbJZj1+ZbEedcRqfnXBt/eRfgFaQhDgS8jbrx59tAO+Z8HvAkcGZ+fxhwPvDeymq07tox527knMtwzmU0ytMZD76Oz1npIp+ZmZmZmZlZ7yRdBbwrIp7K7zcGfhgRB1Vbs/Yl6daI2KOvMjMzM4MRVVfAzMzMzMzMOsYEYEXd+xXAjtVUpWPcLOn5yWcl7Q38rsL6mJmZta22HQbEzMzMzMzM2s4PgBslXUYaf/kdpGEurAdJt5MyWg/4oKQH8vsdgD9UWTczM7N21RU9qyUdJOluSfMlndhknemSFku6o3T9uoVzLsM5l+Gcy3DOZTjnMpxzWZJGSrpZ0k/ryhZIul3SLZJmV1m/buGcy+imnCPiNOBoYAmwFDg6Iv692lolbZjzW0ljeh8ETAReB+yfX7+lcF0GTRvm3JWccxnOuQznXEa35NzxY1ZLGgn8EXgjsAi4CTgsIv7QY739gKeB8yPi5cUr2uGccxnOuQznXIZzLsM5l+Gcy5N0AjAF2CQi3prLFgBTIuLRKuvWTZxzGc65DOdchnMuwzmX4ZzLcM5ldEvO3dCz+pXA/Ii4LyJWADOBqT1XiojrgMdLV66LOOcynHMZzrkM51yGcy7DORckaTtSr8Nzqq5LN3POZTjnMpxzGc65DOdchnMuwzmX0U05d0Nj9bbAn+reL8plNriccxnOuQznXIZzLsM5l+Gcy/pP4P8Bq3uUB3CVpDmSjilfra7jnMtwzmU45zKccxnOuQznXIZzLqNrcu6Gxmo1KOvssU3ak3MuwzmX4ZzLcM5lOOcynHMhkt4KLI6IOQ0W7xsRk4CDgePysCs2AM65DOdchnMuwzmX4ZzLcM5lOOcyui3nbmisXgRsX/d+O+DBiurSzZxzGc65DOdchnMuwzmX4ZzL2Rc4JI+vNxM4UNJ/A0TEg/l5MXAZaXgWGxjnXIZzLsM5l+Gcy3DOZTjnMpxzGV2Vczc0Vt8E7CxpoqTRwKHA5RXXqRs55zKccxnOuQznXIZzLsM5FxIRJ0XEdhGxIynnX0bEBySNlbQxgKSxwJuAOyqsakdzzmU45zKccxnOuQznXIZzLsM5l9FtOXd8Y3VErASOB34OzAMuiYg7e64n6SLgemAXSYskTStb087mnMtwzmU45zKccxnOuQzn3Ba2An4r6VbgRuD/IuLKiuvUjZxzGc65DOdchnMuwzmX4ZzLcM5ldGTOivBwi2ZmZmZmZmZmZmZWrY7vWW1mZmZmZmZmZmZmnc+N1WZmZmZmZmZmZmZWOTdWm5mZmZmZmZmZmVnl3FhtZmZmZmZmZmZmZpVzY7WZmZmZmZmZmZmZVc6N1WZmZmbWESQdJemb+fWxkj5YdZ26jTMuwzmX4ZzLcM5lOOcynHMZzrmMTs15VNUVMDMzMzOTJEARsbqV9SPirCGuUtdxxmU45zKccxnOuQznXIZzLsM5l9HNObtntZmZmZlVQtKOkuZJ+jYwF9i+wTpHS/qjpGuBfevKvyDp0/n1SyRdKWmOpN9I2rXYl2hzzrgM51yGcy7DOZfhnMtwzmU45zKGS85urDYzMzOzKu0CnB8Re0XEwvoFkrYBvkj6RfuNwG5N9nE28PGImAx8Gvj2ENa3EznjMpxzGc65DOdchnMuwzmX4ZzL6PqcPQyImZmZmVVpYUTMarJsb+DXEfEIgKSLgb+tX0HSRsCrgR9KqhWvP0R17VTOuAznXIZzLsM5l+Gcy3DOZTjnMro+ZzdWm5mZmVmVlvWxPPpYPgJYGhF7DlJ9upEzLsM5l+Gcy3DOZTjnMpxzGc65jK7P2cOAmJmZmVm7ugHYX9LmktYD3tNzhYh4Erhf0nsgTTYjaY/C9exkzrgM51yGcy7DOZfhnMtwzmU45zK6Imc3VpuZmZlZW4qIh4AvANcDvyBNJNPI+4Fpkm4F7gSmFqlgF3DGZTjnMpxzGc65DOdchnMuwzmX0S05K6Kv3uFmZmZmZmZmZmZmZkPLPavNzMzMzMzMzMzMrHKeYNHMzMzMKifpBtaeifyIiLi9ivp0I2dchnMuwzmX4ZzLcM5lOOcynHMZ3ZyzhwExMzMzMzMzMzMzs8p5GBAzMzMzMzMzMzMzq5wbq83MzMzMzMzMzMyscm6sNjMzMzMzMzMzM7PKubHazMzMzMzMzMzMzCrnxmozMzMzMzMzMzMzq5wbq83MzMzMzMzMzMyscm6sNjMzMzMzMzMzM7PKubHazMzMzMzMzMzMzCrnxmozMzMzMzMzMzMzq5wbq83MzMzMzMzMzMyscm6sNjMzMzMzMzMzM7PKubHazMzMzMzMzMzMzCrnxmozMzMzMzMzMzMzq5wbq83MzMzMzMzMzMyscm6sNjMzMzMzs5ZJ2kHSG/LrMZI2rrpOZmZm1h3cWG1mZmZmZmYtkfRh4FLgu7loO+B/qqtR+5O0laRzJf0sv99N0rSq62VmZtaO2raxWtJ0SYsl3VF1XbqZcy7DOZfhnMtwzmU45zKccxnO2ayrHAfsCzwJEBH3AFtWWqP2NwP4OfDi/P6PwKcqq42ZmVkba9vGatIP9IOqrsQwMAPnXMIMnHMJM3DOJczAOZcwA+dcwgyccwkzcM79Iml7Sb+SNE/SnZI+mcu/IukuSbdJukzSuFy+o6RnJd2SH2dV+w2siy2PiBW1N5JGAVFhfTrB+Ii4BFgNEBErgVXVVml46eWcupmkqyXdk583zeWfqTuf3iFplaTN8rIFkm7Py2bXfUazfUnSmZLm53P3pCoyMDPrFG3bWB0R1wGPV12Pbuecy3DOZTjnMpxzGc65DOdchnMekJXAP0XES4F9gOMk7QZcDbw8InYn9c48qW6beyNiz/w4tnyVbZi4VtLJwBhJbwR+CPxvxXVqd8skbU5u1Je0D/BEtVUadpqdU08EromInYFr8nsi4iu18ynpPHttRNT/HDsgL59SV9ZwX8DBwM75cQzwnSH7lmZmXWBU1RVYF5KOIZ3sGTt27ORdd921z23mzJnzaERsMdR16ybOuQznXIZzLsM5l+Gcy3DOZTjnNUXEQ8BD+fVTkuYB20bEVXWrzQLePdDPGD9+fEzYYQdGSL2u1805lzB+/PjYcccde11ndQQ3z53bKTmfCEwDbgc+AlwBnFNpjWgtZ6jseD4BuBx4iaTfAVvQx/9dSbsAF9cV7QR8DhgHfBh4JJefHBFX5G1OIv3brAI+ERE/z+UHAWcAI4FzIuL0XD4RmAlsBswFjqjvNd9Ipx7Pzc6pwFRg/7zaecCvgc/22Pww4KIWPqbZvqYC50dEALMkjZO0Ta5TQ63k7HPzumsx58ciYnyZGnUnH89ldFXOEdG2D2BH4I5W1p08eXK0Aphd9fdqt4dzds7d9HDOzrmbHs7ZOXfTwzmvc3YPAJv0KP9f4AN16ywDbgauBV7b134n7vp38Y8zb47/vn5BrF69etjnPFSP3o7n1atXx39fvyD+cebNMWLsuAVV17WVBzAWGFn3fiSwYQvbjSNNzHgXMA94FamR9Grgnvy8aV5XwJnAfOA2YFJf+99yp5f2eSxH2nklxzOpo9jLgJcD6/Vz25HAX4AdgC8An26wzm7ArcD6wETg3rzdyPx6J2B0Xme3vM0lwKH59VnAR/uqSzccz/XnVGBpj2VLerzfkHRn0GZ1ZfeTGvfnAMfUlTfcF/BT4DV15dcAU3qrYyvHs8/N6/5o5XgeNW7rR6uu51A+gA2AG/O54U7gi7l8Rj7Wb8mPPXP5kJyffTyv+6Obcm7bYUDMzMzMzIY7SRsBPwI+FRFP1pX/M+m29gty0UPAhIjYi9SL80JJmzTY3zGSZkua/eijj/LicWOYs3AJz6zw8LlVeGbFKuYsXMKLx41hxHobbFR1fVp0DTCm7v0Y4BctbHcGcGVE7ArsQWqwHrRhE0aPHNG2x7Kk44CNIuLOiLgD2EjSx/qxi9eThvlZ2Ms6U4GZEbE8Iu4nNSS9Mj/mR8R9kXpNzwSmShJwIOkCAqSewG/v3zdbUyccz83Oqb14G/C7WHMIkH0jYhLpOD1O0n59fWyDsrXGea8/P694+om2PZ6Hi9rxHKtW9nq3QRdYDhwYEXsAewIH5aGKAD4TLwwvdksu66rzczfpppzdWG1mZmZmNsgkvSc/T1yHfaxHalS5ICJ+XFd+JPBW4P25lwy5geqx/HoOqSfl3/bcZ0ScHRFTImLK+PHjeXDps0zeYVM2HD1yoNWs1GDkXKUNR49k8g6b8uDSZ1n93F+frro+LdogIp6va369YW8b5Asn+wHn5m1WRMRSUgPreXm1+sbS54dNiIhZwDhJ2/T2GStWrW7nY/nD+fsCEBFLSEN5tOpQ1hyG4vg8Ud/02iR+pCEt/lS3zqJc1qx8c1JP4JU9yges3Y/nJufUh2vHVn5e3GOzntkTEQ/m58XAZaQLAr3taxGwfd0utgMe7Fm/+vPz6I1e1M7H87BQO541ctToqusylPJ5tvb/db386G3S3G47P3eNbsq5bRurJV0EXA/sImmRpGlV16kbOecynHMZzrkM51yGcy7DOZcxTHOuTXz4o4FsnHs9ngvMi4iv15UfRBoD9ZCIeKaufAtJI/PrnUg9nu7r7TM2GzuaU9/+cg7fewLqY9zqNrZOOVdNEofvPYFT3/5yVi9b+mjV9WnRMkmTam8kTQae7WObnUhjLH9f0s2SzpE0Ftgq8ri9+XnLvH6zBtY11PdEXf+5Ze18LI9QXcXy/9WWGsAkjQYOIU1kCakX40tIPSAfAr5WW7XB5jGA8kZ1eD7nRx55pNEqtfXa9nhudk4ljSV+ZH59JPCTum1eBLyuR9lYSRvXXgNvAu7oY1+XAx9Usg/wRPQyXjXAtuPGtPPxPCzUjueVTyx+oOq6DDVJIyXdQrrAcnVE3JAXnZYvjH1D0vq5rKXzcz0fz2V0U85tO8FiRBxWdR2GA+dchnMuwzmX4ZzLcM5lOOcyhmnOj0n6FTBR0uU9F0bEIX1svy9wBHB7/gMS4GTSOJHrA1fnP0ZmRcSxpF6rp0haSZpc7dget603NHb9tv1zoFXrmnPlJHXav8MngR9KqvUM3QZ4Xx/bjAImAR+PiBskncELQ3400lJDakScDZwNMGXKlGjjP9CvAi6RdBbpexwLXNnitgcDcyPiYYDaM4Ck75HGQ4bee+82Kn+U1CNyVO5d3bC3b/7MNXLurbJtfDw3O6eeTvq3mUYax/o9ddu8A7gqIpbVlW0FXJaPtVHAhRFR+7dstq8rgDeThmZ5Bji6r8qOkLqiwam/JE0n3Tm0OCJe3mD5+3lhAsynSeOs35qXLQCeIv0MXBkRUwahPhCrV6/rftpdRKwC9pQ0jnR8v5x0MfgvpAtrZ5NyP4V+DGtDnjh7woTuaEBtd9103mjLnyJmZmZmZh3uLaTGuR/wQs/HlkXEb2n8B+EVTdb/ER3au3gdrVPO1j+5R/BrgV2BXUjH6F0R8Vwfmy4CFtX11ruU1Fj9sKRtIuKhgQyb0EE+A3wE+Cgps6uAc1rc9jDqhqGo5ZXfvoM1e/VeKOnrwItJd1fcmD9v5zxUzp9Jw1ocHhGRL/S8mzSO9Rq9irtNL+dUSGOCN9pmBmmSufqy+0hjrjda/7FG+8rDNR3Xem2HtRnAN4Hzmyy/H3hdRCyRdDCpEXXvuuUHRERb9ervJBGxVNKvgYMi4qu5eLmk7wOfzu9bHtaGFi9ymfXkxmozMzMzs0GWJzKbJenVEfFIHrM3IuKpquvWTZxzWRGxStLUiPgGLzSStrLdXyT9SdIuEXE3qUHvD/lxJKlHas9hE46XNJPUENXnsAntStII4LbcS/Ssfm67IfBGUkN3zZcl7Unqybigtiwi7pR0CSnTlcBxubckko4Hfg6MBKZHxJ15X58FZkr6N+Bm8pjiZlWJiOsk7djL8t/XvZ1Faii1dSBpC+C53FA9BngD8B91FxJFmk+g/sJYV5yfrX25sdrMzMzMbOjsIOmXwMakYVOXAv+QJ0G0wTOgnBvdci7pVNIEUqtJPX2PiogH8x/sZ5Bu538ml88dsm/Uvn4n6ZvAxcDzwyO0kMXHgQvyGMz3kYZCGMEgDZvQriJitaRbJU2IiH6NfZvHpd+8R9kRvax/GnBag/IraHBXRu4l/Mqe5WYdYhrws7r3AVwlKYDv5p691rdtgPPynTMjgEsi4qeSfpkbsgXcQhq+CLro/DwQkvaNiN/1VdZk238EPkQ6Vm8nZbcN6e6WzYC5wBERsSKPEX4+MBl4DHhfRCwYzO/SztxYbWZmZmY2dKYDH4uI3wBIeg3wfWD3SmvVfQaa8wzWvuX8KxHxr3k/nwA+R/oj/WDS0Ao7k3qTfYc1bz8fLl6dn0+pKwvgwN42iohbgEZjyA6HYRO2Ae6UdCNrNvC3/ZjqZu1I0gGkxurX1BXvmy8sbkma1+GuiLiuwbZrjKU83EXEbcBeDcobntO78PzcX/9FGn6sr7I1SNoW+ASwW0Q8m++EOZTU8P+NiJiZ5zWYRvr9YhqwJCL+RtKhwH/Q9/wQXcON1WZmZmZmQ+epWgMqpHFTJXmIisE3oJwb3XIeEU/WvR3LCxNHTQXOz3+oz5I0rsf4wcNCRBxQdR060BerroBZt5C0O2nM94PzOOEARMSD+XmxpMtIdw2s1VjdzWMpSxpZG/7HBpekV5Eu1m4h6YS6RZuQhlhqxShgjKTngA2Bh0gXeg/Py88DvkBqrJ6aX0Oa5+GbkpR/B+l6I6qugJmZmZlZF7tR0ncl7S/pdZK+Dfxa0iRJvfbCsX4Z1JwlnSbpT8D7ST2rAbYF/lS32qJcNqxIepGkr0uanR9fk/SiquvVziLiWuAu0jA1GwPzcpmZ9YOkCcCPSUMl/LGufKykjWuvgTfRj3H1u8h8SV+RtFvVFelCo4GNSA3OG9c9niRNVNuriPgz8FXSkFcPAU8Ac4ClEbEyr1b/e8Xzv3Pk5U/QY1iobuae1WZmZmZmQ2fP/Pz5HuWvpoWhE6xlg5pzRPwz8M+STgKOz/tVo1Ubbd/lt5lPJzUCvTe/P4I05Mo7K6tRm5P0XuArwK9Jx9F/SfpMRFxaacXM2oyki4D9gfGSFpHOvesBRMRZpIuHmwPfTtMIsDIipgBbAZflslHAhRFxZfEvUL3dSUNLnJMnd50OzOxxx5ANQL7AeK2kGRGxEJ6fQHejVvKVtCmpt/REYCnwQ9LwYmt9VG2TXpbV77crf99wY7WZmZmZ2RDxkAllDGHOFwL/R2owWQRsX7dsO+DBJvXp2tvMgZdExLvq3n9R0i2V1aYz/DPwiohYDJAnLfsF6dZuM8si4rA+ln+INEFdz/L7gD2Gql6dIiKeAr4HfE/SfsBFwDckXQqcGhHzK61gd/h3SccCq0g9o18k6esR8ZU+tnsDcH9EPAIg6cekC+rjJI3Kvafrf6+o/c6xSNIo4EXA4z132q2/b7ix2szMzMxsCEl6C/AyYINaWUSc0nwLG4jBylnSzhFxT357CGn4BoDLgeMlzSRNrPjEcBuvOntW0msi4rcAkvYFnq24Tu1uRK2hOnsMD8lpZoNM0kjgLcDRwI7A14ALgNcCVwB/W1nlusduEfGkpPeTMv0sqdG6r8bqB4B9JG1I+pn5emA28CvSMCIzgSOBn+T1L8/vr8/LfzlcxqsG/4A0MzMzMxsyeWb39wEfJ93S+R5ghxa2217SryTNk3SnpE/m8s0kXS3pnvy8aS6XpDMlzZd023AbD3sdcr6I9IfgLpIWSZoGnC7pDkm3kcY9/WRe/QrgPmA+qefaxwb9i3SGY4FvSVogaQHwTeAj1Vap7V0p6eeSjpJ0FKm3/hUV12lYGcA5dX9JT0i6JT8+V7evgyTdnc+3J9aVT5R0Q97XxZJG5/L18/v5efmOZb+9DSP3kIaa+EpE7BURX4+Ih/OQQ8NxWJShsJ6k9YC3Az+JiOdoMiRYvYi4gXQ3zVzgdlJ77Nmkxu4TJM0nDXFzbt7kXGDzXH4CcOJaO+1i7lltZmZmZjZ0Xh0Ru0u6LSK+KOlrpMmh+rIS+KeImJsnjZoj6WrgKOCaiDg9N5KcSPpD52Bg5/zYmzST/N79qWhE8MyKVWw4eiR53M9OMqCcm9xyfm6DMnKPpuPWsZ4dm7OkT0bEGaTxOfeQtAlAu46F2g45S1o/IpZHxGckvRN4DeliytkRcVkllRpk7ZBzi/p7TgX4TUS8tX4nuefqt4A3km7Tv0nS5RHxB+A/gG9ExMx8AW0a6Vw8DVgSEX8j6dC83vv6U/kOyrmjdUHOu0fE040WRMQnSlemmQ7P+bvAAuBW4DpJO5AmWexTRHyetefWuA94ZYN1/0q68D5gnZyzG6vNzMzMzIZObXiEZyS9mHT7/8S+NsrDSzyUXz8laR5pZvippMmnAM4jTdj22Vx+fm5QnSVpnKRtWh2mIiK48IYHmLNwCZN32JTD957QaX/YDCjn0jo856OBM4D/Aia1ayM1tFXO1wOTJP0gIo6gtQtVHaOqnJU+5P3AThFxiqQJwNYRcWMvde3vObWZVwLz8xjJ5GGBpub9HQgcXrevL5Aaq6fm15B6Vn5Tklq9pb+NjueW5H+f7SLiT1XXpT86LecmvtSgzk8AsyPiJw3WL67Tc46IM4Ez64oWSmq7+Uk6PWcPA2JmZmZmNnR+KmkcaSzDuaTeODP7s4N8y/hewA3AVrUG6Py8ZV5tW6C+YWBRLuu5r2MkzZY0+5FHHnm+/JkVq5izcAkvHjeGOQuX8MyKVf2pYjtY55xL6PCc5+VhP3bJQ83UHrfnIVPaRhvlPFrSkcCrJb2z56OqSg2WCnP+NvAqoHZnxFOk3s4tafGcCvAqSbdK+pmkl+WyZufazYGleZK0+vI1tsnLn8jr96xXV5yfcyP8/1Rdj/7qtJyb2ADYkzQcyD3A7sBmwDRJ/1llxWo6Pec8rM/hkk6W9Lk8RNDJVderp07P2T2rzczMzMyGSEScml/+SNJPgQ0i4olWt5e0EfAj4FN5Qp+mqzb6+Ab1aThr/IajRzJ5h02f74Gz4eiRrVaxLaxrzqV0cs4RcZikrYGfkyaebFttlPOxpB7A44C39VgW9NHTOl8ceApYBayMiCmSNgMuJk2etgB4b0Qsyb1ZzwDeDDwDHBURc/N+jgT+Je/23yLivFw+GZgBjCGNof3J/kzgVWHOe0fEJEk3A+TvP7qVDftxTp0L7BART0t6M6nxdWean2t7OwcPx/PzLEmviIibqq5Iqzo0557+BjiwdtFE0neAq0jD1txeZcVquiDnn5AuOM0Blldcl6Y6PWc3VpuZmZmZDSFJryY1LI3K74mI81vYbj1So8oFEVFr1Hq4NryHpG2Axbl8EbB93ebbAQ/2o44cvvcE3r7Xth05tiEMPOeSOj3niPgLsEdv60j6UUS8q8mykcBs4M8R8VZJE0k94DcjNQ4eERErJK0PnA9MJg3p8r6IWNBqPdsl54j4LfBbSbMjouFY6ACS3hgRVzdZfEBEPFr3/kT6MW59btz+PDCF1EHX3zIAACAASURBVEA6J4+xvCSvcwwwi9RYfRDws1a/X4U5P5ePpcj12AJY3ddG/Tmn1g9zExFXSPq2pPE0P9c+CoyTNCo3FNafg2vbLJI0CngR8HirX7Zdjud+OgD4iKSFwDJSg31ExO7VVqu5Ds25p22BsaTGVPLrF0fEKklt0bDaBTlvFxEHVV2JvnR6zh4GxMzMzMxsiEj6AfBV0sRqr8iPKS1sJ9JEf/Mi4ut1iy4HjsyvjyT18KmVf1DJPsATrY5XXfeZjF1/VMf9QQPrlPN0SYsl3VFX9hVJd+UhLi7Lw4vUlp0kab6kuyX9/QDr2rE5t2inXpZ9EphX9742Id3OwBLSRHRQNyEd8I28Xr+0U869NVRn/fl+U0njIZOf315Xfn4ks0gNp9sAfw9cHRGP5wbqq4GD8rJNIuL63Jv6/Lp9tayinM8ELgO2lHQa8FvgS71t0N9zqqSt8zZIeiWp7eQx4CZgZ0kTc2/uQ4HLc4a/At7dc189PuPdwC/704M916FtjucWHQy8hDSO99uAt7L23QVtpwNz7unLwC2Svi9pBnAz8FVJY4FfNNpA0gaSbsxD3twp6Yu5fKKkGyTdI+ni2t0LeRiMi/PPwhuUhtXplw7P+feS/q6/G0naRdItdY8nJX1K0maSrs45Xy1p07y+JJ2Zc75N0qQBfGbH5uye1WZmZmZmQ2cKsFt/GyaAfYEjgNsl3ZLLTgZOBy6RNA14gBdmir+CdPv/fNIQAEeva8U7zEBzngF8k9RQV3M1cFJErJT0H8BJwGcl7UZqmHoZ8GLgF5L+NiI6ayDIodfw30DSdsBbgNOAE3JD4JBMSNeBmrUkBHCVpAC+m4eJWGOMZUl9jVvfW/miBuVrV046htQDmwkTJvTjaw2NiLhA0hzg9aTs3h4R8/rYrL/n1HcDH5W0kjSB66H5+Fsp6XjScDgjgekRcWfe5rPATEn/RmokrF2kOBf4gaT5pB7Vh67D1+8IEbGw6joMRxFxrqQrSBOBCjg5Imo9/D/TZLPlpKFDns53H/xW0s+AE0gXE2dKOot0EfE71F1MlHQo6WLb+4bwa7Wb1wBHSbqflF1Ldw1ExN2k8cRrdxn9mXTRrV93ywzJN2pDbqw2MzMzMxs6dwBbA/3q5ZyHD2jWgPX6BusHcFy/a9c9BprzdT17hUXEVXVvZ/FCT8mpwMyIWA7cnxueXglcP8A6Dzf/Cfw/YOP8vuUJ6STVJqSrHw6j7RpR10GzRvh9I+LB3CB9taS7etlHf8dSbmkcZWg+lnKVIuIuoLc8eq7f33PqN0kXshrt6wrSBcKe5feRzgk9y//KC43gZoNO0q4RcVdd79vaBaqtJW1dG7++kfz7w9P57Xr5EfhiYjMHD8I+Xg/cGxELJU0F9s/l5wG/JjVWP3+3DGkM+HHKQxYNwue3PTdWm5mZmZkNnfHAHyTdSN1EPBHR1hPUdaChyvkfSJPZQWpAnVW3rGlP1GFurQZBSW8FFkfEHEn7N1uPQZqQrlvUekRGxGJJl5EaQvs7bv0iXmgIqZX/Opdv12B9M+s8J5Au3H2trqz+nHhgbxvnnr5zSBM0fgu4F19MbCg3ML8G2Dkivq80Zv5G/dzNocBF+XV/75ZxY7WZmZmZma2TL1RdgWHiC4O9Q0n/DKwELqgVNVit2ZAXXflHek0eu3RX0ve/OyJW1C3+bINN9gUOkfRmYANgE1JP6yGZkK4DLehZkMeYHRERT+XXbwJO4YXxj09n7XGRj5c0k3Sr+BO54ePnwJdq46Dm/ZwUEY9LekppjPsbgA8C/zVk39DMhkxEHJNffge4MiKelPSvwCTg1Ba2XwXsqTRHw2XASxutlp+H9cVESbUJa3cBvk/qif7fpJ9zrWw/GjiENMRYr6s2KFsrx279fcON1WZmZmZmQyQiru1tuaTrI+JVperTrQY7Z0lHkiYEe33drc3Neq42qk9X/pEOIOktwFmknncCJkr6SET8DNYaRoVcdhL5D/Pcs/rTEfF+ST8kDbMyk8YT0l3PACekazeSXg3sSN3f4BFxfn5+Z4NNtgIuyxNjjQIujIgrJd1EP8atz43Sp5ImBgQ4JSJqDf8fJY3bPgb4WX6YWef6l4i4JPf8fSOpp3XLYx1HxFJJvwb2wRcTm3kHsBcwF9IdMJI27n2TNRwMzI2Ih/P7/t4ts4Zu/X3DjdVmZmZmZtXZoOoKDBMt5yzpIFLv4NdFxDN1iy4HLpT0ddIEizsDNw5qLTvD14ADImI+gKSXAP/HwBo6h8WEdJJ+ALwEuAWoTcgZrDmx5xry+Md7NCh/jH6OWx8R04HpDcpnAy/v+xuYWYeonV/eApwVET+R9IXeNsjDWDyXG6rHAG8gTZr4K4bJxcR+WhERkSe+rd0F0x+H8cIQINDPu2XWqeYdxI3VZmZmZmbVGU5/4FWp2XAdF5HG8x0vaRHweVIP4PVJE9oBzIqIYyPiTkmXAH8gDQ9yXL51erhZXGuozu7jhZ5gfYqIX5PGTB5OE9JNAXYbZg06ZlbenyV9l9zgLGl9YEQf22wDnJfHrR4BXBIRP5X0B4bBxcQBuCRnPE7Sh0lzW3yvlQ0lbUjq8f6RuuLT6cfdMsOFG6vNzMzMzGxYiojDGhSf26Cstv5pwGlDV6P2Jak2VMWdkq4ALiFdBHgPLwwxYY3dAWzNMJkYy2ygJE0nDcG0OCLW6vWvdAXxDFIj3jPAURExNy87EviXvOq/RcR5ZWrdVt4LHAR8NfeU3gb4TG8bRMRtpGEtepYPl4uJ/bUFcCnwJGnc6s+RLg70Kd+ttXmPsn7fLTMcuLHazMzMzGyISNotIv7Qo2z/3LsUGk+gY/0k6XjggohY0myVkvXpUm+re/0w8Lr8+hFg07VXN0n/S2rQ3xj4g6QbgeW15RFxSFV1M2tTM4Bv0nyInINJQzDtTBoa4TvA3pI2I90ZM4X0f26OpMt7+ZnQlXJj6I/r3j+EL5INtjdGxGeBq2sFkr5G48mFbYDcWG1mZmZmNnQuyePVfpk0bvKXSX9M1yb7O6LRRo16l0m6mNSLB2AcsDQi9pS0IzAPuDsvmxURxw7+V2lrWwM3SZpLGpv35z2GXGiYs7UuIo4GkLRB7llnfftq1RWwRNL2pAbQrYHVwNkRcUZu5LyYNPnlAuC9EbFE0vt5ofHpaeCjEXFr3tcC4CnS+MArI2JKLm+2r6a9gW1NEXFd/pnWzFTg/Hx+nyVpXO49vD9wdW3yUElXk3oYX9R0T2b9IOmjwMeAnSTdVrdoY+B31dSqe/U1do2ZmZmZmQ3c3qTZ3H9PGirhQWDf2sKIuKPJdjNIf2g/LyLeFxF7RsSewI+o6z0F3FtbNgwbqomIfyH1tDsXOAq4R9KX8uR/veVs/XeHpN9JOl3SmyW9qOoKtauIuDYirgU2rL2uK3tp1fUbZlYC/xQRLwX2AY6TtBtwInBNROwMXJPfA9xPmmR1d+BU4Owe+zsgn2+n1JU121d9b+BjSL2BbWC2Bf5U935RLmtWbjZYLiTdYXR5fq49JkfEB6qsWDdq68ZqSQdJulvSfEkn9r2FDYRzLsM5l+Gcy3DOZTjnMpzz0BvmGT8HPAuMIfWsvj8iVve1UURcR5q4aC25l957GeIeYxHBsuUrh/IjBlXuafeX/FhJGpriUklfrrJeqyPopnn1IuJvgMOA20m9/2+VdEu1tepbxcfzv0o6sPZG0mdJPUQ7TqcezxHxUK03c0Q8RbobZVvSv0NtbOPzgLfndX5fN4TELGC7Fj6m4b6o6w0cEbNIE7Nts47fBzSirdtzhkijIZ2il/K1dyAdI2m2pNmLFz/Skcdzt+mE4zkinoiIBRFxWEQsrHs0/F2tHXVCzjVtW8k8E+m3SFchdwMOy1c+bRA55zKccxnOuQznXIZzLsM5Dz1nzE2kxupXAK8hff9L13GfrwUejoh76somSrpZ0rWSXruO+yciuPCGB/jX/7mDEWPHjV/X/Q01SZ+QNIc0zMrvgL+LiI8Ck4F3VVm3Py99lgtveKBrGkQkbUe6O+C1pEm57iQNfdC22uB4PgT4kqTXSjqNNGlZR45X3Q3Hcx5mYi/gBmCrPK5vbXzfLRtsMg34Wd37AK6SNEfSMXXlzfY1qL1+a8fzqBdtOWGg++hgi0h3K9VsR7pjqVn5WiLi7IiYEhFTlq83tuOP5043zI/nYjot57ZtrCb9AJ8fEfdFxApgJh169bnNOecynHMZzrkM51yGcy7DOQ+94Z7xtIj4XEQ8FxF/iYipwE/WcZ+HsWav6oeACRGxF3ACcKGkTRptWN+j7JFHHmn6Ac+sWMWchUt48bgxjFhvg43Wsb4ljAfeGRF/HxE/jIjnAHIv9rdWWbHRI0cwZ+ESnlmxqspqDKYHgE8BP4uIV0XEWyLi36uuVG+qPp4j4lFS4/S3gBcD764do52m049nSRuRhlH6VEQ82cL6B5Aaq+snT9s3IiaRLsIeJ2m/vnbToGyt1tH+np9j1coVfdW/C10OfFDJPsAT+cLAz4E3SdpU0qbAm3JZrzr9eO4Gw/x4LqbTcm7nxmqPOVSGcy7DOZfhnMtwzmU45zKc89Ab1hlHxOwGZT8Y6P4kjQLeSV1P1ohYHhGP5ddzgHuBv21Sn+d7lG2xxRZNP2fD0SOZvMOmPLj0WVY/99enB1rfUvIFgYVNls0rXZ96K1atZvIOm7Lh6JFVVmMw7UWaqO5wSddLOl/StKor1ZuqjmdJT0l6UtJTwHzS/8v3AE9K6rOhtB118vEsaT1SQ/UFEVEb8//h2pAc+Xlx3fq7A+cAU2vnWICIeDA/LwYuI12U7W1fLfX67e/5WSNHjW75y3cISRcB1wO7SFokaZqkYyXV5mK4AriP9P/pe6QJ78hDMZxKupvpJuCUVoZn6OTjuVt08/HcTjot51FVV6AXfV59zLfc1G67WS6plYlTdul7lWHFOZfhnMtwzmU45zKccxnOeei13KMM59yKNwB3RcSiWoGkLYDHI2KVpJ1Ik3jd19eO5syZ86ikZcCjdcXj13yvLSHGDlLdh6XF981b9oFX7XhXj9mXeuTMeGCHgtUasIi4VdK9pIsirwU+AOxHmtyyMnPmzHla0t09iis9niNi41KfVUqnHs95rP9zgXkR8fW6RZcDRwKn5+ef5PUnkCaxPSIi/li3n7HAiIh4Kr9+E3BKb/vK5cdLmkmadLfWG7ip1o5ndm3lu3eSiDisj+UBHNdk2XRgen8+r8XjeTj+rjGohuvxXFo35dzOjdV9Xn2MiLPJs/JKmt1jJt6GJK3Vu2WYc85lOOcynHMZzrkM51yGcx56Lfcowzk/L/cu2x8YL2kR8PmIOBc4lLUnVtwPOEXSSmAVcGwrPcoiYoueWff13gbkrp4ZNsl5x+I1G4D8/2594PfAb4D9mvVqL+zuFnMudjxLmtTb8sgT/nWYTj2e9wWOAG7XCxOCnkxqWL4k3x3wAKnnO8DngM2Bb6d2blbm77gVcFkuGwVcGBFX5m2a7esK4M2k3sDPAEe3UN+WjucWv7s119LxXL5aXcfHcxldk3M7N1bfBOwsaSLwZ9Iv5odXW6Wu5JzLcM5lOOcynHMZzrkM5zz0nPEANOtdFhFHNSj7EenWdrMhI+mE/PJiYHV+vSXwLkn06K1qydfqXtffUaL8/sCy1Rm+IuK3NL7TB+D1Ddb/EPChBuX3AXs0+YzHmuyraW9gMzNbW9s2VkfESknHkwbFHwlMj4g7K65W13HOZTjnMpxzGc65DOdchnMees7YrGvUhrTYBXgFaYgDAW8DrquqUu0sIg4AkDSGNLbua0iN1L8BvlNh1czMzNpW2zZWA0TEFaRbZlpx9iCvN2w45zKccxnOuQznXIZzLsM5D71+ZgzOuaSeGfb13vqvUYYdl3NEfBFA0lXApIh4Kr//AvDDCqtW0845nwc8CZyZ3x9GmqTyvRXVZ120c87dxDmX4ZzLcM5ldE3OSnekmJmZmZmZmfVO0l3AHhGxPL9fH7g1Ijpi0qYqSLo1Ivboq8zMzMzavGe1mZmZmZmZtZUfADdKuow0pMU7SD2HrbmbJe0TEbMAJO0N/K7iOpmZmbWlEVVXYDBIOkjS3ZLmSzqxyTrTJS2WdEfp+nUL51yGcy7DOZfhnMtwzmU45zKccxmSFki6XdItkmZLGifpUkl3SZon6X15We3xpKRPVV3vTtONOUfEacDRwBJgKXB0RPx7lXVq15xznW4D9gZ+n+t5P3A9sN9Qf/5ga9ecu41zLsM5l+Gcy+i2nDt+GBBJI4E/Am8EFpFmnD8sIv7QY739gKeB8yPi5cUr2uGccxnOuQznXIZzLsM5l+Gcy3DO5UhaAEyJiEfz+/OA30TEOZJGAxtGxNK8bCTwZ2DviFhYVZ07kXMuo11zlrRDb8s77d+5XXPuNs65DOdchnMuo9ty7oae1a8E5kfEfRGxApgJTO25UkRcBzxeunJdxDmX4ZzLcM5lOOcynHMZzrkM51wBSZuQenmeCxARK2p/0GSvB+5t1z9oOoVzLqOdco6Ihb09hvrzh1I75dzNnHMZzrkM51xGN+TcDWNWbwv8qe79ItJtVja4nHMZzrkM51yGcy7DOZfhnMtwzuUEcJWkAP4PeAT4vqQ9gDnAJyNiWV73UOCiaqrZ8ZxzGc65DOdchnMuwzmX4ZzL6Kqcu6FntRqUdfbYJu3JOZfhnMtwzmU45zKccxnOuQznXM6+ETEJOJj0R8sk4DsRsRewDDgRIN86egjww6oq2uGccxnOuQznXIZzLsM5l+Gcy+iqnLuhsXoRsH3d++2AByuqSzdzzmU45zKccxnOuQznXIZzLsM5FxIRD+bnxcDlwJMRcUNefCnpjxxIf/TMjYiHy9ey8znnMpxzGc65DOdchnMuwzmX0W05d0Nj9U3AzpIm5isEh5L+YWxwOecynHMZzrkM51yGcy7DOZfhnAuQNFbSxrXXwKuBByXtkld5PVCb1PIw2vxW0XblnMtwzmU45zKccxnOuQznXEY35qyIzr+zUtKbgf8ERgLTI+K0ButcBOwPjAceBj4fEeeWrGenc85lOOcynHMZzrkM51yGcy7DOQ89STsBl+W3o4ALSeMbngOMBu4DjgaWk8YQ3ykinqigqh3NOZfhnMtwzmU45zKccxnOuYxuzLkrGqvNzMzMzMzMzMzMrLN1wzAgZmZmZmZmZmZmZtbh3FhtZmZmZmZmZmZmZpVzY7WZmZmZmZmZmZmZVc6N1WZmZmZmZmZmZmZWOTdWm5mZmZmZmZmZmVnl3FhtZmZmZmZmZmZmZpVzY7WZmZmZma0TSV+Q9Omq69HtnHMZzrkM51yGcy7DOQ89Z1xGO+TsxmozMzMzsy6hxL/jDzHnXIZzLsM5l+Gcy3DOQ88ZlzGccx6WX9rMzMzMrFtI2lHSPEnfBuYC2zdY52lJX5M0V9I1krbI5b+WNCW/Hi9pQX59lKQfS7pS0j2Svly3r4Pyfm6VdE3dx+yW93efpE8M5XeugnMuwzmX4ZzLcM5lOOeh54zLcM6JG6vNzMzMzDrfLsD5EbFXRCxssHwsMDciJgHXAp9vYZ97Au8D/g54n6Tt8x9E3wPeFRF7AO+pW39X4O+BVwKfl7TewL9O23LOZTjnMpxzGc65DOc89JxxGcM+51ElP8zMzMzMzIbEwoiY1cvy1cDF+fV/Az9uYZ/XRMQTAJL+AOwAbApcFxH3A0TE43Xr/19ELAeWS1oMbAUs6t/XaHvOuQznXIZzLsM5l+Gch54zLmPY5+ye1WZmZmZmnW9ZP9eP/LySF/4m2KDHOsvrXq8idXRR3bY9NVq/2zjnMpxzGc65DOdchnMees64jGGfsxurzczMzMy63wjg3fn14cBv8+sFwOT8+t307XrgdZImAkjabBDr2A2ccxnOuQznXIZzLsM5Dz1nXEbX59yNVyDMzMzMzGxNy4CXSZoDPEEatxDgq8Alko4AftnXTiLiEUnHAD9WmqF+MfDGIapzJ3LOZTjnMpxzGc65DOc89JxxGV2fsyKa9fg2MzMzM7NuIOnpiNio6np0O+dchnMuwzmX4ZzLcM5DzxmXMRxy9jAgZmZmZmZmZmZmZlY5DwNiZmZmZtYlJN0ArN+j+Ihu74FTmnMuwzmX4ZzLcM5lOOeh54zLGM45exgQMzMzMzMzMzMzM6uchwExMzMzMzMzMzMzs8q5sdrMzMzMzMzMzMzMKufGajMzMzMzMzMzMzOrnBurzczMzMzMzMzMzKxybqw2MzMzMzMzMzMzs8q5sdrMzMzMzMzMzMzMKufGajMzMzMzMzMzMzOrnBurzczMzMzMzMzMzKxybqw2MzMzMzMzMzMzs8q5sdrMzMzMzMzMzMzMKufGajMzMzMzMzMzMzOrnBurzczMzMzMzMzMzKxybqw2MzMzMzMzMzMzs8q5sdrMzMzMzMzMzMzMKufGajMzMzMzM2uZpB0kvSG/HiNp46rr1M4kbSXpXEk/y+93kzSt6nqZmZm1o7ZtrJY0XdJiSXdUXZdu5pzLcM5lOOcynHMZzrkM51yGcy7DOVsJkj4MXAp8NxdtB/xPdTXqCDOAnwMvzu//CHyqstqYmZm1sbZtrCb9QD+o6koMAzNwziXMwDmXMAPnXMIMnHMJM3DOJczAOZcwA+dcwgycsw2944B9gScBIuIeYMtKa9T+xkfEJcBqgIhYCayqtkpmZmbtqW0bqyPiOuDxquvR7ZxzGc65DOdchnMuwzmX4ZzLcM5lOGcrZHlErKi9kTQKiArr0wmWSdqcnJOkfYAnqq3S8CJpe0m/kjRP0p2SPpnLN5N0taR78vOmufwzkm7JjzskrZK0WV62QNLtednsus9oti9JOlPSfEm3SZpURQZmZp2ibRurzczMzMzMrO1cK+lkYIykNwI/BP634jq1uxOAy4GXSPodcD7w8WqrNOysBP4pIl4K7AMcJ2k34ETgmojYGbgmvycivhIRe0bEnsBJwLURUX8x8IC8fEpdWcN9AQcDO+fHMcB3huxbmpl1gVFVV2BdSDqGdLJn7Nixk3fdddc+t5kzZ86jEbHFUNetmzjnMpxzGc65DOdchnMuwzmX4ZzLcM7ljdlk09hm2+3ZbOzoXtfroJxPBKYBtwMfAa4AzulrI0nj8novJ/Uw/gfgbuBiYEdgAfDeiFgiScAZwJuBZ4CjImJub/sfP3587Ljjjk2XP75sBctWrGTxwvlPx8oVRSeEjIi5kl4H7AIIuDsinuttG0m7kLKp2Qn4HDAO+DDwSC4/OSKuyNucRPq3WQV8IiJ+nssPIuU5EjgnIk7P5ROBmcBmwFzgiPpe84106vEcEQ8BD+XXT0maB2wLTAX2z6udB/wa+GyPzQ8DLmrhY5rtaypwfkQEMEvSOEnb5Do11MrxvODe+ctXr3hmgxbqZU20cjy327HciXw8l9FVOUdE2z5Iv7Tc0cq6kydPjlYAs6v+Xu32cM7OuZseztk5d9PDOTvnbno4Z+c8XB/b7fyy+MeZN8fTf32uK3IGxgIj696PBDZsYbvzgA/l16NJja5fBk7MZScC/5Ffvxn4Galhdx/ghr7239vx/PRfn4t/nHlzfOXKu2LUuK0frSCz44Bxde83BT7Wj+1HAn8BdgC+AHy6wTq7AbcC6wMTgXvzdiPz651y7rcCu+VtLgEOza/PAj7aV1264XjO58kHgE2ApT2WLenxfkPS8Eqb1ZXdT2rcnwMcU1fecF/AT4HX1JVfA0xpUK9jgNnA7AkTJjTNtnY8j9x4/INVZ9npj1aO53Y+lgfjAWwA3JjPDXcCX8zlM/Kxfkt+7JnLBZwJzAduAyb19RmtnJ99PK/7o5ty9jAgZmZmZmZmQ2TFqtVM3mFTNhw9suqqDJZrgDF178cAv+htA0mbAPsB5wJExIqIWErqcXpeXu084O359fM9USNiFjBO0jYDrfCGo0cyeYdNeXDps6x+7q9PD3Q/6+DD+fsCEBFLSL2jW/V64N6IWNjLOlOBmRGxPCLuJzUkvTI/5kfEfZF6Tc8Epube6wcCl+bt6/NvqtOPZ0kbAT8CPhURT7awyduA38WaQ4DsGxGTSMN7HCdpv74+tkHZWuO8R8TZETElIqZssUXzjry141kjR/Xevd361OnH8yBZDhwYEXsAewIH5XH1AT4TeTiciLgllw3qsDY+nsvotJzbtrFa0kXA9cAukhZJmlZ1nbqRcy7DOZfhnMtwzmU45zKccxnOuYzhmLOk9+TniVXXpZltx43h8L0nkNoGu8IGEfF8g29+vWEf2+xEGrbi+5JulnSOpLHAVpGHQsjPW+b1twX+VLf9olw2IJI4fO8JnPr2l7N62dJHB7qfdTBCdQeApJGkXs6tOpQ1h6E4Pk/UN702iR/NM2tWvjmpJ/DKHuVrkXSMpNmSZq//3LKOPZ4lrUdqqL4gIn6cix+uXQjJz4t7bNYzeyLiwfy8GLiMdEGgt30tArav28V2wIPr8D04fO8JrHxi8QMD3YclXXh+7rdax9v8dr386G3S3EG9mOjjuYxOy7ltx6yOiMOqrsNw4JzLcM5lOOcynHMZzrkM51yGcy5jmOZ8EmmCvx8BkyquS0MjpG5rCFkmaVLkMaQlTQae7WObUaR/n49HxA2SzuCFyecaaaknav0Y7BMmTOi1ApIYu35lf/5eBVwi6SzS9zgWuLKVDSWNBg4hHeuQejGemvdzKvA10vjfzTJr1EEtell/7cKIs4GzAaZMmRKdeDzniwXnAvMi4ut1iy4HjgROz88/qdvmRcDrgA/UlY0FRkQa93os8CbglD72dTnpAsNMYG/giehlvOoWvw/E6tXrsg/ryvPzgOQLaHOAvwG+lc/THwVOk/Q58oShEbGc5hfAHuqxz36dn308D71OyrltG6vNzMzMzMz68JikXwETJV3ec2FEHFJBnbrdJ4EfSqr1DN0GKttQHgAAIABJREFUeF8f2ywCFkXEDfn9paTG6odrE80NpCdqz0bUgXyZQj5Dmozyo6RG4qtoYVLK7GBgbkQ8DFB7BpD0PdJ4yNB7Zo3KHyX1iByVe1evU2/fDrAvcARwu6TacAYnkxqWL8l3ojwAvKdum3cAV0XEsrqyrYDLcgPnKODCiKhdeGi2rytI47DPJ00YevQgf7euIWk6/H/27jzerqq+///rTSDMGBCQeVKK8rWMUVCcAOEHqGDrBFhEi8Wxaq0WbJ2KQ52tihMKApZBRClUUaQqIipDEsMkUCImGEBACAFECUnevz/WOuRwc+6954Zkn+G+n4/Hftyz1x7uOp/snHvvZ6/9WbwYuMv20ztsfzXLJsB8kFJn/eq6bS7wAGWC0cW2pzfS6SFgewmwW50I9zxJT6fcIPsD5SmQkyhxP4EJlLVhMD6fow8lWR0REREREYPqRZQRu9+kjDCNVaiOvnsu8FRgJ0rS4kbbj4x1nO0/SPq9pJ1s30SpwfybujQyErVXJK0GXFMTb19ZgVMcQVsZilZyv67+DXBdfX0BcKakzwBbUOrJXkn5N9qxlsq5jVLW4kjbrjd6Xk6pY/2YUcXDxvZldE6yQbkeOx1zKmWSufa2W4BdR9n/nk7nsm3KJJsxvlOBE4HTR9n+O+D5thdIOpiSDN2rbfu+tntR6mco2L5P0iXAQbY/VZsflvQN4F11faWWtYnoJMnqiIiIiIgYSHXCuMslPdv23XUiP9t+oNd9G0a2l0g6zPZnWZYk7dY/AmfUsha3UEaXrsaQj0S1vVTS1ZK2sT2hWqGS1gEOoIzKbvmEpN0oIxnntrbZvl7SOZQbAIuBt9TRkkh6K3ARMAU4xfb19VzHAWdL+jDwa+oEmBG9YvtSSduNsf2XbauXUxKl8ThI2gR4pCaq1wZeCHy87akXUSZfbb8xNhQ3E1eEpH1s/2K8tnh8kqyOiIiIiIhBt62knwDrU8rT3gf8ve2ZYx3U6ZFzSR+iTCC1lFKW4rW2b69/sH+OkkR9qLbPWmXvqH/9QtKJwLeAR8sjjBcL27OBTo/lT4aRqJsD10u6ksfGbMwyNbYfokyE2N521Bj7fwT4SIf2Cyk3AEa238KyyQEjBs0xwA/a1g38SJKBr9YyFMuZSC3lSWJz4LT65MxqwDm2vyfpJzWRLWA2pdY+DNHNxBX0BZafI6NT23Ik/RPwesq1ei0ldptTnm7ZCJgFHGV7kaQ1KU8Y7AncA7zK9tyV9B76XpLVEREREREx6E4B3mz75wCSngN8A9hlnONOZflHzj9p+331PG8D3k/5I/1gSmmFHSmjyb7MYx8/nyyeXb+e0NZmYL8e9GVQ/HuvOxAxTCTtS0lWP6eteZ96Y3FT4GJJN9q+dOSxw1xLWdKU1hMV3bJ9DbB7h/aOn+lDeDOxK5KeRfn5t4mkd7Zt2oDy1Mp4x28JvA3Y2faf65Mwh1MS/5+1fXadhPcYyu8XxwALbD9F0uHAxxl/foih0Wlm4IiIiIiIiEHyQCtRDY/Wpx23FEhNZNw7ou3+ttV1WTZx1GHA6S4up0xOt/nj7vmAsb1vhyWJ6jHY/hlwI2Xk//rADbUtIiZI0i6UCUoPq3XCAbB9e/16F3Aek/OpgTmSPilp5153ZAhNBdajDPpdv225n1L7vxurA2tLWh1YB7iDcqP33Lr9NErJFSi/c5xWX58L7F+f8JoUMrI6IiIiIiIG3ZWSvkqZiM6U0UeXSNoDxi9RMZKkjwCvARYC+9bmLYHft+02v7YtV6tzmB8zl/QE4APA82rTz4ATbC/sXa/6m6RXAp8ELqE8Uv8FSe+2fe6YB0bEY0jaBvgupVTC/7W1rwusZvuB+vpAHvv0x2SxC2W07tfr5K6nAGePuAkbK6DeYPyZpFNtz4NHJ9Bdr5v42r5N0qco8zP8GfgRMBO4z/biulvr9wpo+53D9mJJCylloR4zgeiw/r6RkdURERERETHodgP+ipJE/SDwNMrjup8GPjXRk9n+N9tbA2cAb63NnUY0dXyE3PZJtqfbnr7JJptM9Nv3u1Moo9ZfWZf7KSVXYnT/BjzD9tG2X0MZ8fm+Hvcpou9IOgv4FbCTpPmSjpH0RkmtesnvpyTsviRptqQZtf1JwGWSrgauBL5v+4eNv4Ees/2A7a/ZfjbwL5SfiXdIOk3SU3rcvWHxH5I2qDdFfgPcJOnd4x0kaUPKaOntgS0oT24d3GHX1u8VXf3OMay/b2RkdUREREREDDTb+46/1wo5E/g+5Q/++cDWbdu2Am5fRd+3nz3Z9sva1v9d0uye9WYwrFZLE7TcQwaORSzH9hHjbH89ZYK6ke23ALuuqn4NijpJ4osoE/dtR7lhewbwXMrEiH/Vs84Nj51t3y/p1ZSYHkcZIf3JcY57IfA723cDSPou5ab6NEmr19HV7b9XtH7nmF/LhjyBEWXLhll+QEZERERExMCT9CJJ/yLp/a1lBc+zY9vqoZRawwAXAK9RsTew0PZyJUAmgT/XCSwBkLQP5ZHmGN0PJV0k6bWSXku5AXJhj/s0qUjaWtJPJd0g6XpJb6/tG0m6WNLN9euGtf0FkhbW0buz2z9PJB0k6SZJcyQd39a+vaQr6rm+JWlqbV+zrs+p27dr9t3HJHIzZfTuJ23vbvsztu+sJYcm3UjzVWQNSWtQakufb/sRRnnKaoRbgb0lrVNrT+9PGZn9U5bVvD4aOL++vqCuU7f/pE5uOSlkZHVERERERAw0SV+hTFa0L2XirZdTHgUf77izgBcAG0uaTxlBfYiknYClwDyg9fj5hcAhwBzgIcrItcnojcDptXY1wAKW/UEdbSStafth2++W9LfAcyiPdp9k+7wed2+yWQz8s+1ZktYHZkq6GHgt8GPbH6uJ5+MpIyUBfm77xe0nqSNXvwgcQBn5eJWkC2z/Bvg48FnbZ9fPpGOAL9evC2w/RdLhdb9Xreo3HJPSLrYf7LTB9tua7syQ+iowF7gauFTStpRyWGOyfYWkc4FZlM+jXwMnUW5eni3pw7Xt5HrIycA3Jc2hjKg+fCW/j76WZHVERERERAy6Z9veRdI1tv9d0qcpk3CNaZRHzk/u0EYd0fSWx9lPbPPQoiWsM3UKZXDVYJD0dtufo0wmtaukDQD6deKuPonzr4A9JH3T9lF0cU0Oml7EuY5KfDWwg+0T6qR7m9ke9QZVfQrijvr6AUk3UCYwO4xywwrgNMokmMd1OEXLM4E5tewEks4GDqvn2w84su1cH6Qkqw+rrwHOBU6UpImMkuyT67kr9d9nK9u/H3fnPjNIcR7FRzv0eyEww/b5HfbviUGOs+3PA59va5onqatSZLY/QLkp3u4WyufKyH3/ArxiRftZzzGwcU6yOiIiIiIiBl2rDMVDkrag1ATevof96cg2Z15xKzPnLWDPbTfkyL22GaQ/IF8HfA74ArBHvyapoa/iPFXS0cCz68jqx7A90MnrHsb5S5QnH/YDTqBM+Pkd4BndHFzLcOwOXAE8qVXOx/YdkjZt2/VZdcK+24F32b6ekuBuT8LOB/aiTPp3X60722rfsr5+9BjbiyUtrPv/sZv+9tH13BXblvTfwJ697stEDFqcR7EW8FTg23X9ZcD1wDGS9rX9jp71rBr0OEtakxLX7XhsTvWEnnRoFIMe59SsjoiIiIiIQfc9SdMoExzNojyie3ZPe9TBQ4uWMHPeAraYtjYz5y3goUVLet2libhB0lxgJ0nXtC3XSrqm151r10dxfiOwNzANeMmI5cVjHAeApLk1vrMlzahto9VYlqTP17rI10jao+08R9f9b67J81b7nvX8c+qxE8pk9DDOe9l+C/AXANsLgKndHChpPUpi+x3j3HCZBWxre1fKDZr/bp2iw74eo32sY0b27VhJMyTNuPvuux9t76PreSIul9TVzYN+MaBxHukpwH62v2D7C5RJ/Z4G/A1wYE97Vg1BnM+nPC2xGPhT29JXBj3OGVkdEREREREDzfaH6svvSPoesJbthb3sUyfrTJ3Cnttu+OhIp3WmTul1l7pm+whJmwEXUSaenLBa73cGcJvtF0vannJTYSNKcvAo24vqyLXTKSMz7wFeZXtut9+nX+Js+zLgMkkzbHcsLwMg6QDbF4+yeV/b7SNwj6dzjeWDgR3rshel/MRekjaiPHY+nZIgnVlrLC+o+xwLXE6pyX4Q8INu318P4/xIvZYMIGkTykjrMdVJ0b4DnNE2qv1OSZvXUdWbA3fBY8vb2L5Q0pckbUwZMb1122m3ooy8/iMwTdLqdXR1q522Y+ZLWh14AqUG7WPYPolSw5bp06c/mszul+t5gvYF3iBpHiWRJ8qg6116263RDWicR9oSWJdS+oP6egvbSyQ93LtuLTMEcd7K9kG97sR4Bj3OSVZHRERERMTAk/Rs2h7LlYTt03vaqREkceRe2/DS3bccyBqStv8A7DrWPpK+Y/tlo2x+O3ADsEFdXyUT0vVbnMdKVFcfB0ZLVo80Wo3lw4DTax3kyyVNq8nXFwAX274XoE4qeJCkS4ANbP+qtp8OvJQJJKt7GOfPA+cBm0r6CGVC1feOdUAdNX4ycIPtz7RtuoAyQejH6tfz6/6bAXfWkhbPpDyVfg9wH7BjvdFyG2XSsyPrfj+tfTm7/Vxt3+NXdftPJlKvut+u5y4d3OsOTNSAxnmkTwCz6/9vAc+j1LFeF/jfTgdIWgu4FFiT8vPzXNsfWFU3E4cgzr+U9Ne2r+11R8Yy6HFOGZCIiIiIiBhokr4JfAp4DqVu7TMoI0nHO+4USXdJuq6t7ZOSbqylFM6r5UVa295TSybcJOn/W8G+su6aqw/cH44TsEOnRklbAS8Cvl7XRak5fG7d5TRKshRK4vW0+vpcYP+JlqgYsDiP1kkDP5I0U9Kxte0xNZaBVo3lTrWUtxynfX6H9uU7N0p5irqt8TjbPgP4F+A/KJMmvtT2t8c+in2Ao4D9almV2ZIOoSSpD5B0M3BAXYeSVL5OpWb154HDXSwG3kp5wuAG4JxayxrKTYN3SppDqUnduklxMvDE2v5Oymj4CRmw6xnb8zotve7XeAYtziPVG2PPppSt+W/gOba/bvtPtt89ymEPU0qH7ArsRrmZtTfLbibuCCyg3ESEtpuJwGfrfhMy4HF+DuUJlZs0gVJYknZq++yZLel+Se/QCpR26tYgxzkjqyMiIiIiYtBNB3aeyGjF6lTgRMoosZaLgffUidA+DrwHOE7SzpRRlP8P2AL4X0l/ZXuwCkGueqP9G/wnJcG4fl1/3BPS1QTusQDbbLPNyup/L4wWs31s364y6d/Fkm4c4xwTraXcVR1lGL08RS/ZvhEYKx4j97+M0W8K7N9h/xMpnw2dznUhpWzKyPZbgGd2aP8L8Ipu+xoxUZKeavvGtoRm6wbVZpI2sz1rtGPrz80H6+oadTHlZuKRtf004IOUJ18Oq6+h3Ew8UZJW4OfvoFqhpwZs30S5GdAqiXUb5QmRCZV2ety9HxAZWR0REREREYPuOmCziR5k+1JG1I61/aO2BOrllNqzUP5AP9v2w7Z/B8yhQ2IqlifpxcBdtme2N3fYdUIT0tk+yfZ029M32WSTldDT/mL79vr1LkpS45nUGssA7TWWGb2W8ljtW3Voj4jB88769dNty6faljFJmiJpNuXz5GLgt3R5M5FSH/uJK+dt9L/6hMDWlNHo84CHmHhudX/gt/X49ieJRj5hdHp9ouNySk38zR/3GxgQSVZHRERERMSg2xj4jaSLJF3QWlbCef+eZTV8RyunsJyxyiZMAp0SzfsAh0qaS6mBuh9lpPU0lQnnoPOEdGiMCemGyNyRDZLWlbR+6zVwIOWmTKv+MSxfF/k19dHxvYGFtUzIRcCBkjasj5cfCFxUtz0gae9aYuU1beeKiAFiu1Um6MvAYbb3BX5KSSS/q4vjl9jejfI5/EzgaZ12q1+7upk4rD8HJX2AMvL5PbVpDeC/Jniaw4Gz6uuJlnYa2Z+hjHPKgERERERExKD74Mo+oaR/AxYDZ7SaOuw2MGUTViZJU4GnUt7/TbYXtW0+buT+tt9D/cNe0guAd9l+taRvswompOtHGjEBKPDoBKC2/7bDIU8Czqu1RlcHzrT9Q0lXAedIOga4lWXlJS4EDqGM+H8IeF09972SPgRcVfc7oTXZIvAmSimctSk3ZbqeXDEi+tJ7bZ8j6TmUGuyfZgLlI2zfpzI5497Um4l19HSnm4nzx7qZOMQ/B/8G2J0y6SS1VNP6Yx+yTP35eSjLkt2j7tqhreMTRgxhnJOsjoiIiIiIgWb7Z2Ntl/Qr28/q9nySjgZeDOzfliQdrZzCpCLpRcBXKI+JC9he0hts/wBKGZUJnO444GxJHwZ+zWMnpPtmnZDuXsootIGlMgHok4HZQKvGuXlsrfTHqPWPd+3Qfg+daywbeMso5zoFOKVD+wzg6eO/g4gYEK3PlxcBX7F9vqQPjnWApE2AR2qiem3ghZRJE3/KJLmZOEGLbFuS4dEnXybiYGCW7Tvr+p2SNrd9R5elnSaFJKsjIiIiImLYrdXtjpIOoiRRn2/7obZNFwBnSvoMZYLFHYErV2ovB8OngX1tzwGQ9GTg+3Q5Ktf2JcAl9fVkmZBuRScAjYiYiNskfZWacJa0JuOX/90cOK1O+rcacI7t70n6DZPgZuIKOKfGeJqkf6CUC/vaBI4/gmUlQGBZ8v9jLH9T4K2SzqaMjG+VdpoUkqyOiIiIiIhh1zFJKOks4AXAxpLmAx+gPJq7JnBxLcFwue032r5e0jnAbyjlQd5ie0mn8w65u1qJ6uoWlo0Ei85aE4BOmkRDxIqQdArlqZa7bC836r/WV/8cpeTNQ8Brbc+q244G3lt3/bDt00YePwm8EjgI+FQdKb058O6xDrB9DaWsxcj2yXIzcaI2Ac4F7gd2At5PuTkwLknrUMqzvKGt+WNMoLTTZJFkdURERERETEq2j+jQfHKHttb+HwE+sup61L8kteoqXy/pQuAcyk2AV7CsHnK0kfQ/lBitT5kA9Erg4dZ224f2qm8RfepU4ERGL5FzMOWplh0po02/DOwlaSPKzcbplP9zMyVdYHvBKu9xH6lPA323bf0OcpNsZTvA9nHAxa0GSZ+mw3wNI9V/nyeOaJtwaafJIMnqiIiIiIgYaJLeCpwxRmKi00RFMTEvaXt9J/D8+vpuYMPmuzMQPtXrDkQMEtuXStpujF0OA06vibzLJU2ro4dfAFzcmjxU0sWUEcZnjXqmiAmQ9CbgzcAOkq5p27Q+8Ive9Gp4JVkdERERERGDbjPgKkmzKBPJXTSiPvBRvenW8LD9OgBJa9XHwGMcrYk/JR3cmoCyRdIbgTEnBo2VR9LWlNG6mwFLgZNsf66OyP0WsB0wF3il7QWSXs2ykZIPAm+yfXU911zgAcpkdottT6/to51r1NIVMWFbAr9vW59f20Zrj1hZzqTMzfAfwPFt7Q+0bpLEyjNeofWeknSQpJskzZF0/PhHxIpInJuRODcjcW5G4tyMxLkZifOqlxg3YzLH2fZ7KY+Fnwy8FrhZ0kfr5H/Yvq6H3RuTbf708OJed2MirpP0C0kfk3SIpCf0ukMAS236eP7C90nar7Ui6TjKCNGh08fX82Lgn20/DdgbeIuknSlJpx/b3hH4McuSUL+jTLK6C/Ah4KQR59vX9m6tRHU12rnaS1ccSyldMaY+v557qdNTMh6jffkTSMdKmiFpxt133z3mN7MNWq2v82aDYBiuZ9sLbc+1fYTteW1L3ySqhyHOLX37n67ORPpFygf7zsAR9YdJrESJczMS52Ykzs1InJuRODcjcV71EuNmJM6P1nf8Q10WU0pTnCvpEz3t2Bhsc+YVt/K+/76O1dadtnGv+9MN208BjgCupUyEdrWk2b3tFdx2358584pb+/UP9UOBj0p6rqSPUCYtG7p61f18Pdu+ozWa2fYDwA2UkbeHAa2J+E4DXlr3+WVbWaHLga26+DYdz0Vb6QrblwOt0hWj6vPruZfmA1u3rW8F3D5G+3Jsn2R7uu3pm2yyyajfqHU9r/6ETbd5/N2e3HI9N2OY4ty3yWrKD/A5tm+xvQg4myG9+9xjiXMzEudmJM7NSJybkTg3I3Fe9RLjZkzqOEt6m6SZwCcotSP/2vabgD2Bl/W0c2N4aNESZs5bwBbT1ma1NdZar9f96YakrYB9gOcCuwPXU0of9NTUKasxc94CHlq0pNddWY7tP1KS018EtgBebvuR3vZq5RuU67nWRN4duAJ4Up2ErjUZ3aYdDjmG8vh/i4EfSZop6di29tHO1VWJivYRv4seXNi313OPXQC8RsXewMIa64uAAyVtKGlD4MDatsJa17OXLF70+Ls9ufXz5/MwGaY493PN6k4f6Hv1qC/DLHFuRuLcjMS5GYlzMxLnZiTOq15i3IzJHueNgb+1Pa+90fZSSS/uUZ/Gtc7UKey57YbMnLeApY/85cFe96dLtwJXAR+1/cZed6Zl0ZKl7LnthqwzdUqvu/IoSQ+wrESBganADsDLJdn2Br3s38o2CNezpPWA7wDvsH1/KSc95v77UpLVz2lr3sf27ZI2BS6WdKPtS8c6TYe25YY+2j6JWm7kSU/e2f12PTdB0lmUyRI3ljQf+ACwBoDtrwAXUmp/z6HU/35d3XavpA9RPpsATni85Rla17OmrD718Zwn+vPzeRgNU5z7OVk97gd6vYvZupP5sKRuatHt9Hg7NmQS52Ykzs1InJuRODcjcW5G4rzqdfVHeuL8uE3qONt+/xjbbmiyLyPNnDnzQUk3jWjeGPjjslVtCl63yX49DrtTEndH1troNwM/s31yLzt11y03/OnvnrXdjX/32OYRcWZjYNum+mR7/aa+V1MG+XqWtAYlUX2G7e/W5jslbW77jlqa4662/XcBvg4cbPueVrvt2+vXuySdR3my5dIxztV1iYqWLq/nvv9snijbR4yz3cBbRtl2CmWC3a51dz3z1ImcM5Y3Wa/npg1TnPs5WT3uB3r7nUdJM0ZMbtCRpBkrs5NDIHFuRuLcjMS5GYlzMxLnZiTOq15Xf6Qnzo9b4ty/bhoZ55Gx7/bfoh/YvlrSb4HfUkqB/B3wPMrklr10Y5dx3q6pDknaY6ztrRrKA2Ygr2eVIdQnAzfY/kzbpguAo4GP1a/n1/23Ab4LHGX7/9rOsy6wmu0H6usDgRPGOldtf6uksylPvLRKV4ylq+u52/cfo+rqem6+W0Mn13MzhibO/ZysvgrYUdL2wG3A4cCRve3SUEqcm5E4NyNxbkbi3IzEuRmJ86qXGDcjcY5G1D901wR+CfwceN7I8ivxqE+3vW5/0qFVFmS/Zrszqe0DHAVc2zYh6L9SEsvnSDqGUuLmFXXb+4EnAl+qpUIW14TPk4DzatvqwJm2f1iPGe1cHUtXREREZ32brLa9WNJbKUXxpwCn2L6+x90aOolzMxLnZiTOzUicm5E4NyNxXvUS42YkzrGqSXpnffktYGl9vSnwMkmMGK0agO19ASStDbyZUj7FlCT/l3vYtUnH9mV0LpcEsH+H/V8PvL5D+y3ArqN8j3tGOdeopSsiImJ5fZusBrB9IeUuZDdOWsn7TRqJczMS52Ykzs1InJuRODcjcV71JhhjSJxXSOLctzrFb2TbIMS4VX95J+AZlBIHAl5Cqdfba/0c59OA+4HP1/UjgNOBV/aoP49HP8d5mCTOzUicm5E4N2No4qxyky8iIiIiIiJibJJ+BLzM9gN1fX3g27YP6m3P+pekq23vOl5bREREwGq97kBEREREREQMjG2ARW3ri4DtetOVgfFrSXu3ViTtBfyih/2JiIjoW0ORrJZ0kKSbJM2RdPwo+5wi6S5J1zXdv2GRODcjcW5G4tyMxLkZiXMzEudmJM7NSJxXnpFxkrS1pDsl/UXSnyUtkPRAjfefJC2t63fXbddI+q2kW+rrF9XjZtflK71+jyN8E7hS0gclfQC4glLmYpUaxDhLulbSNcBewC8lzZX0O+BXwPNW9vdbGQYxzoMocW5G4tyMxLkZkynOA18GRNIU4P+AA4D5lJnQj7D9mxH7PQ94EDjd9tMb7+iAS5ybkTg3I3FuRuLcjMS5GYlzMxLnZiTOK9fIOEnaHNjc9iyVEhm3Uia+vBVYgzLR3heBLYFXAwcCJwLfBs6jTLy3Rj/HXNIewHPr6qW2f93A9xy4OEvadqzttuetqu+9ogYxzoMocW5G4tyMxLkZkynOwzCy+pnAHNu32F4EnA0cNnIn25cC9zbduSGSODcjcW5G4tyMxLkZiXMzEudmJM7NSJxXopFxsn2H7Vl19UFgLeCHlBifCTxMGY28m+3Ftf08YCvblwMbAKs39w4mzvYs25+ryypPVNfvOXBxtj1vrGVVfu8VNYhxHkSJczMS52Ykzs2YTHEehmT1lsDv29bn17ZYuRLnZiTOzUicm5E4NyNxbkbi3IzEuRmJc3NeQfmb67vAk4A1gfWAfwV2kPRcSuz3Bn5Qj/kDsK2kX0v6Wd0nxpY4NyNxbkbi3IzEuRmJczOGKs7DkKxWh7bBrm3SnxLnZiTOzUicm5E4NyNxbkbi3IzEuRmJcwMkrUd5/PYs2/fX5s8Dr7W9K/BnysinnYDFwBl1n4eBF9neHXgncKakDRrt/ABJnJuRODcjcW5G4tyMxLkZwxjnYUhWzwe2blvfCri9R30ZZolzMxLnZiTOzUicm5E4NyNxbkbi3IzEeRWTtAZldNNawHvr+hrA+bZPr3Um76A8trsRcIr96GRCWwI3ANieCfwW+KuG38JASJybkTg3I3FuRuLcjMS5GcMa52FIVl8F7Chpe0lTgcOBC3rcp2GUODcjcW5G4tyMxLkZiXMzEudmJM7NSJxXIUkCTgb+BMwCbqvrNwCr1wkujwbmAE8BjgMOV7F3Pe6ueq4dgB2BW5q71MwWAAAgAElEQVR+H/0ucW5G4tyMxLkZiXMzEudmDHWcbQ/8AhxCmdH8t8C/jbLPWZS7CY9QRpMc0+t+D9qSOCfOw7QkzonzMC2Jc+I8TEvinDgP2tIhTv9BKatyL6U2+M11/XrKo7hLgYcoj9/eDcyuXxcC1wL/Uve9mvLH50t6/R77YUmcE+dhWhLnxHmYlsQ5cV7Zi+objoiIiIiIiIiIiIjomWEoAxIRERERERERERERAy7J6oiIiIiIiIiIiIjouSSrIyIiIiIiIiIiIqLnkqyOiIiIiIiIiIiIiJ5LsjoiIiIiIiIiIiIiei7J6oiIiIiIiIiIiIjouSSrIyIiIiIi+pikNSX9r6TZkl7V6/4Mq8S5GYlzMxLnZiTOzUicm9EvcV69V984IiIiIiIiurI7sIbt3XrdkSGXODcjcW5G4tyMxLkZiXMz+iLOGVkdERERERHRJUnPkHSNpLUkrSvpeklP77DfCyRdIulcSTdKOkOS6rb3S7pK0nWSTmprv0TSf0r6Zd32TEmbAv8F7FZHOj252XfcG4lzMxLnZiTOzUicm5E4N2MyxznJ6oiIiIiIiC7Zvgq4APgw8Angv2xfN8ruuwPvAHYGdgD2qe0n2n6G7acDawMvbjtmXdvPBt4MnGL7LuD1wM9t72b7tyv9TfWhxLkZiXMzEudmJM7NSJybMZnjnGR1RERERETExJwAHABMp/wBOZorbc+3vRSYDWxX2/eVdIWka4H9gP/XdsxZALYvBTaQNG1ld36AJM7NSJybkTg3I3FuRuLcjEkZ59SsjoiIiIiImJiNgPWANYC1gD+Nst/Dba+XAKtLWgv4EjDd9u8lfbCeo8UjzjFyfTJJnJuRODcjcW5G4tyMxLkZkzLOGVkdERERERExMScB7wPOAD4+wWNbfyj+UdJ6wMtHbH8VgKTnAAttL3w8HR1wiXMzEudmJM7NSJybkTg3Y1LGOSOrIyIiIiIiuiTpNcBi22dKmgL8UtJ+tn/SzfG275P0NeBaYC5w1YhdFkj6JbAB8PcrsesDJXFuRuLcjMS5GYlzMxLnZkzmOMvum1HeERERERERk5akS4B32Z7R674Ms8S5GYlzMxLnZiTOzUicm9HvcU4ZkIiIiIiIiIiIiIjouYysjoiIiIiIWEGS/hr45ojmh23v1Yv+DKvEuRmJczMS52Ykzs1InJsxmeKcZHVERERERERERERE9FzKgEREREREREREREREzyVZHRERERERERERERE9l2R1RERERERERERERPRcktURERERERERERER0XNJVkdEREREREREREREzyVZHRERERERERERERE9l2R1RERERERERERERPRcktURERERERERERER0XNJVkdEREREREREREREzyVZHRERERERERERERE9l2R1RERERERERERERPRcktURERERERERERER0XNJVkdEREREREREREREzyVZHRERERERERERERE9l2R1REREREREdE3StpJeWF+vLWn9Xvepn0l6kqSTJf2gru8s6Zhe9ysiIqIf9W2yWtIpku6SdF2v+zLMEudmJM7NSJybkTg3I3FuRuLcjMS5GYlzMyZ7nCX9A3Au8NXatBXw373r0UA4FbgI2KKu/x/wjp71JiIioo/1bbKa8gP9oF53YhI4lcS5CaeSODfhVBLnJpxK4tyEU0mcm3AqiXMTTiVxbsKpJM5NOJXJHee3APsA9wPYvhnYtKc96n8b2z4HWApgezGwpLddioiI6E99m6y2fSlwb6/7MewS52Ykzs1InJuRODcjcW5G4tyMxLkZiXMzEmcetr2otSJpdcA97M8g+JOkJ1LjJGlvYGFvuzS5SNpa0k8l3SDpeklvr+0bSbpY0s3164a1/d2SZtflOklLJG1Ut82VdG3dNqPte4x2Lkn6vKQ5kq6RtEcvYhARMSj6NlkdERERERERfednkv4VWFvSAcC3gf/pcZ/63TuBC4AnS/oFcDrwj73t0qSzGPhn208D9gbeImln4Hjgx7Z3BH5c17H9Sdu72d4NeA/wM9vtN6n2rdunt7V1PBdwMLBjXY4FvrzK3mVExBBYvdcdeDwkHUv5sGfdddfd86lPfeq4x8ycOfOPtjdZ1X0bJolzMxLnZiTOzUicm5E4NyNxbkbi3IzEuRlDHufjgWOAa4E3ABcCXx/vIEnT6n5Pp4ww/nvgJuBbwHbAXOCVthdIEvA54BDgIeC1tmeNdf6NN97Y22233bid70Wcbc+S9HxgJ0DATbYfGesYSTtRYtOyA/B+YBrwD8Ddtf1fbV9Yj3kP5d9mCfA22xfV9oMo8ZwCfN32x2r79sDZwEbALOCo9lHznXQT56U2v541q6+uZ9t3AHfU1w9IugHYEjgMeEHd7TTgEuC4EYcfAZzVxbcZ7VyHAafbNnC5pGmSNq996qibOA/QZ0bf6jLO99jeuJkeDadcz80Yqjjb7tuF8kvLdd3su+eee7obwIxev69+WxLnxHmYlsQ5cR6mJXFOnIdpSZwT52FaJnOcgXWBKW3rU4B1ujjuNOD19fVUStL1E8Dxte144OP19SHADyiJ3b2BK8Y7/6Y7PM3/9au5Xrp0ad/FmVLne1rb+obAmydw/BTgD8C2wAeBd3XYZ2fgamBNYHvgt/W4KfX1DjXuVwM712POAQ6vr78CvGm8vox1PS9dutT/9au5/qezf+3V1p02t+k4TyCe2wG3AhsA943YtmDE+jqUsj8btbX9jpLcnwkc29be8VzA94DntLX/GJg+Vh+7uZ4H5TOjn5durufVp232x173c1UuwFrAlfWz4Xrg32v7qfVan12X3Wq7gM8Dc4BrgD3G+x65nptZhinOKQMSERERERER3foxsHbb+trA/451gKQNgOcBJwPYXmT7PsqI09PqbqcBL62vHx2JavtyYJqkzcf6HlOnrMbMeQt4aFFfzlv4D/X9AmB7AWV0dLf2B35re94Y+xwGnG37Ydu/oySSnlmXObZvcRk1fTZwWB29vh9wbj2+Pf4r5KFFS5g5bwFbTFub1dZYa73Hc65VRdJ6wHeAd9i+v4tDXgL8wo8tAbKP7T0o5T3eIul5433bDm3L1XmXdKykGZJmLHpwYT9fz5NC63r2ksVjPm0wBB4G9rO9K7AbcFCtqw/wbtdyOLZn17YJl7Xp88/noTFMce7bZLWks4BfATtJmi/pmF73aRglzs1InJuRODcjcW5G4tyMxLkZiXMzEudmJM6sZfvB1kp9vc44x+xAKVvxDUm/lvR1SesCT3IthVC/blr33xL4fdvx82vbqBYtWcqe227IOlOnTOzdNGO1mhwGQNIUyijnbh3OY8tQvLVO1HdKaxI/Ro/ZaO1PpIwEXjyifYWtM3UKe267Ibff92eWPvKXB8c/olmS1qAkqs+w/d3afGfrRkj9eteIw0bGHtu31693AedRbgiMda75wNZtp9gKuH1k/2yfZHu67elT13tCP1/Pk0LretaU1Sfyf3Xg1JuCrf+va9RlrElzJ3wzsc8/n4fGMMW5b2tW2z6i132YDBLnZiTOzUicm5E4NyNxbkbi3IzEuRmJczMSZ/4kaQ/XGtKS9gT+PM4xqwN7AP9o+wpJn2PZ5HOddD0SlVobfOutt+HIvbahLSfcT34EnCPpK5T38Ubgh90cKGkqcChlkj8ooxg/VM/zIeDTlPrfo8Ws0wA1j7F/pz48GudtttlmrL5y5F7b8NLdt+Szh9/3x1F37IF6s+Bk4Abbn2nbdAFwNPCx+vX8tmOeADwf+Lu2tnWB1VzqXq8LHAicMM65LqDcYDgb2AtY6DHqVQNsOW3tfr6eJ4XW9fx3C++6tdd9WdXqDbSZwFOAL9bP6TcBH5H0fuqEobYfZvQbYKNe07memzFMce7bkdURERERERHRd94OfFvSzyX9nDIJ4FvHOWY+MN/2FXX9XEryeqWNRN100036+Q/0d1OSPW+i1K/+MfAvXR57MDDL9p0Atu+0vcT2UuBrLBvVO1rMRmv/I2VE5Ooj2pfTHudNNhl7Xi5JrLtmX46J2wc4CthP0uy6HEJJLB8g6WbggLre8jfAj2z/qa3tScBlkq6m1Pn9vu3WjYfRznUhcAulNMvXgDeP19nVpH6+nleZ+rTAXZKuG2X7q+tTBddI+qWkXdu2zZV0bf23nbGS+gNeunRlnKuf1c+U3SifA8+U9HTKDbKnAs+gTMLamnh0wmVt7vnjHyfl9dy0Yfrc6MufIhEREREREdFf6ui751ISGDtRkhY32n5krONs/0HS7yXtZPsmSg3m39RlpYxE7VeSVgOusf10yiSGE3UEbWUoJG3eFou/AVpJvQuAMyV9BtiCUk/2Ssq/0Y6Stgduo5S1ONK2Jf0UeDmljvVjRhUPG9uX0TnJBuV67HTMqZRJ5trbbgF2HWX/ezqdy7YpNylifKcCJwKnj7L9d8DzbS+QdDBwEuUzomVf2301qn+Q2L5P0iXAQbY/VZsflvQN4F11veubiZR/H6ZPnz5WWZGI5WRkdURERERERIzL9hLgMNuP2L7O9rXjJarb/CNwhqRrKJN4fZSVOBK1X9UR0FdLGr1+xigkrUOJy3fbmj9RR49eA+wL/FP9PtcD51BuAPwQeEsdLbmYMvL9IuAG4Jy6L5SRku+UNIdSw/rkFXmPESuL7UuBe8fY/ss6QSnA5ZREaTwOkjaRNK2+Xht4IXBj21Mvoky+2n5j7DUq9maAbyauCEn7dNMWj09GVkdERERERES3fiHpREr5j0fLI7RqWI/G9mxgeodNk2Ek6ubA9ZKu5LExO3Ssg2w/REkit7cdNcb+HwE+0qH9QsoNgJHtt7CsjEjEoDkG+EHbuoEfSTLw1TqyN8a3OXBafXJmNcoNre9J+omkTShPJMym1NqH8llyCOVm4kPA63rQ5176AqWM1Xhty5H0T8DrKdfqtZTYbU55umUjYBZwlO1FktakPGGwJ3AP8Crbc1fSe+h7SVZHREREREREt55dv57Q1mZgvx70ZVD8e687EDFMJO1LSVY/p615H9u3S9oUuFjSjXWk9shju5owdLKwfQ2we4f2jp/pQ3gzsSuSnkX5+beJpHe2bdoAmNLF8VsCbwN2tv1nSedQyjIdAnzW9tl1Et5jKBPpHgMssP0USYcDHwdetVLfVB9LGZCIiIiIiIjoiu19OyxJVI/B9s+AG4H163JDbYuICZK0C/B1Skmie1rttm+vX+8CzmOUpwYmMmHooKmjo2PVmAqsRxn0u37bcj+l9n83VgfWrhPbrgPcQbnRe27dfhql5ArAYXWdun1/DcvsiV3IyOqIiIiIiIjoiqQnAB8AnlebfgacYHth73rV3yS9EvgkcAnlkfovSHq37XPHPDAiHqPWfv8upVTC/7W1rwusZvuB+vpAHvv0x2QxR9K5wDds/6bXnRkm9QbjzySdansePDqB7nq27+/i+NskfQq4Ffgz8CNgJnBfnVsAyuSVW9bXWwK/r8culrSQUhZqUkwgmpHVERERERER0a1TgAeAV9blfuAbPe1R//s34Bm2j7b9GsqIz/f1uE8RfUfSWcCvgJ0kzZd0jKQ3SmrVS34/JWH3JUmzJc2o7U8CLpN0NXAl8H3bP2z8DfTeLsD/AV+XdLmkYyVt0OtODZn/kLRBvSnyG+AmSe8e7yBJG1JGS28PbAGsCxzcYVe3DhljW/t5j5U0Q9KMu+++u9v30PcysjoiIiIiIiK69WTbL2tb/3dJs3vWm8GwWi1N0HIPGTgWsRzbR4yz/fWUCepGtt8C7Lqq+jUobD8AfA34mqTnAWcBn62jrT9ke05POzgcdrZ9v6RXUyabPI4yQvqT4xz3QuB3tu8GkPRdSg3saZJWr6OrtwJur/vPB7YG5teyIU8A7h150jqR6EkA06dPXy6ZPajyAzIiIiIiIiK69WdJj05qJmkfyiPNMbofSrpI0mslvRb4PiXJERGx0kiaIulQSecBnwM+DewA/A/5zFlZ1pC0BqW29Pm2H6HDiOcObgX2lrROrT29P2Vk9k9ZVvP6aOD8+vqCuk7d/pM6ueWkkGR1REREREREdOuNwBclzZU0FzgReENvu9SfJK0JYPvdwFcpj+jvCpxk+7he9m2ykbS1pJ9KukHS9ZLeXts3knSxpJvr1w1r+wskLaylJmZLen/buQ6SdJOkOZKOb2vfXtIV9VzfkjS1tq9Z1+fU7ds1++5jErmZUmrik7Z3t/0Z23fW+viTsSzKqvBVYC6ljMelkrallMMak+0rKBMlzgKupeRjT6KMzH6npDmUEjcn10NOBp5Y298JHL/cSYdYyoBERERERETEmCS93fbnKJNJ7dqqg9rNxFK9YJuHFi1hnalTKIPYeuJXwB6Svmn7KMrEcEOlT+LcjcXAP9ueJWl9YKaki4HXAj+2/bGaeD6ekjwC+LntF7efRNIU4IvAAZTH9K+SdEGdzO7jwGdtny3pK8AxwJfr1wW2nyLp8LrfqybS+QGK80AbgjjvYvvBThtsv63pzoxmkONs+/PA59ua5knat8tjP0CZoLjdLZR5DEbu+xfgFSvaz3qOgY1zktURERERERExntdRHiv/ArBHvyapofyBfuYVtzJz3gL23HZDjtxrm179oT5V0tHAsyX97ciNtgc6ed2rONdH6F8N7GD7BEnbAJvZvnKMvt4B3FFfPyDpBmBLyijUF9TdTgMuYVmyupNnAnNqjWQknQ0cVs+3H3Bk27k+SElWH1ZfQxlZeaIkdftIfx9dz12p/z5b2f59r/syEYMW51F8tEOfFwIzbJ/fYf/GDXqc6xMzLwO247E51RN60qFRDHqcUwYkIiIiIiIixnNDLfuxk6Rr2pZrJV3T6861e2jREmbOW8AW09Zm5rwFPLRoSa+68kZgb2Aa8JIRy4vHOA6AWmrl2lqGYkZtG61shSR9vpaauEbSHm3nObruf3NNnrfa96znn1OPnVAmo4dx/hLwLKA1Gd8DlNHOXallOHYHrgCeVBPZrYT2pm27PkvS1ZJ+IOn/1bYtgfYk7Pza9kTgvjpJWnv7Y46p2xfW/Uf261hJMyTNuPvuux9t76PruSs1Cf/fve7HRA1anEexFrAbpRzIzZTSQxsBx0j6z152rGUI4nw+5QbUYuBPbUtfGfQ4Z2R1REREREREjMn2EZI2Ay4CDl2Rc9QSCjOA22y/WNL2wNmUZMos4Cjbi+rItdOBPYF7gFfZntvt91ln6hT23HbDR0eUrTN1yop093GzfRlwmaQZtk8ebT9JB9i+eJTN+9r+Y9v68XQuW3EwsGNd9qKM6N1L0kaUx86nUyYBm1nLViyo+xwLXE6ZfO0g4Afdvr8exnkv23tI+jWA7QWt+tDjkbQe8B3gHbbvHyM/PwvY1vaDkg6hJF93BDod4DHaGWfbsgb7JEoNW6ZPn/7o9n65nifocknPsH1VrzvSrQGN80hPAfZr3TSR9GXgR5SyNdf2smMtQxDnrWwf1OtOjGfQ45xkdURERERERIzL9h8oEwSOStJ3bL9slM1vB24ANqjrq6TGrySO3GsbXrr7ln1Rq3OsRHX1cWC0ZPVIo5WtOAw4vY5qvVzSNEmb130vtn0vQK3TfJCkS4ANbP+qtp8OvJQJJKt7GOdH6o0P135sAiwd7yBJa1AS1We0lWC5U9Lmtu+o8boLHluL3faFkr4kaWPKiOmt2067FXA78EdgmqTVa6Kw1U7bMfMlrQ48Abi32zfbb9dzl/YF3iBpHmXUqSiDrnfpbbdGN6BxHmlLysR/C+v6usAWtpdIerjTAZLWAi4F1qTkCM+1/YFVdTNxCOL8S0l/bbsvkv+jGfQ4pwxIRERERERErCw7dGqUtBXwIuDrdV2UGr/n1l1OoyRLoSReT6uvzwX2n2iJCkmsu+bqg/IH+midNPAjSTMlHVvbRitbMVp5irHa53don1jHexPnzwPnAZtK+ghwGfDRsQ6o18/JwA22P9O26QKgVRrlaMoj/kjarHXNSXomJXdyD3AVsKOk7eto7sOBC+pNgp8CLx95rhHf4+XAT7qtV93W/0G6nqGM9H8y5f94q+zNS3raoy4MYJxH+gQwW9I3JJ0K/Br4lKR1gf8d5ZiHKaOxd6WUEDlI0t4su5m4I7CAchMR2m4mAp+t+03IgMf5OZQnVG6aSCksSTvVkk6t5X5J71iR0k7dGuQ4Z2R1RERERERErCyjJeH+E/gXYP263nWNX0mtGr/t5TCGyWgx28f27ZI2BS6WdOMY55hoeYquSlNAqaVMKRfCNttsM0YXmmH7DEkzgf0p7+Oltm8Y57B9gKOAayXNrm3/CnwMOEfSMcCtwCvqtpcDb5K0GPgzcHhNMC+W9FZKOZwpwCm2r6/HHAecLenDlCRha0T9ycA3Jc2hjKg+/HG8/YFge16v+zAZ2T5Z0oWUiUAF/Kvt1gj/d49yjIEH6+oadTGraMLQIXDwihxk+ybKzYBWSazbKDfdJlTa6XH3fkAkWR0RERERERGrjKQXA3fZninpBa3mDrtOqMZvvyVRV7ZWksn2XZLOoySgOpatYPTyFPNZVjak1X5Jbd+qw/6d+tGxlnIv2b4RGCt5P3L/yxh9BPv+HfY/EThxlHNdSKnxPbL9Fsq/0cj2v7AsCR6x0kl6qu0b20bftp6m2EzSZrZnjXP8FGAmpeb1F4HfkpuJHdmeJ+k5wI62v1HLEK03wdPsD/y2nmtCpZ1aT9YMu5QBiYiIiIiIiJWlU0JwH+BQSXMpNVD3o4y0nlZr+ELnGr+MVePX9km2p9uevskmm6zUN9GwuSMbJK0raf3Wa+BA4DpGKVtR219THx3fG1hYkxoXAQdK2rA+Xn4gcFHd9oCkvWu5i9e0nSsiBss769dPty2falvGZHuJ7d0on8PPBJ7Wabf6teubiZJmSJpx9913j/8OBoSkD1CSye+pTWsA/zXB0xwOnFVfT7S006SQZHVERERERER0TdJUSbtI+utat7fdcSP3t/0e21vZ3o7yR/pPbL+aVVjjt99IerakIyW9prW0ttn+2w6HPAm4TNLVwJXA923/kFK24gBJNwMH1HUoI31vAeYAXwPeXM99L/AhSq3lq4ATWpMtAm+i1BCfQxlJ2fXkihHRP2y3atp/GTjM9r6Uz9eFwLsmcJ77KCN79yY3E0fzN8ChlIlDW0/ArD/mEW3qz8xDgW+Pt2uHtklzUyBlQCIiIiIiIqIrkl4EfIWS3BSwvaQ32P4BgO0fTeB0k6LGr6RvUiabmw0sqc0GTh/tmFpSYtcO7ffQuWyFgbeMcq5TgFM6tM8Anj7+O4iIAfFe2+fUMhUHUEZYj1nruJaxeMT2fZLWBl5ImTSxdTPxbDrfTPwVQ3IzcYIW2bYkw6NPvkzEwcAs23fW9YmWdnqMfizTtDIkWR0RERERERHd+jSwr+05AJKeDHyfLkfl2r6EMnJvMtX4nQ7sPMkSOhHRvNbNsBcBX7F9vqQPjnPM5sBptW71asA5tr8n6TdMgpuJK+AcSV+ljDz/B+DvKU+zdOsIlpUAgWXJ/4+x/E2Bt0o6m3KzoVXaaVJIsjoiIiIiIiK6dVcrUV3dwrKRYNHZdcBmwKRJNERET9xWE6kvBD4uaU3GKf9r+xpg9w7tk+Vm4kRtApwL3A/sBLyfEu9xSVqHMuL9DW3NH6MkwI8BbmVZbC8EDqGUaXoIeN3K6PygSLI6IiIiIiIixiSpVVf5ekkXAudQSlm8glILOUaQ9D+UGK0P/EbSlcDDre22D+1V3yL6kaRTgBdTbootV6KmTgb6OUoS7yHgtbZn1W1HA++tu37Y9mnN9LqvvBI4CPhULeuxOfDuHvdp2Bxg+zjg4laDpE/TYb6GkWw/BDxxRNuESztNBklWR0RERERExHhe0vb6TuD59fXdwIbNd2cgfKrXHYgYMKcCJzJ6PfeDgR3rshe1HrOkjYAPUEruGJgp6QLbC1Z5j/tITYZ+t239DvJEx0oh6U2UiWt3kHRN26b1gV/0plfDK8nqiIiIiIiIGJPt1wFIWqs+Bh7jsP0zAEkHtyagbJH0RuBnPenYJCRpa0oCdDNgKXCS7c/VJOe3gO2AucArbS+Q9GqWjZR8EHiT7avrueYCD1DqAy+2Pb22j3auUUcDx2PZvlTSdmPschhweh11ermkaXX08AuAi23fCyDpYsoI47NGPVPExJxJmZvhP4Dj29ofaF13sfKMWbsmIiIiIiIios11kn4h6WOSDpH0hF53aAC8T9J+rRVJx1GSbtGcxcA/234asDfwFkk7U5JOP7a9I/BjliWhfgc83/YuwIeAk0acb1/bu7US1dVo52ofDXwsZTRwrJgtgd+3rc+vbaO1L0fSsZJmSJpx9913r7KOxnCxvdD2XNtH2J7XtiRRvQr0dbJa0kGSbpI0R9Lx4x8RKyJxbkbi3IzEuRmJczMS52YkzqteYtyMxLkZkz3Otp8CHAFcS6kte7Wk2b3t1fhs86eHF/fq2x8KfFTScyV9hDJp2UDWq15qUwa1Dhbbd7RGM9t+ALiBksw8DGjVNj4NeGnd55dtJSQuB7bq4tt0PBdto4FtXw60RgM/nvcDWq2v8zmriDq0eYz25Rvtk2xPtz39iRtvPJDX87CZxNdzowYpzn3bSUlTgC9S7kLuDBxR73zGSpQ4NyNxbkbi3IzEuRmJczMS51UvMW5G4tyMxBkkbQXsAzwX2B24nlL6oG/Z5swrbuX/Z+/e46as6/yPv96AqOABFFQ8IFauRf0UBQ+l5alc7SC1a4WWWUvrVvrrYPXT2l1rLVvdDm52JiW0VdE1XdlWUzMPmUcwVAxNRFCEFVQEjAKBz++P6zs63s7c99xwz/eamfv9fDyux8z1vQ7znfdcwIPvfOdz/fN/zWHA0GEjSnj9ZygGp38A7AwcFxEv5u5HX3jq+T9z6d1PtPUAXyozsS9wN7BjqheV3qkAACAASURBVOtbqe+7Q41DJlP8/L8igBskzZJ0clV7vXM1POu3EZXredC2O4ze2HO0sUXAblXruwKLu2nvVidcz+2un1/P2bRbzi07WE3xbfO8iJgfEWuB6finUs3gnPNwznk45zyccx7OOQ/n3HzOOA/nnIdzhieAzwLXRcSbI+JdEfGvZXeqO6vXrmfWwuXsPGxLBmy2xVa5XlfSKkkrJa0C5gF/BbwfWClpZa5+9KXBAwcwa+FyVq9dX3ZXNoqkrYBfAJ+NiB4/A0mHUwxWn17VfHBE7EfxpdUpkt7W02lqtL1qdLTR8hSV6znWr1vbU/870AzgIyocBKxIXwxcDxwlabik4cBRqa1b7X49d4J+fj1n0245t/INFmt9+3hg9Q7pW8zKN5lrJM1p4Lx79U33OoZzzsM55+Gc83DOeTjnPJxz8/WYMTjnPuCc83DOxYzUQ4ATUhmUR4FbI+LCMjs1a9asZyQtTKsjgGeqNo8YMHQYAzbbYqt1q57dPFefImLrXK+Vy1ML5q/57uTD//e8Sc8/wytz7pr57tk71wNJm1EMVF8SEVel5qcljYqIJak0x9Kq/fcGLgCOiYhnK+0RsTg9LpV0NcWXWLd1c66GZv1GxBRSbWxJy+pczyOAZwYMHTYi1q7ZaaPDaFGSLqO4WeIISYuArwCbAUTEj4FrKW5UOY/iZpUfS9uek/Q14N50qrMaqSXc4PXcctdyu+nm7+eOvp5z66ScW3mwusdvH7v8ZT6zy80Nap9Umtk33esYzjkP55yHc87DOefhnPNwzs3X0Iwy57zJnHMe/T7niLhf0mPAYxSlQD4MvA0odbA6IkZWnnfNXNLM9S8s7/Ez6GuS9utue6WGcjvZsHb1FpXn1Tk3ep2XRZIortG5EfGdqk0zgJOAc9LjNWn/0cBVwIkR8ceq8wwFBkTEqvT8KOCs7s6V2k+VNJ3iy63KbOC66l3PrZ7zpoqI43vYHsApdbZNBab25vXa9XpuN/31es6tk3Ju5cHqjao5ZL3mnPNwznk45zyccx7OOQ/n3HzOOA/nnEe/zzkNqm8O3AH8FnhbRCzs/qh+69tVz6u/1FBaPyJvd/q1g4ETgQerbgj6ZYqB5SskTaYocfP+tO1MYHvgh8U4N+vSYM+OwNWpbRBwaUT8Kh1T71w1ZwObmVltrTxYfS+wp6Q9gKeAScAJ5XapIznnPJxzHs45D+ech3POwzk3nzPOwznn0W9zlnRaeno5sCE93wH4W0l0ma1qQEQcDiBpS+BTFOVTgmKQ/0cldq3fiYjbqf3LCIAja+z/ceDjNdrnA/vUeY1n65yr7mxgMzN7tZYdrI6IdZJOpSiKPxCYGhEPdXPIlAZP3eh+/YJzzsM55+Gc83DOeTjnPJxz821ExuCce80559HPc67UX94L2J+ixIGA91DU620lXbMsO9uLgJXA+Wn9eOBi4AOl9ahvTKnz3PqWc87DOefhnPNo65xVfMlnZmZmZmZm1j1JNwB/GxGr0vrWwH9GxNHl9qx1Sbo/Ivbpqc3MzMxgQNkdMDMzMzMzs7YxGlhbtb4WGFNOV9rG7yUdVFmRdCDwuxL7Y2Zm1rJatgyImZmZmZmZtZyfA/dIupqi/vL7KMpcWBeSHqTIaDPgI5KeSOu7A38os29mZmatqiNmVks6WtIjkuZJOqPOPlMlLZU0J3f/OoVzzsM55+Gc83DOeTjnPJxzHs45D+ecRyfmHBFnAx8DlgPPAx+LiH/N2YfqzKqeL5P0sKQH0uMcSbMl3SDpG+kzeETSf6XnD0jar8ldfTdFTe+jgT2AQ4HD0vN3Nfm1N1kb5dzWnHMezrn5uv57ltb/JGlNyu5qSf+Wns+W9Kikx1PGfy3pfOfcs36Rc0S09UJxY5PHgNcAg4H7gbE19nsbsB8wp+w+t+PinJ1zJy3O2Tl30uKcnXMnLc7ZOXfS4pybmu1LmVU9XwAMStvPA85Nz88GngE2pxhkX50+m4OAu8t+L628OGfn3EmLc86bcdX6p6rWzwXOS8/HAk9R3PxvD2AJcB3FjXudcz/PuRNmVh8AzIuI+RGxFpgOTOy6U0TcBjyXu3MdxDnn4ZzzcM55OOc8nHMezjkP55yHc87DOTdJdWZVz1+IiHVpl9uAXdPz8RSfwxqK/5g/ChwQEXcBwySNytr5NuKc83DOeTjn5uv671lav7Zql7uAHdLzicCDwPqIeBxYB9wZBefcjf6QcycMVu8CPFm1vii1Wd9yznk45zyccx7OOQ/nnIdzzsM55+Gc83DO5fk7YCtJTwL783JN7cpnUvkc/JlsGuech3POwzk3398B10k6G/gy8EbgzLQtgA1V+zrnjdf2OXfCYLVqtEX2XnQ+55yHc87DOefhnPNwznk45zyccx7OOQ/nXAJJ/0gxc+y9EbEb8EfgHZXN6bH6c/BnshGccx7OOQ/n3HxVGV8SEf8IXAzcAZxatVvXXJ1zL3VKzp0wWL0I2K1qfVdgcUl96WTOOQ/nnIdzzsM55+Gc83DOeTjnPJxzHs45M0knUdzU8EORinVS/LT/Lel55TOpfA7+TDaCc87DOefhnLMYxqszXkRRM/xv07oo6oJXOOfe65icO2Gw+l5gT0l7SBoMTAJmlNynTuSc83DOeTjnPJxzHs45D+ech3POwznn4Zzz2go4HTiWV/6keR2whaTNgbuBPYF7JB0ErIiIJdl72t6ccx7OOQ/n3HyHAiOAYyNitaQ9U/sM4MPAHyXtAQwC3qyCc+69jsp5UNkd2FQRsU7SqcD1FN8OTI2Ih7ruJ+ky4DBghKRFwFci4sKsnW1jzjkP55yHc87DOefhnPNwznk45zyccx7OuXm6ZLYaWAtsC6wHZgHbSNpAMaNsIfAT4A8UA1A3UfzEfzXwseydbyPOOQ/nnIdzbr4a/549RXGzyoHAU5L+F1iX8t8ArAT2A35FUWf53cA8nHO3+kPOenlmuJmZmZmZmZmZmZlZOTqhDIiZmZmZmZmZmZmZtTkPVpuZmZmZmZmZmZlZ6TxYbWZmZmZmZmZmZmal82C1mZmZmZmZmZmZmZXOg9VmZmZmZmZmZmZmVjoPVpuZmZmZmVm/J2lzSb+WNFvSB8vuT6dyznk45zyccx7OOY9WyXlQWS9sZmZmZmZm1kL2BTaLiHFld6TDOec8nHMezjkP55xHS+TsmdVmZmZmZmbWUiR9TdJnqtbPlvTpGvsdJukWSVdKeljSJZKUtp0p6V5JcyRNqWq/RdK/S7ojbTtA0g7AfwDj0oyy1+Z6r2Vyznk45zyccx7OOY/+nLMHq83MzMzMzKzVXAicBCBpADAJuKTOvvsCnwXGAq8BDk7t34+I/SPiTcCWwLurjhkaEW8BPgVMjYilwMeB30bEuIh4rK/fUItyznk45zyccx7OOY9+m7MHq83MzMzMzKylRMQC4FlJ+wJHAb+PiGfr7H5PRCyKiA3AbGBMaj9c0t2SHgSOAN5Ydcxl6XVuA7aRNKwJb6PlOec8nHMezjkP55xHf87ZNavNzMzMzMysFV0AfBTYCZjazX5rqp6vBwZJ2gL4ITAhIp6U9FVgi6r9oss5uq73J845D+ech3POwznn0S9z9sxqMzMzMzMza0VXA0cD+wPX9/LYyn/In5G0FXBcl+0fBJB0CLAiIlZsSkfbnHPOwznn4ZzzcM559MucPbPazMzMzMzMWk5ErJV0M/B8RKzv5bHPS/op8CCwALi3yy7LJd0BbAP8XV/0t1055zyccx7OOQ/nnEd/zVkRLTPL28zMzMzMzAx46YZS9wHvj4hH+/C8twBfiIiZfXXOduac83DOeTjnPJxzHv01Z5cBMTMzMzMzs5YiaSwwD7ipL/+Dbq/knPNwznk45zyccx79OWfPrDYzMzMzM7OWJun/AD/v0rwmIg4soz+dyjnn4ZzzcM55OOc8+lPOHqw2MzMzMzMzMzMzs9K5DIiZmZmZmZmZmZmZlc6D1WZmZmZmZmZmZmZWOg9Wm5mZmZmZmZmZmVnpPFhtZmZmZmZmZmZmZqXzYLWZmZmZmZmZmZmZlc6D1WZmZmZmZmZmZmZWOg9Wm5mZmZmZmZmZmVnpPFhtZmZmZmZmZmZmZqXzYLWZmZmZmZmZmZmZlc6D1WZmZmZmZmZmZmZWOg9Wm5mZmZmZmZmZmVnpPFhtZmZmZmZmZmZmZqXzYLWZmZmZmZmZmZmZlc6D1WZmZmZmZmZmZmZWOg9Wm5mZmZmZmZmZmVnpPFhtZmZmZmZm1iSSdpR0oaTr0vpYSZPL7peZmVkratnBaklTJS2VNKfsvnQy55yHc87DOefhnPNwznk45zyccx7OOQ/nnEeH5TwNuB7YOa3/Efhsab0xMzNrYS07WE3xD/rRZXeiH5iGc85hGs45h2k45xym4ZxzmIZzzmEazjmHaTjnHKbhnHOYhnPOYRqdk/OIiLgC2AAQEeuA9eV2qX+RtJukmyXNlfSQpM+k9u0k3Sjp0fQ4PLV/UdLstMyRtF7SdmnbAkkPpm0zq16j3rkk6XxJ8yQ9IGm/MjIwM2sXLTtYHRG3Ac+V3Y9O55zzcM55OOc8nHMezjkP55yHc87DOefhnPPosJz/JGl7IAAkHQSsKLdL/c464PMR8QbgIOAUSWOBM4CbImJP4Ka0TkR8MyLGRcQ44EvArRFRfT0enrZPqGqreS7gGGDPtJwM/Khp79LMrAMMKrsDm0LSyRR/2TN06NDxr3/963s8ZtasWc9ExMhm962TOOc8nHMezjkP55yHc87DOefhnPNwznk45zzaKOfTgBnAayX9DhgJHNfdAZL2Ai6vanoNcCYwDPh7YFlq/3JEXJuO+RIwmWLW9qcj4vrUfjTwXWAgcEFEnJPa9wCmA9sB9wEnRsTa7vo1YsSIGDNmTI9vuNWu54hYAixJz1dJmgvsAkwEDku7XQTcApze5fDjgcsaeJl655oIXBwRAdwlaZikUalPNTWS86xZs56NiBEN9MvqaDDnlrqW25Gv5zw6KueIaNkFGAPMaWTf8ePHRyOAmWW/r1ZbnLNz7qTFOTvnTlqcs3PupMU5O+dOWpyzc96I9zIIeCPwJmCzXh47EPhfYHfgq8AXauwzFrgf2BzYA3gsHTcwPX8NMDjtMzYdcwUwKT3/MfDJnvqyw2veEP9x54LYsGFDS+bcYJ5jgCeAbYDnu2xb3mV9CMUM/+2q2h6nGNyfBZxc1V7zXMAvgUOq2m8CJnTXx+6u5w0bNsR/3LkgBg3b6Zmys2z3pZHruZWv5b5YgC2Ae9LfDQ8B/5Lap6VrfXZaxqV2AecD84AHgP16eg1fz3mWTsq5ZcuAmJmZmZmZmbU7SacAW0XEQxExB9hK0qd6cYojgcciYmE3+0wEpkfEmoh4nGIg6YC0zIuI+VHMmp4OTJQk4AjgynT8RcB7e+rI4IEDmLVwOavXtmfJbUlbAb8APhsRKxs45D3A7+KVJUAOjoj9KMp7nCLpbT29bI22qNG3kyXNlDRz2bJlNQ4prF67nlkLlxPr13U7C9561u7Xcx9ZAxwREfsA44CjU6kigC9GKocTEbNTW5+WtfH1nEe75ezBajMzMzMzM7Pm+fuIeL6yEhHLKUp5NGoSryxDcWq6Ud/Uyk38KEpaPFm1z6LUVq99e4qZwOu6tHdr7foNjN99OEMGD+xF91uDpM0oBqoviYirUvPTkkal7aOApV0O65o9EbE4PS4Frqb4QqC7cy0Cdqs6xa7A4q79i4gpETEhIiaMHFm/6sSQwQMZv/twNHDQ4B7esvWgna/nvpIm3r6QVjdLy6u+TKnyUlmbiLgLGFa57jeGr+c82i3nlh2slnQZcCewl6RFkiaX3adO5JzzcM55OOc8nHMezjkP55yHc87DOefhnPPosJwHpJnMAEgaSFGSo0eSBgPHAv+Zmn4EvJZiBuQS4NuVXWscHhvRXqsPL8343fzFP3HCgaOpejttIeV/ITA3Ir5TtWkGcFJ6fhJwTdUx2wKHdmkbKmnrynPgKGBOD+eaAXxEhYOAFdFNveoG3gsnHDiadSuWPrGx57DCLsO2bMvrua9JGihpNsUXLDdGxN1p09npi7HzJG2e2up9Abaxr+3rOYN2y7llb7AYEceX3Yf+wDnn4ZzzcM55OOc8nHMezjkP55yHc87DOefRYTnfAFwh6ccUA8KfAH7V4LHHAPdFxNMAlUcAST+lqIcM3c/erdX+DMWMyEFpdnXN2b7pNacAUwAmTJgQbTqwdzBwIvBgGpQD+DJwDsVnM5mijvX7q455H3BDRPypqm1H4OqUwSDg0oiofJb1znUt8E6K0iyrgY9t6puRBLFhw6aep9VImgq8G1gaEW+qsf1DvHwDzBco6qzfn7YtAFZR3GB0XURM6On1Bkj9fqAaICLWA+MkDaO4vt8EfImiVv5gij//pwNn0YuyNqQb4I4ePbrb1+/U67nVtFPOLTtYbWZmZmZmZtYBvgj8A/BJioGeG4ALGjz2eKrKUEgaVTUr9328clbvpZK+A+xMUU/2nvR6e0raA3iKoqzFCRERkm4GjqOoY/2KWcWdJiJup/YgGxQ1wWsdM43iJnPVbfOBfers/2ytc0VEAKc03tt+bRrwfeDiOtsfBw6NiOWSjqEYRD2wavvhEfFMc7vYuSLieUm3AEdHxLdS8xpJPwO+kNYbLmtD1ZdcTeu0dSQPVpuZmZmZmZk1gaQBwANpluiPe3nsEOAdFAPdFf8maRzFTMYFlW0R8ZCkK4A/AOuAU9JsSSSdClwPDASmRsRD6VynA9MlfR34PUWZDLPSRMRtksZ0s/2OqtW7KAZKbRNIGgm8mAaqtwTeDpxb+WIsldB5L6/8YuxUSdMpvijYpLI2ZrV4sNrMzMzMzMysCSJig6T7JY2OiF7VCo2I1RQ3QqxuO7Gb/c8Gzq7Rfi1FKYqu7fN5+eaAZu1mMnBd1XoAN0gK4CdpZq/1bBRwUaqlPwC4IiJ+Kek3aSBbwGyK8kXQhLI27UTSwRHxu57a6hz7OeDjFNfqgxTZjaL4dct2wH3AiRGxNtUIvxgYDzwLfDAiFvTle2llHqw2MzMzMzMza55RwEOS7gFeqn8cEceW1yWz9iXpcIrB6kOqmg+OiMWSdgBulPRwRNxW49iGayn3BxHxALBvjfYj6uzf38vafA/Yr4G2V5C0C/BpYGxE/Dn9EmYSxcD/eRExPd3XYDLFjXQnA8sj4nWSJgHnAh/s27fSujxYbWZmZmZmZtY8/1J2B8w6haS9KWq+H5PqhAMQEYvT41JJV1P8auBVg9WdXEtZ0sBK+R/rW5LeDLwFGCnptKpN21CUWGrEIGBLSS8CQ4AlwBHACWn7RcBXKQarJ6bnAFcC35ek9GVBxxtQdgfMzMzMzMzMOlVE3Ao8DGydlrmpzcx6QdJo4CqKUgl/rGofKmnrynPgKF6usdyfzJP0TUljy+5IBxoMbEUx4Lx11bKS4ka13YqIp4BvAU9QDFKvAGYBz0fEurTbImCX9HwX4Ml07Lq0/yvKQnUyz6w2MzMzMzMzaxJJHwC+CdxCUf/1e5K+GBFXltoxsxYj6TLgMGCEpEXAV4DNACLix8CZFAN2Pyzu+8e6iJgA7AhcndoGAZdGxK+yv4Hy7U1RWuKCdHPXqcD0iFhZbrfaX/qC8VZJ0yJiIbx0A92tGslX0nCK2dJ7AM8D/wkcU+ulKod0s636vB1Z1saD1WZmZmZmZmbN84/A/hGxFCDdtOzXFD/tNrMkIo7vYfvHKW5Q17V9PrBPs/rVLiJiFfBT4KeS3gZcBpwn6UrgaxExr9QOdoZ/lfQJYD3FzOhtJX0nIr7Zw3FvBx6PiGUAkq6iKCsyTNKgNHt6V2Bx2n8RsBuwSNIgYFvgua4n7dSyNi4DYmZmZmZmZtY8AyoD1cmz+P/iZtbHJA2UdGyq2f1d4NvAa4D/Bq4ttXOdY2yaSf1eikxHAyc2cNwTwEGShqj4CcCRwB+Am3m5jMhJwDXp+Yy0Ttr+m/5Srxr8D6SZmZmZmZlZM/1K0vWSPirpo8D/4IGjrCTtJulmSXMlPSTpM6l9O0k3Sno0PQ5P7YdJWiFpdlrOrDrX0ZIekTRP0hlV7XtIujud63JJg1P75ml9Xto+Ju+7t37kUYpSE9+MiH0j4jsR8XQqOdQfy6I0w2aSNqMYrL4mIl6kRnmOriLibopf09wHPEgxHjsFOB04TdI8ihI3F6ZDLgS2T+2nAWe86qQdzGVAzMzMzMzMzPqYpM0jYk1EfFHS3wCHUNQhnRIRV5fcvT4REaxeu54hgweS6gW3qnXA5yPivnQjvlmSbgQ+CtwUEeekgeczKAaPAH4bEe+uPomkgcAPgHdQ/Ez/XkkzIuIPwLnAeRExXdKPgcnAj9Lj8oh4naRJab8P9qbzbZRzW+uAnPeOiBdqbYiIT+fuTD1tnvNPgAXA/cBtknanuMlijyLiKxR12KvNBw6ose9fgPdvSkfbOWcPVpuZmZmZmZn1vTuB/ST9PCJOBK4qu0N9KSK49O4nmLVwOeN3H84JB47OMiCSfkL/IeA1EXGWpNHAThFxTzd9XQIsSc9XSZoL7EIxC/WwtNtFFDfBPL3GKSoOAOalGslImg5MTOc7Ajih6lxfpRisnpieQzGz8vuS1OhP+svKeWOlz2fXiHiy7L70RrvlXMc3avR5BTAzIq6psX927Z5zRJwPnF/VtFDS4WX1p552z9llQMzMzMzMzMz63mBJJwFvkfQ3XZeeDpa0QNKDqQzFzNRWr2yFJJ2fSk08IGm/qvOclPZ/NPWn0j4+nX9eOrZXIxmr165n1sLl7DxsS2YtXM7qtet7c/im+CHwZqByM75VFLOdG5LKcOwL3A3smAayKwPaO1Tt+mZJ90u6TtIbU9suQPUg7KLUtj3wfLpJWnX7K45J21ek/bv262RJMyXNXLZs2UvtJea8UdIg/H+V3Y/earec69gCGEdRDuRRYG9gO2CypH8vs2MV7Z5zKutzgqQvSzozlQj6ctn96qrdc/ZgtZmZmZmZmVnf+wRwEDAMeE+X5d3dHFft8IgYFxET0voZFGUr9gRu4uU6pscAe6blZIoZvUjajuJn5wdSzAr+SmWAO+1zctVxR/fmzQ0ZPJDxuw9n8fN/ZvzuwxkyeGBvDt8UB0bEKcBfACJiOTC4kQMlbQX8AvhsuklaPfcBu0fEPsD3eHnwtdaAfnTT3t0xr2yImBIREyJiwsiRI19qLzHnTXGXpP3L7kRvtGnOXb0OOCIivhcR3wPeDrwBeB9wVKk9Szog52sofi2xDvhT1dJS2j1nlwExMzMzMzMz62MRcTtwu6SZEXFhvf0kvSMibmzwtPXKVkwELk6zWu+SNEzSqLTvjRHxXHqtG4GjJd0CbBMRd6b2iyluGHZdo+9PEiccOJr37rtL7pqoL6ba0ZH6MRLY0NNB6aZovwAuiYhKSZanJY2KiCUpr6UA1QPZEXGtpB9KGkExY3q3qtPuCiwGngGGSRqUZk9X2qk6ZpGkQcC2wHONvtkSc94UhwP/IGkhxUCeKCZd711ut+pr05y72gUYSjF7n/R854hYL2lNed16WQfkvGtE9OqLvTK0e86eWW1mZmZmZmbWJN0NVCfn1jsUuEHSLEknp7Z6ZSvqlaforn1RjfZekcTQzQflHgg5H7ga2EHS2cDtwDe6OyCVOLkQmBsR36naNAOolEY5iWLWJJJ2qpRFkXQAxdjJs8C9wJ6S9pA0GJgEzEhfEtwMHNf1XF1e4zjgN43Wq67qfxk5b4pjgNdS1PGu/JLgPaX2qAFtmHNX/wbMlvQzSdOA3wPfkjQU+HWtAyRtIemeVPLmIUn/ktr3kHR3Kh90ebreK2UwLk/lg+5OZXV6pc1zvkPS/+ntQZL2SiWdKstKSZ/dmNJOvXjNts3ZM6vNzMzMzMzMylNvJOHgiFgsaQfgRkkP9/Ic3ZWnaKg0BRS1lCnKhTB69OhuupBHRFwiaRZwJMX7eG9EzO3hsIOBE4EHJc1ObV8GzgGukDQZeAJ4f9p2HPBJSeuAPwOT0gDzOkmnAtcDA4GpEfFQOuZ0YLqkr1MMEla+pLgQ+LmkeRQzqidtwttvCxGxsOw+9EcRcaGkaylK/gj4ckRUZvh/sc5hayhKh7yQfn1wu6TrgNOA8yJiuqQfA5MpSgdNBpZHxOskTaL4su2DTXxbreYQ4KOSHqfIrqFfDUTEIxT1xEm/DHmK4ku3SmmncySdkdZP55WlnQ6kyP7ApryjFuTBajMzMzMzM7Py1BwkrgwyRcRSSVdTDEDVLFtB/fIUi3i5bEil/ZbUvmuN/Wv1YwowBWDChAm9mhHcLBHxMNDd4H3X/W+n/pcCR9bY//vA9+uc61rg2hrt8yk+o67tf+HlQXCzPifp9RHxcNXs28qvKXaStFNE3Ffv2PQlzAtpdbO0BMWs+BNS+0XAVykGTCem5wBXAt+XpN7+WqCNHdMH5zgSeCwiFkrqVWmnyi9rOp3LgJiZmZmZmZm1EElDJW1deU5xc7Q51Clbkdo/kn46fhCwIg1qXA8cJWl4+nn5UcD1adsqSQelchcfqTqXmbWX09Ljt6uWb1Ut3ZI0MP3iYClwI/AY8Hyqvw6vLBP0UmmhtH0FsH2Nc54saaakmcuWLdvY99Vy0q8GdqOYjb4QWE3vx1YnAZel570t7dQveGa1mZmZmZmZWXkW1GjbEbg61RodBFwaEb+SdC+1y1ZcC7wTmEcxePIxgIh4TtLXKGotA5xVudki8ElgGrAlxY0VG765opm1joio1LT/EfCriFgp6Z+B/YCvNXD8emCcpGEUpSneUGu39NhQCaFW/EVGX5D0FWACsBfwM4qZ6P9BUWqokeMHA8cCX+pp1xptr8qx1co09RUPVpuZmZmZmZk1kaS3AGOo+j94RFycHv+m6/6ppMQ+NdqfpXbZigBOqfXaETEVmFqjfSbwNka1WgAAIABJREFUpkbfg5m1vH+KiCskHQK8g2KGdcO1jiPieUm3AAcBwyQNSrOnq8sEVUoOLZI0CNiWohZ7f/E+YF/gPijKNVV+BdOgY4D7IuLptN7b0k6v0KlfCrgMiJmZmZmZmVmTSPo5xU/xDwH2T8uEUjtlZp1ofXp8F/DjiLgGGNzdAZJGphnVSNoSeDswF7iZ4kaj8OqSQ5VSRMcBv+lH9aoB1qb3G/BSmabeOJ6XS4BA70s79QueWW1mZmZmZmbWPBOAsf1sQMfM8ntK0k8oBpzPlbQ5PU9SHQVcJGlg2veKiPilpD8A0yV9Hfg9cGHa/0Lg55LmUcyontSMN9LCrkgZD5P098DfAT9t5EBJQyhmvP9DVfM59KK0U3/hwWozMzMzMzOz5pkD7AT0m1lxZhtD0lTg3cDSiHhViZp0M9DvUgzirQY+GhH3pW0nAf+Udv16RFyUp9ct5QPA0cC3UkmPUcAXuzsgIh6gKGvRtX0+cECN9r/w8oBqfzQSuBJYSVG3+kyKLwd6FBGr6XIzyo0p7dQfeLDazMzMzMzMrI9J+m+Kn4pvDfxB0j3Amsr2iDi2rL6ZtahpwPeBi+tsPwbYMy0HkuoxS9oOqNz4LoBZkmZExPKm97iFpMHQq6rWl+AvyfraOyLidODGSoOkbwOnl9elzuPBajMzMzMzM7O+962yO2AFSbtRDIDuBGwApkTEd9Mg5+UUN79cAHwgIpZL+hAvDz69AHwyIu5P51oArKKoD7wuIiak9nrnqjsb2F4pIm6TNKabXSYCF6dZp3dJGpZmDx8G3BgRzwFIupFihvFldc9k1guSPgl8CniNpAeqNm0N/K6cXnUu32DRzMzMzMzMrI9FxK0RcSswpPK8qu0NZfevn1kHfD4i3gAcBJwiaSxwBnBTROwJ3JTWAR4HDo2IvYGvAVO6nO/wiBhXGahO6p2rejbwyRSzgW3j7AI8WbW+KLXVazfrK5cC76G48eF7qpbxEfHhMjvWiVp6sFrS0ZIekTRP0hk9H2Ebwznn4ZzzcM55OOc8nHMezrn5nHEezjkP55xHh+X8z5KOqKxIOp1ihmjHiQj+tGZd2d14lYhYUpnNHBGrgLkUg5kTgUpt44uA96Z97qgqIXEXsGsDL1PzXFTNBo6IuyhuzDaquxNtiMD346xJNdqim/ZXn0A6WdJMSTOXLVvW7YtFBGhAS4+btYNOuJ4jYkVELIiI4yNiYdXyXNl9q+iEnCta9g9duhPpDyi+hRwLHJ+++bQ+5JzzcM55OOc8nHMezjkP59x8zjgP55yHc86jA3M+FviGpLdKOpvipmUdV686Irj07if45/+aw4Chw0aU3Z96UpmJfYG7gR1TXd9Kfd8dahwyGbiuaj2AGyTNknRyVXu9c/V61u9Tz/+ZS+9+omMGnvrQImC3qvVdgcXdtL9KREyJiAkRMWHkyJF1X6hyPQ/adofRm97t/s3Xcx6dlHPLDlZT/AM+LyLmR8RaYDod+u1zyZxzHs45D+ech3POwznn4Zybzxnn4ZzzcM55dFTOEfEMxeD0D4CdgeMi4sVye9X3Vq9dz6yFy9l52JYM2GyLrcruTy2StgJ+AXw2IlY2sP/hFIPV1TdPOzgi9qP4MuUUSW/r6TQ12l41mlQ943ftCyuYtXA5q9eu76mL/c0M4CMqHASsSF8MXA8cJWm4pOHAUalto1Wu51i/bu2md7t/GzxwgK/nDDop51YerHbNoTyccx7OOQ/nnIdzzsM55+Gcm88Z5+Gc83DOeXREzpJWSVopaRUwD/gr4P3ASkk9DpS2myGDBzJ+9+Esfv7PbHjxLy+U3Z+uJG1GMVB9SURclZqfrpTkSI9Lq/bfG7gAmBgRz1baI2JxelwKXE3x5Up352po1m/1jN/BW23L+N2HM2TwwE19221F0mXAncBekhZJmizpE5I+kXa5FphP8efppxQ3vCOVYvgacG9aztrU8gyV61kDBw3elPMYrF2/oV9ez7l1Us6Dyu5AN3r89jH95Kbys5s1kuY0cN69NrVjHcY55+Gc83DOeTjnPJxzHs65+RqeUYZz3hTOOQ/nnEdH5BwRW+d6rVxmzZr1jKSFaXUE8EyXXUagAc8RG3ajhUgScCEwNyK+U7VpBnAScE56vCbtPxq4CjgxIv5YdZ6hwICIWJWeHwWc1d25UvupkqYDB/LybOC6ls6f++yH3zxmQbprW+2cYfdG33+7iIjje9gewCl1tk0Fpvbm9Rq6nqElfyXQTvrr9ZxbJ+XcyoPVPX77GBFTSHfllTSzy514a5I0sy872QGccx7OOQ/nnIdzzsM55+Gcm6/hGWU4503hnPNwznl0RM6S9utue+WGf+0kIl4q8lsrc0kzY8P6Hj+HEhwMnAg8KGl2avsyxcDyFZImA09QzHwHOBPYHvhhMc7NuvRedwSuTm2DgEsj4lfpmHrnuhZ4J8Vs4NXAx3rqbES8VPO7bs4RYxp+91ZTQ9ezc95kvp7z6KScW3mw+l5gT0l7AE8Bk4ATyu1SR3LOeTjnPJxzHs45D+ech3NuPmech3POwznn0Sk5f7vqefXMcKX1I/J2p/+KiNupPWMf4Mga+38c+HiN9vnAPnVe49k656o7G9jMzF6tZQerI2KdpFMpiuIPBKZGxEMld6vjOOc8nHMezjkP55yHc87DOTefM87DOefhnPPolJwj4nAASVtS1NY9hGKQ+rfAj0rsmpmZWctq2cFqgIi4luInM42Y0sf79RvOOQ/nnIdzzsM55+Gc83DOzdfLjME5bxTnnIdzzqPDcr4IWAmcn9aPBy4GPlBCX/pSrSx9Hfc955yHc87DOefR1jmr+EWKmZmZmZmZmfU1SfdHxD49tZmZmRkMKLsDZmZmZmZmZh3s95IOqqxIOhD4XYn9MTMza1kdMVgt6WhJj0iaJ+mMOvtMlbRU0pzc/esUzjkP55yHc87DOefhnPNwznk45zyccx7OufkayTjtlz1nSQ9KegA4ELhD0gJJjwN3Am/L1Y9NJWmgpN9L+mVa31vSs5LWSlop6a2StpP0a0mrJK2WNFPSGBXOT5/PA5L2K/v9tKIaGe+RMlyVMp4r6c2SdpL0vyn7FZL2Tvs75wY45zyccx6dnHPbD1ZLGgj8ADgGGAscL2lsjV2nAUdn7FpHcc55OOc8nHMezjkP55yHc87DOefhnPNwzs3Xi4yhnJzfDbwnve4ewKHAYen5uzL3ZVN8BphbtT4DuDIiBgPTgf2BM4AXgEuAs4CngHMpPps903IyvrFkPV0zPhf4E/A54FKK63wuRa3zBSn7/wEuT/s758Y45zyccx4dm3PbD1YDBwDzImJ+RKyl+MdyYtedIuI24LncnesgzjkP55yHc87DOefhnPNwznk45zyccx7OufkayhjKyTkiFna35OzLxpK0K8XA+gVpfRtgN+CUtMvPgL+myH1biptJXgS8HjgytV8chbuAYZJGZX0TLa5GxqLIbjRwIUWe74mI54GDga+nQ/8fsGfa3zn3wDnn4Zzz6PScO2Gwehfgyar1RanN+pZzzsM55+Gc83DOeTjnPJxzHs45D+ech3NuPmfcfP9OMbixIa3vB7wIXCDp98CngV2BHYGRwJMRsQTYAVgBjMGfUU+6Zrw9xezIZRRfBvwU2F/SUGALYDZARCwClPb3n4WeOec8nHMeHZ1zJwxWq0ZbZO9F53POeTjnPJxzHs45D+ech3POwznn4ZzzcM7N54ybSNK7gaURMauqeRCwOfCjiNgXWE0xSA21Pw9/Rt2ok7HSsh/Fz/KPoRiQqleTPXDO3XLOeTjnPPpDzoPK7kAfWETxM6SKXYHFJfWlkznnPJxzHs45D+ech3POwznn4ZzzcM55OOfmc8bNdTBwrKR3UszM2wZYQzEAUhkkuRc4FngaWArsJml9er498Dj+jLpTK+N/B4YAiyLibklvBh6jGIT6CzAOWJTKAARFeRv/Weiec87DOefR8Tl3wszqeynqrewhaTAwieKGD9a3nHMezjkP55yHc87DOefhnPNwznk45zycc/M54yaKiC9FxK4RMYYi299ExN9SDHL837Tbxyl+Xj6DouzHSWl5BPhNav+ICgcBK1KZEKNuxh+iyO7PkvaiyPMZ4A/AHcA/pcP/jaJme+Ccu+Wc83DOefSHnNt+sDoi1gGnAtdT3OXyioh4qOt+ki4D7gT2krRI0uS8PW1vzjkP55yHc87DOefhnPNwznk45zyccx7OufkazRiccx/7KPB1SWuAUcCHgXMobrD4IeBMirqnZwDXAvOBeRQ1VD9VQn/b0enAeuB+isGo9cA3KAag9pC0luLmasen/Z3zxnHOeTjnPDomZxWD6WZmZmZmZmZmZmZm5Wn7mdVmZmZmZmZmZmZm1v48WG1mZmZmZmZmZmZmpfNgtZmZmZmZmZmZmZmVzoPVZmZmZmZmZmZmZlY6D1abmZmZmZmZmZmZWek8WG1mZmZmZmZmZmZmpfNgtZmZmZmZmVk/IOmrkr7QwH7TJB3Xi/NeJukBSZ/btB52Buech3POwznn4ZxfNqjsDpiZmZmZmZlZe5K0E/CWiNi9F8cMioh1TexWx3HOeTjnPJxzHu2as2dWm5mZmZmZmXUoSf8o6RFJvwb2AgZImpW27SMpJI1O649JGpIOfbuk30r6o6R3d/MSNwA7SJot6a2Sxkm6K83ku1rS8HTuWyR9Q9KtwGck7S/pDkn3S7pH0taSBkr6pqR70/H/0Lxk+pZzzsM55+Gc83DOtXlmtZmZmZmZmVkHkjQemATsS/H///uAWcAWkrYB3grMBN4q6XZgaUSslgQwBjgUeC1ws6TXRcRfarzMscAvI2Jces0HgP8bEbdKOgv4CvDZtO+wiDhU0mDgYeCDEXFv6sufgcnAiojYX9LmwO8k3RARj/d1Nn3JOefhnPNwznk45/o8WG1mZmZmZmbWmd4KXB0RqwEkzUjtdwAHA28DvgEcDQj4bdWxV0TEBuBRSfOB1wOzu3sxSdtSDHjcmpouAv6zapfL0+NewJKIuBcgIlam448C9tbL9Vi3BfYEWnrQCeeci3POwznn4Zzr8GC1mZmZmZmZWeeKGm2/pRgo2R24Bjg97ffLbo6rdZ7e+lN6VJ3ziWLW3/V98Fq5Oec8nHMezjkP51yDa1abmZmZmZmZdabbgPdJ2lLS1sB7qto/DDyaZuc9B7wT+F3Vse+XNEDSa4HXAI/09GIRsQJYLumtqelE4NYauz4M7Cxpf4BUD3UQcD3wSUmbpfa/kjS0d2+5FM45D+ech3POwznX4ZnVZmZmZmZmZh0oIu6TdDnFz8MXkn5GHhELUt3T29KutwO7RsTyqsMfoRjI2BH4RJ16qLWcBPxYxY3A5gMfq9GvtZI+CHxP0pYU9VDfDlxAUYv1PhUdXAa8t/F3XA7nnIdzzsM55+Gc61NEX8wUNzMzMzMzMzMzMzPbeC4DYmZmZmZmZmZmZmalcxkQMzMzMzMzM+uWpL8Gzu3S/HhEvK+M/nQq55yHc87DOefRaTm7DIiZmZmZmZmZmZmZlc5lQMzMzMzMzMzMzMysdB6sNjMzMzMzMzMzM7PSebDazMzMzMzMzMzMzErnwWozMzMzMzMzMzMzK50Hq83MzMzMzMzMzMysdB6sNjMzMzMzMzMzM7PSebDazMzMzMzMzMzMzErnwWozMzMzMzMzMzMzK50Hq83MzMzMzMzMzMysdB6sNjMzMzMzMzMzM7PSebDazMzMzMzMzMzMzErnwWozMzMzMzMzMzMzK50Hq83MzMzMzMzMzMysdB6sNjMzMzMzMzMzM7PSebDazMzMzMzMzMzMzErXsoPVkqZKWippTtl96WTOOQ/nnIdzzsM55+Gc83DOeTjnPJxzHs45D+ech3M2M7NW07KD1cA04OiyO9EPTMM55zAN55zDNJxzDtNwzjlMwznnMA3nnMM0nHMO03DOOUzDOecwDeecwzScs5mZtZCWHayOiNuA58ruR6dzznk45zyccx7OOQ/nnIdzzsM55+Gc83DOeTjnPPpLzpJ2k3SzpLmSHpL0mdS+naQbJT2aHoen9i9Kmp2WOZLWS9oubVsg6cG0bWbVa9Q7lySdL2mepAck7VdGBmZm7aJlB6vNzMzMzMzMzPrAOuDzEfEG4CDgFEljgTOAmyJiT+CmtE5EfDMixkXEOOBLwK0RUT2of3jaPqGqrea5gGOAPdNyMvCjpr1LM7MOMKjsDmwKSSdT/GXP0KFDx7/+9a/v8ZhZs2Y9ExEjm923TuKc83DOeTjnPJxzHs45D+ech3POwznn4ZzzcM55dELOEbEEWJKer5I0F9gFmAgclna7CLgFOL3L4ccDlzXwMvXONRG4OCICuEvSMEmjUp9q2nKb4TFql93Ybujgui/Wahm3oxEjRsSYMWPqbn/uT2tZ8Ni8NRvWrt4iX686j6/nPDoq54ho2QUYA8xpZN/x48dHI4CZZb+vVlucs3PupMU5O+dOWpyzc+6kxTk7505anLNz7qSlv+Wc3u8TwDbA8122Le+yPoSiTMp2VW2PA/cBs4CTq9prngv4JXBIVftNwIQa/ToZmAnMHLbDzvG56b+PF/7yYltm3C5Ld9fzC395MT43/fcxcOsRi8vuZzMXYAvgHuB+4CHgX1L7tHStz07LuNQu4HxgHvAAsF9Pr7Hrnm/09Zxh6aSc23pmtZmZmZmZmZlZIyRtBfwC+GxErJTU0yHvAX4XrywBcnBELJa0A3CjpIejqP1d92VrtMWrGiKmAFMAdnzt2Bi/+3CGDB7YU/+sSYYMHsj43YejgYPqT1PtDGuAIyLiBUmbAbdLui5t+2JEXNll/+qyNgdSlLU5sLsXWLt+A76em6+Tcm7ZmtWSLgPuBPaStEjS5LL71Imccx7OOQ/nnIdzzsM55+Gc83DOeTjnPJxzHs45j/6UcxqI+wVwSURclZqfljQqbR8FLO1y2CS6lACJiMXpcSlwNXBAD+daBOxWdYpdgcXd9XWXYVtywoGjaWAw3ZpEEiccOJp1K5Y+UXZfmilNuH0hrW6Wlld9mVLlpbI2EXEXMKxy3dfj6zmPTsq5ZWdWR8TxZfehP3DOeTjnPJxzHs45D+ech3POwznn4ZzzcM55OOc8+kvOKkZvLgTmRsR3qjbNAE4CzkmP11Qdsy1wKPDhqrahwIAo6l4PBY4CzurhXDOAUyVNp5iBuiK6qVcNMEDqiAGndicJYsOGsvvRbJIGUpS1eR3wg4i4W9IngbMlnUm6YWhErKGo9f5k1eGLUtuSLud8qdb96NGdMYDa6jrp742WnVltZmZmZmZmZtYHDgZOBI6QNDst76QYWH6HpEeBd6T1ivcBN0TEn6radqQok3A/RZ3f/4mIX6Vt9c51LTCfosbvT4FPNeUddgBJUyUtlTSnzvYPSXogLXdI2qdq2wJJD6bPdma+Xre/iFgfEeMoZv0fIOlNwJeA1wP7A9vx8o1HGy5rExETImLCyJGtfz8/ay0tO7PazMzMzMzMzGxTRcTt1B5kAziyzjHTKG4yV902H9inzv7P1jpXuqnZKY33tl+bBnwfuLjO9seBQyNiuaRjKGp8V9dLPjwinmluFztXRDwv6Rbg6Ij4VmpeI+lnwBfSeq/L2pj1lmdWm5mZmZmZmZlZqdKNKp/rZvsdEbE8rd5FMVBqm0DSSEnD0vMtgbcDD1fVXxfwXqAy230G8BEVDqKBsjadRNLBjbTZpvFgtZmZmZmZmZmZtZPJwHVV6wHcIGlWqpdck6STJc2UNHPZsmVN72QbGAXcLOkB4F7gxoj4JXCJpAeBB4ERwNfT/v29rM33Gmx7FUmfk/SQpDmSLpO0haQ9JN0t6VFJl0sanPbdPK3PS9vH9OF7aHkuA2JmZmZmZmZmZm1B0uEUg9WHVDUfHBGLJe0A3Cjp4TRT+xUiYgpF+RAmTJjwqlrL7UzSwIhY35tjIuIBYN8a7UfU2b9flrWR9GbgLcBISadVbdoGGNjA8bsAnwbGRsSfJV0BTALeCZwXEdMl/Zjiuv5RelweEa+TNAk4F/hgn76pFuaZ1WZmZmZmZmZm1vIk7Q1cAExMdcIBiIjF6XEpcDVwQDk9LNU8Sd+UNLbsjnSgwcBWFJN+t65aVgLHNXiOQcCWkgYBQ4AlwBHAlWn7RRQlVwAmpnXS9iNTSZZ+wTOrzczMzMzMzMyspUkaDVwFnBgRf6xqHwoMiIhV6flRwFkldbNMe1PM1r1A0gBgKjA9IlaW2632FxG3ArdKmhYRCwFSxls1km9EPCXpW8ATwJ+BG4BZwPMRsS7ttgjYJT3fBXgyHbtO0gpge+AVNxBNJW9OBhg9evSmvckW4pnVZmZmZmZmZmZWKkmXAXcCe0laJGmypE9I+kTa5UyKAbsfSpotaWZq3xG4XdL9wD3A/0TEr7K/gZJFxKqI+GlEvAX4f8BXgCWSLpL0upK71yn+VdI26UuRPwCPSPpiTwdJGk4xW3oPYGdgKHBMjV0rpWlqzaJ+VdmaiJgSERMiYsLIkSMbfQ8tzzOrzczMzMzMzMysVBFxfA/bPw58vEb7fGCfZvWrXUgaCLwL+BgwBvg2cAnwVoobI/5VaZ3rHGMjYqWkD1FkejrFDOlv9nDc24HHI2IZgKSrKGpgD5M0KM2u3hVYnPZfBOwGLEplQ7YFnuvzd9OiPLPazMzMzMzMzDqWpN0k3SxprqSHJH0mtW8n6UZJj6bH4an9MEkr0uzd2ZLOrDrX0ZIekTRP0hlV7XtIujud63JJg1P75ml9Xto+Ju+7t37kUYrZu9+MiH0j4jsR8XREXAn0u5nmTbKZpM0oaktfExEvUmPGcw1PAAdJGpJqTx9JMTP7Zl6ueX0ScE16PiOtk7b/Jt3csl/wYLWZmZmZmZmZdbJ1wOcj4g3AQcAp6SZ0ZwA3RcSewE1pveK3ETEuLWfBSzNXf0Dx8/2xwPFVN7M7FzgvnWs5MDm1TwaWR8TrgPPSfmbNsHdETI6IO7puiIhPl9GhDvQTYAFFGY/bJO1OcZPFbkXE3RQ3SrwPeJBiPHYKxczs0yTNoyhxc2E65EJg+9R+Gq/8u6njuQyImZmZmZmZmbWFNCvxQ8BrIuKsdNO9nSLinnrHRMQSYEl6vkrSXIobmE0EDku7XQTcQjF4VM8BwLxUdgJJ04GJ6XxHACdUneurwI/Sa3w1tV8JfF+SejNLMiJYvXY9QwYPpHj7rSt9PrtGxJNl96W32innOr5Ro98rgJkRcU2N/UvRzjlHxPnA+VVNCyUd3uCxX6GoI15tPsXfK133/Qvw/o3tZzpH2+bswWozMzMzMzMzaxc/BDZQDA6f9f/Zu/doy6r6zPvfh4JCQCMghSJQoC0NkkQRKkCibzrgpcF0B/O2iYCJxJCuXMibTtuxNWmHpo3p1iTGjtHGoGBBoqASDbTBjngliYJUGeQiQQqkoIBwkeImSknxe/9Y88ChOFV16nLmPnvX9zPGGnuvueZae+5nnzoMfnueuYAHgL8Gfmw2J7dlOF4EXAY8sxWyqarbk+w9reuPtxv23Qb8TlVdw1Dgnl6EXQ0cxTAj8t627uxU+77t+WPnVNUjSe5r/e+ezXirio9edjMrVq3hiAP24OSjFs/rwlNVVZK/AY4Y9Vg2x7jlvAFPAQ4BPtH2/wNwDXBqkmOq6rdHNrJm3HNOsjNDrgfyxJrq20cyoA0Y95xdBkSSJEmSJI2Lo6rqNOD7AFW1Blg4mxOTPJWhsP3bVbWxP93/OnBAVb0Q+HPgb6YuMUPf2kj7xs5Zf2xLkyxPsvyuu+56rP2htetYsWoNz959F1asWsNDa9dtZNjzxqVJZvXlwXwxpjmv73nAsVX151X15ww39Xs+8LPAK0Y6smYCcr6A4a8lHgG+O22bV8Y9Z2dWS5IkSZKkcfGDtnZ0ASRZxDDTeqPaTdH+GvhIVX2yNd+RZJ82q3of4E6A6YXsqrooyf9OshfDjOn9p112P4aZ13cDuyfZsc2unmpn2jmrk+wIPB24Z/3xVdUZDGvYsmTJkseK2bsuXMARB+zx2AzJXRcu2NRbnQ+OAX41ySqGQl4YJl2/YLTD2rAxzXl9+zKspXxf298NeHZVrUvy8OiG9bgJyHm/qjpu1IPYlHHP2WK1JEmSJEkaF+8FPgXsneQPgVcDb9nYCW0d5TOBa6vqT6cduhA4BXhne7yg9X8WcEdb0uJIhr9K/w5wL3BQkucAtwInAie3fl9sYzlv+rWmvcZX2/EvbM561Uk4+ajFvOpF+47T2rPHj3oAm2tMc17fHwFXJPkSwxcEP8mwjvVuwOdmOiHJU4BLgJ0ZaoTnV9Xb2s/4ecCeDH9p8ItVtbYtg3EOwzIv3wFeU1U3zXaAE5DzV5L8aFVdNeqBbMy452yxWpIkSZIkjYWq+kiSFcBLGQpyr6qqazdx2ouBXwSuSnJFa/s9hiL1x5OcCtzM4zc0ezXw60keAb4HnNgKzI8k+U3g74AFwFltLWsYbsx4XpJ3AP/EUBynPf5lkpUMM6pP3Nz3nITddh6f8k1VrRr1GLbEuOW8vqo6M8lFDDfsC/B7VTU1w/+NGzjtYYalQx5sf33wD0k+A7wBeE9VnZfkA8CpDDcMPRVYU1XPS3Ii8C7gNZszzjHP+SXALyX5NkN2s/qrgSQHAx+b1vRc4K0Mhf+PMayBfRPw81W1pn3B9mfAK4GHgF+qqq9vzkDHOefxHLUkSZIkSdouVdU/A/+8Gf3/gZnXjoah6L1+//cB79vAtS4CLpqh/UaGIuH67d/n8SK4tM0lOaSq/jnJ4a1p6iagz0ryrI0VOduXMA+23Z3aVgw3MD25tZ8N/D5DsfqE9hzgfOB9SbI5fy0w5rborwaq6jrgMIC2jNGtDH8h8mbg81X1ziRvbvtvaq9zUNuOYsj+qK0e/ZiwWC1JkiRJkiSNpzcAS4F3T2tCSUr4AAAgAElEQVSbXjw+dmMnt+LpCoYbNL4fuAG4t62/DsO66/u25/vSiuFV9UiS+4BnMKzbPvGqalWSlwAHVdWH25r5T93My7wUuKFd6wTgp1r72cCXGIrVJwDntC8BLk2y+9T6+tvkjcxzO4x6AJIkSZIkSZI2X1UtbU9PB06oqmOALzLcaPF3ZnH+uqo6jOHGoEcCz5+pW3uc6S8UnjSrOsnSJMuTLL/rrrtm8S7GQ5K3MRSTf7c17QT81WZe5kTg3Pb8mVMF6Pa4d2t/7EuBZvoXBtPHM5E5W6yWJEmSJEmSxttbqur+NvP35cAyhgL2rFTVvQwze48Gdk8ytRrDfsDU2tergf0B2vGnM6zFvv61zqiqJVW1ZNGiRVv2buannwV+BvguQFsT/GmzPTnJwnb+JzbVdYa2J30pMKk5W6yWJEmSJEmSxtu69vjTwAeq6gJg4cZOSLIoye7t+S7Ay4BrGWZmv7p1OwW4oD2/sO3Tjn9hO1qvGmBte78FkGS3zTz/eODrVXVH278jyT7tWvsAd7b2x74UaKZ/YTDxLFZLkiRJkiRJ4+3WJH8B/DxwUZKd2XTdbx/gi0muBC4HLq6qTzMsdfGGJCsZ1qQ+s/U/E3hGa38Dww0BtycfbxnvnuQ/Ap8DPrgZ55/E40uAwBOL/+t/KfC6DI4G7tte1qsGb7AoSZIkSZKkEUtyFvDvgDur6kdmOB7gz4BXAg8Bv1RVX2/HTgHe0rq+o6rO7jPqeeXngeOAP6mqe9tM3Tdu7ISquhJ40QztNzKsX71++/eBn9s2wx1Li4DzgfuBg4G3MsxG36QkuzIsz/Kr05rfyVAAPxW4mcezvYjh53wlw8/667fF4MeFxWpJkiRJkiSN2jLgfcA5Gzh+PHBQ245iWI/5qCR7Am8DljAsz7AiyYVVtWbORzyPVNVDwCen7d8ObDezcTt5eVW9Cbh4qiHJuxlmom9U+3yesV7bd4CXztC3gNO2erRjymVAJEmSJEmSNFJVdQkz3KxvmhOAc2pwKcNSDPsA/5Zh+Yp7WoH6YoYZxtI2keTXk1wFHJzkymnbt4ErRz2+SWOxWpIkSZIkTawk+yf5YpJrk1yT5D+19j2TXJzk+va4R2t/7bRi1FeSvHDatW5KclWSK5Isn9a+oWslyXuTrGzXO7z3+58g+wK3TNtf3do21C5tKx8F/j3DWtL/ftp2RFX9wigHNonmdbE6yXFJrmu/1Le3Rdu7Mec+zLkPc+7DnPsw5z7Mee6ZcR/m3Ic592HOfWxHOT8C/Jeqej5wNHBakkMZbg73+ao6CPg8j98s7tvAv6mqFwB/AJyx3vWOqarDqmrJtLYNXWv60hVLGZau2CpVBdlhXtdz5khmaKuNtD/5AsnSJMuTLL/zzruGLDVS4/DzXFX3VdVNVXVSVa2atm3sLwHmlXHIecq8HWSSBcD7GX6xHwqc1P5jom3InPsw5z7MuQ9z7sOc+zDnuWfGfZhzH+bchzn3sT3lXFW3T92Ir6oeAK5lmHl7AjB1I76zgVe1Pl+Ztt7xpcB+s3iZGa/Fhpeu2NL3wkcvu5kdn7734i29xhhbDew/bX8/4LaNtD9JVZ1RVUuqasnDO+3GRy+72YL1CG3nP8/djFvO87ZYzXDX0ZVVdWNVrQXOY/glr23LnPsw5z7MuQ9z7sOc+zDnuWfGfZhzH+bchzn3sV3mnORA4EXAZcAz203opm5Gt/cMp5wKfGbafgGfTbIiydJp7Ru61qyWqJg+4/euu+7a4PgfWruOFavWUOseWbvRNzqZLgRe15ZWORq4r2X9d8ArkuzRll95RWvbqIULdmDFqjU8tHbd3I5aG7Sd/zx3M245z+ditWsO9WHOfZhzH+bchzn3Yc59mPPcM+M+zLkPc+7DnPvY7nJO8lTgr4Hfrqr7Z9H/GIZi9ZumNb+4qg5nmJF+WpKf3NRlZmh70lTe6TN+Fy1atMGL7bpwAUccsAdZsOPCTY1/3CQ5F/gqw03sVic5NcmvJfm11uUi4EZgJfBB4DcA2lIMfwBc3ra3z2Z5hrXrHuWIA/Zg14UL5uDdaDYm+ed5Phm3nHcc9QA2YpO/0Nu3mFPfZD6c5OpZXPfgrR3YhDHnPsy5D3Puw5z7MOc+zHnuzep/0s15q5lzH+bchzn3sV3lnGQnhkL1R6rqk635jiT7VNXtbWmOO6f1fwHwIeD4qvrOVHtV3dYe70zyKYYZ6pds5FqzXqJiyooVK+5Osmpa017A3et1O2RWb3yMVNVJmzhewGkbOHYWcNbmvN6dN177nV/48QNvmnZ3vJlynnc/y+NmFj/PewFP7TuqyTNJOc/nYvUmf6FX1Rm0Gx0kWb7ezQ1mlGl36xVgzr2Ycx/m3Ic592HOfZjz3JvV/6Sb81Yz5z7MuQ9z7mO7yTlJgDOBa6vqT6cduhA4BXhne7yg9V8MfBL4xar61rTr7AbsUFUPtOevAN6+sWu19t9Mch5wFI8vXbFBVfWEqdUz5T7fMh5HVbXX9H1znhub+nlu+wd2H9iEmaSc5/MyIJcDByV5TpKFwIkMv+S1bZlzH+bchzn3Yc59mHMf5jz3zLgPc+7DnPsw5z62p5xfDPwicGySK9r2SobC8suTXA+8vO0DvBV4BvC/W9+pguUzgX9I8g3ga8DfVtX/bcc2dK0Zl66QJM1s3s6srqpHkvwmw6L4C4CzquqaEQ9r4phzH+bchzn3Yc59mHMf5jz3zLgPc+7DnPsw5z62p5yr6h+YedkTgJfO0P9XgF+Zof1G4IUbeI3vbOBaG1y6QpL0ZPO2WA1QVRcxfAs5G2ds437bDXPuw5z7MOc+zLkPc+7DnOfeZmYM5rxFzLkPc+7DnPsw57ExU55mvO2Zcx/rZ2rGc2Nsc87wJZ8kSZIkSZIkSaMzn9esliRJkiRJkiRtJyaiWJ3kuCTXJVmZ5M0b6HNWkjuTXN17fJPCnPsw5z7MuQ9z7sOc+zDnPsy5D3Puw5zn3mwybv3MeSv4s7xtJLkpyVVTN21McnDbfyDJw0keSfK7SX4/ya1J7mrt305yeLvG7ya5I8na1ueU1n5cu/7DSe5O8t4MnpPksiTXJ/lYhptpTjRz7sOc+1gv5+mPDyRZ1343v7Pld0XL+bYkVyY5vGW8Msntrc/1SU7J47/Xb0nyL63Pe+dDxmNfrE6yAHg/cDxwKHBSkkNn6LoMOK7j0CaKOfdhzn2Ycx/m3Ic592HOfZhzH+bchznPvc3IGMx5i/mzvM0dU1WHVdWSqroO+Azwh8CuwPeAxa3fZ4DlwFOAk4DTW+6vBb4LHAmsBd6W5BkMn9F9wMuAW4HDGD6PdwHvqaqDgDXAqV3e5eiZcx/m3MdUzj9aVYcx5Pk/gLuATwEvAd4D/B5DzvsCSxl+L5/Yjv+AIeOjgbcBpzP8Xv8X4AHgZ4CDgLMZccZjX6xm+IFeWVU3VtVa4DzghPU7VdUlwD29BzdBzLkPc+7DnPsw5z7MuQ9z7sOc+zDnPsx57s0qYzDnreTP8tw6gaE49FLgWuDY1v7DwDk1uBTYHfgF4Crg4qq6AvgW8A3gNOBmYOeq+nuGz+hW4FXteue3a57d2rZH5tyHOfdxAvBt4Abgz4BDprVPz3kf4G+BYxgK3N8C/jVDzvczfKHwNOCsqXOBH2PEGU9CsXpf4JZp+6tbm7Ytc+7DnPsw5z7MuQ9z7sOc+zDnPsy5D3Oee2bchzlvOwV8NsmKJEtb2zOr6naG2Y/nAHu39hcCf5BheZU9GHL/V+0aU5/HauD7rf2+tj/VvhA4ELi3qh6Z1r49fHbm3Ic59zFjzsArgHNb3rsBv8kwa/21LWMY8vwej/8en8rs+23bt7VNtT8APDrqjCehWJ0Z2qr7KCafOfdhzn2Ycx/m3Ic592HOfZhzH+bchznPPTPuw5y3nRdX1eEMf3p/WpKfBGhrwv4M8InW73Tgi8DrgduBd7f2mT6LDdnQZ7Q9fHbm3Ic59zFjzjwx44cZivx/D3yHxzOGIaPMsD9T+0y6ZzwJxerVwP7T9vcDbhvRWCaZOfdhzn2Ycx/m3Ic592HOfZhzH+bchznPPTPuw5y3kaq6rT3eybDO7JHAHcDJwNcZajR3VtUdDLnvB3yw9dsPWMlQXJr6PPZjWAP4BuDpbX+q/QfATcDuSXac1j7xn50592HOfWwg5+8CV1fVHUn2Ae6oqnUMOS9vfWDIc1ce/z0+ldnOwC48/rlMtT8N2GHUGU9Csfpy4KB2t8qFDH9qcOGIxzSJzLkPc+7DnPsw5z7MuQ9z7sOc+zDnPsx57plxH+a8DSTZLcnTpp4z/An/1QxZ/mfgXOAU4IJWfLoQeB3wswyzUe8DPgL8KPCKJC8EDma48dzpwAHAw0lewvAZ7QdcwDCj9dVtGKe0tollzn2Ycx8byfl+hpsrwpDD59rzC4HfAK5OcjTDzRN/miG3VzJk/C2GnJ/OUMx+EPhlHv+MljPqjKtq7DeGwL/F8O3Lf9tAn3MZ/kH8gOGbg1NHPe5x28zZnCdpM2dznqTNnM15kjZzNudJ2sx5fmRszn1yNuNNZvhchpuafQO4ZipHHp81egPweWBP4C8Zbjx3N8MMymuBJa3/fwPuBNYyzHh8/bTPaBXDcgDfAd7HMGv1ucDXGGaxfoLhpnUjz8Ocx3sz59HlzDBT+h7gS8D1LeePtYyvZLjx4k1tf0k75waG38+3texez+O/11czzIi/oeU88ozT3rwkSZIkSZIkSSMzCcuASJIkSZIkSZLGnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJ2kJJDkxy9QztX0qypD1/cIbjP5Xk05vxOv9PkmuSXJFkl60b9fgx5z7MuQ9z3jCL1ZIkSZIkSfPfa4E/qarDqup7m+qcZEGHMU0ic+7DnPsYu5wtVkuSJEmSJG2dHZOcneTKJOcn2XWmTkn2SvLVJD/dmp7a+v9zko8kyQbO+xXg54G3TvVL8sdJrk5yVZLXtH4/leSLST4KXJVkQZI/aX2uTPL/tX5HJPlykhVJ/i7JPts+kjlhzn2Ycx/mPIMd5+KikiRJkiRJ25GDgVOr6h+TnAX8xvodkjwTuBB4S1VdnOSngBcBPwzcBvwj8GLgH9Y/t6o+lOQlwKer6vwk/wE4DHghsBdweZJLWvcjgR+pqm8n+XXgOcCLquqRJHsm2Qn4c+CEqrqrFaz+EPjlbRfHnDHnPsy5D3OegcVqSZIkSZKkrXNLVf1je/5XwG+td3wn4PPAaVX15WntX6uq1QBJrgAOZIai0wxeApxbVeuAO5J8Gfgx4P52zW+3fi8DPlBVjwBU1T1JfgT4EeDiNiFzAXD75rzZETLnPsy5D3OegcVqSZIkSZKkrVOb2H8EWAH8W2B60enhac/XMfs6zYx/9t98d71+648lwDVV9eOzfK35xJz7MOc+zHkGrlktSZIkSZK0dRYnmSrinMSTZzkWw5/LH5Lkzdvg9S4BXtPWll0E/CTwtRn6fRb4tSQ7AiTZE7gOWDQ13iQ7JfnhbTCmHsy5D3Puw5xnYLFakiRJkiRp61wLnJLkSmBP4PT1O7Q/vT8ROCbJk9am3UyfAq4EvgF8AfivVfUvM/T7EHAzcGWSbwAnV9Va4NXAu1rbFcBPbOV4ejHnPsy5D3OeQarWn9UtSZIkSZIkSVJfzqyWJEmSJEmSJI2cN1iUJEmSJEmaJ5J8CnjOes1vqqq/G8V4JpU592HOfUxSzi4DIkmSJEmSJEkaOZcBkSRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI3cvC1WJzkryZ1Jrh71WCaZOfdhzn2Ycx/m3Ic592HOfZhzH+bchzn3Yc59mHMf5ixJszdvi9XAMuC4UQ9iO7AMc+5hGebcwzLMuYdlmHMPyzDnHpZhzj0sw5x7WIY597AMc+5hGebcwzLMuYdlmLMkzcq8LVZX1SXAPaMex6Qz5z7MuQ9z7sOc+zDnPsy5D3Puw5z7MOc+zLkPc+7DnCVp9uZtsVqSJEmSJEmStP3YcdQD2BpJlgJLAXbbbbcjDjnkkE2es2LFiruratFcj22SmHMf5tyHOfdhzn2Ycx/m3Ic592HOfZhzH+bchzn3sbk5m/HW22uvverAAw/caB9z3nqzzPk7VbVXnxFNponKuarm7QYcCFw9m75HHHFEzQawfNTva75t5mzOk7SZszlP0mbO5jxJmzmb8yRt5mzOk7SZ83jmbMZbv+393OfXX331pnr00Ue325yBpwBfA74BXAP899a+DPg2cEXbDmvtAd4LrASuBA7f1Gts7Of50Ucfrb/66k214+7PunvUWYz7Nkk5uwyIJEmSJEmStisLF+zAilVreGjtulEPZZQeBo6tqhcChwHHJTm6HXtjVR3Wtita2/HAQW1bCpy+NS/+0Np1rFi1hlr3yNqtuY42btxynrfF6iTnAl8FDk6yOsmpox7TJDLnPsy5D3Puw5z7MOc+zLkPc+7DnPsw5z7MuQ9z7sOc56e16x7liAP2YNeFC0Y9lJFpE28fbLs7ta02csoJwDntvEuB3ZPss6Wvv+vCBRxxwB5kwY4Lt/Qa2rRxy3nerlldVSeNegzbA3Puw5z7MOc+zLkPc+7DnPsw5z7MuQ9z7sOc+zDnPsx5ftp39104+ajFJBn1UEYqyQJgBfA84P1VdVmSXwf+MMlbgc8Db66qh4F9gVumnb66td2+ha/NyUct5hfuu/PmrXoT2qhxy3nezqyWJEmSJEnS9iHJWUnuTHL1Bo6/NsmVbftKkhdOO3ZTkquSXJFk+Wxeb4dkuy9UA1TVuqo6DNgPODLJjwC/CxwC/BiwJ/Cm1n2mwJ40EzvJ0iTLkyy/6667Nvr6SaAefXRr3oM2bZxytlgtSZIkSZKkUVsGHLeR498G/k1VvQD4A+CM9Y4f09ZXXjJH45toVXUv8CXguKq6vS318TDwYeDI1m01sP+00/YDbpvhWmdU1ZKqWrJo0aI5HrkmjcVqSZIkSZIkjVRVXQLcs5HjX6mqNW33UoZCqbZCkkVJdm/PdwFeBvzz1DrUGaaevwqYmu1+IfC6DI4G7quqLVoCZBwlefFs2rR1LFZLkiRJkiRpnJwKfGbafgGfTbIiydIRjWkc7QN8McmVwOXAxVX1aeAjSa4CrgL2At7R+l8E3AisBD4I/Eb/IY/Un8+y7UmS/Ock1yS5Osm5SZ6S5DlJLktyfZKPJVnY+u7c9le24wduw/cw783bGyxKkiRJkiRJ0yU5hqFY/ZJpzS+uqtuS7A1cnOSf20zt9c9dCiwFWLx4cZfxzmdVdSXwohnaj91A/wJOm+txzTdJfhz4CWBRkjdMO/RDwIJZnL8v8FvAoVX1vSQfB04EXgm8p6rOS/IBhp/r09vjmqp6XpITgXcBr9mmb2oec2a1JEmSJEmS5r0kLwA+BJxQVd+Zaq+q29rjncCneHyN5SeY5LWUk2yyaKotthB4KsOk36dN2+4HXj3La+wI7JJkR2BX4HbgWOD8dvxshiVXAE5o+7TjL812dDdQZ1ZLkiRJkiRpXkuyGPgk8ItV9a1p7bsBO1TVA+35K4C3j2iYo7QyyfnAh6vqm6MezCSpqi8DX06yrKpWASTZAXhqVd0/i/NvTfInwM3A94DPAiuAe6vqkdZtNbBve74vcEs795Ek9wHPAO7ehm9r3nJmtSRJkiRJkkYqybnAV4GDk6xOcmqSX0vya63LWxkKdv87yRVJlrf2ZwL/kOQbwNeAv62q/9v9DYzeC4BvAR9KcmmSpUl+aNSDmjD/M8kPtS9Fvglcl+SNmzopyR4Ms6WfAzwb2A04foauNXXKRo5Nv+7SJMuTLL/rrrtm+x7mPWdWS5IkSZIkaaSq6qRNHP8V4FdmaL8ReOFcjWtcVNUDDDc9/GCSnwTOBd7TZlv/QVWtHOkAJ8OhVXV/ktcy3GzyTQwzpP94E+e9DPh2Vd0FkOSTDGtg755kxza7ej/gttZ/NbA/sLotG/J04J71L1pVZwBnACxZsuRJxexx5cxqSZIkSZIkaYwlWZDkZ5J8Cvgz4N3Ac4H/w1BY1dbbKclODGtLX1BVP2CGGc8zuBk4Osmube3plzLMzP4ij695fQpwQXt+YdunHf9Cu7nldsGZ1ZIkSZIkSdJ4u56h+PnHVfWVae3nt5nW2np/AdwEfAO4JMkBDDdZ3KiquqzNcP868AjwTwwzov8WOC/JO1rbme2UM4G/TLKSYUb1idv4fcxrFqslSZIkSZK0XasqHlq7jl0XLmCY/Dp2XlBVD850oKp+q/dgNmScc66q9wLvnda0Kskxszz3bcDb1mu+EThyhr7fB35uS8fZrjG2OVusliRJkiRJ0lZrSxzsV1W3jHosm6Oq+OhlN7Ni1RqOOGAPTj5q8dgV+ID/McOY7wOWV9UFM/TvbtxzTrIz8B+AA3liTfXtIxnQBox7zq5ZLUmSJEmSpK3W1tX9m1GPY3M9tHYdK1at4dm778KKVWt4aO26UQ9pSzwFOIxhOZDrgRcAewKnJvlfoxzYlAnI+QLgBIalPL47bZtXxj1nZ1ZLkiRJkiRpW7k0yY9V1eWjHshs7bpwAUccsMdjM1F3Xbhg1EPaEs8Djq2qRwCSnA58Fng5cNUoBzZlAnLer6qOG/UgNmXcc7ZYLUmSJEmSpG3lGOBXk6ximHUahknXLxjtsDYsCScftZhXvWjfsVzjt9kX2I1h6Q/a82dX1bokD890QpKnAJcAOzPUCM+vqrcleQ5wHsPM7K8Dv1hVa9syGOcARwDfAV5TVTfNdoATkPNXkvxoVc2L4v+GjHvOFqslSZIkSZK0rRw/6gFsiSTstvNYl8n+CLgiyZcYviD4SYZ1rHcDPreBcx5mmI39YJKdgH9I8hngDcB7quq8JB8ATgVOb49rqup5SU4E3gW8ZnMGOeY5vwT4pSTfZshuVl/EJDkY+Ni0pucCb2Uo/H+MYQ3sm4Cfr6o1be33PwNeCTwE/FJVfX1zBjrOOY/nqCVJkiRJkjTvVNWqUY9he1RVZya5CDiSoYj6e1V1Wzv8xg2cU8CDbXenthVwLHByaz8b+H2GYvUJ7TnA+cD7kqRdZ3uwRV/EVNV1DOuJk2QBcCvwKeDNwOer6p1J3tz239Re56C2HcWQ/VFbPfox4Q0WJUmSJEmSpDGU5JD2eDiwD3ALcDPwrNa2qfMXJLkCuBO4GLgBuHdq7WtgNcMSI7THWwDa8fuAZ2y7dzO/tS9i9meYjb6KYdbz5tZWXwrc0M4/geHLANrjq9rzE4BzanApsHuSfbb6DYwJZ1ZLkiRJkiRJ4+kNwFLg3dPaps90PnZjJ1fVOuCwJLszzPZ9/kzd2uNMix8/aVZ1kqVtTCxevHhjLz9WkrwNWAIcDHyYYSb6XwEv3ozLnAic254/s6puB6iq25Ps3dof+1KgmfrC4PYtH/34cGa1JEmSJEmSNIaqaml7ejpwQlUdA3yRYdbz72zGde4FvgQczTCTd2qC637A1HIiqxlmFtOOPx24Z4ZrnVFVS6pqyaJFizb7Pc1jPwv8DMONQ2nLrDxtticnWdjO/8Smus7QNuOXAkmWJ1l+1113zXYY857FakmSJEmSJGm8vaWq7k/yEuDlwDKGAvYGJVnUZlSTZBfgZcC1DMXuV7dupwAXtOcXtn3a8S9sR+tVA6xt77cA2s0rN8fxwNer6o62f8fU8h7t8c7W/tiXAs30LwweM6lfClisliRJkiRJksbbuvb408AHquoCYOEmztkH+GKSK4HLgYur6tMMN/l7Q5KVDGtSn9n6nwk8o7W/geGGgNuTjyf5C4aZ5/8R+Bzwwc04/yQeXwIEnlj8X/9LgddlcDRw39RyIdsD16yWJEmSJEmSxtutrZD6MuBdSXZmE5NUq+pK4EUztN8IHDlD+/eBn9s2wx1Li4DzgfsZ1q1+K0Pem5RkV4YZ7786rfmdDAXwUxluijmV7UXAK4GVDDdxfP22GPy4cGa1JEmSJEmSRirJWUnuTHL1Bo4nyXuTrExyZZLDpx07Jcn1bTtlpvO3Az8P/B1wXFt/ek/gjaMd0sR5eVVdXFVvrKrfqaqLGZb22KSqeqiqnlFV901r+05VvbSqDmqP97T2qqrTqupfVdWPVtXyOXo/85IzqyVJkiRJkjRqy4D3Aeds4PjxwEFtO4phPeajkuwJvA1YwrCW8IokF1bVmjkf8TxSVQ8Bn5y2fzuw3SwdMZeS/DrwG8Bz25IpU54G/ONoRjW5LFZLkiRJkiRppKrqkiQHbqTLCcA57QZ3lybZvd2U7qcY1lq+ByDJxcBxPHFtYGlrfBT4DPA/eeI63Q9M/dxp27FYLUmSJEmSpPluX+CWafurW9uG2p8kyVJgKcDixYvnZpSaOG3pjvsYbpCoOTav16xOclyS69p6RNvbHUa7Mec+zLkPc+7DnPsw5z7Mee6ZcR/m3Ic592HOfZhzH+a8zWSGttpI+5Mbq86oqiVVtWTRokUbfbGqguwwr+tm4+DRqiFLzalJynne/qNLsgB4P8OaRIcCJyU5dLSjmjzm3Ic592HOfZhzH+bchznPPTPuw5z7MOc+zLkPc+7DnLep1cD+0/b3A27bSPsWqyo+etnN7Pj0vZ1+vZVuvfd7fPSymyemkDpfTVLO87ZYDRwJrKyqG6tqLXAew/pE2rbMuQ9z7sOc+zDnPsy5D3Oee2bchzn3Yc59mJZ8aZMAACAASURBVHMf5tyHOW87FwKvy+Bo4L52E8G/A16RZI8kewCvaG1b7KG161ixag217pG1Wz/s7dvCBTuwYtUaHlq7btRDmWiTlPN8XrN6pjWHjpreYfpaQ8DDSa6exXUP3jbDmxjm3Ic592HOfZhzH+bchznPvU1mDOa8DZhzH+bchzn3Yc59zFXOE5dxknMZbpa4V5LVwNuAnQCq6gPARcArgZXAQ8Dr27F7kvwBcHm71Ntnc9O7FStWPJjkuvWa9wLuBthht933evT7351x7WvN3uobv/XIn516zK3vOfHeu6c1P5ZzM3E/z71NUs7zuVi9yTWHquoM4AyAJMuraskmL5os3zbDmxjm3Ic592HOfZhzH+bchznPvVmtI2nOW82c+zDnPsy5D3PuY05ynsSMq2qjN6+rYX2D0zZw7CzgrM18yevWz3n97Ccx5+7W/eAb6x5cY85zbYJyns/LgGzzNYc0I3Puw5z7MOc+zLkPc+7DnOeeGfdhzn2Ycx/m3Ic592HOkrQZ5nOx+nLgoCTPSbIQOJFhfSJtW+bchzn3Yc59mHMf5tyHOc89M+7DnPsw5z7MuQ9z7sOcJWkzzNtlQKrqkSS/ybAo/gLgrKq6ZiOnnDHLS8+233bBnPsw5z7MuQ9z7sOc+zDnubcFGYM5bzZz7sOc+zDnPsy5jznM2Yy33kwZrt9mzlvPnPuYmJwzLPkjSZIkSZIkSdLozOdlQCRJkiRJkiRJ2wmL1ZIkSZIkSZKkkZuIYnWS45Jcl2RlkjdvoM9ZSe5McnXv8U0Kc+7DnPsw5z7MuQ9z7sOc+zDnPsy5D3Oee7PJuPUz563gz3If5jw7SfZP8sUk1ya5Jsl/am1/n+TBJA+3DP++5fn9JI8keSDJ8iRfTbI6yQ+SrE3yvST3J3koyRVJbkpSbf/udvyaJN9s17+3XeubSS5tr/UvSW5MclmSA5O8t7VfmeTwUWe2JWbI+W1t/7qWw11JLml5Ptjy/H7r+7X2uK5ltTbJHUlubbne0D6nas+vbzlfn+S77Trfahle03J9oJ27vGUcc57MnMe+WJ1kAfB+4HjgUOCkJIfO0HUZcFzHoU0Uc+7DnPsw5z7MuQ9z7sOc+zDnPsy5D3Oee5uRMZjzFvNnuQ9z3iyPAP+lqp4PHA2cBjwHuBF4B7AXsAdwN3AB8JfATcAHgacC+wK/AKwEvgfsX1U/VFW7AkcAOwO3AX8I3AqsBT4PXA28D/gq8BHgAeDZwJ+2638CeA9wDnBQ25YCp89RDnNt/Zxfx/D+LwD+CFgDXMuQ6TsYfna/y5DPKobP4TMMOX4P+OGq2hd4Wrv+acAtwK7ACcD3W/upwP8LPAV4N/B1hiw/Aryd4TN5V3s9c57AnMe+WA0cCaysqhurai1wHkP4T1BVlwD39B7cBDHnPsy5D3Puw5z7MOc+zLkPc+7DnPsw57k3q4zBnLeSP8t9mPMsVdXtVfX19vwBhkLezgyFvrNb2+XAEoYM3wpcA1wGPBfYqV1qNUMBb7oj2+MC4CyGz6GAVwLHAnsyFKPPBn6EoZD9cwxFxFcB5wM/BpxTg0uB3ZPssw0j6GKGnK8G7mfI9IMMuX8BOJgh988x5P5vgcOAHdulzuaJOR/J8EXBscBC4MPtmg8yfOlwftv/EEOmRzIUVD/drnUI8NLWx5wnMOdJKFbvy/ANwZTVrU3bljn3Yc59mHMf5tyHOfdhzn2Ycx/m3Ic5zz0z7sOc+zDnLZDkQOBFDIXoZ1bV7a3tUIaZqM9kKGS/iGH26U7A37bTD2co9N3QlkBYylDE2wPYpapuZ/gcdgAObNc7muFzWs1Q2FsF7A9cAexdVY8AjzIUG6eM/We5fs48MdMdZ8h9P+BS4MeB/8uQ8yVJVgCnMMxcPw7YhaEYuy9Dbgvaa/w4Q9F23/Z6jwKPts9kb+A+hs9kov7NmPNgEorVmaGtuo9i8plzH+bchzn3Yc59mHMf5tyHOfdhzn2Y89wz4z7MuQ9z3kxJngr8NfDbVXX/+m3Tuk7tH9H238Sw5MEBDMW4kxiKeacxzDC9gydmfz7DbNTbGQp3L1x/KDMMb/3Pbmw/y5lyXn9/vdx3ZJjJ+xvAAVX1QuAhhi8Kjmconr4A+Ecez6WAn2Yolh7PkPOhPDG39TOcqH8z5vy4SShWr2b4FmvKfgzfHGjbMuc+zLkPc+7DnPsw5z7MuQ9z7sOc+zDnuWfGfZhzH+a8GZLsxFC0+0hVfbI13wH8H4Y1d78K3MlQuLuQYTmEDwM/ABa24t/TgDuq6iKG+tjfMRS07wXuaEsd7Af8S7v204DrGWaj7sew9u8BwM0MyzHcmWTHdq2nTxvu2H6W6+fc9ncCLmz7+zCsuTyV+70Ms4FXAWur6sHWZ3U771Hgc8C/Bs5lyPX5DPl8h6EIeg/wLeAlrf0OhkwXtGvdyZDvt5mQfzPm/ESTUKy+HDgoyXOSLAROZPhFpG3LnPsw5z7MuQ9z7sOc+zDnPsy5D3Puw5znnhn3Yc59mPMsJQlwJnBtVf3ptLZHgJ1a2ykMhelrGZbr+CRwEcNyHackeRbwK8BFSY5kWBbh3zAsffBDwJeBXwZOZihSXwBcAjyLYe3gUxjWwd6ZYeb1W1qfVwPLgddlcDRwX1tWYaysn/P0feDh1u0UhiVPdmLI4eNt+2vgtHbOrzDMZN+B4QaAPwrsxvBZfBp4PXAx8B8ZvlR4LcPay4czZHp5e71/117vOoY1nC/EnCcz56oa+41hoftvATcA/20Dfc5l+JONHzB803DqqMc9bps5m/MkbeZszpO0mbM5T9JmzuY8SZs5z4+MzblPzmZszh1zegnDzNArGQpxVwC/09oeYCi4PdT2r2G4CWK1tm8yFP3ubPvfA74L3MhQBDyvfQ4r2/F72jWvbp/NLQyzWh9kKCZ+rfW9o13jaww3cXx/+xyvApaMOrNtlPP10zKdynmq7QFgXXt+U3vf32t9vtu269u55zN8GfAthlm7N7THBxgKpA8xzP5d2Y59k+ELgAfasRUt45jzZOacFowkSZIkSZIkSSMzCcuASJIkSZIkSZLGnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkbbeS/EKSryW5IslfJFkw6jFNInPuY9xztlgtSZIkSZKk7VKS5wOvAV5cVYcB64DXjnZUk8ec+5iEnHcc9QAkSZIkSZKkEXkpcARweRKAXYA7RzqiyWTOfYx9zharJUmSJEmStL0KcHZV/e6oBzLhzLmPsc/ZZUAkSZIkSZK0vfo88OokewMk2TPJASMe0yQy5z7GPmeL1ZIkSZIkSdouVdU3gbcAn01yJXAxsM9oRzV5zLmPScg5VTXqMUiSJEmSJEmStnPOrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjZzFakmSJEmSJEnSyFmsliRJkiRJkiSNnMVqSZIkSZIkSdLIWayWJEmSJEmSJI2cxWpJkiRJkiRJ0shZrJYkSZIkSZIkjdy8LVYnOSvJnUmuHvVYJpk592HOfZhzH+bchzn3Yc59mHMf5tyHOfdhzn2Ycx/m3Ic5S5Nh3hargWXAcaMexHZgGebcwzLMuYdlmHMPyzDnHpZhzj0sw5x7WIY597AMc+5hGebcwzLMuYdlmHMPyzDnHpZhztLYm7fF6qq6BLhn1OOYdObchzn3Yc59mHMf5tyHOfdhzn2Ycx/m3Ic592HOfZhzH+YsTYYdRz2ArZFkKbAUYLfddjvikEMO2eQ5K1asuLuqFs312CaJOfdhzn2Ycx/m3Ic592HOfZhzH+bchzn3Yc59mHMfm5uzGW8Zc+5vr732qgMPPHCjfcx5601UzlU1bzfgQODq2fQ94ogjajaA5aN+X/NtM2dznqTNnM15kjZzNudJ2szZnCdpM2dznqTNnMczZzM2522U11OArwHfAK4B/ntrXwZ8G7iibYe19gDvBVYCVwKHb+o19n7u8+uvvnpTPfroo9ttzj22Scp53i4DIkmSJEmSJGnOPAwcW1UvBA4DjktydDv2xqo6rG1XtLbjgYPathQ4fVMvsHDBDqxYtYaH1q6bg+FryiTlbLFakiRJkiRJ2s60CbcPtt2d2lYbOeUE4Jx23qXA7kn22dhrrF33KEccsAe7LlywbQatGU1SzvO2WJ3kXOCrwMFJVic5ddRjmkTm3Ic592HOfZhzH+bchzn3Yc59mHMf5tyHOfdhzn2Ycx/mvGWSLEhyBXAncHFVXdYO/WGSK5O8J8nOrW1f4JZpp69ubRu07+67cPJRi0myzceux01SzvP2BotVddKox7A9MOc+zLkPc+7DnPsw5z7MuQ9z7sOc+zDnPsy5D3Puw5z7MOctU1XrgMOS7A58KsmPAL8L/AuwEDgDeBPwdoY1q590ifUbpt/IcvHiySigznc7JBOT87ydWS1JkiRJkiRp7lXVvcCXgOOq6va21MfDwIeBI1u31cD+007bD7hthmudUVVLqmrJokWL5njkmjQWqyVJkiRJkqTtTJJFbUY1SXYBXgb889Q61Bmm6r4KuLqdciHwugyOBu6rqttHMHRNMIvVkiRJkiRJ0vZnH+CLSa4ELmdYs/rTwEeSXAVcBewFvKP1vwi4EVgJfBD4jf5DHp0kL55N2wbO/c9JrklydZJzkzwlyXOSXJbk+iQfS7Kw9d257a9sxw/ctu9kfpu3a1ZLkiRJkiRJmhtVdSXwohnaj91A/wJOm+txzWN/Dhw+i7YnSLIv8FvAoVX1vSQfB04EXgm8p6rOS/IB4FTg9Pa4pqqel+RE4F3Aa7btW5m/LFZLkiRJkiRJYyzJgnazRG1jSX4c+AlgUZI3TDv0Q8CCWV5mR2CXJD8AdgVuB44FTm7HzwZ+n6FYfUJ7DnA+8L4kaV8WTDyXAZEkSZIkSZLG28okf5zk0FEPZAItBJ7KUHB+2rTtfuDVmzq5qm4F/gS4maFIfR+wAri3qh5p3VYD+7bn+wK3tHMfaf2fsY3ey7znzGpJkiRJkiRpvL2AYWmJDyXZATgLOK+q7h/tsMZfVX0Z+HKSZVW1CqBl/NTZ5JtkD4bZ0s8B7gU+ARw/00tNnbKRY9OvuxRYCrB48eJZvJPx4MxqSZIkSZIkaYxV1QNV9cGq+gngvwJvA25PcnaS5414eJPifyb5oSS7Ad8Erkvyxlmc9zLg21V1V1X9APgkw7IiuyeZmki8H3Bbe74a2B+gHX86cM/6F62qM6pqSVUtWbRo0Va9sfnEYrUkSZIkSZI0xpIsSPIzST4F/BnwbuC5wP8BLhrp4CbHoW0m9asYMl0M/OIszrsZODrJrkkCvJSh2P1FHl9G5BTggvb8wrZPO/6F7WW9anAZEEmSJEmSJGncXc9Q/PzjqvrKtPbzk/zkiMY0aXZKshNDsfp9VfWDJJssIlfVZUnOB74OPAL8E3AG8LfAeUne0drObKecCfxlkpUMM6pP3PZvZf6yWC1JkiRJkiSNtxdU1YMzHaiq3+o9mA2pKh5au45dFy5gmGQ8Vv4CuAn4BnBJkgMYbrK4SVX1NoalWaa7EThyhr7fB35uawY6zjlbrJYkSZIkSZLG2/+YoSh5H7C8qi6YoX93VcVHL7uZFavWcMQBe3DyUYvHqpBaVe8F3jutaVWSY0Y1ng0Z95xds1qSJEmSJEkab08BDmNYDuR64AXAnsCpSf7XKAc25aG161ixag3P3n0XVqxaw0Nr1416SJslyc5JTk7ye0nemuStwO+NelzrG/ecnVktSZIkSZIkjbfnAcdW1SMASU4HPgu8HLhqlAObsuvCBRxxwB6PzfjddeGCUQ9pc13AMFt9BfDwiMeyQeOes8VqSZIkSZIkabztC+zGUEylPX92Va1LMi8Kq0k4+ajFvOpF+47lWsrAflV13KgHsSnjnrPLgEiSJEmSJEnj7Y+AK5J8OMky4J+AP0myG/C5mU5I8pQkX0vyjSTXJPnvrf05SS5Lcn2SjyVZ2Np3bvsr2/EDN3eQSdht5x3HroDafCXJj27uSUkOTnLFtO3+JL+dZM8kF7ecL06yR+ufJO9tOV+Z5PAteM2xzdlitSRJkiRJkjTGqupM4CeAv2nbS6rqQ1X13ap64wZOe5hh6ZAXMqx3fVySo4F3Ae+pqoOANcCprf+pwJqqeh7wntZve/ISYEWS61oR+aokV27qpKq6rqoOq6rDgCOAh4BPAW8GPt9y/nzbBzgeOKhtS4HT5+C9zFsWqyVJkiRJkqQxlOSQ9ng4sA9wC3Az8KxNzcitwYNtd6e2FXAscH5rPxt4VXt+QtunHX9pxnHq7pabKiK/Avj3wL9rj5vjpcANVbWKJ+a5fs7ntM/nUmD3JPts7eDHhWtWS5IkSZIkSePpDQyzb989ra2mPT92YycnWcBww8DnAe8HbgDunbpRI7CaYT1s2uMtAFX1SJL7gGcAd693zaVtTCxevHjz39E8VVWrkrwEOKiqPpxkEfDUzbzMicC57fkzq+r2du3bk+zd2h/LuZn6DG7f8tGPD2dWS5IkSZIkSWOoqpa2p6cDJ1TVMcAXGW60+DuzOH9dW55iP+BI4PkzdWuPM82iric1VJ1RVUuqasmiRYtm8S7GQ5K3AW8Cfrc17QT81WacvxD4GeATm+o6Q9uTck6yNMnyJMvvuuuu2Q5j3rNYLUmSJEmSJI23t1TV/W3m78uBZWzGWsdVdS/wJeBohmUnplZj2A+4rT1fDewP0I4/HbhnWwx+TPwsQ7H5uwBVdRvwtM04/3jg61V1R9u/Y2p5j/Z4Z2t/LOdm+mfwmEn9UsBitSRJkiRJkjTe1rXHnwY+UFUXAAs3dkKSRUl2b893AV4GXMswM/vVrdspwAXt+YVtn3b8C1X1pBm/E2xte78FkGS3zTz/JB5fAgSemOf6Ob8ug6OB+6aWC9keuGa1JEmSJEmSNN5uTfIXDAXndyXZmU1PUt0HOLutW70D8PGq+nSSbwLnJXkH8E/Ama3/mcBfJlnJMKP6xLl4I/PYx1vGuyf5j8AvAx+czYlJdmWY8f6r05rf2a55KsNNMX+utV8EvBJYCTwEvH7bDH88WKyWJEmSJEmSxtvPA8cBf1JV97ZlJd64sROq6krgRTO038iwfvX67d///9u7+6BL6/q+45+vi6uCKCirVZ6WTBkM04xUKJikacagHTCdQidmAjbRcZjSapy2OtORTNPYdtIaZ5LJjKm1QUNWJxFiTKzMxAQfEnVifWKtwhJLsiIPK1ZEEBUMK/jrH+dsuYWbe+99ON/zsK/XzJn7XNe5rsPvvO97+OO711wnjwxUj0Tbkrw3ybeSnJHkVzL5x4H9GmM8kMmXUa7d940k569z7Ejyi4e62GVlWA0AAAAAS2w6DP3jNdtfTXLE3DqiyUvGGG9I8qF9O6rqNzL50kUOE8NqAAAAAIB1VNWrk7wmyQ9V1Q1rXjo2ySfms6rVZVgNAAAAALC+dyf50yRvSnLFmv3fHmPcM58lra793Wh9rqrqgqq6uap2V9UV+z+Dg6FzD5176NxD5x4699B59jTuoXMPnXvo3EPnHjr30Hk5jTGSesJCzyfHGPeNMW4dY1w6xrhtzWNpBtXL0HmfhV3k9JtI35rkwiRnJrm0qs6c76pWj849dO6hcw+de+jcQ+fZ07iHzj107qFzD5176NxD5+U0xsi7P317jnr6s06Z91pW2bJ1XthhdSbfOrp7jHHLGGNvkmuSXDTnNa0inXvo3EPnHjr30LmHzrOncQ+de+jcQ+ceOvfQuYfOS+iBvQ9n5233Zjz80N55r2WVLVvnRb5n9YlJ7lizvSfJeWsPqKrLk1w+3XywqnZt4n3PODzLWxk699C5h849dO6hcw+dZ2+/jROdDwOde+jcQ+ceOveYVWeNf5DOC2rnzp13V9X9Se5e5+UTnnDMcRl7H/w73etaNavUeZGH1bXOvvEDG2NcmeTKJKmq68cY5+z3TauuPzzLWxk699C5h849dO6hcw+dZ2+/jROdDwOde+jcQ+ceOveYSWeNH0PnBTXG2PZ4ravq+oe/c+9+/5/C/q1S50W+DcieJCev2T4pyZ1zWssq07mHzj107qFzD5176Dx7GvfQuYfOPXTuoXMPnXvoDCtikYfVn01yelWdVlVbk1yS5No5r2kV6dxD5x4699C5h849dJ49jXvo3EPnHjr30LmHzj10hhWxsLcBGWM8VFWvTXJdki1Jrhpj3LTBKVdu8q03e9wRQeceOvfQuYfOPXTuofPsHUTjROcDpnMPnXvo3EPnHjPsrPEaOi+8x+uo7+G1Ep1rjMfcwgcAAAAAAFot8m1AAAAAAAA4QhhWAwAAAAAwdysxrK6qC6rq5qraXVVXPM4xV1XVXVW1q3t9q0LnHjr30LmHzj107qFzD5176NxD59nbTOPpcTofAn/LPXTuofPh83id1u6vqrdMW99QVS+Yvv7Pq+qOqnqwqr5bVb+85txbq+rGqvp8VV3f/ZkW0ZHWeemH1VW1Jclbk1yY5Mwkl1bVmescuiPJBY1LWyk699C5h849dO6hcw+de+jcQ+ceOs/eATROdD5o/pZ76NxD58NuR9bvtG//U5OcPn1cnuRt09fvTvJwkuckeUWSX66q49ec/6IxxlljjHNms+ylsyNHUOelH1YnOTfJ7jHGLWOMvUmuSXLRow8aY3w8yT3di1shOvfQuYfOPXTuoXMPnXvo3EPnHjrP3qYaJzofIn/LPXTuofNh9Hid1ux/WpJ3jYlPJTmuqp6T5BlJrhtj3JPkw5kMVP3jwOM40jqvwrD6xCR3rNneM93H4aVzD5176NxD5x4699C5h849dO6h8+xp3EPnHjr30LnXUVm/99rfw2VJvphHfg8jyQeramdVXd610CW3Up2PmvcCDoNaZ99oX8Xq07mHzj107qFzD5176NxD5x4699B59jTuoXMPnXvo3OvxeleSVNWLMhmivi+P/B5+fIxxZ1U9K8mHqur/TK8g5vGtVOdVuLJ6T5KT12yflOTOOa1llencQ+ceOvfQuYfOPXTuoXMPnXvoPHsa99C5h849dO71vazfe0+S5yd5Rya3YXnmdH/GGPt+3pXJcPXcxvUuq5XqvArD6s8mOb2qTquqrUkuSXLtnNe0inTuoXMPnXvo3EPnHjr30LmHzj10nj2Ne+jcQ+ceOvf6VpJX1MQLk9w3xvhqkl1JLk7ymiRfT/KPk1xXVcdU1bFJUlXHTPfvms/Sl8pKdV76YfUY46Ekr01yXSb3XnnPGOOmRx9XVVcn+WSSM6pqT1Vd1rvS5aZzD5176NxD5x4699C5h849dO6h8+xttnGi86Hwt9xD5x46H17rdaqqf1VVn53uPzHJTyT5WpI/yuRL/pLk3yTZm8k/FPzfJJl+CeCzk/xlVX0hyWeS/MkY4886P9MiOtI61xhuzQMAAAAAwHwt/ZXVAAAAAAAsP8NqAAAAAADmzrAaAAAAAIC5M6wGAAAAAGDuDKsBAAAAAJg7w2oAAAAAAObOsBoAAAAAaFMT5pIztoydl2qxAAAAAMDyqartVfXFqvrvST6X5OR5r2kVLXvnGmPMew0AAAAAwAqrqu1JbknyY2OMT813Natr2Tu7shoAAAAA6HDbMg5Ql9DSdjasBgAAAAA63D/vBRwhlrazYTUAAAAAAHNnWA0AAAAAwNz5gkUAAAAAAObOldUAAAAAAMydYTUAAAAAAHNnWA0AAAAAwNwZVgMAAAAAMHeG1QAAAAAAzJ1hNQAAAAAAc2dYDQAAAADA3BlWAwAAAAAwd4bVAAAAAADMnWE1AAAAAABzZ1gNAAAAAMDcGVYDAAAAADB3htUAAAAAAMydYTUAAAAAAHNnWA0AAAAAwNwZVgMAAAAAMHeG1QAAAAAAzJ1hNQAAAAAAc2dYDQAAAADA3C3ssLqqrqqqu6pq17zXssp07qFzD5176NxD5x4699C5h849dO6hcw+de+jcQ+ceOjNrCzusTrIjyQXzXsQRYEd07rAjOnfYEZ077IjOHXZE5w47onOHHdG5w47o3GFHdO6wIzp32BGdO+yIzh12ROcOO6IzM7Sww+oxxseT3DPvdaw6nXvo3EPnHjr30LmHzj107qFzD5176NxD5x4699C5h87M2sIOqwEAAAAAOHIcNe8FHIqqujzJ5UlyzDHHnP285z1vv+fs3Lnz7jHGtlmvbZXo3EPnHjr30LmHzj107qFzD5176NxD5x469zjQzhofHJ176NzvhBNOGNu3b3/c1++5f29u/dLuB7+/94En963qII0xFvaRZHuSXZs59uyzzx6bkeT6eX+uRXvorPMqPXTWeZUeOuu8Sg+ddV6lh846r9JD5+XsrLHOOntstvN3/vZ743XX/O+x5dgT7pz3OjfzcBsQAAAAAIAVdPTWLTn71ONTW47aOu+1bMbCDqur6uokn0xyRlXtqarL5r2mVaRzD5176NxD5x4699C5h849dO6hcw+de+jcQ+ceOvfQeflUVV5+3il56L67bp/3WjZjYe9ZPca4dN5rOBLo3EPnHjr30LmHzj107qFzD5176NxD5x4699C5h849dF5OVZWM739/3uvYjIW9shoAAAAAgCOHYTUAAAAAAHNnWA0AAAAAsIGq+vHN7OPQGFYDAAAAAGzstza57zGq6nVVdVNV7aqqq6vqyVV1WlV9uqr+pqr+oKq2To990nR79/T17YfxMyy8hf2CRQAAAACAezo3gAAADVxJREFUeaqqH03yY0m2VdXr17z0tCRbNnH+iUn+dZIzxxjfrar3JLkkyUuT/OYY45qq+h9JLkvytunPe8cYf7eqLkny5iQ/d1g/1AJzZTUAAAAAwPq2JnlqJhf9Hrvm8a0kL9vkexyV5ClVdVSSo5N8NclPJXnv9PV3Jrl4+vyi6Xamr59fVXWIn2FpuLIaAAAAAGAdY4yPJflYVe0YY9yWJFX1hCRPHWN8axPnf6Wqfj3J7Um+m+SDSXYm+eYY46HpYXuSnDh9fmKSO6bnPlRV9yV5ZpK7175vVV2e5PIkOeWUUw7tQy4QV1YDAAAAAGzsTVX1tKo6JslfJbm5qv7d/k6qquMzuVr6tCTPTXJMkgvXOXTsO2WD1x7ZMcaVY4xzxhjnbNu2bbOfYeEZVgMAAAAAbOzM6ZXUFyf5QJJTkvzCJs57cZIvjzG+Psb4XpI/zuQe2MdNbwuSJCcluXP6fE+Sk5Nk+vrTk9xz2D7FgjOsBgAAAADY2BOr6omZDKvfPx08P+aK53XcnuSFVXX09N7T52dyZfZf5JF7Xr8yyfunz6+dbmf6+p+PMTbz31kJhtUAAAAAABv77SS3ZnIbj49X1amZfMnihsYYn87kixI/l+TGTOaxVyZ5Q5LXV9XuTO5J/TvTU34nyTOn+1+f5IrD+zEWmy9YBAAAAADYwBjjLUnesmbXbVX1ok2e+8Ykb3zU7luSnLvOsX+b5GcPdp3T98gDex/O0Vu3ZHIx9/IwrAYAAAAA2EBVPSnJzyTZnh+cqf7nuSzocYwx8u5P356dt92bs089Pi8/75SlGli7DQgAAAAAwMben+SiJA8luX/NY6E8sPfh7Lzt3jz3uKdk52335oG9D897SQfEldUAAAAAABs7aYxxwbwXsT9Hb92Ss089/v9fWX301i3zXtIBMawGAAAAANjY/6qqHxlj3DjvhWykqvLy807JxX//xKW8Z7XbgAAAAAAAbOwfJtlZVTdX1Q1VdWNV3bC/k6rqjKr6/JrHt6rq31bVM6rqQ1X1N9Ofx0+Pr6p6S1Xtnv53XnCgC62qHPOko5ZuUJ24shoAAAAAYH8uPJiTxhg3JzkrSapqS5KvJHlfkiuSfGSM8WtVdcV0+w3T/87p08d5Sd42/XlEcGU1AAAAAMAGxhi3JTk5yU9Nnz+QA5+tnp/kS9PzL0ryzun+dya5ePr8oiTvGhOfSnJcVT3nkD/AkjCsBgAAAADYQFW9MZMrn39puuuJSX7vAN/mkiRXT58/e4zx1SSZ/nzWdP+JSe5Yc86e6b5Hr+fyqrq+qq7/+te/foDLWFyG1QAAAAAAG/tnSf5pkvuTZIxxZ5JjN3tyVW2dnv+H+zt0nX3jMTvGuHKMcc4Y45xt27ZtdhkLz7AaAAAAAGBje8cYI9PBcVUdc4DnX5jkc2OMr023v7bv9h7Tn3dN9+/J5HYj+5yU5M6DXvWSMawGAAAAANjYe6rqtzO5h/S/SPLhJG8/gPMvzSO3AEmSa5O8cvr8lUnev2b/K2rihUnu23e7kCPBUfNeAAAAAADAgtuW5L1JvpXkjCS/kuTFmzmxqo5O8pIk/3LN7l/LZAB+WZLbk/zsdP8Hkrw0ye5MvsTxVYdj8cvCsBoAAAAAYGMvGWO8IcmH9u2oqt/I5EsXNzTGeCDJMx+17xtJzl/n2JHkFw95tUvKsBoAAAAAYB1V9eokr0nyQ1V1w5qXjk3yifmsanUZVgMAAAAArO/dSf40yZuSXLFm/7fHGPfMZ0mra6G/YLGqLqiqm6tqd1Vdsf8zOBg699C5h849dO6hcw+dZ0/jHjr30LmHzj107qFzD517HImdxxj3jTFuHWNcOsa4bc1jYQbV3x8jk7uHLL+FHVZX1ZYkb01yYZIzk1xaVWfOd1WrR+ceOvfQuYfOPXTuofPsadxD5x4699C5h849dO6hcw+dF9dXvvndvPvTt6/EwHphh9VJzk2ye4xxyxhjb5Jrklw05zWtIp176NxD5x4699C5h86zp3EPnXvo3EPnHjr30LmHzj10XlBbtzwhO2+7Nw/sfXjeSzlkizysPjHJHWu290z3cXjp3EPnHjr30LmHzj10nj2Ne+jcQ+ceOvfQuYfOPXTuofOC2vvw93P2qcfn6K1b5r2UQ7bIX7BY6+z7gWvZq+ryJJdPNx+sql2beN8zDnVhK0bnHjr30LmHzj107qHz7O23caLzYaBzD5176NxD5x6z6qzxD9K5h84L6q5bvviNn//R7bf+/GTzhCR3P+qQE5Kc2rysg7LIw+o9SU5es31SkjvXHjDGuDLJlUlSVdePMc7Z35tW1fWHc5ErQOceOvfQuYfOPXTuofPs7bdxovNhoHMPnXvo3EPnHjPprPFj6NxD5wU1xjhh3/P1mk/3bW9f2EFY5NuAfDbJ6VV1WlVtTXJJkmvnvKZVpHMPnXvo3EPnHjr30Hn2NO6hcw+de+jcQ+ceOvfQuYfOzNzCXlk9xnioql6b5LokW5JcNca4ac7LWjk699C5h849dO6hcw+dZ0/jHjr30LmHzj107qFzD5176EyHhR1WJ8kY4wNJPrDJw688zMcdMXTuoXMPnXvo3EPnHjrP3gE2TnQ+KDr30LmHzj107jGjzho/is49dF4K6/VcmsY1xmPugw4AAAAAAK0W+Z7VAAAAAAAcIVZiWF1VF1TVzVW1u6queJxjrqqqu6pqV/f6VoXOPXTuoXMPnXvo3EPnHjr30LmHzrO3mcbT43Q+BP6We+jcQ+ceOs9GVT25qj5TVV+oqpuq6j9N932+qu6vqgeraldVba2qHVX15aq6d7r/xqraXhNvmf5ubqiqF8z7c6219MPqqtqS5K1JLkxyZpJLq+rMdQ7dkeSCxqWtFJ176NxD5x4699C5h849dO6hcw+dZ+8AGic6HzR/yz107qFzD51n6sEkPzXGeH6SszLpd1aSW5JcluSpSbYl+dXp8R9O8gdjjCcl+S9J3pzJ7+X06ePyJG/r/AD7s/TD6iTnJtk9xrhljLE3yTVJLnr0QWOMjye5p3txK0TnHjr30LmHzj107qFzD5176NxD59nbVONE50Pkb7mHzj107qHzjIyJ70w3nzh9jCT/KMl7p9vfnG4nyT9I8s7p8/cmOT+T38W7pu/1qSTHVdVzmj7Cfq3CsPrEJHes2d4z3cfhpXMPnXvo3EPnHjr30LmHzj107qHz7GncQ+ceOvfQuYfOM1RVW6rq80nuSvKhJF/KZEB9/XTfRzK5wjpJfjjJVVX1m0m2JLkvyfYs8O9nFYbVtc6+0b6K1adzD5176NxD5x4699C5h849dO6h8+xp3EPnHjr30LmHzjM0xnh4jHFWkpMyuYr9h6f79+07K8nWJL+UZHeSn07yjCRvmL7FQv9+VmFYvSfJyWu2T0py55zWssp07qFzD5176NxD5x4699C5h849dJ49jXvo3EPnHjr30LnBGOObST6a5IWZ3MrjqOm+myYvj69m8rt4dpLfTXJekqcn+XIW+PezCsPqzyY5vapOq6qtSS5Jcu2c17SKdO6hcw+de+jcQ+ceOvfQuYfOPXSePY176NxD5x4699B5RqpqW1UdN33+lCQvTvKVJH+Z5GXTff8kyUem96G+Nskrk1yc5KEkfz7d94qaeGGS+6aD7YWw9MPqMcZDSV6b5LokX0zynjHGTY8+rqquTvLJJGdU1Z6quqx3pctN5x4699C5h849dO6hcw+de+jcQ+fZ22zjROdD4W+5h849dO6h80w9J8lfVNUNmfyjwIeS7EpyepKrMrl39TeSvC7J7yd5dZJLk1yWyX2pr0jygSS3ZHKLkLcneU3vR9hYjbEwtyQBAAAAAOAItfRXVgMAAAAAsPwMqwEAAAAAmDvDagAAAAAA5s6wGgAAAACAuTOsBgAAAABg7gyrAQAAAACWVFW9o6rOnPc6DocaY8x7DQAAAAAAHOFcWQ0AAAAAsASq6piq+pOq+kJV7aqqn6uqj1bVOdPXL6uqv57ue3tV/beqOraqvlxVT5we87SqunXf9iIxrAYAAAAAWA4XJLlzjPH8McbfS/Jn+16oqucm+Q9JXpjkJUmelyRjjG8n+WiSn54eekmSPxpjfK9x3ZtiWA0AAAAAsBxuTPLiqnpzVf3EGOO+Na+dm+RjY4x7poPoP1zz2juSvGr6/FVJfrdnuQfmqHkvAAAAAACA/Rtj/HVVnZ3kpUneVFUfXPNybXDeJ6pqe1X9ZJItY4xds17rwXBlNQAAAADAEpje6uOBMcbvJfn1JC9Y8/JnkvxkVR1fVUcl+ZlHnf6uJFdnQa+qTgyrAQAAAACWxY8k+UxVfT7Jv0/yq/teGGN8Jcl/TfLpJB9O8ldJ1t4m5PeTHJ/JwHoh1Rhj3msAAAAAAOAQVdVTxxjfmV5Z/b4kV40x3jd97WVJLhpj/MJcF7kB96wGAAAAAFgN/7GqXpzkyUk+mOR/JklV/VaSCzO51/XCcmU1AAAAAABz557VAAAAAADMnWE1AAAAAABzZ1gNAAAAAMDcGVYDAAAAADB3htUAAAAAAMydYTUAAAAAAHP3/wBXaNvemK5NsQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from itertools import combinations\n", + "import matplotlib.pyplot as plt\n", + "def plot_doe(df, figsize=(20,20)):\n", + " dim_num = len(df.columns)\n", + " fig, axs = plt.subplots(dim_num-1, dim_num-1, figsize=figsize)\n", + " for i, j in list(combinations(range(dim_num), 2)):\n", + " xi = df.columns[i]\n", + " xj = df.columns[j]\n", + " axs[i][j-1].scatter(df.iloc[:,i], df.iloc[:,j], alpha=.5, s=5)\n", + " axs[i][j-1].set_xlabel(xi)\n", + " axs[i][j-1].set_ylabel(xj)\n", + " fig.tight_layout()\n", + " return fig\n", + "plot_doe(doe.gen_sobol(n=3))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/filegroup.ipynb b/ipynb/filegroup.ipynb new file mode 100644 index 0000000..3e625ee --- /dev/null +++ b/ipynb/filegroup.ipynb @@ -0,0 +1,240 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "9e9df875-082c-4c34-9c92-530489aed5ba", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.filegroup import FileGroup\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f45dcdc1-24ce-4ed9-9778-5eea7a6d4969", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Verfügbare Dateien: ['doc1', 'doc2']\n" + ] + } + ], + "source": [ + "logging.basicConfig(level=logging.DEBUG)\n", + "\n", + "# Erstelle eine FileGroup-Instanz (z.B. für ein Projekt \"Dokumentensammlung\")\n", + "group = FileGroup(name=\"Dokumentensammlung\", description=\"Eine Sammlung von PDF- und Text-Dateien.\")\n", + "\n", + "# Füge Dateien hinzu (hier mit Beispieldaten; 'reference' könnte z.B. Bytes oder ein File-Objekt sein)\n", + "group.add_file(\n", + " key=\"doc1\",\n", + " name=\"Bericht.pdf\",\n", + " url=\"/pfad/zum/bericht.pdf\", # Relativ- oder Absolutpfad\n", + " filetype=\"pdf\",\n", + " reference=b\"Beispiel-Inhalt als Bytes\" # Hier Bytes als Platzhalter; könnte auch ein File-Handle sein\n", + ")\n", + "\n", + "group.add_file(\n", + " key=\"doc2\",\n", + " name=\"Notizen.txt\",\n", + " url=\"C:\\\\Dokumente\\\\notizen.txt\", # Absolutpfad-Beispiel\n", + " filetype=\"txt\",\n", + " reference=\"Text-Inhalt als String\" # String als Referenz\n", + ")\n", + "\n", + "# Versuche, eine Datei zu überschreiben (mit overwrite=True)\n", + "group.add_file(\n", + " key=\"doc1\",\n", + " name=\"Aktualisierter_Bericht.pdf\",\n", + " url=\"/neuer/pfad/zum/bericht.pdf\",\n", + " filetype=\"pdf\",\n", + " reference=b\"Neuer Inhalt\",\n", + " overwrite=True\n", + ")\n", + "\n", + "# Liste alle Datei-Keys auf\n", + "print(\"Verfügbare Dateien:\", group.list_files()) # Ausgabe: ['doc1', 'doc2']\n", + "\n", + "# Hole Metadaten einer spezifischen Datei\n", + "file_info = group.get_file(\"doc1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "dbb34de4-1a00-4fdc-9af2-eb4a8a10196f", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'FileGroup',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'Dokumentensammlung',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'FileGroup@dokumentensammlung@e6ad583b530c40999ab0fbd78c75e5c2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZTZhZDU4M2I1MzBjNDA5OTlhYjBmYmQ3OGM3NWU1YzJGaWxlR3JvdXBAZG9rdW1lbnRlbnNhbW1sdW5n',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'files': {'doc1': {'name': 'Aktualisierter_Bericht.pdf',\n", + " 'url': '/neuer/pfad/zum/bericht.pdf',\n", + " 'filetype': 'pdf',\n", + " 'reference': b'Neuer Inhalt'},\n", + " 'doc2': {'name': 'Notizen.txt',\n", + " 'url': 'C:\\\\Dokumente\\\\notizen.txt',\n", + " 'filetype': 'txt',\n", + " 'reference': 'Text-Inhalt als String'}}},\n", + " 'description': 'Eine Sammlung von PDF- und Text-Dateien.'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c428db6a-a549-47e7-873b-97cb1b03f055", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['doc1', 'doc2']" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.list_files()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "cb406151-1556-4ca8-8178-e3f819fcf951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'Aktualisierter_Bericht.pdf',\n", + " 'url': '/neuer/pfad/zum/bericht.pdf',\n", + " 'filetype': 'pdf',\n", + " 'reference': b'Neuer Inhalt'}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "group.get_file(\"doc1\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38e7b903-70c0-4668-a9f4-6dd052cb8f49", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/graph.ipynb b/ipynb/graph.ipynb new file mode 100644 index 0000000..dd508dd --- /dev/null +++ b/ipynb/graph.ipynb @@ -0,0 +1,954 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:49:40 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import uuid\n", + "import time\n", + "import copy\n", + "import sdata\n", + "#lets find databe.py\n", + "modulepath = os.path.dirname(os.getcwd())\n", + "sys.path.insert(0, os.path.abspath(os.path.join(modulepath)))\n", + "\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## graph examples\n", + "http://www.graphviz.org/doc/info/attrs.html" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))\n", + "def draw_graph(g):\n", + " return Image(g.draw(format='png', prog='dot'))\n", + "def draw_graph_svg(g):\n", + " return Image(g.draw(format='svg', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "A=pgv.AGraph(d)\n", + "g=A.string()\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\tgraph [bb=\"0,0,150,92\",\n", + "\t\tranksep=0.1\n", + "\t];\n", + "\tnode [label=\"\\N\"];\n", + "\t1\t [color=red,\n", + "\t\theight=0.5,\n", + "\t\tpos=\"123,74\",\n", + "\t\tshape=rect,\n", + "\t\twidth=0.75];\n", + "\tb\t [height=0.5,\n", + "\t\tpos=\"27,28.639\",\n", + "\t\twidth=0.75];\n", + "\tc\t [height=0.5,\n", + "\t\tpos=\"98.21,18\",\n", + "\t\twidth=0.75];\n", + "\tb -- c\t [color=blue,\n", + "\t\tpos=\"53.516,24.677 59.368,23.803 65.572,22.876 71.434,22\"];\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "G=pgv.AGraph(ranksep='0.1')\n", + "G.add_node(1, color='red', shape=\"rect\")\n", + "G.add_edge('b','c',color='blue')\n", + "G.layout() # default to neato\n", + "print(G.string())\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "G.layout(prog='circo') # use dot\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': {\"label\":\"x\", \"shape\":\"rect\"}, \"3\":None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "A=pgv.AGraph(d)\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# specify UTF-8 encoding (it is the default)\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\")\n", + "A.add_node(2, label=\"unicode\")\n", + "\n", + "# you can enter unicode text as\n", + "hello = \"Здравствуйте!\"\n", + "A.add_node(3, label=hello)\n", + "\n", + "# or using unicode code points\n", + "hello = \"\\u0417\\u0434\\u0440\\u0430\\u0432\\u0441\\u0442\\u0432\\u0443\\u0439\\u0442\\u0435!\"\n", + "A.add_node(hello) # unicode node label\n", + "\n", + "goodbye = \"До свидания\"\n", + "A.add_edge(1, hello, key=goodbye)\n", + "\n", + "A.add_edge(\"שלום\", hello)\n", + "# A.add_edge(1,3,hello=\"こんにちは / ｺﾝﾆﾁﾊ\")\n", + "A.add_edge(1, \"こんにちは\")\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict digraph \"\" {\n", + "\tgraph [epsilon=0.001,\n", + "\t\trankdir=LR\n", + "\t];\n", + "\tnode [label=\"\\N\"];\n", + "\t1\t [color=red,\n", + "\t\tlabel=\"centered\\nleft\\lright\\r\"];\n", + "\t1 -> 2\t [color=green];\n", + "\t1 -> 3;\n", + "\t2 -> 3;\n", + "\t5\t [color=blue];\n", + "\t3 -> 5;\n", + "\t3 -> 4;\n", + "\t3 -> 6;\n", + "\t4 -> 6;\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph(directed=True, strict=True, rankdir=\"LR\")\n", + "# add node 1 with color red\n", + "A.add_node(1, label=r'centered\\nleft\\lright\\r', color=\"red\")\n", + "A.add_node(5, color=\"blue\")\n", + "# add some edges\n", + "A.add_edge(1, 2, color=\"green\")\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "A.add_edge(3, 4)\n", + "A.add_edge(3, 5)\n", + "A.add_edge(3, 6)\n", + "A.add_edge(4, 6)\n", + "# adjust a graph parameter\n", + "A.graph_attr[\"epsilon\"] = \"0.001\"\n", + "print(A.string()) # print dot file to standard output\n", + "A.layout(\"dot\") # layout with dot\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d={'1': {'2': {\"label\":\"x\", \"shape\":\"rect\"}, \"3\":None}, '2': {'1': None, '3': None}, '3': {'2': None}}\n", + "G=pgv.AGraph(d)\n", + "G.node_attr[\"shape\"] = \"circle\"\n", + "G.node_attr[\"fixedsize\"] = \"true\"\n", + "G.node_attr[\"fontsize\"] = \"8\"\n", + "G.node_attr[\"style\"] = \"filled\"\n", + "G.graph_attr[\"outputorder\"] = \"edgesfirst\"\n", + "G.graph_attr[\"label\"] = \"miles_dat\"\n", + "G.graph_attr[\"ratio\"] = \"1.0\"\n", + "G.edge_attr[\"color\"] = \"#1100FF\"\n", + "G.edge_attr[\"style\"] = \"setlinewidth(2)\"\n", + "draw_graph(G)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/pygraphviz/agraph.py:1341: RuntimeWarning: Warning: node '1', graph '' size too small for label\n", + "Warning: node '2', graph '' size too small for label\n", + "Warning: node '3', graph '' size too small for label\n", + "Warning: node '4', graph '' size too small for label\n", + "Warning: node '5', graph '' size too small for label\n", + "Warning: node '6', graph '' size too small for label\n", + "Warning: node '7', graph '' size too small for label\n", + "\n", + " warnings.warn(b\"\".join(errors).decode(self.encoding), RuntimeWarning)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph()\n", + "\n", + "# set some default node attributes\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "A.node_attr[\"shape\"] = \"circle\"\n", + "A.node_attr[\"fixedsize\"] = \"true\"\n", + "A.node_attr[\"fontcolor\"] = \"#FFFFFF\"\n", + "\n", + "# make a star in shades of red\n", + "for i in range(1, 16):\n", + " A.add_edge(0, i)\n", + " n = A.get_node(i)\n", + " n.attr[\"fillcolor\"] = \"#%2x0000\" % (i * 16)\n", + " n.attr[\"height\"] = \"%s\" % (i / 16.0 + 0.5)\n", + " n.attr[\"width\"] = \"%s\" % (i / 16.0 + 0.5)\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "A = pgv.AGraph()\n", + "# add some edges\n", + "A.add_edge(1, 2)\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "A.add_edge(3, 4)\n", + "A.add_edge(3, 5)\n", + "A.add_edge(3, 6)\n", + "A.add_edge(4, 6)\n", + "# make a subgraph with rank='same'\n", + "# B = A.add_subgraph([4, 5, 6], name=\"s1\", rank=\"same\")\n", + "# B.graph_attr[\"rank\"] = \"same\"\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "sdict = {'!sdata_class': {'name': '!sdata_class',\n", + " 'value': 'Data',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': False},\n", + " '#sdata_ctime': {'name': '!sdata_ctime',\n", + " 'value': '2021-01-20T23:30:52.034151+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'creation date',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_mtime': {'name': '!sdata_mtime',\n", + " 'value': '2021-01-20T23:30:52.036132+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'modification date',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_name': {'name': '!sdata_name',\n", + " 'value': 'otto',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_parent': {'name': '!sdata_parent',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'uuid of the parent sdata object',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_project': {'name': '!sdata_project',\n", + " 'value': 'P1',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_uuid': {'name': '!sdata_uuid',\n", + " 'value': '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': False},\n", + " '!sdata_version': {'name': '!sdata_version',\n", + " 'value': '0.17.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': False},\n", + " 'a': {'name': 'a',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False}}" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Data str - \n", + "!sdata_ctime !sdata_ctime 2021-02-01T21:49:41.514502+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2021-02-01T21:49:41.514699+00:00 str - \n", + "!sdata_name !sdata_name otto str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project P1 str - \n", + "!sdata_uuid !sdata_uuid 21b83703d98e38a7be2e50e38326d0ce str - \n", + "!sdata_version !sdata_version 0.17.0 str - \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"otto\", \n", + " uuid=sdata.uuid_from_str(\"otto\"), \n", + " table=pd.DataFrame({\"a\":[1,2,3]}),\n", + " description=\"Hallo\\nSpencer\",\n", + " project=\"P1\")\n", + "data.metadata.add(\"a\",1)\n", + "data.metadata.sdf" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'class': 'Data',\n", + " 'ctime': '2021-02-01T21:49:41.514502+00:00',\n", + " 'mtime': '2021-02-01T21:49:41.514699+00:00',\n", + " 'name': 'otto',\n", + " 'parent': '',\n", + " 'project': 'P1',\n", + " 'uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'version': '0.17.0',\n", + " 'uuids': '21b8.d0ce'}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = data.metadata.sdf[[\"name\", \"value\"]].copy()\n", + "df.name.update(df.name.str.replace(\"!sdata_\", \"\"))\n", + "sdict = dict(df.values)\n", + "uid = sdict.get(\"uuid\")\n", + "sdict[\"uuids\"] = f\"{uid[:4]}.{uid[-4:]}\"\n", + "sdict" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "label = \"\"\"<\n", + " \n", + " \n", + " \n", + "
name:{name}
uuid:{uuid}
project:{project}
>\"\"\"\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "A.node_attr[\"style\"] = \"filled\"\n", + "A.node_attr[\"fillcolor\"] = \"white\"\n", + "A.node_attr[\"shape\"] = \"note\"\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\")\n", + "A.add_node(2, label=label.format(**sdict))\n", + "A.add_edge(1,2, label=\"edge\", color=\"red\")\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\tgraph [encoding=\"UTF-8\"];\n", + "\tnode [fillcolor=white,\n", + "\t\tlabel=\"\\N\",\n", + "\t\tshape=note,\n", + "\t\tstyle=filled\n", + "\t];\n", + "\t1\t [label=\"plain string\"];\n", + "\t2\t [label=<\n", + " \n", + " \n", + " \n", + "
name:otto
uuid:21b83703d98e38a7be2e50e38326d0ce
project:P1
>];\n", + "\t1 -- 2\t [color=red,\n", + "\t\tlabel=\"edge\"];\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(A.to_string())" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "label = \"\"\"<\n", + " \n", + " \n", + " \n", + "
name:{name}
uuid:{uuids}
project:{project}
>\"\"\"\n", + "A = pgv.AGraph(encoding=\"UTF-8\")\n", + "\n", + "node_attr = {\"shape\":\"note\", \"fillcolor\":\"white\", \"color\":\"#eeeeee\"}\n", + "\n", + "# nodes, attributes, etc can be strings or unicode\n", + "A.add_node(1, label=\"plain string\", **node_attr, distorssion=30)\n", + "A.add_node(\"1a\", label=\"plain string\", distorsion=-100, shape=\"rect\")\n", + "A.add_node(2, label=label.format(**sdict), **node_attr)\n", + "A.add_edge(1,2, label=\"edge\", color=\"red\", edgeURL=\"http://heise.de\")\n", + "\n", + "A.graph_attr[\"outputorder\"] = \"edgesfirst\"\n", + "A.graph_attr[\"label\"] = \"label!\"\n", + "A.graph_attr[\"ratio\"] = \"1.0\"\n", + "A.graph_attr[\"style\"] = \"filled\"\n", + "draw_graph(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "draw_graph_svg(A)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import SVG, display\n", + "def show_svg():\n", + " display(SVG(url='http://upload.wikimedia.org/wikipedia/en/a/a4/Flag_of_the_United_States.svg'))\n", + "# show_svg()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "def draw_graph_svg(g):\n", + " return Image(g.draw(format='svg', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "label!\n", + "\n", + "\n", + "1--2\n", + "\n", + "\n", + "\n", + "\n", + "edge\n", + "\n", + "\n", + "\n", + "1\n", + "\n", + "\n", + "\n", + "plain string\n", + "\n", + "\n", + "\n", + "2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "name:\n", + "\n", + "otto\n", + "\n", + "uuid:\n", + "\n", + "21b8.d0ce\n", + "\n", + "project:\n", + "\n", + "P1\n", + "\n", + "\n", + "\n", + "1a\n", + "\n", + "plain string\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import SVG, display\n", + "def show_svg(g):\n", + " display(SVG(g.draw(format='svg', prog='dot')))\n", + "show_svg(A)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/hashtree-folder.ipynb b/ipynb/hashtree-folder.ipynb new file mode 100644 index 0000000..366443b --- /dev/null +++ b/ipynb/hashtree-folder.ipynb @@ -0,0 +1,763 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:46:41 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib\n", + "from sdata.iolib.vault import FileSystemVault \n", + "import sdata.iolib.hashtree\n", + "from sdata.iolib.hashtree import stable_uuid_from_list, stable_uuids_from_nested_list, uuids_from_hashes, stable_hash_from_nested_list, cumulative_hash_list, stable_cum_uuids_from_nested_list, stable_cum_hashes_from_nested_list, stable_cum_uuid_from_nested_list" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.hashtree.NAMESPACE_SDATA" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:46:44 INFO:create/open vault '/tmp/myproject'\n", + "10:46:44 INFO:create/open vaultindex '/tmp/myproject/vaultindex.sqlite'\n", + "10:46:44 DEBUG:initialize db /tmp/myproject/vaultindex.sqlite\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "rootpath = \"/tmp/myproject\"\n", + "vault = FileSystemVault(rootpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [], + "source": [ + "nested_list = [[1,2], \n", + " [3, 4],\n", + " [5], \n", + " ]\n", + "nested_list2 = [[1,2], \n", + " [3, 4],\n", + " [5.1], \n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302']" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = stable_cum_uuids_from_nested_list(nested_list)\n", + "uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'b3bac7ebb8ec56fe9ffe818f169ba302'" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = stable_cum_uuid_from_nested_list(nested_list)\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "metadata": {}, + "outputs": [], + "source": [ + "data = sdata.Data()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "vault.create_folder()" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '21fa2eb01b2eefd6e31fb4fe52def02b955395e2af26ed303e29853f406f1751',\n", + " '1ae3592f8248c3f879b56afe3f2ce6aad45ba898434796d35c565684397fb3e6'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '21fa2eb01b2eefd6e31fb4fe52def02b955395e2af26ed303e29853f406f1751',\n", + " 'a4ebb47a662ec9dd6ed783f130893ecfb6dfa9fe5bc46a8ec9134dcdb3a5d253'])" + ] + }, + "execution_count": 108, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hashes = stable_hash_from_nested_list(nested_list)\n", + "hashes2 = stable_hash_from_nested_list(nested_list2)\n", + "\n", + "hashes, hashes2" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '03da67b7f8157f7413861ffa25069581ae5d95d59eeb0c2f599f48539dcdf38c'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '93ae2ef0d31d60f9c680cd5c81822113dab45555d8111d4f281358168ef5022e'])" + ] + }, + "execution_count": 109, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cum_hashes = cumulative_hash_list(hashes)\n", + "cum_hashes2 = cumulative_hash_list(hashes2)\n", + "cum_hashes, cum_hashes2" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302'],\n", + " ['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " '86fdc1994bde5a5b8d1b59eca5f6ade4'])" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = uuids_from_hashes(cum_hashes)\n", + "uuids2 = uuids_from_hashes(cum_hashes2)\n", + "uuids, uuids2" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " 'b3bac7ebb8ec56fe9ffe818f169ba302'],\n", + " ['ca096868500e5fabbf23ed0454a2f452',\n", + " 'e2bff246e8e059e58c75159344af23c5',\n", + " '86fdc1994bde5a5b8d1b59eca5f6ade4'])" + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stable_cum_uuids_from_nested_list(nested_list), stable_cum_uuids_from_nested_list(nested_list2)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '03da67b7f8157f7413861ffa25069581ae5d95d59eeb0c2f599f48539dcdf38c'],\n", + " ['3a316d6d3226f84c1e46e4447fa8d5fd800bff4a1bc6498152523cd4a602b69b',\n", + " '9f8ba3b772342d1f57ae6fe37e7e0da8f93f5ccacaf943d605d254d57489c7e3',\n", + " '93ae2ef0d31d60f9c680cd5c81822113dab45555d8111d4f281358168ef5022e'])" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stable_cum_hashes_from_nested_list(nested_list), stable_cum_hashes_from_nested_list(nested_list2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def stable_cum_uuids_from_nested_list(nested_list):\n", + " hashes = stable_hash_from_nested_list(nested_list)\n", + " cum_hashes = cumulative_hash_list(hashes)\n", + " uuids = uuids_from_hashes(cum_hashes)\n", + " return uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/', 'ca096868500e5fabbf23ed0454a2f452', 'e2bff246e8e059e58c75159344af23c5', 'b3bac7ebb8ec56fe9ffe818f169ba302']\n" + ] + }, + { + "data": { + "text/plain": [ + "'/ca096868500e5fabbf23ed0454a2f452/e2bff246e8e059e58c75159344af23c5/b3bac7ebb8ec56fe9ffe818f169ba302'" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rootpath = \"/\"\n", + "paths = [rootpath] + uuids\n", + "print(paths)\n", + "path = os.path.join(*paths)\n", + "path" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/project root\n", + "root (Path: /tmp/project)\n", + "└─mat1 (Path: /tmp/project/mat1)\n", + " ├─a1 (Path: /tmp/project/mat1/a1)\n", + " │ └─b2 (Path: /tmp/project/mat1/a1/b2)\n", + " ├─a2 (Path: /tmp/project/mat1/a2)\n", + " │ ├─b1 (Path: /tmp/project/mat1/a2/b1)\n", + " │ └─b4 (Path: /tmp/project/mat1/a2/b4)\n", + " └─a3 (Path: /tmp/project/mat1/a3)\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "import json\n", + "\n", + "class TreeNode:\n", + " def __init__(self, name, rootpath, parent=None):\n", + " \"\"\"\n", + " :param name: Der Name des Knotens (z. B. Ordnername).\n", + " :param rootpath: Der Root-Pfad des Baums.\n", + " :param parent: Der Elternknoten.\n", + " \"\"\"\n", + " self.name = name # Der logische Name des Knotens (Subfolder-Name)\n", + " self.parent = parent # Elternknoten\n", + " self.rootpath = rootpath.rstrip(\"/\") if parent is None else f\"{parent.rootpath}/{name}\" # Physischer Pfad\n", + " self.children = {} # Kinderknoten\n", + "\n", + " def __lt__(self, other):\n", + " return self.name < other.name\n", + "\n", + " def get_child(self, path):\n", + " path_list = path.strip(\"/\").split(\"/\") # Pfad in eine Liste umwandeln\n", + " current_node = self\n", + " for part in path_list:\n", + " if part in current_node.children:\n", + " current_node = current_node.children[part]\n", + " else:\n", + " return None # Pfad existiert nicht\n", + " return current_node\n", + "\n", + " def add_path(self, logical_path):\n", + " \"\"\"\n", + " Fügt einen Pfad hinzu. Der physische Pfad wird automatisch generiert.\n", + " :param logical_path: Der logische Pfad im Baum (z. B. \"folder1/folder2\").\n", + " \"\"\"\n", + " path_list = logical_path.strip(\"/\").split(\"/\")\n", + " self.add_path_list(path_list)\n", + "\n", + " def add_path_list(self, path_list):\n", + " if not path_list:\n", + " return\n", + "\n", + " head, *tail = path_list\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head, rootpath=self.rootpath, parent=self)\n", + "\n", + " self.children[head].add_path_list(tail)\n", + "\n", + " def full_name(self):\n", + " if self.parent is None:\n", + " return self.name # Root-Knoten\n", + " return f\"{self.parent.full_name()}/{self.name}\"\n", + "\n", + " def to_dict(self):\n", + " \"\"\"\n", + " Konvertiert den Baum in ein verschachteltes Dictionary.\n", + " \"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"rootpath\": self.rootpath,\n", + " \"children\": {name: child.to_dict() for name, child in self.children.items()}\n", + " }\n", + "\n", + " def to_json(self):\n", + " \"\"\"\n", + " Exportiert den Baum in JSON-Format.\n", + " \"\"\"\n", + " return json.dumps(self.to_dict(), indent=2)\n", + "\n", + " def print_tree(self, padding=\"\", is_last=True, is_root=True):\n", + " if is_root:\n", + " print(f\"{self.name} (Path: {self.rootpath})\")\n", + " else:\n", + " branch = \"└─\" if is_last else \"├─\"\n", + " print(f\"{padding}{branch}{self.name} (Path: {self.rootpath})\")\n", + " padding += \" \" if is_last else \"│ \"\n", + "\n", + " children = sorted(self.children.values())\n", + " for count, child in enumerate(children):\n", + " child.print_tree(padding, count == (len(children) - 1), is_root=False)\n", + "\n", + " def __repr__(self):\n", + " return f\"({self.name})\"\n", + "\n", + " def __str__(self):\n", + " return f\"({self.name}|{self.rootpath})\"\n", + "\n", + " def get_subtree_by_name(self, name):\n", + " \"\"\"\n", + " Sucht im Baum nach einem Knoten mit dem angegebenen Namen.\n", + " :param name: Der Name des gesuchten Knotens.\n", + " :return: Der Knoten (TreeNode), wenn gefunden, sonst None.\n", + " \"\"\"\n", + " if self.name == name:\n", + " return self # Aktueller Knoten passt\n", + " \n", + " for child in self.children.values():\n", + " result = child.get_subtree_by_name(name)\n", + " if result:\n", + " return result # Knoten gefunden\n", + " \n", + " return None # Kein Knoten mit dem Namen gefunden\n", + "\n", + "tree = TreeNode(\"root\", rootpath=\"/tmp/project\")\n", + "tree.add_path(\"mat1/a1/b2\")\n", + "tree.add_path(\"mat1/a3\")\n", + "tree.add_path(\"mat1/a2/b1/\")\n", + "tree.add_path(\"mat1/a2/b4/\")\n", + "tree.to_dict()\n", + "print(tree.rootpath, tree.name)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'mat1',\n", + " 'rootpath': '/tmp/project',\n", + " 'children': {'mat1': {'name': 'mat1',\n", + " 'rootpath': '/tmp/project/mat1',\n", + " 'children': {'a1': {'name': 'a1',\n", + " 'rootpath': '/tmp/project/mat1/a1',\n", + " 'children': {'b2': {'name': 'b2',\n", + " 'rootpath': '/tmp/project/mat1/a1/b2',\n", + " 'children': {}}}},\n", + " 'a3': {'name': 'a3', 'rootpath': '/tmp/project/mat1/a3', 'children': {}},\n", + " 'a2': {'name': 'a2',\n", + " 'rootpath': '/tmp/project/mat1/a2',\n", + " 'children': {'b1': {'name': 'b1',\n", + " 'rootpath': '/tmp/project/mat1/a2/b1',\n", + " 'children': {}},\n", + " 'b4': {'name': 'b4',\n", + " 'rootpath': '/tmp/project/mat1/a2/b4',\n", + " 'children': {}}}}}}}}" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(a2|/tmp/project/mat1/a2)\n", + "a2 (Path: /tmp/project/mat1/a2)\n", + "├─b1 (Path: /tmp/project/mat1/a2/b1)\n", + "└─b4 (Path: /tmp/project/mat1/a2/b4)\n" + ] + } + ], + "source": [ + "a2 = tree.get_child(\"/mat1/a2\")\n", + "print(a2)\n", + "a2.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(a2|/tmp/project/mat1/a2)\n" + ] + }, + { + "data": { + "text/plain": [ + "(a2)" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(a2)\n", + "a2" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/project/mat1/a2/b1'" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b1 = tree.get_child(\"mat1/a2/b1/\")\n", + "b1.rootpath" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "b1 (Path: /tmp/project/mat1/a2/b1)\n" + ] + } + ], + "source": [ + "b1.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(b1|/tmp/project/mat1/a2/b1)\n" + ] + } + ], + "source": [ + "print(b1)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a1)" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.get_subtree_by_name(\"a1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('/tmp/project', 'mat1')" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.rootpath, tree.name" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root (Path: /tmp/project/)\n", + "└─f09e3370d8f953398366753ca7e16eb9 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9)\n", + " ├─1514d36656d75f638a994b7fe87e2ad0 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/1514d36656d75f638a994b7fe87e2ad0)\n", + " │ └─68bb365dbf5c556faf848a6c8c72b205 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/1514d36656d75f638a994b7fe87e2ad0/68bb365dbf5c556faf848a6c8c72b205)\n", + " └─b0465a6b35ce5fd28338e04233c422d7 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/b0465a6b35ce5fd28338e04233c422d7)\n", + " └─68bb365dbf5c556faf848a6c8c72b205 (Path: /tmp/project//f09e3370d8f953398366753ca7e16eb9/b0465a6b35ce5fd28338e04233c422d7/68bb365dbf5c556faf848a6c8c72b205)\n" + ] + } + ], + "source": [ + "tree = TreeNode(\"root\", rootpath=\"/tmp/project/\")\n", + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "nested_list2 = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 2.2,\"ssd\"],\n", + " [\"a\"],]\n", + "\n", + "uuids = stable_uuids_from_nested_list(nested_list)\n", + "uuids2 = stable_uuids_from_nested_list(nested_list2)\n", + "tree.add_path_list(uuids)\n", + "tree.add_path_list(uuids2)\n", + "tree.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'TreeNode' object has no attribute 'path'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'TreeNode' object has no attribute 'path'" + ] + } + ], + "source": [ + "tree.path" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/hashtree.ipynb b/ipynb/hashtree.ipynb new file mode 100644 index 0000000..ce422f7 --- /dev/null +++ b/ipynb/hashtree.ipynb @@ -0,0 +1,752 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:54:39 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib\n", + "import sdata.iolib.hashtree\n", + "from sdata.iolib.hashtree import stable_cum_uuids_from_nested_list, stable_cum_uuid_from_nested_list" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'83bb6f252fff55fdac7a4cf411145d94'" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datatype = \"mat1\"\n", + "datatype_uuid = sdata.iolib.hashtree.generate_uuid_from_hash(datatype)\n", + "datatype_uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.iolib.hashtree.NAMESPACE_SDATA" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "class ParameterSet:\n", + " def __init__(self, name):\n", + " self.name = name" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "uid = stable_uuid_from_list([1,2,3])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f09e3370d8f953398366753ca7e16eb9',\n", + " 'b8f6eb73756c5d3d8f7456003bf0dc6d',\n", + " 'f6dd12b913135291b58bcd2f5f63f157']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuids = stable_cum_uuids_from_nested_list(nested_list)\n", + "uuids" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'f6dd12b913135291b58bcd2f5f63f157'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = stable_cum_uuid_from_nested_list(nested_list)\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(root|8)\n", + "root\n", + "└─tmp\n", + " ├─a1\n", + " │ └─b2\n", + " ├─a2\n", + " │ ├─b1\n", + " │ └─b4\n", + " └─a3\n" + ] + } + ], + "source": [ + "class TreeNode:\n", + " def __init__(self, name, parent=None):\n", + " self.name = name # Der Name des Knotens\n", + " self.children = {} # Kinderknoten\n", + " self.parent = parent # Elternknoten\n", + "\n", + " def __lt__(self, other):\n", + " \"\"\"\n", + " Ermöglicht die Sortierung von TreeNode-Objekten basierend auf ihrem Namen.\n", + " \"\"\"\n", + " return self.name < other.name\n", + " \n", + " def get_child(self, path):\n", + " \"\"\"\n", + " Navigiert den Pfad und gibt den Zielknoten zurück, falls vorhanden.\n", + " :param path: Ein Pfad in der Form \"child1/child2\".\n", + " :return: Der Zielknoten oder None, falls der Pfad nicht existiert.\n", + " \"\"\"\n", + " path_list = path.strip(\"/\").split(\"/\") # Pfad in eine Liste umwandeln\n", + " current_node = self\n", + " for part in path_list:\n", + " if part in current_node.children:\n", + " current_node = current_node.children[part]\n", + " else:\n", + " return None # Pfad existiert nicht\n", + " return current_node\n", + " \n", + " def add_path(self, path):\n", + " path_list = path.strip(\"/\").split(\"/\")\n", + " self.add_path_list(path_list)\n", + " \n", + " def add_path_list(self, path_list):\n", + " if not path_list:\n", + " return\n", + " \n", + " head, *tail = path_list\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head, parent=self)\n", + " self.children[head].add_path_list(tail)\n", + "\n", + " def repr(self, level=0):\n", + " ret = \" \" * level + repr(self.name) + \"\\n\"\n", + " for child in self.children.values():\n", + " ret += child.__repr__(level + 1)\n", + " return ret\n", + "\n", + " def __repr__(self):\n", + " n_nodes = self.count_nodes()\n", + " return f\"({self.full_name()}|{n_nodes})\"\n", + " \n", + " def __str__(self):\n", + " n_nodes = self.count_nodes()\n", + " return f\"({self.full_name()}|{n_nodes})\"\n", + " \n", + " def to_dict(self):\n", + " \"\"\"\n", + " Konvertiert den Baum in ein verschachteltes Dictionary.\n", + " \"\"\"\n", + " return {\n", + " \"name\": self.name,\n", + " \"parent\": self.parent,\n", + " \"children\": {name: child.to_dict() for name, child in self.children.items()}\n", + " }\n", + "\n", + " def to_json(self):\n", + " \"\"\"\n", + " Exportiert den Baum in JSON-Format.\n", + " \"\"\"\n", + " return json.dumps(self.to_dict(), indent=2) \n", + " \n", + " def print_tree(self, padding=\"\", is_last=True, is_root=True):\n", + " \"\"\"\n", + " Druckt den Baum in einer visuellen Struktur mit Verzweigungen.\n", + " :param padding: Aktuelle Einrückung.\n", + " :param is_last: Ob der aktuelle Knoten das letzte Kind ist.\n", + " :param is_root: Ob der aktuelle Knoten der Root-Knoten ist.\n", + " \"\"\"\n", + " if is_root:\n", + " print(self.name) # Root-Knoten ohne Verzweigungssymbol\n", + " else:\n", + " branch = \"└─\" if is_last else \"├─\"\n", + " print(padding + branch + self.name)\n", + " padding += \" \" if is_last else \"│ \"\n", + " \n", + " children = sorted(self.children.values()) # Alphabetische Sortierung\n", + " for count, child in enumerate(children):\n", + " child.print_tree(padding, count == (len(children) - 1), is_root=False)\n", + "\n", + " def full_name(self):\n", + " \"\"\"\n", + " Gibt den vollständigen Pfad des Knotens zurück, von der Wurzel bis zu diesem Knoten.\n", + " :return: Ein String, der den vollständigen Pfad darstellt.\n", + " \"\"\"\n", + " if self.parent is None:\n", + " return self.name # Root-Knoten\n", + " return f\"{self.parent.full_name()}/{self.name}\"\n", + " \n", + " def get_child_by_name(self, name):\n", + " \"\"\"\n", + " Sucht im Baum nach einem Knoten mit dem angegebenen Namen.\n", + " :param name: Der Name des gesuchten Knotens.\n", + " :return: Der Knoten (TreeNode), wenn gefunden, sonst None.\n", + " \"\"\"\n", + " if self.name == name:\n", + " return self # Aktueller Knoten passt\n", + " \n", + " for child in self.children.values():\n", + " result = child.get_child_by_name(name)\n", + " if result:\n", + " return result # Knoten gefunden\n", + " \n", + " return None # Kein Knoten mit dem Namen gefunden\n", + "\n", + " def count_nodes(self):\n", + " \"\"\"\n", + " Zählt die Anzahl aller Knoten im gesamten Teilbaum.\n", + " :return: Die Anzahl aller Knoten (einschließlich des aktuellen Knotens).\n", + " \"\"\"\n", + " count = 1 # Zähle den aktuellen Knoten\n", + " for child in self.children.values():\n", + " count += child.count_nodes() # Rekursiv alle Kinder zählen\n", + " return count\n", + " \n", + "def build_tree(hash_lists):\n", + " root = TreeNode(\"root\")\n", + " for hash_list in hash_lists:\n", + " root.add_path_list(hash_list)\n", + " return root\n", + "\n", + "tree = TreeNode(\"root\")\n", + "tree.add_path(\"/tmp/a1/b2\")\n", + "tree.add_path(\"/tmp/a3\")\n", + "tree.add_path(\"/tmp/a2/b1/\")\n", + "tree.add_path(\"/tmp/a2/b4/\")\n", + "tree.to_dict()\n", + "print(tree)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['f09e3370d8f953398366753ca7e16eb9', 'b8f6eb73756c5d3d8f7456003bf0dc6d', 'f6dd12b913135291b58bcd2f5f63f157']\n", + "83bb6f252fff55fdac7a4cf411145d94\n", + "└─f09e3370d8f953398366753ca7e16eb9\n", + " └─b8f6eb73756c5d3d8f7456003bf0dc6d\n", + " └─f6dd12b913135291b58bcd2f5f63f157\n" + ] + } + ], + "source": [ + "tree = TreeNode(datatype_uuid)\n", + "#rootpath = \"\"\n", + "#paths = [rootpath] + uuids\n", + "#print(paths)\n", + "#path = os.path.join(*paths)\n", + "print(uuids)\n", + "tree.add_path_list(uuids)\n", + "tree.print_tree()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9/b8f6eb73756c5d3d8f7456003bf0dc6d|2)\n", + "b8f6eb73756c5d3d8f7456003bf0dc6d\n", + "└─f6dd12b913135291b58bcd2f5f63f157\n" + ] + }, + { + "data": { + "text/plain": [ + "'b8f6eb73756c5d3d8f7456003bf0dc6d'" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2 = tree.get_child_by_name(\"b8f6eb73756c5d3d8f7456003bf0dc6d\")\n", + "print(a2)\n", + "a2.print_tree()\n", + "a2.name" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9|3)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2.parent" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'name': 'b8f6eb73756c5d3d8f7456003bf0dc6d',\n", + " 'parent': (83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9|3),\n", + " 'children': {'f6dd12b913135291b58bcd2f5f63f157': {'name': 'f6dd12b913135291b58bcd2f5f63f157',\n", + " 'parent': (83bb6f252fff55fdac7a4cf411145d94/f09e3370d8f953398366753ca7e16eb9/b8f6eb73756c5d3d8f7456003bf0dc6d|2),\n", + " 'children': {}}}}" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a2.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'NoneType' object has no attribute 'full_name'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mb1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_child\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"/tmp/a2/b1/\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mb1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfull_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'full_name'" + ] + } + ], + "source": [ + "b1 = tree.get_child(\"/tmp/a2/b1/\")\n", + "b1.full_name()" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "b1\n" + ] + } + ], + "source": [ + "b1.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root/tmp/a2/b1\n" + ] + } + ], + "source": [ + "print(b1)" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'a1'\n", + " 'b2'" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree.get_subtree_by_name(\"a1\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/'\n", + " 'tmp'\n", + " 'a2'\n", + " 'b4'" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tree = TreeNode(\"/\")\n", + "tree.add_path(\"/tmp/a2/b4/\")\n", + "tree" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [], + "source": [ + "tree = TreeNode(\"/\")\n", + "tree.add_path_list([uid])\n", + "tree.add_path_list(uuids)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n", + "└─f09e3370d8f953398366753ca7e16eb9\n", + " ├─1514d36656d75f638a994b7fe87e2ad0\n", + " │ └─68bb365dbf5c556faf848a6c8c72b205\n", + " └─b0465a6b35ce5fd28338e04233c422d7\n", + " └─68bb365dbf5c556faf848a6c8c72b205\n" + ] + } + ], + "source": [ + "tree = TreeNode(\"root\")\n", + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "nested_list2 = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 2.2,\"ssd\"],\n", + " [\"a\"],]\n", + "\n", + "uuids = stable_uuids_from_nested_list(nested_list)\n", + "uuids2 = stable_uuids_from_nested_list(nested_list2)\n", + "tree.add_path_list(uuids)\n", + "tree.add_path_list(uuids2)\n", + "tree.print_tree()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def create_directories(node, base_path):\n", + " current_path = os.path.join(base_path, node.name)\n", + " if node.name != \"root\": # Root nicht erstellen\n", + " os.makedirs(current_path, exist_ok=True)\n", + " for child in node.children.values():\n", + " create_directories(child, current_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stabiler Hash-Wert: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n" + ] + }, + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Beispielnutzung\n", + "data = [3.14159265, 42, \"hello\", 2.7182818]\n", + "hashstr = stable_hash_from_list(data)\n", + "print(f\"Stabiler Hash-Wert: {hashstr}\")\n", + "stable_uuid_from_list(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n" + ] + } + ], + "source": [ + "# Beispiel-Hashwertlisten\n", + "hash_lists = [\n", + " [\"hash1\", \"hash2\", \"hash3\"],\n", + " [\"hash1\", \"hash4\"],\n", + " [\"hash5\", \"hash6\"],\n", + " [\"hash1\", \"hash2\", \"hash7\"]\n", + "]\n", + "\n", + "# Baum erstellen\n", + "tree = build_tree(hash_lists)\n", + "print(tree)" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'create_directories' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mbase_directory\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"/tmp/tree_structure\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mcreate_directories\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtree\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbase_directory\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'create_directories' is not defined" + ] + } + ], + "source": [ + "base_directory = \"/tmp/tree_structure\"\n", + "create_directories(tree, base_directory)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0m\u001b[01;34mroot\u001b[0m/\r\n" + ] + } + ], + "source": [ + "ls /tmp/tree_structure" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "uuid4() takes 0 positional arguments but 1 was given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muuid4\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ddf\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: uuid4() takes 0 positional arguments but 1 was given" + ] + } + ], + "source": [ + "uuid.uuid4(\"ddf\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/hashtree_test.ipynb b/ipynb/hashtree_test.ipynb new file mode 100644 index 0000000..896b086 --- /dev/null +++ b/ipynb/hashtree_test.ipynb @@ -0,0 +1,548 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import sdata\n", + "import hashlib\n", + "from collections import defaultdict\n", + "import uuid\n", + "import os" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('444bc445-2e5c-50c0-b758-d0195dad9867')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "namespace = uuid.uuid5(uuid.NAMESPACE_DNS, \"sdata\")\n", + "namespace" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def stable_hash_from_list(input_list):\n", + " # Konvertiere die Liste in eine normalisierte Zeichenkette\n", + " normalized_str = str([\n", + " round(item, 8) if isinstance(item, float) else item\n", + " for item in input_list\n", + " ])\n", + " # Erstelle einen Hash mit hashlib (z. B. SHA256)\n", + " hash_object = hashlib.sha256(normalized_str.encode('utf-8'))\n", + " return hash_object.hexdigest()\n", + "\n", + "def stable_uuid_from_list(input_list):\n", + " hashstr = stable_hash_from_list(input_list)\n", + " return generate_uuid_from_hash(hashstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "class TreeNode:\n", + " def __init__(self, name):\n", + " self.name = name # Der Hashwert oder Ordnername\n", + " self.children = {} # Kinderknoten (Unterordner)\n", + "\n", + " def add_path(self, path):\n", + " if not path:\n", + " return\n", + " head, *tail = path\n", + " if head not in self.children:\n", + " self.children[head] = TreeNode(head)\n", + " self.children[head].add_path(tail)\n", + "\n", + " def __repr__(self, level=0):\n", + " ret = \" \" * level + repr(self.name) + \"\\n\"\n", + " for child in self.children.values():\n", + " ret += child.__repr__(level + 1)\n", + " return ret\n", + "\n", + "def build_tree(hash_lists):\n", + " root = TreeNode(\"root\")\n", + " for hash_list in hash_lists:\n", + " root.add_path(hash_list)\n", + " return root" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def create_directories(node, base_path):\n", + " current_path = os.path.join(base_path, node.name)\n", + " if node.name != \"root\": # Root nicht erstellen\n", + " os.makedirs(current_path, exist_ok=True)\n", + " for child in node.children.values():\n", + " create_directories(child, current_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def generate_uuid_from_hash(hash_value):\n", + " # Konvertiere den Hashwert in einen String (falls nötig)\n", + " hash_string = str(hash_value)\n", + " namespace = uuid.uuid5(uuid.NAMESPACE_DNS, \"sdata\")\n", + " return uuid.uuid5(namespace, hash_string)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stabiler Hash-Wert: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n" + ] + }, + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "# Beispielnutzung\n", + "data = [3.14159265, 42, \"hello\", 2.7182818]\n", + "hashstr = stable_hash_from_list(data)\n", + "print(f\"Stabiler Hash-Wert: {hashstr}\")\n", + "stable_uuid_from_list(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052',\n", + " 'ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3',\n", + " 'a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nested_list = [[3.14159265, 42, \"hello\", 2.7182818], \n", + " [1, 1.2,\"ssd\"],\n", + " [\"a\"], \n", + " ]\n", + "def stable_hash_from_nested_list(nested_list):\n", + "\n", + " return [stable_hash_from_list(x) for x in nested_list]\n", + "hashlist = stable_hash_from_nested_list(nested_list)\n", + "hashlist" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.array_equal(hashlist, nested_list)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('f09e3370-d8f9-5339-8366-753ca7e16eb9')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "generate_uuid_from_hash(hashstr)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'root'\n", + " 'hash1'\n", + " 'hash2'\n", + " 'hash3'\n", + " 'hash7'\n", + " 'hash4'\n", + " 'hash5'\n", + " 'hash6'\n", + "\n" + ] + } + ], + "source": [ + "# Beispiel-Hashwertlisten\n", + "hash_lists = [\n", + " [\"hash1\", \"hash2\", \"hash3\"],\n", + " [\"hash1\", \"hash4\"],\n", + " [\"hash5\", \"hash6\"],\n", + " [\"hash1\", \"hash2\", \"hash7\"]\n", + "]\n", + "\n", + "# Baum erstellen\n", + "tree = build_tree(hash_lists)\n", + "print(tree)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "base_directory = \"/tmp/tree_structure\"\n", + "create_directories(tree, base_directory)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0m\u001b[01;34mroot\u001b[0m/\r\n" + ] + } + ], + "source": [ + "ls /tmp/tree_structure" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "uuid4() takes 0 positional arguments but 1 was given", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0muuid4\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"ddf\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m: uuid4() takes 0 positional arguments but 1 was given" + ] + } + ], + "source": [ + "uuid.uuid4(\"ddf\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kumulativer Hash: eea7c93318433df0675497c6af463c5c75193b83ac3d612f76b9406e96f409a0\n" + ] + } + ], + "source": [ + "import hashlib\n", + "\n", + "def cumulative_hash(hashes, new_hash):\n", + " \"\"\"\n", + " Berechnet einen kumulativen Hash basierend auf einer Liste von vorherigen Hashes\n", + " und einem neuen Hash.\n", + " \n", + " :param hashes: Liste bestehender Hashes (Strings).\n", + " :param new_hash: Neuer Hash (String), der hinzukommt.\n", + " :return: Neuer kumulativer Hash.\n", + " \"\"\"\n", + " combined = \"\".join(hashes) + new_hash # Kombiniere alle bisherigen Hashes mit dem neuen Hash\n", + " return hashlib.sha256(combined.encode('utf-8')).hexdigest()\n", + "\n", + "# Beispielnutzung\n", + "hash_list = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\"\n", + "]\n", + "new_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "result = cumulative_hash(hash_list, new_hash)\n", + "print(f\"Kumulativer Hash: {result}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'cumulative_hash' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 24\u001b[0m \u001b[0;34m\"45c48cce2e2d7fbdea1afc51c7c6ad26\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 25\u001b[0m ]\n\u001b[0;32m---> 26\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcumulative_hashes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhash_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_hashes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 27\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Kumulative Hashes:\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mh\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m\u001b[0m in \u001b[0;36mcumulative_hashes\u001b[0;34m(hashes, new_hashes)\u001b[0m\n\u001b[1;32m 8\u001b[0m \"\"\"\n\u001b[1;32m 9\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mnew_hash\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mnew_hashes\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0mcumulative\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcumulative_hash\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhashes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_hash\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 11\u001b[0m \u001b[0mhashes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcumulative\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mhashes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'cumulative_hash' is not defined" + ] + } + ], + "source": [ + "def cumulative_hashes(hashes, new_hashes):\n", + " \"\"\"\n", + " Berechnet kumulative Hashes iterativ mit einer Liste neuer Hashes.\n", + " \n", + " :param hashes: Liste bestehender Hashes.\n", + " :param new_hashes: Liste neuer Hashes.\n", + " :return: Liste kumulativer Hashes.\n", + " \"\"\"\n", + " for new_hash in new_hashes:\n", + " cumulative = cumulative_hash(hashes, new_hash)\n", + " hashes.append(cumulative)\n", + " return hashes\n", + "\n", + "hash_list = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\"\n", + "]\n", + "new_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "\n", + "# Beispielnutzung\n", + "new_hashes = [\n", + " \"d8e8fca2dc0f896fd7cb4cb0031ba249\",\n", + " \"45c48cce2e2d7fbdea1afc51c7c6ad26\"\n", + "]\n", + "result = cumulative_hashes(hash_list, new_hashes)\n", + "print(\"Kumulative Hashes:\")\n", + "for h in result:\n", + " print(h)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def generate_combined_hash(parent_hash, own_hash):\n", + " \"\"\"\n", + " Berechnet einen neuen Hash basierend auf einem Parent-Hash und einem eigenen Hash.\n", + " Falls der Parent-Hash None ist, wird ein leerer String verwendet.\n", + " \n", + " :param parent_hash: Der Hash des Elternknotens (String, None für Root).\n", + " :param own_hash: Der eigene Hash des aktuellen Knotens (String).\n", + " :return: Der kombinierte Hash (String).\n", + " \"\"\"\n", + " parent_hash = parent_hash or \"\" # Falls None, verwende leeren String\n", + " combined = parent_hash + own_hash\n", + " return hashlib.sha256(combined.encode('utf-8')).hexdigest()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kombinierter Hash: 522be3957dcc77aefb833e2aa65b2d159fab2fe3c52504a1142ffe8c669de604\n" + ] + } + ], + "source": [ + "# Beispielnutzung\n", + "parent_hash = \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\"\n", + "own_hash = \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\"\n", + "\n", + "result = generate_combined_hash(parent_hash, own_hash)\n", + "print(f\"Kombinierter Hash: {result}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kumulative Hashes:\n", + "Hash 1: f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\n", + "Hash 2: f8c26aec19700d1ecf0714ea4b8581975b74b4f8dbaf06c21fbc890a12b46cff\n", + "Hash 3: d445a7bedba5e8b66649752e628f55e2f2dc8e20e91f290ea541b4c7370c47cb\n", + "Hash 4: 804329ab9d5b26a28e1af9a701c5c94aa639c6b6813f8928081b21edf00b577c\n", + "Hash 5: 82beb5eff82cf82644aeb4e866ebc70e1baf3447fd77de59195012ea97969bc6\n" + ] + } + ], + "source": [ + "def cumulative_hash_list(hashes):\n", + " \"\"\"\n", + " Berechnet kumulative Hashes basierend auf einer Liste, wobei der parent_hash\n", + " jeweils der vorherige Hash in der Liste ist.\n", + "\n", + " :param hashes: Liste von Hashes (Strings).\n", + " :return: Liste der kumulativ berechneten Hashes.\n", + " \"\"\"\n", + " if not hashes:\n", + " return []\n", + "\n", + " cumulative_hashes = [hashes[0]] # Der erste Hash ist unverändert\n", + " for i in range(1, len(hashes)):\n", + " parent_hash = cumulative_hashes[i - 1]\n", + " current_hash = hashes[i]\n", + " cumulative_hashes.append(generate_combined_hash(parent_hash, current_hash))\n", + " return cumulative_hashes\n", + "\n", + "# Beispielnutzung\n", + "hashes = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\",\n", + " \"ce6bc57403f6d39b1dd30fe7aca428d5de956758551facfbca290500ad9100b3\",\n", + " \"a326618a43c0b61aff497f4d8a82f4857fe952c5fae156ab94facf4adbf7dcb4\",\n", + " \"b3f1a7f63b85387c26b79521360d1d9306c4a5b6e0333c3b8f2d648b7a6ed8cc\",\n", + " \"9f86d081884c7d659a2feaa0c55ad015a3bf4f1b2b0b822cd15d6c15b0f00a08\"\n", + "]\n", + "\n", + "result = cumulative_hash_list(hashes)\n", + "print(\"Kumulative Hashes:\")\n", + "for i, h in enumerate(result):\n", + " print(f\"Hash {i + 1}: {h}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052']" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hashes = [\n", + " \"f54068f9b31cb94d56b454d36c1458877e5e45589684038b5c60097ad45b9052\", ]\n", + "result = cumulative_hash_list(hashes)\n", + "result" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1, len(hashes)):\n", + " print(i)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/hierarchical.db b/ipynb/hierarchical.db new file mode 100644 index 0000000..13c4c65 Binary files /dev/null and b/ipynb/hierarchical.db differ diff --git a/ipynb/hierarchical_db.ipynb b/ipynb/hierarchical_db.ipynb new file mode 100644 index 0000000..d3da6eb --- /dev/null +++ b/ipynb/hierarchical_db.ipynb @@ -0,0 +1,94 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kinder von /a/b:\n", + "('/a/b/c', 'Daten bei /a/b/c')\n", + "('/a/b/d', 'Daten bei /a/b/d')\n" + ] + } + ], + "source": [ + "import sqlite3\n", + "\n", + "# Datenbankverbindung aufbauen\n", + "conn = sqlite3.connect('hierarchical.db')\n", + "\n", + "# Tabelle erstellen\n", + "conn.execute('''\n", + "CREATE TABLE IF NOT EXISTS nodes (\n", + " path TEXT PRIMARY KEY,\n", + " parent_path TEXT,\n", + " name TEXT,\n", + " value TEXT,\n", + " FOREIGN KEY (parent_path) REFERENCES nodes (path)\n", + ")\n", + "''')\n", + "\n", + "# Daten einfügen\n", + "def insert_node(path, value):\n", + " parts = path.strip(\"/\").split(\"/\")\n", + " name = parts[-1]\n", + " parent_path = \"/\".join(parts[:-1]) if len(parts) > 1 else \"\"\n", + "\n", + " conn.execute('''\n", + " INSERT OR REPLACE INTO nodes (path, parent_path, name, value) \n", + " VALUES (?, ?, ?, ?)\n", + " ''', (path, parent_path, name, value))\n", + " conn.commit()\n", + "\n", + "# Kinder eines Pfades abfragen\n", + "def get_children(parent_path):\n", + " parent_path = parent_path.strip(\"/\")\n", + " cursor = conn.execute('SELECT path, value FROM nodes WHERE parent_path = ?', (parent_path,))\n", + " return cursor.fetchall()\n", + "\n", + "# Beispielverwendung\n", + "insert_node(\"/a/b/c\", \"Daten bei /a/b/c\")\n", + "insert_node(\"/a/b/d\", \"Daten bei /a/b/d\")\n", + "insert_node(\"/a/x/y\", \"Daten bei /a/x/y\")\n", + "\n", + "# Kinder von \"/a/b\" abrufen\n", + "print(\"Kinder von /a/b:\")\n", + "for child in get_children(\"/a/b\"):\n", + " print(child)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem39", + "language": "python", + "name": "sfem39" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/index.sqlite b/ipynb/index.sqlite new file mode 100644 index 0000000..0a0d125 Binary files /dev/null and b/ipynb/index.sqlite differ diff --git a/ipynb/index.sqlite.dot b/ipynb/index.sqlite.dot new file mode 100644 index 0000000..4678738 --- /dev/null +++ b/ipynb/index.sqlite.dot @@ -0,0 +1,8 @@ +digraph { +4 [label="name Ronald Wayne\ntype ['person', 'administrator', 'founder']"]; +1 [label="name apple Computer Company\ntype ['company', 'start-up']\nfounded April 1, 1976"]; +5 [label="name Mike Markkula\ntype ['person', 'investor']"]; +4 -> 1 [label="action founded"]; +1 -> 4 [label="action divested\namount 800\ndate April 12, 1976"]; +5 -> 1 [label="action invested\nequity 80000\ndebt 170000"]; +} diff --git a/ipynb/index.sqlite.png b/ipynb/index.sqlite.png new file mode 100644 index 0000000..d23e19a Binary files /dev/null and b/ipynb/index.sqlite.png differ diff --git a/ipynb/index.sqlite_no_types.dot b/ipynb/index.sqlite_no_types.dot new file mode 100644 index 0000000..b07dfe5 --- /dev/null +++ b/ipynb/index.sqlite_no_types.dot @@ -0,0 +1,8 @@ +digraph { +4 [label="name Ronald Wayne"]; +1 [label="name apple Computer Company\nfounded April 1, 1976"]; +5 [label="name Mike Markkula"]; +4 -> 1 [label="founded"]; +1 -> 4 [label="divested\n800\nApril 12, 1976"]; +5 -> 1 [label="invested\n80000\n170000"]; +} diff --git a/ipynb/index.sqlite_no_types.png b/ipynb/index.sqlite_no_types.png new file mode 100644 index 0000000..7fe0496 Binary files /dev/null and b/ipynb/index.sqlite_no_types.png differ diff --git a/ipynb/json1sqlitestore.ipynb b/ipynb/json1sqlitestore.ipynb new file mode 100644 index 0000000..66d5cb2 --- /dev/null +++ b/ipynb/json1sqlitestore.ipynb @@ -0,0 +1,294 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9739dedb-768a-4f9f-ab18-60346e67f5c7", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.25.1\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d3bea38f-4184-4be4-817e-0410ef9cd445", + "metadata": {}, + "outputs": [], + "source": [ + "import sdata.iolib.json1sqlitestore\n", + "from sdata.iolib.json1sqlitestore import JSONSQLiteStore" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d948140a-4d82-47ab-9da5-b08f0d3fc1cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "remove /tmp/json1store.sqlite\n", + "Neue ID: 1\n", + "Neue ID: 2\n", + "Gelesen: {'user': 'alices', 'score': 43}\n", + "Highscores: [{'user': 'carol', 'score': 58}, {'user': 'alices', 'score': 43}, {'user': 'alice', 'score': 42}]\n", + "Datensatz: {'user': 'alice', 'score': 42}\n", + "Datensatz: {'user': 'bob', 'score': 37}\n", + "Datensatz: {'user': 'carol', 'score': 58}\n" + ] + } + ], + "source": [ + "db_path = os.path.join(\"/tmp\", \"json1store.sqlite\")\n", + "if os.path.exists(db_path):\n", + " print(f\"remove {db_path}\")\n", + " os.remove(db_path)\n", + "\n", + "with JSONSQLiteStore(db_path) as store:\n", + " # Einfügen\n", + " uid = store.insert({\"user\": \"alice\", \"score\": 42})\n", + " print(\"Neue ID:\", uid)\n", + " uid = store.insert({\"user\": \"alices\", \"score\": 43})\n", + " print(\"Neue ID:\", uid)\n", + "\n", + " # Lesen\n", + " alice = store.get(uid)\n", + " print(\"Gelesen:\", alice)\n", + "\n", + " # Batch-Einfüge\n", + " for u in [{\"user\": \"bob\", \"score\": 37}, {\"user\": \"carol\", \"score\": 58}]:\n", + " store.insert(u)\n", + "\n", + " # Suche nach high scores\n", + " highs = store.find_by(\"score\", \">\", 40)\n", + " print(\"Highscores:\", highs)\n", + "\n", + " # Update (ganzes Objekt)\n", + " if alice:\n", + " alice[\"score\"] = 99\n", + " store.update(uid, alice)\n", + "\n", + " # Löschen\n", + " store.delete(uid)\n", + "\n", + " # Alle Datensätze via Iterator\n", + " for rec in store:\n", + " print(\"Datensatz:\", rec)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "570512c1-0855-440b-b9e5-09043a7bb61b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Compile-Optionen: ['ATOMIC_INTRINSICS=1', 'COMPILER=gcc-11.2.0', 'DEFAULT_AUTOVACUUM', 'DEFAULT_CACHE_SIZE=-2000', 'DEFAULT_FILE_FORMAT=4', 'DEFAULT_JOURNAL_SIZE_LIMIT=-1', 'DEFAULT_MMAP_SIZE=0', 'DEFAULT_PAGE_SIZE=4096', 'DEFAULT_PCACHE_INITSZ=20', 'DEFAULT_RECURSIVE_TRIGGERS', 'DEFAULT_SECTOR_SIZE=4096', 'DEFAULT_SYNCHRONOUS=2', 'DEFAULT_WAL_AUTOCHECKPOINT=1000', 'DEFAULT_WAL_SYNCHRONOUS=2', 'DEFAULT_WORKER_THREADS=0', 'DIRECT_OVERFLOW_READ', 'ENABLE_COLUMN_METADATA', 'ENABLE_DBSTAT_VTAB', 'ENABLE_FTS3', 'ENABLE_FTS3_TOKENIZER', 'ENABLE_FTS4', 'ENABLE_FTS5', 'ENABLE_GEOPOLY', 'ENABLE_MATH_FUNCTIONS', 'ENABLE_RTREE', 'ENABLE_UNLOCK_NOTIFY', 'MALLOC_SOFT_LIMIT=1024', 'MAX_ATTACHED=10', 'MAX_COLUMN=2000', 'MAX_COMPOUND_SELECT=500', 'MAX_DEFAULT_PAGE_SIZE=8192', 'MAX_EXPR_DEPTH=10000', 'MAX_FUNCTION_ARG=127', 'MAX_LENGTH=1000000000', 'MAX_LIKE_PATTERN_LENGTH=50000', 'MAX_MMAP_SIZE=0x7fff0000', 'MAX_PAGE_COUNT=0xfffffffe', 'MAX_PAGE_SIZE=65536', 'MAX_SQL_LENGTH=1000000000', 'MAX_TRIGGER_DEPTH=1000', 'MAX_VARIABLE_NUMBER=250000', 'MAX_VDBE_OP=250000000', 'MAX_WORKER_THREADS=8', 'MUTEX_PTHREADS', 'SECURE_DELETE', 'SYSTEM_MALLOC', 'TEMP_STORE=1', 'THREADSAFE=1']\n", + "JSON1 aktiv: False\n" + ] + } + ], + "source": [ + "import sqlite3\n", + "\n", + "# Verbindung zu einer In-Memory-DB aufbauen\n", + "con = sqlite3.connect(\":memory:\")\n", + "con.enable_load_extension(True)\n", + "cur = con.execute(\"PRAGMA compile_options;\")\n", + "\n", + "# Alle Compile-Optionen ausgeben und JSON1 herausfiltern\n", + "options = [row[0] for row in cur.fetchall()]\n", + "print(\"Compile-Optionen:\", options)\n", + "print(\"JSON1 aktiv:\", any(\"JSON1\" in opt for opt in options))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "76cb8830-24a5-4693-979b-89877958551f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "JSON1-Funktionen verfügbar\n" + ] + } + ], + "source": [ + "try:\n", + " con.execute(\"SELECT json('{\\\"key\\\": 1}')\")\n", + " print(\"JSON1-Funktionen verfügbar\")\n", + "except sqlite3.OperationalError as e:\n", + " print(\"Keine JSON1-Funktionen:\", e)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "89bbf761-5fad-4e57-96b3-96bbb96fbc0b", + "metadata": {}, + "outputs": [ + { + "ename": "OperationalError", + "evalue": "/pfad/zu/json1.so: cannot open shared object file: No such file or directory", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mOperationalError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 4\u001b[0m\n\u001b[1;32m 2\u001b[0m con \u001b[38;5;241m=\u001b[39m sqlite3\u001b[38;5;241m.\u001b[39mconnect(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmeine.db\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 3\u001b[0m con\u001b[38;5;241m.\u001b[39menable_load_extension(\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m----> 4\u001b[0m con\u001b[38;5;241m.\u001b[39mload_extension(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/pfad/zu/json1\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;66;03m# unter Windows .dll, unter macOS .dylib\u001b[39;00m\n\u001b[1;32m 5\u001b[0m con\u001b[38;5;241m.\u001b[39menable_load_extension(\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# Test:\u001b[39;00m\n", + "\u001b[0;31mOperationalError\u001b[0m: /pfad/zu/json1.so: cannot open shared object file: No such file or directory" + ] + } + ], + "source": [ + "import sqlite3\n", + "con = sqlite3.connect(\"meine.db\")\n", + "con.enable_load_extension(True)\n", + "con.load_extension(\"/pfad/zu/json1\") # unter Windows .dll, unter macOS .dylib\n", + "con.enable_load_extension(False)\n", + "\n", + "# Test:\n", + "print(con.execute(\"SELECT json('{\\\"key\\\": 1}')\").fetchone())\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "435c527c-eaea-4e44-8668-81dd6f871a73", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dark\n" + ] + } + ], + "source": [ + "import sqlite3, json\n", + "\n", + "con = sqlite3.connect(\":memory:\")\n", + "cur = con.cursor()\n", + "cur.execute(\"CREATE TABLE t(id INTEGER PRIMARY KEY, doc TEXT)\")\n", + "\n", + "payload = {\"user\": \"bob\", \"settings\": {\"theme\": \"dark\", \"lang\": \"de\"}}\n", + "cur.execute(\"INSERT INTO t(doc) VALUES (?)\", (json.dumps(payload),))\n", + "\n", + "# Extrahiere das Theme-Feld\n", + "cur.execute(\"SELECT json_extract(doc, '$.settings.theme') FROM t WHERE id = 1\")\n", + "theme = cur.fetchone()[0]\n", + "print(theme) # -> dark\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4c1cb943-3b11-40e2-bb52-0871bce12dc0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"count\":2,\"newKey\":\"neu\"}\n" + ] + } + ], + "source": [ + "import sqlite3, json\n", + "\n", + "con = sqlite3.connect(\":memory:\")\n", + "cur = con.cursor()\n", + "cur.execute(\"CREATE TABLE t(id INTEGER PRIMARY KEY, doc TEXT)\")\n", + "\n", + "cur.execute(\"INSERT INTO t(doc) VALUES (?)\", (json.dumps({\"count\": 1}),))\n", + "\n", + "# Erhöhe count auf 2 und setze newKey\n", + "cur.execute(\"\"\"\n", + " UPDATE t\n", + " SET doc = json_set(doc,\n", + " '$.count', json_extract(doc, '$.count') + 1,\n", + " '$.newKey', 'neu'\n", + " )\n", + " WHERE id = 1\n", + "\"\"\")\n", + "con.commit()\n", + "\n", + "cur.execute(\"SELECT doc FROM t WHERE id = 1\")\n", + "print(cur.fetchone()[0])\n", + "# -> {\"count\":2,\"newKey\":\"neu\"}\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "062b5a95-6852-430f-8bbf-1a20faccd04a", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/loremipsum.ipynb b/ipynb/loremipsum.ipynb new file mode 100644 index 0000000..0ea6513 --- /dev/null +++ b/ipynb/loremipsum.ipynb @@ -0,0 +1,116 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from loremipsum import get_sentences" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[\"B'nibh' b've' b'a' b'a' b'malesuada' b'dis' b'a'.\",\n", + " \"B'nunc' b'eu' b'a'.\",\n", + " \"B'cras' b'et' b'a' b'litora' b'luctus' b'viverra' b'nisl'.\",\n", + " \"B'odio' b'in'.\",\n", + " \"B'elit' b'ac' b'eu' b'hac' b'eu' b'ad' b'at' b'in' b'mi' b'platea' b'elit' b'mi' b'a' b'netus'.\"]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sentences_list = get_sentences(5)\n", + "sentences_list" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(sentences_list)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "from loremipsum import generate_paragraph\n", + "sentences_count, words_count, paragraph = generate_paragraph()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\"B'enim' b'mi' b'a' b'a' b'nibh' b'a' b'a' b'tempus' b'porta'. B'diam' b've' b'quam'. B'quis' b'eu' b'at' b'a' b'a'. B'eget' b'in' b'a' b'justo' b'urna' b'at' b'eget' b'a' b'congue' b'a' b'ac'. B'ante' b've'. B'odio' b'eu' b'orci' b'a' b'leo' b'a' b'morbi' b'a' b'nam' b'nisl' b'orci' b'magna'. B'ante' b'et' b'a' b'nam' b'a'. B'amet' b'ac' b'a' b've' b'at' b'a' b'est' b'a' b'a' b'a' b'a'. B'nunc' b'ad' b'a'. B'eros' b'at' b'a' b'eu' b'ultricies' b'lacus' b'mi' b'a' b'ut' b'a' b'eu' b'rutrum'. B'nunc' b'ac' b'a' b'donec' b'vivamus' b'taciti'. B'nisi' b'mi'. B'nisl' b'in' b'eu' b'duis'. B'odio' b'at'. B'ante' b'ac'. B'erat' b'at' b'a' b'massa' b'a' b'congue' b'a'. B'ante' b'ac' b'a' b'auctor' b'cras' b'sem'. B'pede' b'in' b'a' b'a' b'a'. B'ante' b'id' b'a' b'a' b'a' b'eni' b'a' b'nec' b'et' b'a'. B'ante' b'at' b'ac' b'hac'. B'pede' b'ut' b'a' b'a' b'a'. B'orci' b'at' b'a' b'elit' b'a' b'tempor' b'aenean'. B'ante' b'ad' b'a' b'etiam' b'ligula' b'a' b'mi'. B'amet' b'mi'. B'nunc' b'ut' b'a'. B'eget' b'id' b'a' b'a' b'a' b'a'. B'duis' b'et' b'a' b'magna' b'augue' b'consectetuer' b'aliquam' b'orci' b'a' b'class'. B'urna' b'at' b'a' b'ad' b'vel' b'vivamus' b'venenatis' b'amet' b'curae' b'arcu'. B'quam' b'id' b'a' b'a' b'a' b'justo' b'lobortis' b'vitae' b'amet' b'nunc'. B'duis' b'ut' b'a' b'a' b'a'. B'eros' b'eu' b'a'. B'arcu' b'in' b'a' b'a' b'eni' b'tellus' b'a' b'imperdiet' b'nec'. B'duis' b've' b'mi' b'purus' b'a' b'leo' b'enim' b'ante' b'suspendisse'. B'orci' b've' b'a' b'id' b'congue' b'a'. B'duis' b'ut'. B'nunc' b've' b'a' b'eu' b'ac' b'cum' b'eu' b'diam' b'mus' b've' b'nulla' b'eu' b'a' b've'. B'quis' b'ac' b'a' b'vel' b'eros' b'a' b'a'. B'urna' b'at'. B'arcu' b've' b'a' b'a' b'ligula' b'eget' b'ut' b'a' b'a' b'a'. B'amet' b've' b'a' b'quis' b'a'. B'nisi' b've' b'a'. B'diam' b'ad'. B'ante' b'et' b'a' b'vel' b'mi' b'urna' b'a' b'a' b'sem'. B'orci' b'et' b'a' b'a'. B'cras' b'at'. B'quis' b'et' b'ut' b'ante'. B'diam' b'et' b'a' b'a' b'a' b'natoque' b'nam'. B'quis' b'et' b'a' b'a' b'risus' b'et' b'a' b'eni' b'platea'. B'cras' b'at' b'eu' b'proin' b'ut'. B'nunc' b'ut' b'a' b'a' b'a' b'purus'. B'enim' b'ad'. B'amet' b'at'. B'nibh' b'et' b'a' b'sit' b'a' b'gravida'. B'nibh' b'at' b'a' b'per' b'a' b'lacinia' b'ad' b'elit' b'a'. B'diam' b'ut' b'pretium' b'odio' b'a'. B'odio' b've' b'a' b'vel' b'lorem'. B'diam' b'ut' b'lacinia' b'a' b'porta' b'a'. B'quis' b'mi' b'a' b'a' b'sem' b'tempor' b'a' b'a' b'a' b'a' b'eu' b'dui' b'sem' b'porta' b'at'. B'nisl' b'at' b'a'. B'quis' b'mi' b'a' b'a'. B'arcu' b'at' b'pede' b'per'. B'nisi' b'in' b'a' b'a' b'mi' b'a' b'a'. B'diam' b'at' b'a' b'a' b'mi' b'a' b'justo' b'orci' b'nisi' b'per' b'ac' b'eget' b'a' b'dignissim' b'rhoncus' b'a' b'dui' b'mattis'. B'cras' b've'. B'odio' b'et' b'a'. B'orci' b'mi' b'eu'. B'diam' b've'. B'orci' b'at'. B'arcu' b'eu' b'a' b'dui' b'purus' b'diam' b'magnis' b'a'. B'ante' b'ad'. B'nibh' b'in'. B'odio' b've' b'a' b'a' b'non' b'aliquam' b'purus' b'et' b'a' b'a'. B'nisl' b'mi' b've' b'non' b'a'. B'ante' b'in'. B'nibh' b'et' b'a' b'a' b'a' b'a' b'ad'. B'odio' b'et' b'a' b'metus' b'a' b'imperdiet'. B'ante' b've'. B'ante' b'ad' b'a' b'ligula' b'eni' b'neque' b'a' b'eros' b'a' b'dignissim' b'cubilia' b'a' b'sed' b'ipsum' b'taciti' b'a' b'mollis' b'a' b'a'. B'quam' b'et' b'aliquam' b'a'. B'duis' b'ad' b'nunc' b'nec' b'a' b'a' b'ac' b'a' b'nisl' b'a' b'hac' b'a' b'elit' b'a'. B'quis' b'mi' b'et' b'est' b'ut' b'eu' b'arcu'. B'quis' b'at' b'a' b'nec' b'a' b'enim'. B'enim' b'id' b'a' b'a' b'id'. B'duis' b've' b'at' b'a' b'in'. B'duis' b'ut' b'a' b'in' b'odio' b'a' b'a' b'pharetra' b'eget'. B'quis' b'id'. B'erat' b'ad' b'a' b'a' b'a' b'est' b'a' b'a' b'a' b'a' b'class'. B'nisi' b'in' b'a' b'a' b'eu' b'nullam'. B'arcu' b'eu' b'ad' b'est' b'a' b'a'. B'nisi' b'at' b'ad' b'a'. B'odio' b'et' b'a' b'taciti' b'aenean' b'consectetuer' b'a' b'et' b'leo' b'sagittis' b'ad'. B'quam' b'id' b'a' b'sem' b'eros'. B'arcu' b'eu' b'id' b'cum' b'id' b've' b'sit'. B'nisi' b'ut' b'et' b'at' b'a' b'a' b'habitasse' b'urna'. B'enim' b'in' b'a' b'id' b'at' b'id' b'a'. B'erat' b'mi' b'eu' b'a' b'a' b'a'. B'diam' b'mi' b'a' b'dui' b'enim' b'ornare' b'a' b'a' b'eu' b'primis' b'mus' b'velit'. B'pede' b've' b'a' b'dapibus' b'in' b'a' b'nam' b'a' b'nibh'. B'duis' b'mi'. B'arcu' b'in' b'ac' b'nec' b'magna' b'id' b'sit' b'sem' b'a' b'nunc' b'a' b'a'. B'nisi' b'et'. B'cras' b'eu'. B'eros' b'ac' b'a' b'a' b'a' b'ac' b'dolor' b'in' b'phasellus' b'at' b'a' b'curae' b'a' b'augue' b'a' b'a' b'a' b'taciti' b'class'. B'nunc' b'ac'. B'arcu' b'ut' b've' b'a' b'a' b'est' b'sit' b'a' b'a' b'quam' b'nec' b'a'. B'quam' b've' b'a' b'integer' b'at' b'a' b'sapien' b'netus' b'risus' b'a'. B'quis' b'at' b'a' b'in' b'nec' b'a' b'a'. B'urna' b'ut' b've' b'ut' b'litora' b'a' b'ut' b'a' b'a'. B'eget' b'in' b'a'. B'nibh' b've' b'a' b'eu' b'non' b'ad' b'est' b'vel' b'a'. B'diam' b'eu' b'a' b'ante' b'a' b'tempus'. B'nunc' b'et' b'a' b'a' b'sodales'. B'odio' b'in' b'a'. B'cras' b'eu' b'et' b'a' b'netus' b'a' b'nam' b'in' b'cras' b'nec' b'a' b'vel' b'a' b'a'. B'ante' b'eu' b've' b'a' b'per' b'et' b'a' b'a' b'ad' b'sagittis' b'a' b'a' b'posuere' b'sem' b'fusce'. B'quam' b'at' b'ut' b'a' b'ligula' b'a' b'pharetra' b'a' b'sit' b'metus' b'natoque'. B'duis' b'ut' b'a' b'a'. B'diam' b'at' b'a' b'sed' b'eros' b'a' b'a' b'vitae' b'a' b'quam' b'etiam' b'nisl' b'hac' b'a'. B'erat' b'et' b've' b'cum' b'feugiat' b'ac' b'a' b'mus'. B'odio' b'mi'. B'eget' b've' b'a' b'enim' b'montes' b'proin' b'sit' b'ac'. B'nisi' b'et' b'at' b'cum' b'arcu' b'erat' b'non' b'at' b'quam' b'nibh' b'a' b'a' b'fringilla'. B'elit' b'eu'. B'nunc' b'ad' b'a' b'arcu' b'a' b'a' b'in' b'mi' b'a' b'a'. B'diam' b'at' b'a' b'eu' b'eni' b'ut' b'pede' b'a' b'a' b've' b'a'. B'arcu' b'ad' b'id' b'a' b'a' b'a' b'at' b'dis' b'et' b'inceptos' b'proin'. B'enim' b'mi' b'laoreet' b'augue' b'a' b'a' b'sociis' b'et' b'netus' b'tempor' b'a'. B'cras' b'in' b'a' b'a' b'purus' b'in' b'varius' b'felis' b'a' b'faucibus' b'a'. B'quis' b'in' b'a' b'a' b'sit' b'a' b'netus' b'a'. B'eros' b'ac' b'commodo' b'a' b'donec' b'a'. B'duis' b'et' b'a' b'sit' b'ut' b'a' b'feugiat' b'egestas' b'a' b'dis' b'quam' b'eget'. B'arcu' b'in'. B'nisl' b'ac' b'commodo' b'eget' b'a' b'a' b'a'. B'nisi' b'in' b'a' b'rutrum' b'eget' b'est'. B'diam' b'ac' b'a' b'a'. B'arcu' b'ac' b'cras' b'ac' b'a' b'nec' b'cum'. B'eget' b'at' b'a' b'sem' b'a' b'sem' b'pede' b'nunc' b'nec'. B'eros' b'mi' b'a' b'a' b'tellus' b'in' b'quis' b'a' b'a'. B'duis' b'ac'. B'odio' b'ac' b'in' b'leo' b'ac' b'dapibus' b'lobortis'. B'ante' b'ac'. B'nibh' b'ut'. B'urna' b'at' b'a' b'a' b'a' b'a' b'vestibulum' b'arcu' b'justo' b'dis'. B'duis' b've'. B'odio' b'ut' b'a' b'a' b'a' b'id' b'at' b'lobortis' b'a' b'a' b'a' b'ut' b'lectus'. B'arcu' b'mi' b'a' b'ac' b'sociis' b'a'. B'eros' b've' b'a' b'in' b'a' b'a' b'elit' b'libero' b'a' b'a' b've' b'natoque'. B'amet' b'eu' b'laoreet' b'lobortis' b'dis'. B'quam' b'ad' b'et' b'a' b'eget' b'mi' b'egestas'. B'nibh' b'in' b'a' b'duis' b'elit' b'a' b'a' b'enim' b'a'. B'orci' b'et' b'egestas' b'a' b'nostra' b'a' b'sed' b'a'. B'pede' b'eu' b'ut' b'a'. B'nibh' b've' b'a' b'nullam' b'congue' b'consectetuer' b'a' b'ad' b'varius' b'congue' b'quisque' b'cras' b'a'. B'urna' b'mi' b'a' b'id'. B'eget' b'eu' b'a' b'a' b'a' b'et' b'nibh'. B'erat' b'in' b'cras' b'congue' b'ipsum' b'a' b'suscipit' b'a' b'per' b'hac' b'at' b'aenean' b'a' b'dictumst' b'a' b'sed'. B'arcu' b'at' b'a' b'morbi' b'est' b'in' b'orci' b'hac' b'a' b'a' b'a' b'aenean' b'vel' b'lacinia' b'id' b'orci' b'dis'. B'elit' b'mi' b'a' b'a' b'in' b'a' b'risus' b'faucibus' b'felis' b'libero' b'id' b'a' b'a' b'a' b'a' b'nec'. B'erat' b'et' b'a' b'a'. B'odio' b'in' b'a' b'a' b'eu' b'a' b'a' b'a' b'ad' b'sociosqu' b'a' b'sed' b'vitae' b'vehicula' b'curae'. B'arcu' b'et' b've' b'a' b'enim' b'sit' b'eni' b'et' b'magnis' b'lorem' b'a' b'a' b'a' b'lorem'. B'nisl' b've' b'ac' b'mus' b'id' b'feugiat' b'a' b'magnis' b'eu' b'a' b'a'. B'ante' b'at' b'a' b'porta' b'a' b'a' b'adipiscing' b'enim' b'curae' b'a'. B'quis' b'ad' b'a' b'a' b'a' b'a' b'at' b'a' b'a' b'dui'. B'eros' b'ad' b've' b'turpis'. B'erat' b'ut' b'a' b'leo' b'a' b'risus' b'ante' b'a'. B'odio' b'at' b'a' b'sem' b'a' b'a' b'eu' b'risus'. B'nisl' b'et'. B'orci' b'ac' b'nisl' b'cum' b've' b'natoque'. B'amet' b'in' b'a' b'quis'. B'diam' b'mi' b'a' b'a' b'class' b'netus'. B'nunc' b'et'. B'eget' b'in' b'ut' b'a' b'a' b'a' b'non' b'urna' b'duis' b'a' b'a' b'a' b'a' b'ad' b'ut'. B'eros' b'mi'. B'amet' b'ad' b'a' b'at'. B'nisl' b'mi' b'a' b'eu' b'luctus' b'a'. B'erat' b'at' b'ut' b'ultrices' b'a' b'litora' b'neque' b'at' b'a' b'dui' b'donec' b'sodales'. B'arcu' b'ut' b'a' b'fusce' b'nisl' b'nisi' b'proin' b'ac' b'a' b'arcu' b've' b'a' b'et' b'in'. B'ante' b'ut' b'sodales' b'magna' b'nisi' b'lorem'. B'eget' b'id' b'ac' b'a' b'a' b'in' b'cum' b'a'. B'nisl' b've' b'a' b'odio' b'a' b'a' b'class'. B'diam' b'id' b'a' b'auctor' b'eni'. B'erat' b'ut' b'a' b'a' b'ad' b'ornare' b'donec' b'a'. B'orci' b'ac' b'a' b'a' b'et' b'eni' b'nascetur' b'ad'. B'eget' b'id' b'a' b'phasellus' b'pellentesque' b'nisi' b'est' b'ut' b'a' b'nibh'. B'quam' b'id' b'a' b'torquent' b'a' b'a' b'metus' b'eros'. B'duis' b've' b'a' b'in' b'congue' b'a' b'a' b'a' b'ac' b'vel' b'dis'. B'odio' b'ac' b'eu' b'volutpat' b'vitae' b'id' b'a'. B'erat' b'at' b'a' b'congue' b'leo'. B'nunc' b've' b'a'. B'eros' b'in' b'a' b'a' b'laoreet'. B'elit' b've' b'a' b'a' b'dui' b'a' b'nisi' b'fames' b'ac' b'nullam'. B'eros' b've' b'a' b'a' b'ad' b'ridiculus' b'class' b'in' b'et' b'justo'. B'arcu' b'eu' b'a' b'sed' b'netus' b'odio' b'a'. B'enim' b'ad' b'a' b'a' b'a' b'sit' b'a' b'lacinia' b'dui'. B'nisl' b'ad' b'a' b'a'. B'diam' b've'. B'nisl' b'at' b'a' b'a' b'a' b'platea' b'quisque' b'a'. B'nisl' b'ut' b'a'. B'nisi' b'id'. B'pede' b'id'. B'quam' b'ad' b'a'. B'elit' b've' b'a' b'a' b'sem' b'a' b'a' b'et' b'etiam'. B'pede' b'in' b'a' b'a' b'dis' b'a' b'mus' b'cras' b'quam' b'risus' b'a'. B'nibh' b'eu' b'a' b'a' b'eu' b'quam' b'a' b'metus' b'diam'. B'diam' b'ad' b'at' b'ut' b'habitant'. B'amet' b'at' b'a' b'euismod' b'a'. B'elit' b'id' b'a' b'id' b'mauris'. B'odio' b'id' b'a' b'imperdiet' b'eros' b'eu' b'posuere' b'sagittis'. B'ante' b'mi' b'odio' b'nec' b'a' b'a' b'posuere' b'sed'. B'elit' b'eu' b'a' b'at' b'nisl' b'a'. B'quam' b'id' b'a' b'varius' b'a' b'a' b'a' b'a'. B'arcu' b'mi' b'ut'. B'ante' b'ad' b'duis' b'ad' b'a' b'a' b'fusce' b'a' b'urna' b'a' b'ornare' b'bibendum'. B'eget' b'et' b'a' b'a' b'a' b'a' b'malesuada'.\"" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "paragraph" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/meine.db b/ipynb/meine.db new file mode 100644 index 0000000..e69de29 diff --git a/ipynb/my_data.xlsx b/ipynb/my_data.xlsx new file mode 100644 index 0000000..d647fee Binary files /dev/null and b/ipynb/my_data.xlsx differ diff --git a/ipynb/nist_MedMnSteel_gist.ipynb b/ipynb/nist_MedMnSteel_gist.ipynb new file mode 100644 index 0000000..f492363 --- /dev/null +++ b/ipynb/nist_MedMnSteel_gist.ipynb @@ -0,0 +1,595 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "import requests\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Load data from gist\n", + "\n", + "## MedMnSteel\n", + "\n", + "* https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9\n", + "\n", + " * [medmnsteel_0.01mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_1_rd.json)\n", + " * [medmnsteel_0.01mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_2_rd.json)\n", + " * [medmnsteel_0.1mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_1_rd.json)\n", + " * [medmnsteel_0.1mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_2_rd.json)\n", + " * [medmnsteel_1mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_1mps_1_rd.json)\n", + " * [medmnsteel_1mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_1mps_2_rd.json)\n", + " * [medmnsteel_10mps_1_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/00d591b738de21abac13eed50e4bd3a7d2b6c741/medmnsteel_10mps_1_rd.json)\n", + " * [medmnsteel_10mps_2_rd.json](https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_10mps_2_rd.json)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "urls = [\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.01mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_0.1mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/76e6dad16e78befbbd711e074e7fb8493d15be89/medmnsteel_1mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_1mps_2_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/00d591b738de21abac13eed50e4bd3a7d2b6c741/medmnsteel_10mps_1_rd.json\",\n", + " \"https://gist.github.com/lepy/fdbdce805b206322d8013a1375da0eb9/raw/21733f6ed6adba8e19de94d54d69e5dc5e3c7f1f/medmnsteel_10mps_2_rd.json\",\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "datas = []\n", + "for url in urls:\n", + " js = requests.get(url).text\n", + " data = sdata.Data.from_json(js)\n", + " datas.append(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f),\n", + " (Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e),\n", + " (Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915),\n", + " (Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15),\n", + " (Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458),\n", + " (Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd),\n", + " (Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c),\n", + " (Data 'MedMnSteel_10mps_2_RD':2d7561f7fe493e00841fce986690d685)]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datas" + ] + }, + { + "cell_type": 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eps_trueeps_trueNaNfloat-True Strain$\\sigma_{true}$
sig_truesig_trueNaNfloatMPaTrue Stress$\\varepsilon_{true}$
LicenseLicenseCreative Commons Lizenzstr-
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Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " x_name = \"eps_tech\"\n", + " y_name = \"sig_tech\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"eps_true\"\n", + " y_name = \"sig_true\"\n", + " df = data.df\n", + " \n", + " idxmax = df[\"force\"].argmax()\n", + " \n", + " ax.plot(df[x_name][:idxmax], df[y_name][:idxmax], label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/nist_MedMnSteel_preparation.ipynb b/ipynb/nist_MedMnSteel_preparation.ipynb new file mode 100644 index 0000000..4bf63b7 --- /dev/null +++ b/ipynb/nist_MedMnSteel_preparation.ipynb @@ -0,0 +1,1453 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.ERROR, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "from sdata.metadata import extract_name_unit\n", + "from sdata.timestamp import TimeStamp\n", + "import uuid\n", + "import openpyxl\n", + "import matplotlib.pyplot as plt\n", + "import datetime\n", + "import re\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-12-10'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "today = datetime.datetime.today()\n", + "todaystr = datetime.date(today.year, today.month, today.day).isoformat()\n", + "todaystr" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2020-12-10T00:00:00+00:00'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TimeStamp(todaystr).utc" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['medmnsteel_10mps_2_rd.json',\n", + " 'medmnsteel_1mps_1_rd.csv',\n", + " 'medmnsteel_10mps_1_rd.csv',\n", + " 'medmnsteel_0.01mps_1_rd.csv',\n", + " 'medmnsteel_0.01mps_2_rd.csv',\n", + " 'medmnsteel_1mps_2_rd.csv',\n", + " 'MedMnSteel_se_tech.png',\n", + " 'medmnsteel_10mps_1_rd.json',\n", + " 'MedMnSteel_se_tech.pdf',\n", + " 'medmnsteel_0.1mps_1_rd.json',\n", + " 'medmnsteel_10mps_2_rd.xlsx',\n", + " 'MedMnSteel_Fu.pdf',\n", + " 'medmnsteel_10mps_2_rd.csv',\n", + " 'medmnsteel_10mps_1_rd.xlsx',\n", + " 'medmnsteel_0.01mps_1_rd.xlsx',\n", + " 'MedMnSteel_se_true.png',\n", + " 'medmnsteel_1mps_1_rd.xlsx',\n", + " 'medmnsteel_1mps_2_rd.xlsx',\n", + " 'medmnsteel_0.1mps_2_rd.csv',\n", + " 'Med_Mn_S70_CMAT_LGH_edited.xlsx',\n", + " 'medmnsteel_1mps_1_rd.json',\n", + " 'MedMnSteel_se_true.pdf',\n", + " 'README.md',\n", + " 'medmnsteel_0.1mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_2_rd.xlsx',\n", + " 'medmnsteel_0.1mps_1_rd.xlsx',\n", + " 'medmnsteel_0.1mps_2_rd.xlsx',\n", + " 'MedMnSteel_fu.png',\n", + " '20mm_HighRate_TensileGeometry.pdf',\n", + " 'MedMnSteel_fu.pdf',\n", + " 'medmnsteel_0.1mps_1_rd.csv',\n", + " 'medmnsteel_1mps_2_rd.json',\n", + " 'medmnsteel_0.01mps_1_rd.json']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "workpath = \"/home/ingolf.lepenies/projects/sdata_import/data/nist_111256_823-UT_H_Steel/\"\n", + "workpath\n", + "os.listdir(workpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata_import/data/nist_111256_823-UT_H_Steel/Med_Mn_S70_CMAT_LGH_edited.xlsx'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filename = \"Med_Mn_S70_CMAT_LGH_edited.xlsx\"\n", + "filepath = os.path.join(workpath, filename)\n", + "filepath" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['10mps(1)-RD',\n", + " '10mps(2)-RD',\n", + " '1mps(1)-RD',\n", + " '1mps(2)-RD',\n", + " '0.1mps(1)-RD',\n", + " '0.1mps(2)-RD',\n", + " '0.01mps(1)-RD',\n", + " '0.01mps(2)-RD',\n", + " 'eng(stressvsstrain)-RD']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "wb = openpyxl.load_workbook(filename=filepath)\n", + "sheet_names = wb.sheetnames\n", + "sheet_names" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10mps 1\n", + "10mps_1_RD\n", + "10mps 2\n", + "10mps_2_RD\n", + "1mps 1\n", + "1mps_1_RD\n", + "1mps 2\n", + "1mps_2_RD\n", + "0.1mps 1\n", + "0.1mps_1_RD\n", + "0.1mps 2\n", + "0.1mps_2_RD\n", + "0.01mps 1\n", + "0.01mps_1_RD\n", + "0.01mps 2\n", + "0.01mps_2_RD\n", + "eng(stressvsstrain)-RD\n" + ] + } + ], + "source": [ + "def get_name(value):\n", + " pattern4 = r'([\\w\\s\\.]+)\\((\\w)\\)'\n", + " match4 = re.search(pattern4, value)\n", + " match4\n", + " if match4:\n", + " name = match4.group(1)\n", + " unit = match4.group(2)\n", + " print(name, unit)\n", + " return \"_\".join([name, unit, \"RD\"])\n", + " else:\n", + " return value\n", + "for sheet_name in sheet_names:\n", + " print(get_name(sheet_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "description = \"\"\"# High strain rate data for Medium Mn 2 (10 Wt. % Mn) Steel\n", + "\n", + "nist_111256_823_UT_H_Steel\n", + "\n", + "## Autors\n", + "\n", + "Hector, Lou\n", + "Alturk, Rakan\n", + "\n", + "## Description\n", + "\n", + "A General Motors Instron VHS 2-Column Servo-Hydraulic Test Unit with High Speed Stereo Digital Image Correlation for strain measurement and dual strain gauges for load measurement were used. Materials were tested at room temperature and nominal strain rate of 0.5/s, 5/s, 50/s and 500/s. Data file consists of a true stress, true strain, engineering stress and engineering strain data.\n", + "\n", + "## URI\n", + " \n", + "* http://hdl.handle.net/11256/823\n", + "* https://materialsdata.nist.gov/handle/11256/823\n", + "\n", + "## Collections\n", + "\n", + " High Strain Rate Data Results Generated at GM R&D\n", + "\n", + "## Lizenz\n", + "\n", + "Creative Commons Lizenz\n", + "\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Time (s)': 'time',\n", + " 'Extension (mm)': 'displacement',\n", + " 'Load (kN)': 'force',\n", + " 'Engineering Strain': 'eps_tech',\n", + " 'Engineering Stress (MPa)': 'sig_tech',\n", + " 'True Strain': 'eps_true',\n", + " 'True Stress (MPa)': 'sig_true'}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mapper = {'Time (s)':'time',\n", + " 'Extension (mm)':'displacement',\n", + " 'Load (kN)':'force',\n", + " 'Engineering Strain':'eps_tech',\n", + " 'Engineering Stress (MPa)':'sig_tech',\n", + " 'True Strain':'eps_true',\n", + " 'True Stress (MPa)':'sig_true'}\n", + "mapper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'time': {'name': 'time',\n", + " 'value': None,\n", + " 'unit': 's',\n", + " 'dtype': 'float',\n", + " 'description': 'Time',\n", + " 'label': '$t$'},\n", + " 'displacement': {'name': 'displacement',\n", + " 'value': None,\n", + " 'unit': 'mm',\n", + " 'dtype': 'float',\n", + " 'description': 'Extension',\n", + " 'label': '$u$'},\n", + " 'force': {'name': 'force',\n", + " 'value': None,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'Load',\n", + " 'label': '$F$'},\n", + " 'eps_tech': {'name': 'eps_tech',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Strain',\n", + " 'label': '$\\\\varepsilon_{tech}$'},\n", + " 'sig_tech': {'name': 'sig_tech',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Stress',\n", + " 'label': '$\\\\sigma_{tech}$'},\n", + " 'eps_true': {'name': 'eps_true',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'True Strain',\n", + " 'label': '$\\\\sigma_{true}$'},\n", + " 'sig_true': {'name': 'sig_true',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'True Stress',\n", + " 'label': '$\\\\varepsilon_{true}$'}}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "columns = {'time': {'name': 'time',\n", + " 'value': None,\n", + " 'unit': 's',\n", + " 'dtype': 'float',\n", + " 'description': 'Time',\n", + " 'label': '$t$'},\n", + "'displacement': {'name': 'displacement',\n", + " 'value': None,\n", + " 'unit': 'mm',\n", + " 'dtype': 'float',\n", + " 'description': 'Extension',\n", + " 'label': '$u$'},\n", + "'force': {'name': 'force',\n", + " 'value': None,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'Load',\n", + " 'label': '$F$'},\n", + "'eps_tech': {'name': 'eps_tech',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Strain',\n", + " 'label': r'$\\varepsilon_{tech}$'},\n", + "'sig_tech': {'name': 'sig_tech',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'Engineering Stress',\n", + " 'label': r'$\\sigma_{tech}$'},\n", + "'eps_true': {'name': 'eps_true',\n", + " 'value': None,\n", + " 'unit': '-',\n", + " 'dtype': 'float',\n", + " 'description': 'True Strain',\n", + " 'label': r'$\\sigma_{true}$'},\n", + "'sig_true': {'name': 'sig_true',\n", + " 'value': None,\n", + " 'unit': 'MPa',\n", + " 'dtype': 'float',\n", + " 'description': 'True Stress',\n", + " 'label': r'$\\varepsilon_{true}$'},\n", + " }\n", + "columns" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "sheet_name = sheet_names[0]\n", + "matname = \"MedMnSteel\"\n", + "def read_test0(sheet_name):\n", + " os_sheet_name = get_name(sheet_name)\n", + " df_meta = pd.read_excel(filepath, usecols=[0,1], \n", + " sheet_name=sheet_name)\n", + " df_meta.dropna(inplace=True)\n", + " df_meta.columns=[\"name\", \"value\"]\n", + " d = dict(df_meta.values.tolist())\n", + " m = sdata.Metadata.from_dict(d)\n", + " df= pd.read_excel(filepath, usecols=[4,5,6,7,8,9,10],\n", + " skiprows=1,\n", + " sheet_name=sheet_name)\n", + "# df.dropna(inplace=True)\n", + "# df.rename(columns=mapper, inplace=True)\n", + "# testname = matname+\"_\" + os_sheet_name\n", + " s = sdata.Data(name=testname,\n", + " table=df, \n", + " uuid=sdata.uuid_from_str(testname+TimeStamp(todaystr).utc),\n", + " description=description)\n", + " for x in m.to_dict().values():\n", + " name, unit = extract_name_unit(x[\"name\"])\n", + " x[\"name\"] = name\n", + " x[\"unit\"] = unit\n", + " try:\n", + " x[\"value\"] = float(x[\"value\"])\n", + " x[\"dtype\"] = \"float\"\n", + " except:\n", + " pass\n", + "# print(x)\n", + " s.metadata.add(**x)\n", + " for col in columns.values():\n", + " s.metadata.add(**col)\n", + " s.metadata.add(\"name\", value=testname, label=sheet_name)\n", + " s.metadata.add(\"License\", \"Creative Commons Lizenz\")\n", + " s.metadata.add(\"Source\", \"https://materialsdata.nist.gov/handle/11256/823\")\n", + "# s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc, dtype=\"timestamp\")\n", + " s.metadata.add(\"sdata_date\", TimeStamp(todaystr).utc)\n", + " \n", + " return s\n", + "s = read_test(sheet_name)\n", + "s.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10mps 1\n" + ] + }, + { + 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namevaluedtypeunitdescriptionlabel
key
sdata_versionsdata_version0.9.2str
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
Test NameTest Name10mps(1)str
MaterialMaterialMed Mn Steelstr
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
Gauge LengthGauge Length20floatmm
Target Strain RateTarget Strain Rate500float1/s
OrientationOrientationRDstr
timetimeNaNfloatsTime$t$
displacementdisplacementNaNfloatmmExtension$u$
forceforceNaNfloatkNLoad$F$
eps_techeps_techNaNfloat-Engineering Strain$\\varepsilon_{tech}$
sig_techsig_techNaNfloatMPaEngineering Stress$\\sigma_{tech}$
eps_trueeps_trueNaNfloat-True Strain$\\sigma_{true}$
sig_truesig_trueNaNfloatMPaTrue Stress$\\varepsilon_{true}$
LicenseLicenseCreative Commons Lizenzstr-
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
sdata_datesdata_date2020-12-10T00:00:00+00:00str-
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Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "plotname = matname + \"_se_tech\"\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + "# print(data)\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " x_name = \"eps_tech\"\n", + " y_name = \"sig_tech\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], \n", + " label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), \n", + " marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "ax.axhline(0, alpha=.7, lw=1, c=\"k\")\n", + "ax.axvline(0, alpha=.7, lw=1, c=\"k\")\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(workpath, plotname+\".png\"))\n", + "fig.savefig(os.path.join(workpath, plotname+\".pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c)\n", + "(Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458)\n", + "(Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd)\n", + "(Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915)\n", + "(Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15)\n", + "(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f)\n", + "(Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:1402: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "plotname = matname + \"_fu\"\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " print(data)\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"displacement\"\n", + " y_name = \"force\"\n", + " df = data.df\n", + " ax.plot(df[x_name], df[y_name], \n", + " label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), \n", + " marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(workpath, plotname+\".png\"))\n", + "fig.savefig(os.path.join(workpath, plotname+\".pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(Data 'MedMnSteel_10mps_1_RD':2b8fe212a41a30a4955f869cfdde046c)\n", + "(Data 'MedMnSteel_1mps_1_RD':9e585b18aa653b788d496b92737d9458)\n", + "(Data 'MedMnSteel_1mps_2_RD':6055233667c139bb9a83c42d60a305cd)\n", + "(Data 'MedMnSteel_0.1mps_1_RD':84c85e9b780f3b2a8e3f15d752b02915)\n", + "(Data 'MedMnSteel_0.1mps_2_RD':208270a53da939668f7872f505447e15)\n", + "(Data 'MedMnSteel_0.01mps_1_RD':7256421e5abf3660aaf4a48016d12d3f)\n", + "(Data 'MedMnSteel_0.01mps_2_RD':611cc06d704739e0ad1bb9e145d77c9e)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/cbook/__init__.py:1402: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x[:, None]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:276: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " x = x[:, np.newaxis]\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/matplotlib/axes/_base.py:278: FutureWarning: Support for multi-dimensional indexing (e.g. `obj[:, None]`) is deprecated and will be removed in a future version. Convert to a numpy array before indexing instead.\n", + " y = y[:, np.newaxis]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,9])\n", + "plotname = matname + \"_se_true\"\n", + "for data in datas:\n", + " if data.name==\"MedMnSteel_10mps_2_RD\":\n", + " continue\n", + " print(data)\n", + " sr = data.metadata.get(\"Target Strain Rate\")\n", + " x_name = \"eps_true\"\n", + " y_name = \"sig_true\"\n", + " df = data.df\n", + " \n", + " idxmax = df[\"force\"].argmax()\n", + " ax.plot(df[x_name][:idxmax], df[y_name][:idxmax], \n", + " label=r\"$\\dot \\varepsilon = {1.value}$ {1.unit} - {0}\".format(data.name, sr), \n", + " marker=\"o\", ms=2)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(r\"{0.label} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(r\"{0.label} [{0.unit}]\".format(y_attr))\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(workpath, plotname+\".png\"))\n", + "fig.savefig(os.path.join(workpath, plotname+\".pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/bfo_onto-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/bfo_onto-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/bfo_onto-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/process_graph_example-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/process_graph_example-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/process_graph_example-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/topology_sort-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/topology_sort-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/topology_sort-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/workflow-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/workflow-checkpoint.ipynb new file mode 100644 index 0000000..1b82c8c --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/workflow-checkpoint.ipynb @@ -0,0 +1,2565 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "1830894d-3bd5-4676-8389-cfb9d1bbdbf2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1048576.0\n" + ] + } + ], + "source": [ + "from dataclasses import dataclass\n", + "from typing import Dict, Any, Type\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "@dataclass\n", + "class DataClass_1:\n", + " var_a: float\n", + " var_b: float\n", + "\n", + "@dataclass\n", + "class DataClass_2:\n", + " var_c: float\n", + "\n", + "@dataclass\n", + "class DataClass_3:\n", + " var_d: float\n", + "\n", + "@dataclass\n", + "class DataClass_4:\n", + " var_e: float\n", + "\n", + "class Process:\n", + " input_classes: Dict[str, Type]\n", + " output_classes: Dict[str, Type]\n", + " computation: str = \"\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc2 = inputs['DataClass_2']\n", + " var_d = (dc1.var_a + dc1.var_b) * dc2.var_c\n", + " return {'DataClass_3': DataClass_3(var_d)}\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type] = {}\n", + "\n", + " def add_process(self, process_class: Type[Process]):\n", + " self.process_nodes.add(process_class.__name__)\n", + " for input_name, input_class in process_class.input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, process_class.__name__))\n", + " for output_name, output_class in process_class.output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((process_class.__name__, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\"):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " # Add data nodes with record shape showing fields\n", + " for data in self.data_nodes:\n", + " fields = list(self.class_map[data].__annotations__.keys())\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " label = '{' + data + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " # Add process nodes with record shape showing computation\n", + " for proc in self.process_nodes:\n", + " proc_class = globals()[proc]\n", + " label = '{' + proc + ' | ' + proc_class.computation + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " # Add edges\n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# Example usage:\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Example execution (unchanged):\n", + "inputs_1 = {\n", + " 'DataClass_1': DataClass_1(var_a=2.0, var_b=3.0),\n", + " 'DataClass_2': DataClass_2(var_c=4.0)\n", + "}\n", + "p1 = Process_1()\n", + "output_1 = p1.execute(inputs_1)\n", + "dc3 = output_1['DataClass_3']\n", + "\n", + "inputs_2 = {\n", + " 'DataClass_1': inputs_1['DataClass_1'],\n", + " 'DataClass_3': dc3\n", + "}\n", + "p2 = Process_2()\n", + "output_2 = p2.execute(inputs_2)\n", + "dc4 = output_2['DataClass_4']\n", + "print(dc4.var_e) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "184b8c72-8fb6-44cf-804c-cf4c363fdd76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b0fae685-1601-45a7-bcab-c9a4c329eb5d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "fb6f0f6f-813d-4b49-9db0-e9a2b55e532e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "95d0c628-be2b-4d6e-a77b-2cece96a9f4b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2\n", + "\n", + "Process_1+2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1048576.0\n" + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "@dataclass\n", + "class DataClass_1:\n", + " var_a: float\n", + " var_b: float\n", + "\n", + "@dataclass\n", + "class DataClass_2:\n", + " var_c: float\n", + "\n", + "@dataclass\n", + "class DataClass_3:\n", + " var_d: float\n", + "\n", + "@dataclass\n", + "class DataClass_4:\n", + " var_e: float\n", + "\n", + "@dataclass\n", + "class DataClass_5:\n", + " var_f: float\n", + "\n", + "@dataclass\n", + "class DataClass_6:\n", + " var_g: float\n", + "\n", + "class Process:\n", + " input_classes: Dict[str, Type]\n", + " output_classes: Dict[str, Type]\n", + " computation: str = \"\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc2 = inputs['DataClass_2']\n", + " var_d = (dc1.var_a + dc1.var_b) * dc2.var_c\n", + " return {'DataClass_3': DataClass_3(var_d)}\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class Process_3(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_5': DataClass_5}\n", + " output_classes = {'DataClass_6': DataClass_6}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class CompositeProcess(Process):\n", + " def __init__(self, name: str, processes: List[Type[Process]]):\n", + " self.name = name\n", + " self.processes = [p() for p in processes] # Instantiate the processes\n", + " self.input_classes = {}\n", + " self.output_classes = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + "\n", + " def _compute_aggregated_io(self):\n", + " # Collect all unique inputs and outputs\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc in self.processes:\n", + " for inp in proc.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " # Find internal connections: outputs that are used as inputs in subsequent processes\n", + " for i, proc in enumerate(self.processes):\n", + " for out in proc.output_classes.keys():\n", + " for next_proc in self.processes[i+1:]:\n", + " if out in next_proc.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " # External inputs: all inputs minus internal ones\n", + " external_inputs = all_inputs - internal_connections\n", + " # External outputs: all outputs that are not fully consumed internally (assuming all outputs are final if not input elsewhere)\n", + " external_outputs = all_outputs - all_inputs # Outputs not used as inputs anywhere\n", + "\n", + " # Set input_classes to external inputs\n", + " for inp in external_inputs:\n", + " # Find the class type from one of the processes\n", + " for proc in self.processes:\n", + " if inp in proc.input_classes:\n", + " self.input_classes[inp] = proc.input_classes[inp]\n", + " break\n", + "\n", + " # Set output_classes to external outputs\n", + " for out in external_outputs:\n", + " for proc in self.processes:\n", + " if out in proc.output_classes:\n", + " self.output_classes[out] = proc.output_classes[out]\n", + " break\n", + "\n", + " # Combine computations for display\n", + " self.computation = \" + \".join([p.computation for p in self.processes])\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " intermediate = inputs.copy()\n", + " for proc in self.processes:\n", + " # Prepare inputs for this process\n", + " proc_inputs = {k: intermediate[k] for k in proc.input_classes if k in intermediate}\n", + " # Execute\n", + " proc_output = proc.execute(proc_inputs)\n", + " # Merge outputs into intermediate\n", + " intermediate.update(proc_output)\n", + " # Return only the external outputs\n", + " return {k: intermediate[k] for k in self.output_classes}\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type] = {}\n", + " self.composites: Dict[str, CompositeProcess] = {}\n", + "\n", + " def add_process(self, process: Union[Type[Process], CompositeProcess]):\n", + " if isinstance(process, CompositeProcess):\n", + " proc_name = process.name\n", + " self.composites[proc_name] = process\n", + " else:\n", + " proc_name = process.__name__\n", + " \n", + " self.process_nodes.add(proc_name)\n", + " \n", + " if isinstance(process, CompositeProcess):\n", + " input_classes = process.input_classes\n", + " output_classes = process.output_classes\n", + " computation = process.computation\n", + " else:\n", + " input_classes = process.input_classes\n", + " output_classes = process.output_classes\n", + " computation = process.computation\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " if collapsed:\n", + " # Render composites as single nodes\n", + " for data in self.data_nodes:\n", + " fields = list(self.class_map[data].__annotations__.keys())\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " if proc in self.composites:\n", + " comp = self.composites[proc]\n", + " label = '{' + proc + ' | ' + comp.computation.replace('+', '\\\\n+') + '}'\n", + " else:\n", + " proc_class = globals()[proc]\n", + " label = '{' + proc + ' | ' + proc_class.computation + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " # Add edges (already external)\n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " else:\n", + " # For non-collapsed, we'd need to render internals, but for simplicity, assuming collapsed view here\n", + " pass # Implement if needed for detailed view\n", + " \n", + " return dot\n", + "\n", + "# Example usage:\n", + "composite = CompositeProcess(\"Process_1+2\", [Process_1, Process_2])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Example execution:\n", + "inputs = {\n", + " 'DataClass_1': DataClass_1(var_a=2.0, var_b=3.0),\n", + " 'DataClass_2': DataClass_2(var_c=4.0)\n", + "}\n", + "output = composite.execute(inputs)\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.var_e) # Outputs: 1048576.0\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "18bd447c-7c10-47ca-94d3-211eb779a10d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2\n", + "\n", + "Process_1+2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Example usage:\n", + "composite = CompositeProcess(\"Process_1+2\", [Process_1, Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c0878082-38ff-4053-a269-31076a357979", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "Process_3\n", + "\n", + "Process_3\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_3\", [Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "20b4240e-771a-4b78-be12-b9be21c8e7e4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_1\", [Process_1])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "54a290ea-c1b3-46ca-aee4-d045bcf48413", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_2\", [Process_2])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "00d98918-cc2e-4eb8-b1f5-dd01add8aca2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_2+3\n", + "\n", + "Process_2+3\n", + "\n", + "var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2+3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2+3->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_2+3\", [Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f3e83cdd-2863-4904-a6f7-335d0db0e165", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2+3\n", + "\n", + "Process_1+2+3\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2+3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2+3->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_1+2+3\", [Process_1, Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4072b4cf-ccf7-41bb-b2ca-957dd0f12470", + "metadata": {}, + "outputs": [ + { + "ename": "Exception", + "evalue": "add_process has a problem withn the process_class ", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mException\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 215\u001b[0m\n\u001b[1;32m 213\u001b[0m \u001b[38;5;66;03m# Now add the class\u001b[39;00m\n\u001b[1;32m 214\u001b[0m g \u001b[38;5;241m=\u001b[39m ProcessGraph()\n\u001b[0;32m--> 215\u001b[0m g\u001b[38;5;241m.\u001b[39madd_process(Process_1_plus_2) \u001b[38;5;66;03m# Add the composite class\u001b[39;00m\n\u001b[1;32m 217\u001b[0m \u001b[38;5;66;03m# Display\u001b[39;00m\n\u001b[1;32m 218\u001b[0m dot_graph \u001b[38;5;241m=\u001b[39m g\u001b[38;5;241m.\u001b[39mto_graphviz(name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCombinedProcess\u001b[39m\u001b[38;5;124m\"\u001b[39m, rankdir\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTD\u001b[39m\u001b[38;5;124m\"\u001b[39m, collapsed\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "Cell \u001b[0;32mIn[12], line 173\u001b[0m, in \u001b[0;36mProcessGraph.add_process\u001b[0;34m(self, process_class)\u001b[0m\n\u001b[1;32m 167\u001b[0m computation \u001b[38;5;241m=\u001b[39m process_class\u001b[38;5;241m.\u001b[39mcomputation\n\u001b[1;32m 168\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 169\u001b[0m \u001b[38;5;66;03m# For CompositeProcess, since it's not a type but class, but in usage we instantiate first? Wait, adjust.\u001b[39;00m\n\u001b[1;32m 170\u001b[0m \u001b[38;5;66;03m# To work with classes, we can make CompositeProcess a class factory or adjust.\u001b[39;00m\n\u001b[1;32m 171\u001b[0m \u001b[38;5;66;03m# Assuming we pass CompositeProcess instance for now, but to match \"with class not instances\", let's assume process_class is the class.\u001b[39;00m\n\u001b[1;32m 172\u001b[0m \u001b[38;5;66;03m# But CompositeProcess has init with processes, so perhaps create a subclass.\u001b[39;00m\n\u001b[0;32m--> 173\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124madd_process has a problem withn the process_class \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mprocess_class\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 174\u001b[0m \u001b[38;5;66;03m# To handle composites as classes, we can define them as subclasses.\u001b[39;00m\n\u001b[1;32m 175\u001b[0m \u001b[38;5;66;03m# For simplicity, assume add_process takes the class or composite instance, but use class properties.\u001b[39;00m\n\u001b[1;32m 177\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m input_name, input_class \u001b[38;5;129;01min\u001b[39;00m input_classes\u001b[38;5;241m.\u001b[39mitems():\n", + "\u001b[0;31mException\u001b[0m: add_process has a problem withn the process_class " + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "from sdata.sclass.process import ProcessData, ProcessNode\n", + "# Assuming the full code for Base, ProcessData, SUUID, Metadata, etc. is defined as provided.\n", + "\n", + "# ProcessData remains as before\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "# Now, Process inherits from ProcessNode\n", + "class Process(ProcessNode):\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " computation: str = \"\"\n", + "\n", + " required_inputs: List[Type[ProcessData]] = [] # To be set in subclasses\n", + " required_outputs: List[Type[ProcessData]] = [] # To be set in subclasses\n", + "\n", + " def __init__(self, name: str = \"Process\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " # Set required_inputs/outputs from class vars if not overridden\n", + " if not self.required_inputs:\n", + " self.required_inputs = list(self.input_classes.values())\n", + " if not self.required_outputs:\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_2]\n", + " required_outputs = [DataClass_3]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " super().execute() # Calls validate_inputs indirectly via super's execute if needed, but here we override\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc2 = self.inputs['DataClass_2']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_b = dc1.metadata.get(\"var_b\").value\n", + " var_c = dc2.metadata.get(\"var_c\").value\n", + " var_d = (var_a + var_b) * var_c\n", + " dc3 = DataClass_3(name=\"dc3\")\n", + " dc3.metadata.add(\"var_d\", var_d, dtype=\"float\", description=\"Computed var_d\", required=True)\n", + " self.outputs = {'DataClass_3': dc3}\n", + " return self.outputs\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_3]\n", + " required_outputs = [DataClass_4]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc3 = self.inputs['DataClass_3']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_d = dc3.metadata.get(\"var_d\").value\n", + " var_e = var_a ** var_d\n", + " dc4 = DataClass_4(name=\"dc4\")\n", + " dc4.metadata.add(\"var_e\", var_e, dtype=\"float\", description=\"Computed var_e\", required=True)\n", + " self.outputs = {'DataClass_4': dc4}\n", + " return self.outputs\n", + "\n", + "class CompositeProcess(ProcessNode):\n", + " def __init__(self, name: str, processes: List[Type[Process]], inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " self.process_classes = processes # Store class types\n", + " self.input_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.output_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + " self.required_inputs = list(self.input_classes.values())\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def _compute_aggregated_io(self):\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in self.process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(self.process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in self.process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " for inp in external_inputs:\n", + " for proc_type in self.process_classes:\n", + " if inp in proc_type.input_classes:\n", + " self.input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " for out in external_outputs:\n", + " for proc_type in self.process_classes:\n", + " if out in proc_type.output_classes:\n", + " self.output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " self.computation = \" + \".join([p.computation for p in self.process_classes])\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.output_classes}\n", + " return self.outputs\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Union[Type[Process], Type[CompositeProcess]]] = {}\n", + "\n", + " def add_process(self, process_class: Union[Type[Process], Type[CompositeProcess]]):\n", + " proc_name = process_class.__name__ if hasattr(process_class, '__name__') else process_class.name\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " if hasattr(process_class, 'input_classes'):\n", + " input_classes = process_class.input_classes\n", + " output_classes = process_class.output_classes\n", + " computation = process_class.computation\n", + " else:\n", + " # For CompositeProcess, since it's not a type but class, but in usage we instantiate first? Wait, adjust.\n", + " # To work with classes, we can make CompositeProcess a class factory or adjust.\n", + " # Assuming we pass CompositeProcess instance for now, but to match \"with class not instances\", let's assume process_class is the class.\n", + " # But CompositeProcess has init with processes, so perhaps create a subclass.\n", + " raise Exception(f\"add_process has a problem withn the process_class {process_class}\")\n", + " # To handle composites as classes, we can define them as subclasses.\n", + " # For simplicity, assume add_process takes the class or composite instance, but use class properties.\n", + "\n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " fields = [attr['name'] for attr in cls.default_attributes if 'name' in attr]\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " if hasattr(proc_class, 'computation'):\n", + " computation = proc_class.computation\n", + " label = '{' + proc + ' | ' + computation.replace('+', '\\\\n+') + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# To make CompositeProcess work with classes, we can define it as a class\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1, Process_2], inputs=inputs, **kwargs)\n", + "\n", + "# Now add the class\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2) # Add the composite class\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution with instances\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n", + "output = composite.execute()\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.metadata.get(\"var_e\").value) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "94b19c26-d362-48ec-9d57-48edb1ae5a7c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "ename": "NotImplementedError", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNotImplementedError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 227\u001b[0m\n\u001b[1;32m 222\u001b[0m inputs \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 223\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_1\u001b[39m\u001b[38;5;124m'\u001b[39m: dc1,\n\u001b[1;32m 224\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_2\u001b[39m\u001b[38;5;124m'\u001b[39m: dc2\n\u001b[1;32m 225\u001b[0m }\n\u001b[1;32m 226\u001b[0m composite \u001b[38;5;241m=\u001b[39m Process_1_plus_2(inputs\u001b[38;5;241m=\u001b[39minputs)\n\u001b[0;32m--> 227\u001b[0m output \u001b[38;5;241m=\u001b[39m composite\u001b[38;5;241m.\u001b[39mexecute()\n\u001b[1;32m 228\u001b[0m dc4 \u001b[38;5;241m=\u001b[39m output[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_4\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28mprint\u001b[39m(dc4\u001b[38;5;241m.\u001b[39mmetadata\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvar_e\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39mvalue)\n", + "Cell \u001b[0;32mIn[12], line 145\u001b[0m, in \u001b[0;36mCompositeProcess.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 143\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m proc_type \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprocess_classes:\n\u001b[1;32m 144\u001b[0m proc \u001b[38;5;241m=\u001b[39m proc_type(inputs\u001b[38;5;241m=\u001b[39m{k: intermediate[k] \u001b[38;5;28;01mfor\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m proc_type\u001b[38;5;241m.\u001b[39minput_classes \u001b[38;5;28;01mif\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m intermediate})\n\u001b[0;32m--> 145\u001b[0m proc_output \u001b[38;5;241m=\u001b[39m proc\u001b[38;5;241m.\u001b[39mexecute()\n\u001b[1;32m 146\u001b[0m intermediate\u001b[38;5;241m.\u001b[39mupdate(proc_output)\n\u001b[1;32m 147\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moutputs \u001b[38;5;241m=\u001b[39m {k: intermediate[k] \u001b[38;5;28;01mfor\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moutput_classes}\n", + "Cell \u001b[0;32mIn[12], line 61\u001b[0m, in \u001b[0;36mProcess_1.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 60\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mexecute\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Dict[\u001b[38;5;28mstr\u001b[39m, ProcessData]:\n\u001b[0;32m---> 61\u001b[0m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mexecute() \u001b[38;5;66;03m# Optional, since we call validate below\u001b[39;00m\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_inputs()\n\u001b[1;32m 63\u001b[0m dc1 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39minputs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_1\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", + "Cell \u001b[0;32mIn[12], line 50\u001b[0m, in \u001b[0;36mProcess.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 48\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_inputs():\n\u001b[1;32m 49\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInputs not valid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 50\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m\n", + "\u001b[0;31mNotImplementedError\u001b[0m: " + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "# Assuming the full code for Base, ProcessData, SUUID, Metadata, ProcessNode, etc. is defined as provided.\n", + "\n", + "# ProcessData remains as before\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "# Process inherits from ProcessNode\n", + "class Process(ProcessNode):\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " computation: str = \"\"\n", + "\n", + " required_inputs: List[Type[ProcessData]] = []\n", + " required_outputs: List[Type[ProcessData]] = []\n", + "\n", + " def __init__(self, name: str = \"Process\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " if not self.required_inputs:\n", + " self.required_inputs = list(self.input_classes.values())\n", + " if not self.required_outputs:\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_2]\n", + " required_outputs = [DataClass_3]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " super().execute() # Optional, since we call validate below\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc2 = self.inputs['DataClass_2']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_b = dc1.metadata.get(\"var_b\").value\n", + " var_c = dc2.metadata.get(\"var_c\").value\n", + " var_d = (var_a + var_b) * var_c\n", + " dc3 = DataClass_3(name=\"dc3\")\n", + " dc3.metadata.add(\"var_d\", var_d, dtype=\"float\", description=\"Computed var_d\", required=True)\n", + " self.outputs = {'DataClass_3': dc3}\n", + " return self.outputs\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_3]\n", + " required_outputs = [DataClass_4]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc3 = self.inputs['DataClass_3']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_d = dc3.metadata.get(\"var_d\").value\n", + " var_e = var_a ** var_d\n", + " dc4 = DataClass_4(name=\"dc4\")\n", + " dc4.metadata.add(\"var_e\", var_e, dtype=\"float\", description=\"Computed var_e\", required=True)\n", + " self.outputs = {'DataClass_4': dc4}\n", + " return self.outputs\n", + "\n", + "class CompositeProcess(ProcessNode):\n", + " def __init__(self, name: str, processes: List[Type[Process]], inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " self.process_classes = processes # Store class types\n", + " self.input_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.output_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + " self.required_inputs = list(self.input_classes.values())\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def _compute_aggregated_io(self):\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in self.process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(self.process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in self.process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " for inp in external_inputs:\n", + " for proc_type in self.process_classes:\n", + " if inp in proc_type.input_classes:\n", + " self.input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " for out in external_outputs:\n", + " for proc_type in self.process_classes:\n", + " if out in proc_type.output_classes:\n", + " self.output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " self.computation = \" + \".join([p.computation for p in self.process_classes])\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.output_classes}\n", + " return self.outputs\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Union[Type[Process], Type[CompositeProcess]]] = {}\n", + "\n", + " def add_process(self, process_class: Union[Type[Process], Type[CompositeProcess]]):\n", + " proc_name = process_class.__name__ if hasattr(process_class, '__name__') else process_class.name\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " # Instantiate a dummy to get attributes, as composites set them in __init__\n", + " dummy = process_class(inputs=None) # Use inputs=None for dummy\n", + " input_classes = dummy.input_classes\n", + " output_classes = dummy.output_classes\n", + " # computation = dummy.computation # Not needed here, but for consistency\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " fields = [attr['name'] for attr in cls.default_attributes if 'name' in attr]\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " # Instantiate dummy to get computation\n", + " dummy = proc_class(inputs=None)\n", + " computation = dummy.computation\n", + " label = '{' + proc + ' | ' + computation.replace('+', '\\\\n+') + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# Define composite as subclass\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1, Process_2], inputs=inputs, **kwargs)\n", + "\n", + "# Usage\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n", + "output = composite.execute()\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.metadata.get(\"var_e\").value) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "99308437-177f-42b3-a164-9837c42ac49c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "__main__.Process_1" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List\n", + "# Assuming Process, ProcessData, ProcessNode, etc., are defined as before.\n", + "\n", + "from sdata.sclass.process import ProcessData, ProcessNode\n", + "\n", + "def create_process_class(\n", + " process_name: str,\n", + " input_classes: Dict[str, Type[ProcessData]],\n", + " output_classes: Dict[str, Type[ProcessData]],\n", + ") -> Type[ProcessNode]:\n", + " \"\"\"\n", + " Factory function to generically create a subclass of Process.\n", + " \n", + " :param process_name: Name of the new process class (e.g., 'Process_1').\n", + " :param input_classes: Dict mapping input names to ProcessData subclasses.\n", + " :param output_classes: Dict mapping output names to ProcessData subclasses.\n", + " :param computation: String representing the computation (e.g., 'var_d=(var_a+var_b)*var_c').\n", + " :return: A new subclass of Process.\n", + " \"\"\"\n", + " if len(output_classes) != 1:\n", + " raise ValueError(\"Currently supports only single output class.\")\n", + " \n", + " output_key = list(output_classes.keys())[0]\n", + " output_class = output_classes[output_key]\n", + " \n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " }\n", + " \n", + " return type(process_name, (ProcessNode,), class_dict)\n", + "\n", + "# Example usage to recreate Process_1 generically\n", + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " output_classes={'DataClass_3': DataClass_3},\n", + ")\n", + "Process_1_Generic\n", + "# Now Process_1_Generic is equivalent to the original Process_1 class\n", + "# You can instantiate it: p1 = Process_1_Generic(inputs=...)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "aed961f2-7d61-498f-86c1-fd1813fe8427", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "__main__.Process_1" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "035ef702-fe1e-4462-9a3c-51eca4c90255", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import create_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_5(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_6(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ed11b0dd-b500-4878-be0f-2d5df8d8b633", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_1" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " output_classes={'DataClass_3': DataClass_3, 'DataClass_6': DataClass_6},\n", + ")\n", + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3f8657cf-4f5b-463f-a78e-e5903c96bb33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_2" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_2_Generic = create_process_class(\n", + " 'Process_2',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3, 'DataClass_5': DataClass_5},\n", + " output_classes={'DataClass_4': DataClass_4},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "294bf692-dca9-491b-a034-3ace46954caa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List, Union\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1_Generic, Process_2_Generic], inputs=inputs, **kwargs)\n", + "composite = Process_1_plus_2(inputs={})\n", + "composite" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "29cc9cb8-fc4f-4c4d-bb63-869e91ed2c32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "60755bdd-1efc-4fb8-8752-5c6881329d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "g.add_process(Process_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8b893647-3eba-45ea-8aaa-0b57d16deb96", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "dd3c470a-b5df-49cf-9462-3f919cc5a1d7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/workflow_copper_lifecycle-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/workflow_copper_lifecycle-checkpoint.ipynb new file mode 100644 index 0000000..ed51c4c --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/workflow_copper_lifecycle-checkpoint.ipynb @@ -0,0 +1,3959 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "02:16:14 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "02:16:14 INFO:NumExpr defaulting to 16 threads.\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "551e462f-5c13-43e6-b96f-68fd37a545a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'digraph DAG {\\n node [shape=box];\\n CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\\n PureMetal [label=\"Reinmetall\"];\\n SeparationAndWeighing [label=\"Trennung und Einwägung\"];\\n Melting [label=\"Schmelze\"];\\n ContinuousCasting [label=\"Strangguss\"];\\n OfMillingProcess [label=\"OF-Fräsprozess\"];\\n HotForming [label=\"Warmumformung\"];\\n HotRolling [label=\"Warmwalzen\"];\\n ColdForming [label=\"Kaltumformung\"];\\n ColdRolling [label=\"Kaltwalzen\"];\\n Reheating [label=\"Nachwärmen\"];\\n IntermediateAnnealing [label=\"Zwischenglühen\"];\\n Annealing [label=\"Anlassen\"];\\n ProductCharacterization [label=\"Charakterisierung des Produkts\"];\\n DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\\n IncomingInspection [label=\"Eingangsprüfung\"];\\n ContactManufacturing [label=\"Kontaktfertigung\"];\\n Galvanizing [label=\"Galvanik\"];\\n Assembly [label=\"Montage\"];\\n ComponentTesting [label=\"Bauteilprüfung\"];\\n PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\\n Calibration [label=\"Kalibrierung\"];\\n Distribution [label=\"Distribution\"];\\n ProductUse [label=\"Produkteinsatz\"];\\n EndOfLife [label=\"EoL\"];\\n\\n CopperContainingScraps -> SeparationAndWeighing;\\n PureMetal -> SeparationAndWeighing;\\n SeparationAndWeighing -> Melting;\\n Melting -> ContinuousCasting;\\n ContinuousCasting -> OfMillingProcess;\\n OfMillingProcess -> HotForming;\\n HotForming -> HotRolling;\\n HotRolling -> ColdForming;\\n ColdForming -> ColdRolling;\\n ColdRolling -> Reheating;\\n Reheating -> IntermediateAnnealing;\\n IntermediateAnnealing -> Annealing;\\n Annealing -> ProductCharacterization;\\n ProductCharacterization -> DigitalProductPassportCreation;\\n DigitalProductPassportCreation -> IncomingInspection;\\n IncomingInspection -> ContactManufacturing;\\n ContactManufacturing -> Galvanizing;\\n Galvanizing -> Assembly;\\n Assembly -> ComponentTesting;\\n ComponentTesting -> DigitalProductPassportCreation; // Second DPP\\n PlasticComponentSustainability -> Assembly; // Branch\\n Calibration -> Distribution;\\n Distribution -> ProductUse;\\n ProductUse -> EndOfLife;\\n}\\n'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"digraph DAG {\n", + " node [shape=box];\n", + " CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\n", + " PureMetal [label=\"Reinmetall\"];\n", + " SeparationAndWeighing [label=\"Trennung und Einwägung\"];\n", + " Melting [label=\"Schmelze\"];\n", + " ContinuousCasting [label=\"Strangguss\"];\n", + " OfMillingProcess [label=\"OF-Fräsprozess\"];\n", + " HotForming [label=\"Warmumformung\"];\n", + " HotRolling [label=\"Warmwalzen\"];\n", + " ColdForming [label=\"Kaltumformung\"];\n", + " ColdRolling [label=\"Kaltwalzen\"];\n", + " Reheating [label=\"Nachwärmen\"];\n", + " IntermediateAnnealing [label=\"Zwischenglühen\"];\n", + " Annealing [label=\"Anlassen\"];\n", + " ProductCharacterization [label=\"Charakterisierung des Produkts\"];\n", + " DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\n", + " IncomingInspection [label=\"Eingangsprüfung\"];\n", + " ContactManufacturing [label=\"Kontaktfertigung\"];\n", + " Galvanizing [label=\"Galvanik\"];\n", + " Assembly [label=\"Montage\"];\n", + " ComponentTesting [label=\"Bauteilprüfung\"];\n", + " PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\n", + " Calibration [label=\"Kalibrierung\"];\n", + " Distribution [label=\"Distribution\"];\n", + " ProductUse [label=\"Produkteinsatz\"];\n", + " EndOfLife [label=\"EoL\"];\n", + "\n", + " CopperContainingScraps -> SeparationAndWeighing;\n", + " PureMetal -> SeparationAndWeighing;\n", + " SeparationAndWeighing -> Melting;\n", + " Melting -> ContinuousCasting;\n", + " ContinuousCasting -> OfMillingProcess;\n", + " OfMillingProcess -> HotForming;\n", + " HotForming -> HotRolling;\n", + " HotRolling -> ColdForming;\n", + " ColdForming -> ColdRolling;\n", + " ColdRolling -> Reheating;\n", + " Reheating -> IntermediateAnnealing;\n", + " IntermediateAnnealing -> Annealing;\n", + " Annealing -> ProductCharacterization;\n", + " ProductCharacterization -> DigitalProductPassportCreation;\n", + " DigitalProductPassportCreation -> IncomingInspection;\n", + " IncomingInspection -> ContactManufacturing;\n", + " ContactManufacturing -> Galvanizing;\n", + " Galvanizing -> Assembly;\n", + " Assembly -> ComponentTesting;\n", + " ComponentTesting -> DigitalProductPassportCreation; // Second DPP\n", + " PlasticComponentSustainability -> Assembly; // Branch\n", + " Calibration -> Distribution;\n", + " Distribution -> ProductUse;\n", + " ProductUse -> EndOfLife;\n", + "}\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6aea6987-db41-4b08-9540-c5613b6ab539", + "metadata": {}, + "outputs": [], + "source": [ + "copper_processes = {\n", + " \"SeparationAndWeighingProcess\": {\n", + " \"input_data\": [\"CopperContainingScraps\", \"PureMetal\"],\n", + " \"process_name\": \"SeparationAndWeighingProcess\",\n", + " \"output_data\": [\"SeparatedWeighedCopperMaterials\"]\n", + " },\n", + " \"MeltingProcess\": {\n", + " \"input_data\": [\"SeparatedWeighedCopperMaterials\"],\n", + " \"process_name\": \"MeltingProcess\",\n", + " \"output_data\": [\"MoltenCopperAlloy\"]\n", + " },\n", + " \"ContinuousCastingProcess\": {\n", + " \"input_data\": [\"MoltenCopperAlloy\"],\n", + " \"process_name\": \"ContinuousCastingProcess\",\n", + " \"output_data\": [\"CastCopperBars\"]\n", + " },\n", + " \"OfMillingProcess\": {\n", + " \"input_data\": [\"CastCopperBars\"],\n", + " \"process_name\": \"OfMillingProcess\",\n", + " \"output_data\": [\"MilledOxygenFreeCopper\"]\n", + " },\n", + " \"HotFormingProcess\": {\n", + " \"input_data\": [\"MilledOxygenFreeCopper\"],\n", + " \"process_name\": \"HotFormingProcess\",\n", + " \"output_data\": [\"HotFormedCopperProfiles\"]\n", + " },\n", + " \"HotRollingProcess\": {\n", + " \"input_data\": [\"HotFormedCopperProfiles\"],\n", + " \"process_name\": \"HotRollingProcess\",\n", + " \"output_data\": [\"HotRolledCopperSheets\"]\n", + " },\n", + " \"ColdFormingProcess\": {\n", + " \"input_data\": [\"HotRolledCopperSheets\"],\n", + " \"process_name\": \"ColdFormingProcess\",\n", + " \"output_data\": [\"ColdFormedCopperComponents\"]\n", + " },\n", + " \"ColdRollingProcess\": {\n", + " \"input_data\": [\"ColdFormedCopperComponents\"],\n", + " \"process_name\": \"ColdRollingProcess\",\n", + " \"output_data\": [\"ColdRolledCopperStrips\"]\n", + " },\n", + " \"ReheatingProcess\": {\n", + " \"input_data\": [\"ColdRolledCopperStrips\"],\n", + " \"process_name\": \"ReheatingProcess\",\n", + " \"output_data\": [\"ReheatedCopperStrips\"]\n", + " },\n", + " \"IntermediateAnnealingProcess\": {\n", + " \"input_data\": [\"ReheatedCopperStrips\"],\n", + " \"process_name\": \"IntermediateAnnealingProcess\",\n", + " \"output_data\": [\"IntermediateAnnealedCopperStrips\"]\n", + " },\n", + " \"AnnealingProcess\": {\n", + " \"input_data\": [\"IntermediateAnnealedCopperStrips\"],\n", + " \"process_name\": \"AnnealingProcess\",\n", + " \"output_data\": [\"AnnealedCopperStrips\"]\n", + " },\n", + " \"ProductCharacterizationProcess\": {\n", + " \"input_data\": [\"AnnealedCopperStrips\"],\n", + " \"process_name\": \"ProductCharacterizationProcess\",\n", + " \"output_data\": [\"CharacterizedCopperSemifinished\"]\n", + " },\n", + " \"DigitalProductPassportCreationProcess\": {\n", + " \"input_data\": [\"CharacterizedCopperSemifinished\"],\n", + " \"process_name\": \"DigitalProductPassportCreationProcess\",\n", + " \"output_data\": [\"CopperSemifinishedWithDpp\"]\n", + " },\n", + " \"IncomingInspectionProcess\": {\n", + " \"input_data\": [\"CopperSemifinishedWithDpp\"],\n", + " \"process_name\": \"IncomingInspectionProcess\",\n", + " \"output_data\": [\"InspectedCopperSemifinished\"]\n", + " },\n", + " \"ContactManufacturingProcess\": {\n", + " \"input_data\": [\"InspectedCopperSemifinished\"],\n", + " \"process_name\": \"ContactManufacturingProcess\",\n", + " \"output_data\": [\"ManufacturedCopperContacts\"]\n", + " },\n", + " \"GalvanizingProcess\": {\n", + " \"input_data\": [\"ManufacturedCopperContacts\"],\n", + " \"process_name\": \"GalvanizingProcess\",\n", + " \"output_data\": [\"GalvanizedCopperContacts\"]\n", + " },\n", + " \"AssemblyProcess\": {\n", + " \"input_data\": [\"GalvanizedCopperContacts\", \"SustainablePlasticComponents\"],\n", + " \"process_name\": \"AssemblyProcess\",\n", + " \"output_data\": [\"AssembledCopperConnectorWithHousing\"]\n", + " },\n", + " \"ComponentTestingProcess\": {\n", + " \"input_data\": [\"AssembledCopperConnectorWithHousing\"],\n", + " \"process_name\": \"ComponentTestingProcess\",\n", + " \"output_data\": [\"TestedCopperConnector\"]\n", + " },\n", + " \"DigitalProductPassportUpdateProcess\": {\n", + " \"input_data\": [\"TestedCopperConnector\"],\n", + " \"process_name\": \"DigitalProductPassportUpdateProcess\",\n", + " \"output_data\": [\"FinalCopperConnectorWithDpp\"]\n", + " },\n", + " \"CalibrationProcess\": {\n", + " \"input_data\": [\"FinalCopperConnectorWithDpp\"],\n", + " \"process_name\": \"CalibrationProcess\",\n", + " \"output_data\": [\"CalibratedCopperConnector\"]\n", + " },\n", + " \"DistributionProcess\": {\n", + " \"input_data\": [\"CalibratedCopperConnector\"],\n", + " \"process_name\": \"DistributionProcess\",\n", + " \"output_data\": [\"DistributedCopperConnector\"]\n", + " },\n", + " \"ProductUseProcess\": {\n", + " \"input_data\": [\"DistributedCopperConnector\"],\n", + " \"process_name\": \"ProductUseProcess\",\n", + " \"output_data\": [\"UsedCopperConnector\"]\n", + " },\n", + " \"EndOfLifeProcess\": {\n", + " \"input_data\": [\"UsedCopperConnector\"],\n", + " \"process_name\": \"EndOfLifeProcess\",\n", + " \"output_data\": [\"EolCopperMaterials\"]\n", + " }\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "53add1f4-1f64-420e-89bb-8b49cbd837e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'input_data': ['ManufacturedCopperContacts'],\n", + " 'process_name': 'GalvanizingProcess',\n", + " 'output_data': ['GalvanizedCopperContacts']}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "process_dict = copper_processes[\"GalvanizingProcess\"]\n", + "process_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "667d607c-01c8-4d14-bcf6-fd1bbc1386f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ManufacturedCopperContacts': sdata.sclass.process.ManufacturedCopperContacts}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "{i:sclass(i) for i in process_dict[\"input_data\"]}" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1075f3e3-1460-400c-bd32-236ca5edfb1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + "g =get_process_graph([p])\n", + "g" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "8bf752a3-301a-4a39-aee8-1f426f8031dc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 151, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "copper_processes_dict = {}\n", + "\n", + "g = ProcessGraph()\n", + "for process_dict in copper_processes.values():\n", + " p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + " g.add_process(p)\n", + " copper_processes_dict[process_dict[\"process_name\"]] = p\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/all_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "20367cc8-853d-4470-9b03-6185fd88ac02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.gv'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.save(\"copper_processes.gv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a5c4e38e-1573-47fe-9f87-8d67bae27d6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.pdf'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(\"copper_processes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3153b54a-ecf8-4888-8cac-f0372bff0e6e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\tPureMetal [label=PureMetal shape=box]\n", + "\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "196151f8-9941-4673-b492-e7818505021b", + "metadata": {}, + "outputs": [], + "source": [ + "gvs = \"\"\"digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tsubgraph cluster_RawMaterialPreparation {\n", + "\t\tlabel=\"Rohmaterialvorbereitung (Raw Material Preparation)\"\n", + "\t\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\t\tPureMetal [label=PureMetal shape=box]\n", + "\t\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\t\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\t}\n", + "\tsubgraph cluster_MeltingAndCasting {\n", + "\t\tlabel=\"Schmelzen und Gießen (Melting and Casting)\"\n", + "\t\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\t\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\t\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\t\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FormingAndRolling {\n", + "\t\tlabel=\"Umformung und Walzen (Forming and Rolling)\"\n", + "\t\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\t\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\t\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\t\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\t\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\t\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_HeatTreatment {\n", + "\t\tlabel=\"Wärmebehandlung (Heat Treatment)\"\n", + "\t\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\t\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\t\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\t\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_SemifinishedCharacterizationAndDpp {\n", + "\t\tlabel=\"Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\"\n", + "\t\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\t\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\t\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\t\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FinalProductManufacturing {\n", + "\t\tlabel=\"Endproduktfertigung (Final Product Manufacturing)\"\n", + "\t\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\t\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\t\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\t\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\t\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\t\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\t\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\t\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\t\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\t}\n", + "\tsubgraph cluster_TestingAndDppUpdate {\n", + "\t\tlabel=\"Prüfung und DPP-Update (Testing and DPP Update)\"\n", + "\t\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\t\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\t\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\t\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_CalibrationAndDistribution {\n", + "\t\tlabel=\"Kalibrierung und Distribution (Calibration and Distribution)\"\n", + "\t\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\t\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\t\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\t\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\t}\n", + "\tsubgraph cluster_UsageAndEol {\n", + "\t\tlabel=\"Nutzung und EoL (Usage and EoL)\"\n", + "\t\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\t\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\t\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\t\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\t}\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1083aa6c-5b20-41df-9af0-17b4f6920508", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "cluster_RawMaterialPreparation\n", + "\n", + "Rohmaterialvorbereitung (Raw Material Preparation)\n", + "\n", + "\n", + "cluster_MeltingAndCasting\n", + "\n", + "Schmelzen und Gießen (Melting and Casting)\n", + "\n", + "\n", + "cluster_FormingAndRolling\n", + "\n", + "Umformung und Walzen 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"\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from graphviz import Source\n", + "s = Source(gvs, format='svg') # Use 'svg' for interactive rendering or 'png' for static image\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "946227f8-3e3c-43a5-b27d-bd3013f44f84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RawMaterialPreparation': {'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']},\n", + " 'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess',\n", + " 'AssemblyProcess']},\n", + " 'TestingAndDppUpdate': {'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'RawMaterialPreparation': {\n", + " 'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']\n", + " },\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess']\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', 'AssemblyProcess']\n", + " },\n", + " 'TestingAndDppUpdate': {\n", + " 'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "5f607fa3-e533-457a-b938-4a7f7334ec4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess',\n", + " 'MeltingProcess',\n", + " 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess',\n", + " 'IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess',\n", + " 'ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 119, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess', 'MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess', \n", + " 'IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', ]\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess', 'ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + "# 'TestingAndDppUpdate': {\n", + "# 'process_name': 'TestingAndDppUpdate',\n", + "# 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + "# 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + "# },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "ccdd7c17-b3e4-48b1-9404-871b7ddc9baa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GroupedProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "CastCopperBars->FormingAndRolling\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->UsageAndEol\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->HeatTreatment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsageAndEol->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HeatTreatment->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FormingAndRolling->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes = {}\n", + "g = ProcessGraph()\n", + "for process_dict in grouped_processes_dict.values():\n", + " subprocesses = [copper_processes_dict[pname] for pname in process_dict[\"processes\"]]\n", + " name = process_dict[\"process_name\"]\n", + "# print(name, subprocesses)\n", + " p = create_composite_process_class(name, subprocesses)\n", + " g.add_process(p)\n", + "# ProcessNode(process_dict[\"process_name\"], processes=[copper_processes_dict[pname] for pname in process_dict[\"processes\"]])\n", + " grouped_processes[p.__name__] = p\n", + "dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/grouped_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "837df9e5-23a9-4af3-8485-3d6be9dd06de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': sdata.sclass.process.MeltingAndCasting,\n", + " 'FormingAndRolling': sdata.sclass.process.FormingAndRolling,\n", + " 'HeatTreatment': sdata.sclass.process.HeatTreatment,\n", + " 'SemifinishedCharacterizationAndDpp': sdata.sclass.process.SemifinishedCharacterizationAndDpp,\n", + " 'FinalProductManufacturing': sdata.sclass.process.FinalProductManufacturing,\n", + " 'CalibrationAndDistribution': sdata.sclass.process.CalibrationAndDistribution,\n", + " 'UsageAndEol': sdata.sclass.process.UsageAndEol}" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "6d52a63f-304e-4e7e-8db9-ce7eaf2ce245", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/MeltingAndCasting\n", + "/tmp/FormingAndRolling\n", + "/tmp/HeatTreatment\n", + "/tmp/SemifinishedCharacterizationAndDpp\n", + "/tmp/FinalProductManufacturing\n", + "/tmp/CalibrationAndDistribution\n", + "/tmp/UsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " g = ProcessGraph()\n", + " [g.add_process(p) for p in pg.processes]\n", + " dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "71269731-a1fc-4e13-8b40-bd5b97eaeeeb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['MeltingAndCasting', 'FormingAndRolling', 'HeatTreatment', 'SemifinishedCharacterizationAndDpp', 'FinalProductManufacturing', 'CalibrationAndDistribution', 'UsageAndEol'])" + ] + }, + "execution_count": 150, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "8b539df1-202b-405f-a831-e2b741790356", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "d2215b7c-f828-45f0-a0df-650206eda951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'DistributedCopperConnector', 'EolCopperMaterials', 'UsedCopperConnector'}" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.data_nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "08d438df-327a-4587-8989-d4b76a67efa5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'UsedCopperConnector': sdata.sclass.process.UsedCopperConnector}" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "6529e221-7038-4d78-a546-0687dbfad5fb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials}" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "7e8614a8-18c5-4662-84ff-6231df929e9f", + "metadata": {}, + "outputs": [], + "source": [ + "g.update_class_map()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "69e536e8-5815-4144-8c58-f97cf2a6bf93", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/UsageAndEol.png'" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(f\"/tmp/{p.__name__}\", format=\"png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4cbc0f0-b192-4b17-89c8-0a8f13b35fef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "0bd5c06c-7e4b-4584-acf4-7705b52e9bda", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "a5c339d4-19e9-40fa-8e79-2291c089fbea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph SemifinishedCharacterizationAndDpp {\n", + "\tgraph [rankdir=TD]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tsubgraph cluster_use_eol {\n", + "\t\tcolor=black fillcolor=\"#efffff\" label=ProcessGraph labeljust=l labelloc=t penwidth=1.5 peripheries=1 style=filled\n", + "\t}\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "879e684b-d577-49c1-8b35-3721ea8ba170", + "metadata": {}, + "outputs": [], + "source": [ + "import graphviz" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "c4103b1e-419a-4561-90c1-0ac6d36f3b97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'DistributedCopperConnector': sdata.sclass.process.DistributedCopperConnector},\n", + " {'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials})" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p.input_classes, p.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "6f88a214-3e0d-4314-b447-78d50e074d78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.MeltingAndCasting" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pg" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "f894e2c7-6529-42c6-93f7-5d1d39169c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CopperContainingScraps': sdata.sclass.process.CopperContainingScraps,\n", + " 'PureMetal': sdata.sclass.process.PureMetal}" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "9bb048ab-47b0-4a76-bc6f-bec494dfe03f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CastCopperBars': sdata.sclass.process.CastCopperBars}" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "15e224b4-0e0a-405c-8f24-369c8695bc66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "f55c2f2c-bccf-4507-843d-f7cf1ec63507", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = ProcessGraph()\n", + "for p in pg.processes:\n", + " g.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "99f194ab-a568-46ca-9859-810aa87d5160", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph()\n", + "pgv.add_process(pg)\n", + "\n", + "sg = ProcessGraph()\n", + "for p in pg.processes:\n", + " print(p)\n", + " sg.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "f3337fa3-add2-476c-be35-5c0ef91bb8b0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes[0].processes" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "9371a4b6-91f5-484d-a3b1-2fcfc72f0850", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sg.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "dbb89d46-4d29-4805-834f-212701072125", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph(name=pg.__name__)\n", + "pgv.add_process(pg)\n", + "pgv.to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "bbe3e019-1b37-4cef-b5bd-7ec8aae1ff53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.MeltingAndCasting]" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "bede14eb-c134-467a-bbdc-aba2a73d07ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "subprocessgraph\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.get_subprocess_graph().to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "4681e465-795a-47cf-8fbe-d3e61717b184", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "cluster_use_eol\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.to_graphviz_cluster()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "82c42ef0-2c15-4b7a-8e1a-537d3cda0490", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/lifecycle_processesMeltingAndCasting\n", + "/tmp/lifecycle_processesFormingAndRolling\n", + "/tmp/lifecycle_processesHeatTreatment\n", + "/tmp/lifecycle_processesSemifinishedCharacterizationAndDpp\n", + "/tmp/lifecycle_processesFinalProductManufacturing\n", + "/tmp/lifecycle_processesCalibrationAndDistribution\n", + "/tmp/lifecycle_processesUsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " pgv = ProcessGraph(name=pg.__name__)\n", + " pgv.add_process(pg)\n", + " dot_graph = pgv.to_graphviz_cluster(name=pg.__name__, rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/lifecycle_processes/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/lifecycle_processes{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "75beae52-e3aa-489c-8ec8-5fc2122d5157", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b0d2d646-3e15-4a4f-97dd-b6fd650f3259", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1435929-7250-4a92-a5c6-974248a7504f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd619979-49ba-49b0-9171-0d86a9357b75", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84b4bd2a-3498-4a3d-9c39-9111d2e84a9f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4937244d-d001-4d20-b526-d531b50555a1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c0857da-9449-4590-82bd-90c432c88ee2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90b793a7-4d82-4b02-bedf-b017fd62b3ba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bdc3f862-b5ad-4d55-b9d9-2a346b8b070f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b37417e3-2a49-4b84-9f60-9ea65d09e504", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9c30f3d-1416-4f06-a2a4-ae5ce3b49ce4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c92257a3-89d8-487c-af54-baa04e3ba95e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/workflow_dp2g-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/workflow_dp2g-checkpoint.ipynb new file mode 100644 index 0000000..ed51c4c --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/workflow_dp2g-checkpoint.ipynb @@ -0,0 +1,3959 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "02:16:14 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "02:16:14 INFO:NumExpr defaulting to 16 threads.\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "551e462f-5c13-43e6-b96f-68fd37a545a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'digraph DAG {\\n node [shape=box];\\n CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\\n PureMetal [label=\"Reinmetall\"];\\n SeparationAndWeighing [label=\"Trennung und Einwägung\"];\\n Melting [label=\"Schmelze\"];\\n ContinuousCasting [label=\"Strangguss\"];\\n OfMillingProcess [label=\"OF-Fräsprozess\"];\\n HotForming [label=\"Warmumformung\"];\\n HotRolling [label=\"Warmwalzen\"];\\n ColdForming [label=\"Kaltumformung\"];\\n ColdRolling [label=\"Kaltwalzen\"];\\n Reheating [label=\"Nachwärmen\"];\\n IntermediateAnnealing [label=\"Zwischenglühen\"];\\n Annealing [label=\"Anlassen\"];\\n ProductCharacterization [label=\"Charakterisierung des Produkts\"];\\n DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\\n IncomingInspection [label=\"Eingangsprüfung\"];\\n ContactManufacturing [label=\"Kontaktfertigung\"];\\n Galvanizing [label=\"Galvanik\"];\\n Assembly [label=\"Montage\"];\\n ComponentTesting [label=\"Bauteilprüfung\"];\\n PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\\n Calibration [label=\"Kalibrierung\"];\\n Distribution [label=\"Distribution\"];\\n ProductUse [label=\"Produkteinsatz\"];\\n EndOfLife [label=\"EoL\"];\\n\\n CopperContainingScraps -> SeparationAndWeighing;\\n PureMetal -> SeparationAndWeighing;\\n SeparationAndWeighing -> Melting;\\n Melting -> ContinuousCasting;\\n ContinuousCasting -> OfMillingProcess;\\n OfMillingProcess -> HotForming;\\n HotForming -> HotRolling;\\n HotRolling -> ColdForming;\\n ColdForming -> ColdRolling;\\n ColdRolling -> Reheating;\\n Reheating -> IntermediateAnnealing;\\n IntermediateAnnealing -> Annealing;\\n Annealing -> ProductCharacterization;\\n ProductCharacterization -> DigitalProductPassportCreation;\\n DigitalProductPassportCreation -> IncomingInspection;\\n IncomingInspection -> ContactManufacturing;\\n ContactManufacturing -> Galvanizing;\\n Galvanizing -> Assembly;\\n Assembly -> ComponentTesting;\\n ComponentTesting -> DigitalProductPassportCreation; // Second DPP\\n PlasticComponentSustainability -> Assembly; // Branch\\n Calibration -> Distribution;\\n Distribution -> ProductUse;\\n ProductUse -> EndOfLife;\\n}\\n'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"digraph DAG {\n", + " node [shape=box];\n", + " CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\n", + " PureMetal [label=\"Reinmetall\"];\n", + " SeparationAndWeighing [label=\"Trennung und Einwägung\"];\n", + " Melting [label=\"Schmelze\"];\n", + " ContinuousCasting [label=\"Strangguss\"];\n", + " OfMillingProcess [label=\"OF-Fräsprozess\"];\n", + " HotForming [label=\"Warmumformung\"];\n", + " HotRolling [label=\"Warmwalzen\"];\n", + " ColdForming [label=\"Kaltumformung\"];\n", + " ColdRolling [label=\"Kaltwalzen\"];\n", + " Reheating [label=\"Nachwärmen\"];\n", + " IntermediateAnnealing [label=\"Zwischenglühen\"];\n", + " Annealing [label=\"Anlassen\"];\n", + " ProductCharacterization [label=\"Charakterisierung des Produkts\"];\n", + " DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\n", + " IncomingInspection [label=\"Eingangsprüfung\"];\n", + " ContactManufacturing [label=\"Kontaktfertigung\"];\n", + " Galvanizing [label=\"Galvanik\"];\n", + " Assembly [label=\"Montage\"];\n", + " ComponentTesting [label=\"Bauteilprüfung\"];\n", + " PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\n", + " Calibration [label=\"Kalibrierung\"];\n", + " Distribution [label=\"Distribution\"];\n", + " ProductUse [label=\"Produkteinsatz\"];\n", + " EndOfLife [label=\"EoL\"];\n", + "\n", + " CopperContainingScraps -> SeparationAndWeighing;\n", + " PureMetal -> SeparationAndWeighing;\n", + " SeparationAndWeighing -> Melting;\n", + " Melting -> ContinuousCasting;\n", + " ContinuousCasting -> OfMillingProcess;\n", + " OfMillingProcess -> HotForming;\n", + " HotForming -> HotRolling;\n", + " HotRolling -> ColdForming;\n", + " ColdForming -> ColdRolling;\n", + " ColdRolling -> Reheating;\n", + " Reheating -> IntermediateAnnealing;\n", + " IntermediateAnnealing -> Annealing;\n", + " Annealing -> ProductCharacterization;\n", + " ProductCharacterization -> DigitalProductPassportCreation;\n", + " DigitalProductPassportCreation -> IncomingInspection;\n", + " IncomingInspection -> ContactManufacturing;\n", + " ContactManufacturing -> Galvanizing;\n", + " Galvanizing -> Assembly;\n", + " Assembly -> ComponentTesting;\n", + " ComponentTesting -> DigitalProductPassportCreation; // Second DPP\n", + " PlasticComponentSustainability -> Assembly; // Branch\n", + " Calibration -> Distribution;\n", + " Distribution -> ProductUse;\n", + " ProductUse -> EndOfLife;\n", + "}\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6aea6987-db41-4b08-9540-c5613b6ab539", + "metadata": {}, + "outputs": [], + "source": [ + "copper_processes = {\n", + " \"SeparationAndWeighingProcess\": {\n", + " \"input_data\": [\"CopperContainingScraps\", \"PureMetal\"],\n", + " \"process_name\": \"SeparationAndWeighingProcess\",\n", + " \"output_data\": [\"SeparatedWeighedCopperMaterials\"]\n", + " },\n", + " \"MeltingProcess\": {\n", + " \"input_data\": [\"SeparatedWeighedCopperMaterials\"],\n", + " \"process_name\": \"MeltingProcess\",\n", + " \"output_data\": [\"MoltenCopperAlloy\"]\n", + " },\n", + " \"ContinuousCastingProcess\": {\n", + " \"input_data\": [\"MoltenCopperAlloy\"],\n", + " \"process_name\": \"ContinuousCastingProcess\",\n", + " \"output_data\": [\"CastCopperBars\"]\n", + " },\n", + " \"OfMillingProcess\": {\n", + " \"input_data\": [\"CastCopperBars\"],\n", + " \"process_name\": \"OfMillingProcess\",\n", + " \"output_data\": [\"MilledOxygenFreeCopper\"]\n", + " },\n", + " \"HotFormingProcess\": {\n", + " \"input_data\": [\"MilledOxygenFreeCopper\"],\n", + " \"process_name\": \"HotFormingProcess\",\n", + " \"output_data\": [\"HotFormedCopperProfiles\"]\n", + " },\n", + " \"HotRollingProcess\": {\n", + " \"input_data\": [\"HotFormedCopperProfiles\"],\n", + " \"process_name\": \"HotRollingProcess\",\n", + " \"output_data\": [\"HotRolledCopperSheets\"]\n", + " },\n", + " \"ColdFormingProcess\": {\n", + " \"input_data\": [\"HotRolledCopperSheets\"],\n", + " \"process_name\": \"ColdFormingProcess\",\n", + " \"output_data\": [\"ColdFormedCopperComponents\"]\n", + " },\n", + " \"ColdRollingProcess\": {\n", + " \"input_data\": [\"ColdFormedCopperComponents\"],\n", + " \"process_name\": \"ColdRollingProcess\",\n", + " \"output_data\": [\"ColdRolledCopperStrips\"]\n", + " },\n", + " \"ReheatingProcess\": {\n", + " \"input_data\": [\"ColdRolledCopperStrips\"],\n", + " \"process_name\": \"ReheatingProcess\",\n", + " \"output_data\": [\"ReheatedCopperStrips\"]\n", + " },\n", + " \"IntermediateAnnealingProcess\": {\n", + " \"input_data\": [\"ReheatedCopperStrips\"],\n", + " \"process_name\": \"IntermediateAnnealingProcess\",\n", + " \"output_data\": [\"IntermediateAnnealedCopperStrips\"]\n", + " },\n", + " \"AnnealingProcess\": {\n", + " \"input_data\": [\"IntermediateAnnealedCopperStrips\"],\n", + " \"process_name\": \"AnnealingProcess\",\n", + " \"output_data\": [\"AnnealedCopperStrips\"]\n", + " },\n", + " \"ProductCharacterizationProcess\": {\n", + " \"input_data\": [\"AnnealedCopperStrips\"],\n", + " \"process_name\": \"ProductCharacterizationProcess\",\n", + " \"output_data\": [\"CharacterizedCopperSemifinished\"]\n", + " },\n", + " \"DigitalProductPassportCreationProcess\": {\n", + " \"input_data\": [\"CharacterizedCopperSemifinished\"],\n", + " \"process_name\": \"DigitalProductPassportCreationProcess\",\n", + " \"output_data\": [\"CopperSemifinishedWithDpp\"]\n", + " },\n", + " \"IncomingInspectionProcess\": {\n", + " \"input_data\": [\"CopperSemifinishedWithDpp\"],\n", + " \"process_name\": \"IncomingInspectionProcess\",\n", + " \"output_data\": [\"InspectedCopperSemifinished\"]\n", + " },\n", + " \"ContactManufacturingProcess\": {\n", + " \"input_data\": [\"InspectedCopperSemifinished\"],\n", + " \"process_name\": \"ContactManufacturingProcess\",\n", + " \"output_data\": [\"ManufacturedCopperContacts\"]\n", + " },\n", + " \"GalvanizingProcess\": {\n", + " \"input_data\": [\"ManufacturedCopperContacts\"],\n", + " \"process_name\": \"GalvanizingProcess\",\n", + " \"output_data\": [\"GalvanizedCopperContacts\"]\n", + " },\n", + " \"AssemblyProcess\": {\n", + " \"input_data\": [\"GalvanizedCopperContacts\", \"SustainablePlasticComponents\"],\n", + " \"process_name\": \"AssemblyProcess\",\n", + " \"output_data\": [\"AssembledCopperConnectorWithHousing\"]\n", + " },\n", + " \"ComponentTestingProcess\": {\n", + " \"input_data\": [\"AssembledCopperConnectorWithHousing\"],\n", + " \"process_name\": \"ComponentTestingProcess\",\n", + " \"output_data\": [\"TestedCopperConnector\"]\n", + " },\n", + " \"DigitalProductPassportUpdateProcess\": {\n", + " \"input_data\": [\"TestedCopperConnector\"],\n", + " \"process_name\": \"DigitalProductPassportUpdateProcess\",\n", + " \"output_data\": [\"FinalCopperConnectorWithDpp\"]\n", + " },\n", + " \"CalibrationProcess\": {\n", + " \"input_data\": [\"FinalCopperConnectorWithDpp\"],\n", + " \"process_name\": \"CalibrationProcess\",\n", + " \"output_data\": [\"CalibratedCopperConnector\"]\n", + " },\n", + " \"DistributionProcess\": {\n", + " \"input_data\": [\"CalibratedCopperConnector\"],\n", + " \"process_name\": \"DistributionProcess\",\n", + " \"output_data\": [\"DistributedCopperConnector\"]\n", + " },\n", + " \"ProductUseProcess\": {\n", + " \"input_data\": [\"DistributedCopperConnector\"],\n", + " \"process_name\": \"ProductUseProcess\",\n", + " \"output_data\": [\"UsedCopperConnector\"]\n", + " },\n", + " \"EndOfLifeProcess\": {\n", + " \"input_data\": [\"UsedCopperConnector\"],\n", + " \"process_name\": \"EndOfLifeProcess\",\n", + " \"output_data\": [\"EolCopperMaterials\"]\n", + " }\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "53add1f4-1f64-420e-89bb-8b49cbd837e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'input_data': ['ManufacturedCopperContacts'],\n", + " 'process_name': 'GalvanizingProcess',\n", + " 'output_data': ['GalvanizedCopperContacts']}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "process_dict = copper_processes[\"GalvanizingProcess\"]\n", + "process_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "667d607c-01c8-4d14-bcf6-fd1bbc1386f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ManufacturedCopperContacts': sdata.sclass.process.ManufacturedCopperContacts}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "{i:sclass(i) for i in process_dict[\"input_data\"]}" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1075f3e3-1460-400c-bd32-236ca5edfb1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + "g =get_process_graph([p])\n", + "g" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "8bf752a3-301a-4a39-aee8-1f426f8031dc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 151, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "copper_processes_dict = {}\n", + "\n", + "g = ProcessGraph()\n", + "for process_dict in copper_processes.values():\n", + " p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + " g.add_process(p)\n", + " copper_processes_dict[process_dict[\"process_name\"]] = p\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/all_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "20367cc8-853d-4470-9b03-6185fd88ac02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.gv'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.save(\"copper_processes.gv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a5c4e38e-1573-47fe-9f87-8d67bae27d6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.pdf'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(\"copper_processes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3153b54a-ecf8-4888-8cac-f0372bff0e6e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\tPureMetal [label=PureMetal shape=box]\n", + "\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "196151f8-9941-4673-b492-e7818505021b", + "metadata": {}, + "outputs": [], + "source": [ + "gvs = \"\"\"digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tsubgraph cluster_RawMaterialPreparation {\n", + "\t\tlabel=\"Rohmaterialvorbereitung (Raw Material Preparation)\"\n", + "\t\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\t\tPureMetal [label=PureMetal shape=box]\n", + "\t\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\t\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\t}\n", + "\tsubgraph cluster_MeltingAndCasting {\n", + "\t\tlabel=\"Schmelzen und Gießen (Melting and Casting)\"\n", + "\t\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\t\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\t\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\t\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FormingAndRolling {\n", + "\t\tlabel=\"Umformung und Walzen (Forming and Rolling)\"\n", + "\t\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\t\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\t\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\t\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\t\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\t\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_HeatTreatment {\n", + "\t\tlabel=\"Wärmebehandlung (Heat Treatment)\"\n", + "\t\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\t\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\t\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\t\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_SemifinishedCharacterizationAndDpp {\n", + "\t\tlabel=\"Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\"\n", + "\t\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\t\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\t\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\t\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FinalProductManufacturing {\n", + "\t\tlabel=\"Endproduktfertigung (Final Product Manufacturing)\"\n", + "\t\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\t\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\t\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\t\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\t\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\t\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\t\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\t\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\t\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\t}\n", + "\tsubgraph cluster_TestingAndDppUpdate {\n", + "\t\tlabel=\"Prüfung und DPP-Update (Testing and DPP Update)\"\n", + "\t\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\t\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\t\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\t\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_CalibrationAndDistribution {\n", + "\t\tlabel=\"Kalibrierung und Distribution (Calibration and Distribution)\"\n", + "\t\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\t\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\t\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\t\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\t}\n", + "\tsubgraph cluster_UsageAndEol {\n", + "\t\tlabel=\"Nutzung und EoL (Usage and EoL)\"\n", + "\t\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\t\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\t\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\t\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\t}\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1083aa6c-5b20-41df-9af0-17b4f6920508", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "cluster_RawMaterialPreparation\n", + "\n", + "Rohmaterialvorbereitung (Raw Material Preparation)\n", + "\n", + "\n", + "cluster_MeltingAndCasting\n", + "\n", + "Schmelzen und Gießen (Melting and Casting)\n", + "\n", + "\n", + "cluster_FormingAndRolling\n", + "\n", + "Umformung und Walzen (Forming and Rolling)\n", + "\n", + "\n", + "cluster_HeatTreatment\n", + "\n", + "Wärmebehandlung (Heat Treatment)\n", + "\n", + "\n", + "cluster_SemifinishedCharacterizationAndDpp\n", + "\n", + "Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\n", + "\n", + "\n", + "cluster_FinalProductManufacturing\n", + "\n", + "Endproduktfertigung (Final Product Manufacturing)\n", + "\n", + "\n", + "cluster_TestingAndDppUpdate\n", + "\n", + "Prüfung und DPP-Update (Testing and DPP Update)\n", + "\n", + "\n", + "cluster_CalibrationAndDistribution\n", + "\n", + "Kalibrierung und Distribution (Calibration and Distribution)\n", + "\n", + "\n", + "cluster_UsageAndEol\n", + "\n", + "Nutzung und EoL (Usage and EoL)\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from graphviz import Source\n", + "s = Source(gvs, format='svg') # Use 'svg' for interactive rendering or 'png' for static image\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "946227f8-3e3c-43a5-b27d-bd3013f44f84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RawMaterialPreparation': {'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']},\n", + " 'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess',\n", + " 'AssemblyProcess']},\n", + " 'TestingAndDppUpdate': {'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'RawMaterialPreparation': {\n", + " 'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']\n", + " },\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess']\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', 'AssemblyProcess']\n", + " },\n", + " 'TestingAndDppUpdate': {\n", + " 'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "5f607fa3-e533-457a-b938-4a7f7334ec4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess',\n", + " 'MeltingProcess',\n", + " 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess',\n", + " 'IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess',\n", + " 'ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 119, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess', 'MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess', \n", + " 'IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', ]\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess', 'ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + "# 'TestingAndDppUpdate': {\n", + "# 'process_name': 'TestingAndDppUpdate',\n", + "# 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + "# 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + "# },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "ccdd7c17-b3e4-48b1-9404-871b7ddc9baa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GroupedProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "CastCopperBars->FormingAndRolling\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->UsageAndEol\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->HeatTreatment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsageAndEol->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HeatTreatment->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FormingAndRolling->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes = {}\n", + "g = ProcessGraph()\n", + "for process_dict in grouped_processes_dict.values():\n", + " subprocesses = [copper_processes_dict[pname] for pname in process_dict[\"processes\"]]\n", + " name = process_dict[\"process_name\"]\n", + "# print(name, subprocesses)\n", + " p = create_composite_process_class(name, subprocesses)\n", + " g.add_process(p)\n", + "# ProcessNode(process_dict[\"process_name\"], processes=[copper_processes_dict[pname] for pname in process_dict[\"processes\"]])\n", + " grouped_processes[p.__name__] = p\n", + "dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/grouped_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "837df9e5-23a9-4af3-8485-3d6be9dd06de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': sdata.sclass.process.MeltingAndCasting,\n", + " 'FormingAndRolling': sdata.sclass.process.FormingAndRolling,\n", + " 'HeatTreatment': sdata.sclass.process.HeatTreatment,\n", + " 'SemifinishedCharacterizationAndDpp': sdata.sclass.process.SemifinishedCharacterizationAndDpp,\n", + " 'FinalProductManufacturing': sdata.sclass.process.FinalProductManufacturing,\n", + " 'CalibrationAndDistribution': sdata.sclass.process.CalibrationAndDistribution,\n", + " 'UsageAndEol': sdata.sclass.process.UsageAndEol}" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "6d52a63f-304e-4e7e-8db9-ce7eaf2ce245", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/MeltingAndCasting\n", + "/tmp/FormingAndRolling\n", + "/tmp/HeatTreatment\n", + "/tmp/SemifinishedCharacterizationAndDpp\n", + "/tmp/FinalProductManufacturing\n", + "/tmp/CalibrationAndDistribution\n", + "/tmp/UsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " g = ProcessGraph()\n", + " [g.add_process(p) for p in pg.processes]\n", + " dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "71269731-a1fc-4e13-8b40-bd5b97eaeeeb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['MeltingAndCasting', 'FormingAndRolling', 'HeatTreatment', 'SemifinishedCharacterizationAndDpp', 'FinalProductManufacturing', 'CalibrationAndDistribution', 'UsageAndEol'])" + ] + }, + "execution_count": 150, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "8b539df1-202b-405f-a831-e2b741790356", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "d2215b7c-f828-45f0-a0df-650206eda951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'DistributedCopperConnector', 'EolCopperMaterials', 'UsedCopperConnector'}" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.data_nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "08d438df-327a-4587-8989-d4b76a67efa5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'UsedCopperConnector': sdata.sclass.process.UsedCopperConnector}" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "6529e221-7038-4d78-a546-0687dbfad5fb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials}" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "7e8614a8-18c5-4662-84ff-6231df929e9f", + "metadata": {}, + "outputs": [], + "source": [ + "g.update_class_map()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "69e536e8-5815-4144-8c58-f97cf2a6bf93", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/UsageAndEol.png'" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(f\"/tmp/{p.__name__}\", format=\"png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4cbc0f0-b192-4b17-89c8-0a8f13b35fef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "0bd5c06c-7e4b-4584-acf4-7705b52e9bda", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "a5c339d4-19e9-40fa-8e79-2291c089fbea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph SemifinishedCharacterizationAndDpp {\n", + "\tgraph [rankdir=TD]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tsubgraph cluster_use_eol {\n", + "\t\tcolor=black fillcolor=\"#efffff\" label=ProcessGraph labeljust=l labelloc=t penwidth=1.5 peripheries=1 style=filled\n", + "\t}\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "879e684b-d577-49c1-8b35-3721ea8ba170", + "metadata": {}, + "outputs": [], + "source": [ + "import graphviz" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "c4103b1e-419a-4561-90c1-0ac6d36f3b97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'DistributedCopperConnector': sdata.sclass.process.DistributedCopperConnector},\n", + " {'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials})" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p.input_classes, p.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "6f88a214-3e0d-4314-b447-78d50e074d78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.MeltingAndCasting" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pg" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "f894e2c7-6529-42c6-93f7-5d1d39169c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CopperContainingScraps': sdata.sclass.process.CopperContainingScraps,\n", + " 'PureMetal': sdata.sclass.process.PureMetal}" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "9bb048ab-47b0-4a76-bc6f-bec494dfe03f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CastCopperBars': sdata.sclass.process.CastCopperBars}" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "15e224b4-0e0a-405c-8f24-369c8695bc66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "f55c2f2c-bccf-4507-843d-f7cf1ec63507", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = ProcessGraph()\n", + "for p in pg.processes:\n", + " g.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "99f194ab-a568-46ca-9859-810aa87d5160", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph()\n", + "pgv.add_process(pg)\n", + "\n", + "sg = ProcessGraph()\n", + "for p in pg.processes:\n", + " print(p)\n", + " sg.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "f3337fa3-add2-476c-be35-5c0ef91bb8b0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes[0].processes" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "9371a4b6-91f5-484d-a3b1-2fcfc72f0850", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sg.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "dbb89d46-4d29-4805-834f-212701072125", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph(name=pg.__name__)\n", + "pgv.add_process(pg)\n", + "pgv.to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "bbe3e019-1b37-4cef-b5bd-7ec8aae1ff53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.MeltingAndCasting]" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "bede14eb-c134-467a-bbdc-aba2a73d07ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "subprocessgraph\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.get_subprocess_graph().to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "4681e465-795a-47cf-8fbe-d3e61717b184", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "cluster_use_eol\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.to_graphviz_cluster()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "82c42ef0-2c15-4b7a-8e1a-537d3cda0490", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/lifecycle_processesMeltingAndCasting\n", + "/tmp/lifecycle_processesFormingAndRolling\n", + "/tmp/lifecycle_processesHeatTreatment\n", + "/tmp/lifecycle_processesSemifinishedCharacterizationAndDpp\n", + "/tmp/lifecycle_processesFinalProductManufacturing\n", + "/tmp/lifecycle_processesCalibrationAndDistribution\n", + "/tmp/lifecycle_processesUsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " pgv = ProcessGraph(name=pg.__name__)\n", + " pgv.add_process(pg)\n", + " dot_graph = pgv.to_graphviz_cluster(name=pg.__name__, rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/lifecycle_processes/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/lifecycle_processes{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "75beae52-e3aa-489c-8ec8-5fc2122d5157", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b0d2d646-3e15-4a4f-97dd-b6fd650f3259", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1435929-7250-4a92-a5c6-974248a7504f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd619979-49ba-49b0-9171-0d86a9357b75", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84b4bd2a-3498-4a3d-9c39-9111d2e84a9f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4937244d-d001-4d20-b526-d531b50555a1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c0857da-9449-4590-82bd-90c432c88ee2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90b793a7-4d82-4b02-bedf-b017fd62b3ba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bdc3f862-b5ad-4d55-b9d9-2a346b8b070f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b37417e3-2a49-4b84-9f60-9ea65d09e504", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9c30f3d-1416-4f06-a2a4-ae5ce3b49ce4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c92257a3-89d8-487c-af54-baa04e3ba95e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/workflow_generic-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/workflow_generic-checkpoint.ipynb new file mode 100644 index 0000000..870eba9 --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/workflow_generic-checkpoint.ipynb @@ -0,0 +1,1303 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 31, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "f03badde-73f2-4ef9-aca7-fa4dcc744c77", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.base.Base" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass import spec_to_class\n", + "spec_to_class(\"Material\", on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "240359d3-7074-4710-aac8-40e78a677972", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.base import sclass_factory, sdata_factory, cls_from_spec\n", + "\n", + "material = cls_from_spec(\"Material\", on_error=\"ignore\")\n", + "tensiontest = cls_from_spec(\"TensionTest\", on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "3cd89eab-9a5e-4139-9d5a-34c47eddf170", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Material'" + ] + }, + "execution_count": 95, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.base import sclass_factory, sdata_factory\n", + "\n", + "m = sclass_factory(\"Material\", on_error=\"ignore\")\n", + "m.__class__.__name__" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "035ef702-fe1e-4462-9a3c-51eca4c90255", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_5(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_6(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_7(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "ed11b0dd-b500-4878-be0f-2d5df8d8b633", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_1" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2, \"a\": tensiontest},\n", + " output_classes={'DataClass_3': DataClass_3, 'DataClass_6': DataClass_6},\n", + ")\n", + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "f2668dd5-37ec-4701-ab7e-1d69e1b68dda", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_3" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_2_Generic = create_process_class(\n", + " 'Process_3',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3, 'DataClass_5': DataClass_5, \"Material1\": m.__class__},\n", + " output_classes={'DataClass_4': DataClass_4},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "3f8657cf-4f5b-463f-a78e-e5903c96bb33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_3" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_3_Generic = create_process_class(\n", + " 'Process_2',\n", + " input_classes={\"Material1\": m.__class__},\n", + " output_classes={'DataClass_7': DataClass_7},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "21f343c6-6b46-44e5-b133-efd3ee85e7e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.create_composite_process_class..GenericComposite" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2_Generic = create_composite_process_class(\n", + " \"Process_1_plus_2\",\n", + " [Process_1_Generic, Process_2_Generic]\n", + ")\n", + "Process_1_plus_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "294bf692-dca9-491b-a034-3ace46954caa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List, Union\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1_Generic, Process_2_Generic], inputs=inputs, **kwargs)\n", + "composite = Process_1_plus_2()\n", + "composite" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "29cc9cb8-fc4f-4c4d-bb63-869e91ed2c32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "60755bdd-1efc-4fb8-8752-5c6881329d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "g.add_process(Process_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "8b893647-3eba-45ea-8aaa-0b57d16deb96", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "dd3c470a-b5df-49cf-9462-3f919cc5a1d7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 94, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_7\n", + "\n", + "DataClass_7\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_7\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2_Generic)\n", + "g.add_process(Process_3_Generic)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "e449510e-3abc-46f1-a877-265e7890967d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.Process_1, sdata.sclass.process.Process_3]" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2().process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "7455cfda-19fe-40cf-a87b-6abd26b05da6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.Process_1, sdata.sclass.process.Process_2]" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2_Generic().process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "803a624b-b81e-423d-86fc-d2a6dc80c71d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "for process in Process_1_plus_2_Generic().process_classes:\n", + " g.add_process(process)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "id": "c56cd749-486d-4b63-b29c-5a9a86c9fe94", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 93, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([Process_1_plus_2_Generic])" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "a84eedf7-91a9-40f7-9190-46edf0411505", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "type object 'Process_1' has no attribute 'process_classes'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[92], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m Process_1_Generic\u001b[38;5;241m.\u001b[39mprocess_classes\n", + "\u001b[0;31mAttributeError\u001b[0m: type object 'Process_1' has no attribute 'process_classes'" + ] + } + ], + "source": [ + "Process_1_Generic.process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b74ff593-49c2-4308-a314-3259daa35af7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/.ipynb_checkpoints/workflow_lsdyna-checkpoint.ipynb b/ipynb/ontology/.ipynb_checkpoints/workflow_lsdyna-checkpoint.ipynb new file mode 100644 index 0000000..77639be --- /dev/null +++ b/ipynb/ontology/.ipynb_checkpoints/workflow_lsdyna-checkpoint.ipynb @@ -0,0 +1,1867 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 9, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Material" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "material = sclass(\"Material\")\n", + "material" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ddffb441-e936-401c-a32d-9e0508ef81c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.LSDynaMesh" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass(\"LSDynaMesh\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e9854366-dd32-4059-8754-dd52abf81725", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.sclass.process.ProcessData,)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass(\"LSDynaMesh\").__bases__" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "653c6a6c-4d1c-41fe-9f5c-7061862e8353", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaMesh\n", + "\n", + "LSDynaMesh\n", + "\n", + "\n", + "\n", + "LSDynaMesh->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup->LSDynaFEModel\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LsdynaSetup = create_process_class(\"LsdynaSetup\", \n", + " {\"LSDynaMesh\":sclass(\"LSDynaMesh\"), \"LSDynaMaterialModel\":sclass(\"LSDynaMaterialModel\")}, \n", + " {\"LSDynaFEModel\":sclass(\"LSDynaFEModel\")})\n", + "get_process_graph([LsdynaSetup])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3b33187b-cf6e-4716-b4ed-b93ab437d082", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaRunAssembly = create_process_class(\"LSDynaRunAssembly\", \n", + " {\"LSDynaFEModel\":sclass(\"LSDynaFEModel\"), \"LSDynaSettings\":sclass(\"LSDynaSettings\")}, \n", + " {\"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")})\n", + "get_process_graph([LSDynaRunAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "043d7958-0c7d-41ff-8a24-a5aca6b5e386", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaSolver = create_process_class(\"LSDynaSolver\", \n", + " {\"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")}, \n", + " {\"LSDynaResults\":sclass(\"LSDynaResults\")})\n", + "get_process_graph([LSDynaSolver])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "00d2f209-72db-4bb6-958a-37d230368ad3", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'LSDynaRunAssembly' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[6]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m get_process_graph([LSDynaRunAssembly, LSDynaSolver])\n", + "\u001b[31mNameError\u001b[39m: name 'LSDynaRunAssembly' is not defined" + ] + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bc7a7401-4dca-4643-8660-9daaf8988d11", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaPostProcessing = create_process_class(\"LSDynaPostProcessing\", \n", + " {\"LSDynaResults\":sclass(\"LSDynaResults\"), \"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")}, \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\")})\n", + "get_process_graph([LSDynaPostProcessing])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "b090649b-0c34-40fa-bf87-642c8970801d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaMesh\n", + "\n", + "LSDynaMesh\n", + "\n", + "\n", + "\n", + "LSDynaMesh->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LsdynaSetup->LSDynaFEModel\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver, LsdynaSetup])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9e07e39-9318-4462-88ed-4208872e8950", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c6847714-d6c0-4dea-8f1c-36d994005a27", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LsDynaProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LsDynaProcess->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LsDynaProcess = create_composite_process_class(\"LsDynaProcess\", [LSDynaSolver])\n", + "get_process_graph([LsDynaProcess])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "02a5af49-2888-409d-ace7-a81cc2417b1c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestSimulation = create_composite_process_class(\"TensionTestSimulation\", [LsDynaProcess, LSDynaPostProcessing])\n", + "get_process_graph([TensionTestSimulation])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a94464b7-3b86-4869-979f-304faf30d63c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.sclass.process.ProcessNode,)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestSimulation.__bases__" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "eb39071b-01bb-4f17-9480-887d838507df", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSettings\n", + "\n", + "TensionTestSettings\n", + "\n", + "\n", + "\n", + "TensionTestSettings->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestAssembly->TensionTestSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestAssembly = create_process_class(\"TensionTestAssembly\", \n", + " {\"TensionTestSpecimen\":sclass(\"TensionTestSpecimen\"), \"TensionTestSettings\":sclass(\"TensionTestSettings\")}, \n", + " {\"TensionTestSetup\":sclass(\"TensionTestSetup\")})\n", + "get_process_graph([TensionTestAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "26183d20-3a5d-49f7-820d-0f339e82d9e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestExperiment = create_process_class(\"TensionTestExperiment\", \n", + " {\"TensionTestSetup\":sclass(\"TensionTestSetup\")}, \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\")})\n", + "get_process_graph([TensionTestExperiment])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8d355f73-66f4-482e-b0fa-32b5e2f4671e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([TensionTestExperiment, TensionTestSimulation])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0f362cc2-e693-4113-86f5-395a6fa9f485", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSettings\n", + "\n", + "TensionTestSettings\n", + "\n", + "\n", + "\n", + "TensionTestSettings->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestAssembly->TensionTestSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([TensionTestExperiment, TensionTestSimulation, TensionTestAssembly, LSDynaRunAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "11403a50-a71b-477e-8e71-5355df2bb1c2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver, LSDynaPostProcessing])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "77705439-4fc4-4f40-a444-c6a85fe8c619", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModelParameter\n", + "\n", + "LSDynaMaterialModelParameter\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "MaterialCalibration\n", + "\n", + "\n", + "\n", + "MaterialCalibration\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestResults->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MaterialCalibrationSettings\n", + "\n", + "MaterialCalibrationSettings\n", + "\n", + "\n", + "\n", + "MaterialCalibrationSettings->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MaterialCalibration->LSDynaMaterialModelParameter\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "materialcalibration = create_process_class(\"MaterialCalibration\", \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\"), \n", + " \"LSDynaMaterialModel\":sclass(\"LSDynaMaterialModel\"), \n", + " \"MaterialCalibrationSettings\":sclass(\"MaterialCalibrationSettings\")}, \n", + " {\"LSDynaMaterialModelParameter\":sclass(\"LSDynaMaterialModelParameter\")})\n", + "get_process_graph([materialcalibration, TensionTestSimulation, TensionTestExperiment])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(TensionTestSimulation)\n", + "\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "803a624b-b81e-423d-86fc-d2a6dc80c71d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LsDynaProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LsDynaProcess->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "for process in TensionTestSimulation.processes:\n", + " g.add_process(process)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "b74ff593-49c2-4308-a314-3259daa35af7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.sclass.process:Onnx-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-23T15:55:04.998320+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameOtto123-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameSUUID__dp2g__5926d7d997945e9c9a3277304f2437cf-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__dp2g__74860622a0aa50d6b52950ecc9c8bdf2-strsname of the projectFalse
_sdata_sname_sdata_snameOnnx__otto123__31a97ec7510e54a1b248b46776683409-strsname of the data objectTrue
_sdata_suuid_sdata_suuidMzFhOTdlYzc1MTBlNTRhMWIyNDhiNDY3NzY2ODM0MDlPbm...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:GenericallyDependentContinuant-strsdata bfo class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.process:Onnx - \n", + "_sdata_ctime 2025-09-23T15:55:04.998320+00:00 - \n", + "_sdata_name Otto123 - \n", + "_sdata_parent_sname SUUID__dp2g__5926d7d997945e9c9a3277304f2437cf - \n", + "_sdata_project_sname Project__dp2g__74860622a0aa50d6b52950ecc9c8bdf2 - \n", + "_sdata_sname Onnx__otto123__31a97ec7510e54a1b248b46776683409 - \n", + "_sdata_suuid MzFhOTdlYzc1MTBlNTRhMWIyNDhiNDY3NzY2ODM0MDlPbm... - \n", + "_sdata_topology_class sdata.sclass:GenericallyDependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_ctime str UTC creation date \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_topology_class str sdata bfo class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required ontology \n", + "key \n", + "_sdata_class True \n", + "_sdata_ctime False \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_topology_class True \n", + "_sdata_version True " + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass(\"Onnx\")(name=\"Otto123\", project=\"dp2g\").metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5218fc18-a4b6-4ec5-a7f7-63d315c7972d", + "metadata": {}, + "outputs": [], + "source": [ + "class Onnx(Base):\n", + " def predict" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/ProcessGraph.gv b/ipynb/ontology/ProcessGraph.gv new file mode 100644 index 0000000..e506231 --- /dev/null +++ b/ipynb/ontology/ProcessGraph.gv @@ -0,0 +1,10 @@ +digraph ProcessGraph { + graph [rankdir=TD] + LSDynaResults [label=LSDynaResults shape=box] + LSDynaRunSetup [label=LSDynaRunSetup shape=box] + TensionTestResults [label=TensionTestResults shape=box] + LSDynaPostProcessing [label=LSDynaPostProcessing color=lightblue shape=component style=filled] + LSDynaResults -> LSDynaPostProcessing + LSDynaRunSetup -> LSDynaPostProcessing + LSDynaPostProcessing -> TensionTestResults +} diff --git a/ipynb/ontology/ProcessGraph.gv.pdf b/ipynb/ontology/ProcessGraph.gv.pdf new file mode 100644 index 0000000..6603a4d Binary files /dev/null and b/ipynb/ontology/ProcessGraph.gv.pdf differ diff --git a/ipynb/ontology/bfo_onto.ipynb b/ipynb/ontology/bfo_onto.ipynb new file mode 100644 index 0000000..328110d --- /dev/null +++ b/ipynb/ontology/bfo_onto.ipynb @@ -0,0 +1,435 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a26bf7be-63f8-488e-a556-382cc26e7af7", + "metadata": {}, + "source": [ + "## owlready2" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "be506eba-faea-4a69-b3e5-b29235dc50b1", + "metadata": {}, + "outputs": [], + "source": [ + "from owlready2 import *\n", + "\n", + "onto = get_ontology(\"http://test.org/onto.owl\")\n", + "\n", + "with onto:\n", + "\n", + " class Drug(Thing):\n", + "\n", + " pass\n", + "\n", + " class ActivePrinciple(Thing):\n", + "\n", + " pass\n", + "\n", + " class has_for_active_principle(Drug >> ActivePrinciple):\n", + "\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "aafc7482-338c-438b-8375-c53d3cb1251f", + "metadata": {}, + "outputs": [], + "source": [ + "class NonPlaceboDrug(Drug):\n", + "\n", + " equivalent_to = [Drug & has_for_active_principle.some(ActivePrinciple)]\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d687174c-c3ea-4f81-8bb0-498673c9d940", + "metadata": {}, + "outputs": [], + "source": [ + "class Placebo(Drug):\n", + "\n", + " equivalent_to = [Drug & Not(has_for_active_principle.some(ActivePrinciple))]\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "63aa13cd-e6ee-44f9-acde-03041dacd76b", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'my_property' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[4], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m onto:\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mclass\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mMyClass\u001b[39;00m(Thing):\n\u001b[1;32m 5\u001b[0m is_a \u001b[38;5;241m=\u001b[39m [my_property\u001b[38;5;241m.\u001b[39msome(Value)]\n\u001b[1;32m 8\u001b[0m MyClass()\n", + "Cell \u001b[0;32mIn[4], line 5\u001b[0m, in \u001b[0;36mMyClass\u001b[0;34m()\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28;01mclass\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mMyClass\u001b[39;00m(Thing):\n\u001b[0;32m----> 5\u001b[0m is_a \u001b[38;5;241m=\u001b[39m [my_property\u001b[38;5;241m.\u001b[39msome(Value)]\n", + "\u001b[0;31mNameError\u001b[0m: name 'my_property' is not defined" + ] + } + ], + "source": [ + "with onto:\n", + "\n", + " class MyClass(Thing):\n", + "\n", + " is_a = [my_property.some(Value)]\n", + "\n", + "\n", + "MyClass()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "e913d94f-64f7-4b2e-b0d4-413047a69e4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "get_ontology(\"http://purl.obolibrary.org/obo/bfo.owl#\")" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfoonto = get_ontology(\"https://raw.githubusercontent.com/BFO-ontology/BFO/refs/heads/master/bfo_classes_only.owl\")\n", + "bfoonto.load()\n", + "bfoonto" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "7028bb17-1f05-4bff-819f-7aa0d9128552", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['__class__',\n", + " '__delattr__',\n", + " '__dict__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__enter__',\n", + " '__eq__',\n", + " '__exit__',\n", + " '__format__',\n", + " '__ge__',\n", + " '__getattr__',\n", + " '__getattribute__',\n", + " '__getitem__',\n", + " '__getstate__',\n", + " '__gt__',\n", + " '__hash__',\n", + " '__init__',\n", + " '__init_subclass__',\n", + " '__le__',\n", + " '__lt__',\n", + " '__module__',\n", + " '__ne__',\n", + " '__new__',\n", + " '__reduce__',\n", + " '__reduce_ex__',\n", + " '__repr__',\n", + " '__setattr__',\n", + " '__sizeof__',\n", + " '__str__',\n", + " '__subclasshook__',\n", + " '__weakref__',\n", + " '_abbreviate',\n", + " '_add_annotation_axiom',\n", + " '_add_data_triple_raw_spod',\n", + " '_add_data_triple_raw_spodsd',\n", + " '_add_data_triple_spod',\n", + " '_add_obj_triple_raw_spo',\n", + " '_add_obj_triple_spo',\n", + " '_base_iri',\n", + " '_bnodes',\n", + " '_del_annotation_axiom',\n", + " '_del_data_triple_raw_spod',\n", + " '_del_data_triple_raw_spodsd',\n", + " '_del_data_triple_spod',\n", + " '_del_list',\n", + " '_del_obj_triple_raw_spo',\n", + " '_del_obj_triple_spo',\n", + " '_destroy_cached_entities',\n", + " '_entity_destroyed',\n", + " '_get_annotation_axioms',\n", + " '_get_data_triple_sp_od',\n", + " '_get_data_triples_s_pod',\n", + " '_get_data_triples_sp_od',\n", + " '_get_data_triples_spod_spod',\n", + " '_get_obj_triple_po_s',\n", + " '_get_obj_triple_sp_o',\n", + " '_get_obj_triples_cspo',\n", + " '_get_obj_triples_cspo_cspo',\n", + " '_get_obj_triples_o_p',\n", + " '_get_obj_triples_pio_s',\n", + " '_get_obj_triples_po_s',\n", + " '_get_obj_triples_s_po',\n", + " '_get_obj_triples_sp_co',\n", + " '_get_obj_triples_sp_o',\n", + " '_get_obj_triples_spi_o',\n", + " '_get_obj_triples_spo_spo',\n", + " '_get_obj_triples_transitive_po',\n", + " '_get_obj_triples_transitive_sp',\n", + " '_get_obj_triples_transitive_sp_indirect',\n", + " '_get_obj_triples_transitive_sym',\n", + " '_get_triple_sp_od',\n", + " '_get_triples_s_p',\n", + " '_get_triples_s_pod',\n", + " '_get_triples_sp_od',\n", + " '_get_triples_spod_spod',\n", + " '_has_data_triple_spod',\n", + " '_has_obj_triple_spo',\n", + " '_import_changed',\n", + " '_imported_ontologies',\n", + " '_load_properties',\n", + " '_namespaces',\n", + " '_new_numbered_iri',\n", + " '_orig_base_iri',\n", + " '_parse_bnode',\n", + " '_parse_list',\n", + " '_parse_list_as_rdf',\n", + " '_refactor',\n", + " '_refactor_onto',\n", + " '_reload_bnode',\n", + " '_set_data_triple_raw_spod',\n", + " '_set_data_triple_raw_spodsd',\n", + " '_set_data_triple_spod',\n", + " '_set_list',\n", + " '_set_list_as_rdf',\n", + " '_set_obj_triple_raw_spo',\n", + " '_set_obj_triple_spo',\n", + " '_to_python',\n", + " '_to_rdf',\n", + " '_unabbreviate',\n", + " 'annotation_properties',\n", + " 'base_iri',\n", + " 'classes',\n", + " 'data_properties',\n", + " 'destroy',\n", + " 'different_individuals',\n", + " 'disjoint_classes',\n", + " 'disjoint_properties',\n", + " 'disjoints',\n", + " 'general_class_axioms',\n", + " 'get_base_iri',\n", + " 'get_children_of',\n", + " 'get_imported_ontologies',\n", + " 'get_instances_of',\n", + " 'get_namespace',\n", + " 'get_parents_of',\n", + " 'get_python_module',\n", + " 'get_triples',\n", + " 'graph',\n", + " 'imported_ontologies',\n", + " 'inconsistent_classes',\n", + " 'indirectly_imported_ontologies',\n", + " 'individuals',\n", + " 'load',\n", + " 'loaded',\n", + " 'metadata',\n", + " 'name',\n", + " 'object_properties',\n", + " 'ontology',\n", + " 'properties',\n", + " 'python_module',\n", + " 'reset_numbered_iris',\n", + " 'rules',\n", + " 'save',\n", + " 'search',\n", + " 'search_one',\n", + " 'set_base_iri',\n", + " 'set_imported_ontologies',\n", + " 'set_python_module',\n", + " 'storid',\n", + " 'variables',\n", + " 'world']" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(bfoonto)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "13d408ba-a52a-4ca3-9dc2-628dcae339a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'https://github.com/BFO-ontology/BFO/blob/master/bfo_classes_only.owl#'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfoonto.base_iri" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "9afdaa74-e4b5-4deb-94c5-7fa7708ae934", + "metadata": {}, + "outputs": [], + "source": [ + "class Drug(Thing):\n", + "\n", + " namespace = bfoonto" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "1a0c0b6f-fa3a-434a-a1ed-6b89a5ff86ef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "http://purl.obolibrary.org/obo/bfo.owl#Drug\n" + ] + } + ], + "source": [ + "print(Drug.iri)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "bc448f19-74d6-426f-80e2-1dd12ccca459", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[owl.Thing]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Drug.is_a" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "ecf0662f-696b-4075-bfa8-7fc670bb798d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Drug.is_instance_of" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "32a0b792-f38b-41aa-a772-8b59bc53344e", + "metadata": {}, + "outputs": [], + "source": [ + "import types\n", + "\n", + "with bfoonto:\n", + "\n", + " NewClass = types.new_class(\"NewClassName\", (Drug,))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "30f0aaf4-c4e3-4bc2-b678-fe7482c256c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "bfo_classes_only.newclassname7" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "NewClass()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "111e8291-5a69-4a8f-866c-4317eeb65378", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/copper_processes b/ipynb/ontology/copper_processes new file mode 100644 index 0000000..2d7a061 --- /dev/null +++ b/ipynb/ontology/copper_processes @@ -0,0 +1,100 @@ +digraph CombinedProcess { + graph [rankdir=TD] + GalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box] + CopperContainingScraps [label=CopperContainingScraps shape=box] + DistributedCopperConnector [label=DistributedCopperConnector shape=box] + CharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box] + CalibratedCopperConnector [label=CalibratedCopperConnector shape=box] + ColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box] + ManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box] + SustainablePlasticComponents [label=SustainablePlasticComponents shape=box] + MilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box] + ColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box] + EolCopperMaterials [label=EolCopperMaterials shape=box] + SeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box] + InspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box] + AnnealedCopperStrips [label=AnnealedCopperStrips shape=box] + CopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box] + PureMetal [label=PureMetal shape=box] + IntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box] + TestedCopperConnector [label=TestedCopperConnector shape=box] + UsedCopperConnector [label=UsedCopperConnector shape=box] + CastCopperBars [label=CastCopperBars shape=box] + FinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box] + HotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box] + AssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box] + MoltenCopperAlloy [label=MoltenCopperAlloy shape=box] + ReheatedCopperStrips [label=ReheatedCopperStrips shape=box] + HotRolledCopperSheets [label=HotRolledCopperSheets shape=box] + AssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled] + CalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled] + ProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled] + IntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled] + DigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled] + SeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled] + ColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled] + ReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled] + ProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled] + IncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled] + OfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled] + AnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled] + ComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled] + DigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled] + HotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled] + ColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled] + GalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled] + DistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled] + HotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled] + MeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled] + EndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled] + ContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled] + ContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled] + CopperContainingScraps -> SeparationAndWeighingProcess + PureMetal -> SeparationAndWeighingProcess + SeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials + SeparatedWeighedCopperMaterials -> MeltingProcess + MeltingProcess -> MoltenCopperAlloy + MoltenCopperAlloy -> ContinuousCastingProcess + ContinuousCastingProcess -> CastCopperBars + CastCopperBars -> OfMillingProcess + OfMillingProcess -> MilledOxygenFreeCopper + MilledOxygenFreeCopper -> HotFormingProcess + HotFormingProcess -> HotFormedCopperProfiles + HotFormedCopperProfiles -> HotRollingProcess + HotRollingProcess -> HotRolledCopperSheets + HotRolledCopperSheets -> ColdFormingProcess + ColdFormingProcess -> ColdFormedCopperComponents + ColdFormedCopperComponents -> ColdRollingProcess + ColdRollingProcess -> ColdRolledCopperStrips + ColdRolledCopperStrips -> ReheatingProcess + ReheatingProcess -> ReheatedCopperStrips + ReheatedCopperStrips -> IntermediateAnnealingProcess + IntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips + IntermediateAnnealedCopperStrips -> AnnealingProcess + AnnealingProcess -> AnnealedCopperStrips + AnnealedCopperStrips -> ProductCharacterizationProcess + ProductCharacterizationProcess -> CharacterizedCopperSemifinished + CharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess + DigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp + CopperSemifinishedWithDpp -> IncomingInspectionProcess + IncomingInspectionProcess -> InspectedCopperSemifinished + InspectedCopperSemifinished -> ContactManufacturingProcess + ContactManufacturingProcess -> ManufacturedCopperContacts + ManufacturedCopperContacts -> GalvanizingProcess + GalvanizingProcess -> GalvanizedCopperContacts + GalvanizedCopperContacts -> AssemblyProcess + SustainablePlasticComponents -> AssemblyProcess + AssemblyProcess -> AssembledCopperConnectorWithHousing + AssembledCopperConnectorWithHousing -> ComponentTestingProcess + ComponentTestingProcess -> TestedCopperConnector + TestedCopperConnector -> DigitalProductPassportUpdateProcess + DigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp + FinalCopperConnectorWithDpp -> CalibrationProcess + CalibrationProcess -> CalibratedCopperConnector + CalibratedCopperConnector -> DistributionProcess + DistributionProcess -> DistributedCopperConnector + DistributedCopperConnector -> ProductUseProcess + ProductUseProcess -> UsedCopperConnector + UsedCopperConnector -> EndOfLifeProcess + EndOfLifeProcess -> EolCopperMaterials +} diff --git a/ipynb/ontology/copper_processes.gv b/ipynb/ontology/copper_processes.gv new file mode 100644 index 0000000..2d7a061 --- /dev/null +++ b/ipynb/ontology/copper_processes.gv @@ -0,0 +1,100 @@ +digraph CombinedProcess { + graph [rankdir=TD] + GalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box] + CopperContainingScraps [label=CopperContainingScraps shape=box] + DistributedCopperConnector [label=DistributedCopperConnector shape=box] + CharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box] + CalibratedCopperConnector [label=CalibratedCopperConnector shape=box] + ColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box] + ManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box] + SustainablePlasticComponents [label=SustainablePlasticComponents shape=box] + MilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box] + ColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box] + EolCopperMaterials [label=EolCopperMaterials shape=box] + SeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box] + InspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box] + AnnealedCopperStrips [label=AnnealedCopperStrips shape=box] + CopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box] + PureMetal [label=PureMetal shape=box] + IntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box] + TestedCopperConnector [label=TestedCopperConnector shape=box] + UsedCopperConnector [label=UsedCopperConnector shape=box] + CastCopperBars [label=CastCopperBars shape=box] + FinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box] + HotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box] + AssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box] + MoltenCopperAlloy [label=MoltenCopperAlloy shape=box] + ReheatedCopperStrips [label=ReheatedCopperStrips shape=box] + HotRolledCopperSheets [label=HotRolledCopperSheets shape=box] + AssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled] + CalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled] + ProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled] + IntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled] + DigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled] + SeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled] + ColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled] + ReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled] + ProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled] + IncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled] + OfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled] + AnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled] + ComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled] + DigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled] + HotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled] + ColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled] + GalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled] + DistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled] + HotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled] + MeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled] + EndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled] + ContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled] + ContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled] + CopperContainingScraps -> SeparationAndWeighingProcess + PureMetal -> SeparationAndWeighingProcess + SeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials + SeparatedWeighedCopperMaterials -> MeltingProcess + MeltingProcess -> MoltenCopperAlloy + MoltenCopperAlloy -> ContinuousCastingProcess + ContinuousCastingProcess -> CastCopperBars + CastCopperBars -> OfMillingProcess + OfMillingProcess -> MilledOxygenFreeCopper + MilledOxygenFreeCopper -> HotFormingProcess + HotFormingProcess -> HotFormedCopperProfiles + HotFormedCopperProfiles -> HotRollingProcess + HotRollingProcess -> HotRolledCopperSheets + HotRolledCopperSheets -> ColdFormingProcess + ColdFormingProcess -> ColdFormedCopperComponents + ColdFormedCopperComponents -> ColdRollingProcess + ColdRollingProcess -> ColdRolledCopperStrips + ColdRolledCopperStrips -> ReheatingProcess + ReheatingProcess -> ReheatedCopperStrips + ReheatedCopperStrips -> IntermediateAnnealingProcess + IntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips + IntermediateAnnealedCopperStrips -> AnnealingProcess + AnnealingProcess -> AnnealedCopperStrips + AnnealedCopperStrips -> ProductCharacterizationProcess + ProductCharacterizationProcess -> CharacterizedCopperSemifinished + CharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess + DigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp + CopperSemifinishedWithDpp -> IncomingInspectionProcess + IncomingInspectionProcess -> InspectedCopperSemifinished + InspectedCopperSemifinished -> ContactManufacturingProcess + ContactManufacturingProcess -> ManufacturedCopperContacts + ManufacturedCopperContacts -> GalvanizingProcess + GalvanizingProcess -> GalvanizedCopperContacts + GalvanizedCopperContacts -> AssemblyProcess + SustainablePlasticComponents -> AssemblyProcess + AssemblyProcess -> AssembledCopperConnectorWithHousing + AssembledCopperConnectorWithHousing -> ComponentTestingProcess + ComponentTestingProcess -> TestedCopperConnector + TestedCopperConnector -> DigitalProductPassportUpdateProcess + DigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp + FinalCopperConnectorWithDpp -> CalibrationProcess + CalibrationProcess -> CalibratedCopperConnector + CalibratedCopperConnector -> DistributionProcess + DistributionProcess -> DistributedCopperConnector + DistributedCopperConnector -> ProductUseProcess + ProductUseProcess -> UsedCopperConnector + UsedCopperConnector -> EndOfLifeProcess + EndOfLifeProcess -> EolCopperMaterials +} diff --git a/ipynb/ontology/copper_processes.pdf b/ipynb/ontology/copper_processes.pdf new file mode 100644 index 0000000..d419bb6 Binary files /dev/null and b/ipynb/ontology/copper_processes.pdf differ diff --git a/ipynb/ontology/dataflow.dot b/ipynb/ontology/dataflow.dot new file mode 100644 index 0000000..e193154 --- /dev/null +++ b/ipynb/ontology/dataflow.dot @@ -0,0 +1,24 @@ +digraph "DataFlow" { + rankdir=LR; + subgraph cluster_sum { + label="sum\n(SpecificProcessNode)"; + style=rounded; + node [shape=box]; + "sum" [label="sum"]; + "sum.in.input" [shape=oval,label="input"]; + "sum.out.output" [shape=oval,label="output"]; + "sum.in.input" -> "sum" [label="input"]; + "sum" -> "sum.out.output" [label="output"]; + } + subgraph cluster_sq { + label="sq\n(SquareNode)"; + style=rounded; + node [shape=box]; + "sq" [label="sq"]; + "sq.in.input" [shape=oval,label="input"]; + "sq.out.output" [shape=oval,label="output"]; + "sq.in.input" -> "sq" [label="input"]; + "sq" -> "sq.out.output" [label="output"]; + } + "sum.out.output" -> "sq.in.input" [style=dashed,label="data"]; +} \ No newline at end of file diff --git a/ipynb/ontology/graph.dot b/ipynb/ontology/graph.dot new file mode 100644 index 0000000..a0e8ac8 --- /dev/null +++ b/ipynb/ontology/graph.dot @@ -0,0 +1,7 @@ +digraph "SumSquare" { + rankdir=LR; + node [shape=box]; + "sum" [label="sum\n(SpecificProcessNode)"]; + "sq" [label="sq\n(SquareNode)"]; + "sum" -> "sq" [label="output → input"]; +} \ No newline at end of file diff --git a/ipynb/ontology/pipeline.dot b/ipynb/ontology/pipeline.dot new file mode 100644 index 0000000..69ff198 --- /dev/null +++ b/ipynb/ontology/pipeline.dot @@ -0,0 +1,15 @@ +digraph "Pipeline" { + rankdir=LR; + subgraph cluster_internal { + label="internal"; + style=dashed; + node [shape=box]; + "sum" [label="sum\n(SpecificProcessNode)"]; + "sq" [label="sq\n(SquareNode)"]; + "sum" -> "sq" [label="output → input"]; + } + "IN::pipeline_input" [shape=oval,label="IN:pipeline_input"]; + "IN::pipeline_input" -> "sum" [label="input"]; + "OUT::pipeline_output" [shape=oval,label="OUT:pipeline_output"]; + "sq" -> "OUT::pipeline_output" [label="output"]; +} \ No newline at end of file diff --git a/ipynb/ontology/process_graph_example.ipynb b/ipynb/ontology/process_graph_example.ipynb new file mode 100644 index 0000000..a18aa71 --- /dev/null +++ b/ipynb/ontology/process_graph_example.ipynb @@ -0,0 +1,3129 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "df1a5201-460d-4439-904a-47ccdd4933a8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph leaf outputs:\n", + "sq output {'d': 17.64}\n", + "Composite output:\n", + "pipeline_output {'d': 17.64}\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field\n", + "from typing import Any, Dict, List, Mapping, MutableMapping, Optional, Protocol, Tuple, Type, TypeVar, Generic\n", + "from collections import defaultdict, deque\n", + "import math\n", + "\n", + "# -------------------------\n", + "# Core Data Model\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class Attribute:\n", + " name: str\n", + " dtype: Type = object\n", + " value: Any = None\n", + " unit: str = \"\"\n", + " description: str = \"\"\n", + " label: str = \"\"\n", + " required: bool = False\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessData:\n", + " \"\"\"Container für Daten + Metadaten.\n", + "\n", + " - attrs: Map von Attributname -> Attribute\n", + " - Methoden add/get/is_complete\n", + " \"\"\"\n", + " name: str = \"data\"\n", + " attrs: Dict[str, Attribute] = field(default_factory=dict)\n", + "\n", + " def add(self, name: str, value: Any = None, dtype: Type = object, **kw) -> None:\n", + " self.attrs[name] = Attribute(name=name, value=value, dtype=dtype, **kw)\n", + "\n", + " def get(self, name: str) -> Attribute:\n", + " if name not in self.attrs:\n", + " raise KeyError(f\"Attribut '{name}' fehlt in {self.name}.\")\n", + " return self.attrs[name]\n", + "\n", + " def is_complete(self) -> bool:\n", + " for a in self.attrs.values():\n", + " if a.required and a.value is None:\n", + " return False\n", + " return True\n", + "\n", + " # Convenience: Direktzugriff via .value, .dtype\n", + " @property\n", + " def md(self) -> Mapping[str, Attribute]:\n", + " return self.attrs\n", + "\n", + "\n", + "# -------------------------\n", + "# Ports & Nodes\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class PortSpec:\n", + " name: str\n", + " dtype: Type[ProcessData] = ProcessData\n", + " optional: bool = False\n", + " many: bool = False # Mehrfach zulässig (Liste von Verbindungen)\n", + "\n", + "\n", + "I = TypeVar(\"I\", bound=ProcessData)\n", + "O = TypeVar(\"O\", bound=ProcessData)\n", + "\n", + "\n", + "class Node(Protocol):\n", + " name: str\n", + " input_ports: Mapping[str, PortSpec]\n", + " output_ports: Mapping[str, PortSpec]\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " ...\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " ...\n", + "\n", + "\n", + "@dataclass\n", + "class BaseNode:\n", + " name: str = \"Node\"\n", + " input_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + " output_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " # 1) Alle geforderten Ports vorhanden?\n", + " for pname, pspec in self.input_ports.items():\n", + " if not pspec.optional and pname not in inputs:\n", + " raise ValueError(f\"[{self.name}] Fehlender Input-Port: {pname}\")\n", + "\n", + " # 2) Typ & Vollständigkeit prüfen\n", + " for pname, pdata in inputs.items():\n", + " if pname not in self.input_ports:\n", + " raise ValueError(f\"[{self.name}] Unerwarteter Input-Port: {pname}\")\n", + " pspec = self.input_ports[pname]\n", + " if not isinstance(pdata, pspec.dtype):\n", + " raise TypeError(\n", + " f\"[{self.name}] Port '{pname}' erwartet {pspec.dtype.__name__}, bekam {type(pdata).__name__}\"\n", + " )\n", + " if not pdata.is_complete():\n", + " raise ValueError(f\"[{self.name}] Port '{pname}' ist nicht vollständig.\")\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " raise NotImplementedError\n", + "\n", + "\n", + "# -------------------------\n", + "# Beispiel-spezifische Daten & Nodes\n", + "# -------------------------\n", + "\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, name: str = \"SpecificInput\", **kwargs: Any):\n", + " super().__init__(name=name)\n", + " # Default-Attribute\n", + " self.add(\"a\", None, float, unit=\"-\", description=\"my a value\", label=\"$a$\", required=True)\n", + " self.add(\"b\", None, int, unit=\"MPa\", description=\"my b value\", label=\"$b$\", required=True)\n", + " # Werte aus kwargs setzen (vereinfachte Variante):\n", + " for k, v in kwargs.items():\n", + " if k in self.attrs:\n", + " self.attrs[k].value = v\n", + " else:\n", + " # On-the-fly Zusatzattribut\n", + " self.add(k, v)\n", + "\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "\n", + "@dataclass\n", + "class SpecificProcessNode(BaseNode):\n", + " \"\"\"c = a + b\"\"\"\n", + " def __init__(self, name: str = \"SpecificProcess\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\n", + " \"input\": PortSpec(\"input\", dtype=SpecificInput)\n", + " },\n", + " output_ports={\n", + " \"output\": PortSpec(\"output\", dtype=SpecificOutput)\n", + " }\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificInput = inputs[\"input\"] # type: ignore[assignment]\n", + " a = inp.get(\"a\").value\n", + " b = inp.get(\"b\").value\n", + " out = SpecificOutput(name=\"out\")\n", + " out.add(\"c\", a + b, float, description=\"a+b\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "@dataclass\n", + "class SquareNode(BaseNode):\n", + " \"\"\"d = c**2\"\"\"\n", + " def __init__(self, name: str = \"Square\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\"input\": PortSpec(\"input\", dtype=SpecificOutput)},\n", + " output_ports={\"output\": PortSpec(\"output\", dtype=SpecificOutput)},\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificOutput = inputs[\"input\"] # type: ignore[assignment]\n", + " c = inp.get(\"c\").value\n", + " out = SpecificOutput(name=\"out2\")\n", + " out.add(\"d\", float(c) ** 2, float, description=\"(a+b)^2\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "# -------------------------\n", + "# Prozessgraph (DAG) & Runner\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class Edge:\n", + " src_node: str\n", + " src_port: str\n", + " dst_node: str\n", + " dst_port: str\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessGraph:\n", + " nodes: Dict[str, BaseNode] = field(default_factory=dict)\n", + " edges: List[Edge] = field(default_factory=list)\n", + "\n", + " def add_node(self, node_id: str, node: BaseNode) -> None:\n", + " if node_id in self.nodes:\n", + " raise KeyError(f\"Node-ID bereits vergeben: {node_id}\")\n", + " self.nodes[node_id] = node\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " s_node, s_port = src\n", + " d_node, d_port = dst\n", + " if s_node not in self.nodes or d_node not in self.nodes:\n", + " raise KeyError(\"Quelle oder Ziel-Node unbekannt\")\n", + " self.edges.append(Edge(s_node, s_port, d_node, d_port))\n", + "\n", + " def _toposort(self, external_inputs: Dict[Tuple[str, str], ProcessData]) -> List[str]:\n", + " # Kantenstruktur: von Node -> Liste Zielknoten\n", + " outgoing: Dict[str, List[str]] = defaultdict(list)\n", + " indeg: Dict[str, int] = {nid: 0 for nid in self.nodes}\n", + "\n", + " # Indegree zählt nur Kanten, die *Pflicht*-Inputs abdecken; optional ignorieren\n", + " for e in self.edges:\n", + " outgoing[e.src_node].append(e.dst_node)\n", + " dst_node = self.nodes[e.dst_node]\n", + " pspec = dst_node.input_ports.get(e.dst_port)\n", + " if pspec and not pspec.optional:\n", + " indeg[e.dst_node] += 1\n", + "\n", + " # Externe Inputs reduzieren die Indegree-Anforderungen\n", + " for (nid, port), _ in external_inputs.items():\n", + " node = self.nodes[nid]\n", + " pspec = node.input_ports.get(port)\n", + " if pspec and not pspec.optional:\n", + " # Wenn es keine eingehende Kante für diesen Pflichtport gibt, dann gilt er als gedeckt\n", + " # (praktisch: wir behandeln externen Input wie eine Kante von einer \"Quelle\").\n", + " # Indegree auf keinen Fall unter 0 bringen.\n", + " indeg[nid] = max(0, indeg[nid] - 1)\n", + "\n", + " q = deque([nid for nid, d in indeg.items() if d == 0])\n", + " order: List[str] = []\n", + " seen = set()\n", + " while q:\n", + " u = q.popleft()\n", + " if u in seen:\n", + " continue\n", + " seen.add(u)\n", + " order.append(u)\n", + " for v in outgoing[u]:\n", + " # Only decrement if that edge feeds a required port\n", + " pspec = self.nodes[v].input_ports.get(\n", + " next((e.dst_port for e in self.edges if e.src_node == u and e.dst_node == v), \"\")\n", + " )\n", + " if pspec and not pspec.optional:\n", + " indeg[v] -= 1\n", + " if indeg[v] == 0:\n", + " q.append(v)\n", + " if len(order) != len(self.nodes):\n", + " raise RuntimeError(\"Zyklische Abhängigkeiten oder unaufgelöste Pflicht-Inputs im Graphen.\")\n", + " return order\n", + "\n", + " def run(\n", + " self,\n", + " external_inputs: Dict[Tuple[str, str], ProcessData],\n", + " wanted_outputs: Optional[List[Tuple[str, str]]] = None,\n", + " ) -> Dict[Tuple[str, str], ProcessData]:\n", + " \"\"\"Führt den DAG aus.\n", + "\n", + " external_inputs: Mapping (node_id, port_name) -> ProcessData\n", + " wanted_outputs: Liste der gewünschten Ergebnis-Ports\n", + " \"\"\"\n", + " # Eingangs-Puffer je Node/Port\n", + " inbox: Dict[str, Dict[str, ProcessData]] = defaultdict(dict)\n", + " for (nid, port), pdata in external_inputs.items():\n", + " inbox[nid][port] = pdata\n", + "\n", + " # Kantenindex src -> [(dst, dst_port, src_port)]\n", + " fanout: Dict[str, List[Tuple[str, str, str]]] = defaultdict(list)\n", + " for e in self.edges:\n", + " fanout[e.src_node].append((e.dst_node, e.dst_port, e.src_port))\n", + "\n", + " order = self._toposort(external_inputs)\n", + "\n", + " # Ausführen, sobald Inputs eines Nodes valide sind\n", + " produced: Dict[Tuple[str, str], ProcessData] = {}\n", + " for nid in order:\n", + " node = self.nodes[nid]\n", + " # Prüfen, ob für alle Pflicht-Ports Daten da sind\n", + " inputs = inbox.get(nid, {})\n", + "\n", + " # Falls Ports optional sind, stört das Fehlen nicht; validate_inputs prüft Pflichtports\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs verteilen\n", + " for oport, pdata in outputs.items():\n", + " produced[(nid, oport)] = pdata\n", + " for (dst, dport, sport) in fanout[nid]:\n", + " if sport == oport:\n", + " inbox[dst][dport] = pdata\n", + "\n", + " if wanted_outputs is None:\n", + " # Standard: Alle Leaf-Outputs liefern\n", + " # Leafs = Nodes ohne ausgehende Kanten\n", + " has_out = {e.src_node for e in self.edges}\n", + " leafs = [nid for nid in self.nodes if nid not in has_out]\n", + " wanted_outputs = []\n", + " for nid in leafs:\n", + " for op in self.nodes[nid].output_ports.keys():\n", + " wanted_outputs.append((nid, op))\n", + "\n", + " result = {key: produced[key] for key in wanted_outputs if key in produced}\n", + " return result\n", + "\n", + "\n", + "# -------------------------\n", + "# CompositeNode: Bündelt Teilprozesse zu einem Prozess\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class CompositeNode(BaseNode):\n", + " graph: ProcessGraph = field(default_factory=ProcessGraph)\n", + " # Externe Ports des Composite -> interne Node/Port\n", + " in_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + " out_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + "\n", + " def __init__(self, name: str = \"Composite\"):\n", + " super().__init__(name=name)\n", + " self.graph = ProcessGraph()\n", + " self.in_map = {}\n", + " self.out_map = {}\n", + " self.input_ports = {}\n", + " self.output_ports = {}\n", + "\n", + " def expose_input(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.in_map[external_name] = (node_id, port)\n", + " self.input_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def expose_output(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.out_map[external_name] = (node_id, port)\n", + " self.output_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def add(self, node_id: str, node: BaseNode) -> None:\n", + " self.graph.add_node(node_id, node)\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " self.graph.connect(src, dst)\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " # 1) Composite-Inputs auf interne Ziele abbilden\n", + " ext_in: Dict[Tuple[str, str], ProcessData] = {}\n", + " for ename, pdata in inputs.items():\n", + " if ename not in self.in_map:\n", + " raise KeyError(f\"[{self.name}] Unbekannter Composite-Input: {ename}\")\n", + " nid, port = self.in_map[ename]\n", + " ext_in[(nid, port)] = pdata\n", + "\n", + " # 2) Ausführen\n", + " wanted = [(nid, port) for (oname, (nid, port)) in self.out_map.items()]\n", + " produced = self.graph.run(ext_in, wanted_outputs=wanted)\n", + "\n", + " # 3) Interne Outputs auf externe Namen mappen\n", + " out: Dict[str, ProcessData] = {}\n", + " for oname, (nid, port) in self.out_map.items():\n", + " val = produced.get((nid, port))\n", + " if val is None:\n", + " raise RuntimeError(f\"[{self.name}] Erwarteter Output fehlt: {oname}\")\n", + " out[oname] = val\n", + " return out\n", + "\n", + "\n", + "# -------------------------\n", + "# Demo\n", + "# -------------------------\n", + "if __name__ == \"__main__\":\n", + " # Einzelne Nodes\n", + " n1 = SpecificProcessNode()\n", + " n2 = SquareNode()\n", + "\n", + " # Graph\n", + " g = ProcessGraph()\n", + " g.add_node(\"sum\", n1)\n", + " g.add_node(\"sq\", n2)\n", + " g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + " # Composite\n", + " comp = CompositeNode(name=\"Pipeline\")\n", + " comp.add(\"sum\", n1)\n", + " comp.add(\"sq\", n2)\n", + " comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + " comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + " comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + " # Eingaben\n", + " inp = SpecificInput(name=\"input\", a=1.2, b=3)\n", + "\n", + " # Direkt über Graph\n", + " out_graph = g.run({(\"sum\", \"input\"): inp})\n", + " print(\"Graph leaf outputs:\")\n", + " for (nid, port), pdata in out_graph.items():\n", + " print(nid, port, {k: v.value for k, v in pdata.md.items()})\n", + "\n", + " # Über Composite\n", + " out_comp = comp.run({\"pipeline_input\": inp})\n", + " print(\"Composite output:\")\n", + " for k, pdata in out_comp.items():\n", + " print(k, {k2: v.value for k2, v in pdata.md.items()})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8ee5b07d-4216-4102-a73c-7ced1aabbb69", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph leaf outputs:\n", + "sq output {'d': 17.64}\n", + "Composite output:\n", + "pipeline_output {'d': 17.64}\n", + "graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\n", + "pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field\n", + "from typing import Any, Dict, List, Mapping, MutableMapping, Optional, Protocol, Tuple, Type, TypeVar, Generic\n", + "from collections import defaultdict, deque\n", + "import math\n", + "\n", + "# -------------------------\n", + "# Core Data Model\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class Attribute:\n", + " name: str\n", + " dtype: Type = object\n", + " value: Any = None\n", + " unit: str = \"\"\n", + " description: str = \"\"\n", + " label: str = \"\"\n", + " required: bool = False\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessData:\n", + " \"\"\"Container für Daten + Metadaten.\n", + "\n", + " - attrs: Map von Attributname -> Attribute\n", + " - Methoden add/get/is_complete\n", + " \"\"\"\n", + " name: str = \"data\"\n", + " attrs: Dict[str, Attribute] = field(default_factory=dict)\n", + "\n", + " def add(self, name: str, value: Any = None, dtype: Type = object, **kw) -> None:\n", + " self.attrs[name] = Attribute(name=name, value=value, dtype=dtype, **kw)\n", + "\n", + " def get(self, name: str) -> Attribute:\n", + " if name not in self.attrs:\n", + " raise KeyError(f\"Attribut '{name}' fehlt in {self.name}.\")\n", + " return self.attrs[name]\n", + "\n", + " def is_complete(self) -> bool:\n", + " for a in self.attrs.values():\n", + " if a.required and a.value is None:\n", + " return False\n", + " return True\n", + "\n", + " # Convenience: Direktzugriff via .value, .dtype\n", + " @property\n", + " def md(self) -> Mapping[str, Attribute]:\n", + " return self.attrs\n", + "\n", + "\n", + "# -------------------------\n", + "# Ports & Nodes\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class PortSpec:\n", + " name: str\n", + " dtype: Type[ProcessData] = ProcessData\n", + " optional: bool = False\n", + " many: bool = False # Mehrfach zulässig (Liste von Verbindungen)\n", + "\n", + "\n", + "I = TypeVar(\"I\", bound=ProcessData)\n", + "O = TypeVar(\"O\", bound=ProcessData)\n", + "\n", + "\n", + "class Node(Protocol):\n", + " name: str\n", + " input_ports: Mapping[str, PortSpec]\n", + " output_ports: Mapping[str, PortSpec]\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " ...\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " ...\n", + "\n", + "\n", + "@dataclass\n", + "class BaseNode:\n", + " name: str = \"Node\"\n", + " input_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + " output_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " # 1) Alle geforderten Ports vorhanden?\n", + " for pname, pspec in self.input_ports.items():\n", + " if not pspec.optional and pname not in inputs:\n", + " raise ValueError(f\"[{self.name}] Fehlender Input-Port: {pname}\")\n", + "\n", + " # 2) Typ & Vollständigkeit prüfen\n", + " for pname, pdata in inputs.items():\n", + " if pname not in self.input_ports:\n", + " raise ValueError(f\"[{self.name}] Unerwarteter Input-Port: {pname}\")\n", + " pspec = self.input_ports[pname]\n", + " if not isinstance(pdata, pspec.dtype):\n", + " raise TypeError(\n", + " f\"[{self.name}] Port '{pname}' erwartet {pspec.dtype.__name__}, bekam {type(pdata).__name__}\"\n", + " )\n", + " if not pdata.is_complete():\n", + " raise ValueError(f\"[{self.name}] Port '{pname}' ist nicht vollständig.\")\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " raise NotImplementedError\n", + "\n", + "\n", + "# -------------------------\n", + "# Beispiel-spezifische Daten & Nodes\n", + "# -------------------------\n", + "\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, name: str = \"SpecificInput\", **kwargs: Any):\n", + " super().__init__(name=name)\n", + " # Default-Attribute\n", + " self.add(\"a\", None, float, unit=\"-\", description=\"my a value\", label=\"$a$\", required=True)\n", + " self.add(\"b\", None, int, unit=\"MPa\", description=\"my b value\", label=\"$b$\", required=True)\n", + " # Werte aus kwargs setzen (vereinfachte Variante):\n", + " for k, v in kwargs.items():\n", + " if k in self.attrs:\n", + " self.attrs[k].value = v\n", + " else:\n", + " # On-the-fly Zusatzattribut\n", + " self.add(k, v)\n", + "\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "\n", + "@dataclass\n", + "class SpecificProcessNode(BaseNode):\n", + " \"\"\"c = a + b\"\"\"\n", + " def __init__(self, name: str = \"SpecificProcess\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\n", + " \"input\": PortSpec(\"input\", dtype=SpecificInput)\n", + " },\n", + " output_ports={\n", + " \"output\": PortSpec(\"output\", dtype=SpecificOutput)\n", + " }\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificInput = inputs[\"input\"] # type: ignore[assignment]\n", + " a = inp.get(\"a\").value\n", + " b = inp.get(\"b\").value\n", + " out = SpecificOutput(name=\"out\")\n", + " out.add(\"c\", a + b, float, description=\"a+b\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "@dataclass\n", + "class SquareNode(BaseNode):\n", + " \"\"\"d = c**2\"\"\"\n", + " def __init__(self, name: str = \"Square\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\"input\": PortSpec(\"input\", dtype=SpecificOutput)},\n", + " output_ports={\"output\": PortSpec(\"output\", dtype=SpecificOutput)},\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificOutput = inputs[\"input\"] # type: ignore[assignment]\n", + " c = inp.get(\"c\").value\n", + " out = SpecificOutput(name=\"out2\")\n", + " out.add(\"d\", float(c) ** 2, float, description=\"(a+b)^2\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "# -------------------------\n", + "# Prozessgraph (DAG) & Runner\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class Edge:\n", + " src_node: str\n", + " src_port: str\n", + " dst_node: str\n", + " dst_port: str\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessGraph:\n", + " nodes: Dict[str, BaseNode] = field(default_factory=dict)\n", + " edges: List[Edge] = field(default_factory=list)\n", + "\n", + " def add_node(self, node_id: str, node: BaseNode) -> None:\n", + " if node_id in self.nodes:\n", + " raise KeyError(f\"Node-ID bereits vergeben: {node_id}\")\n", + " self.nodes[node_id] = node\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " s_node, s_port = src\n", + " d_node, d_port = dst\n", + " if s_node not in self.nodes or d_node not in self.nodes:\n", + " raise KeyError(\"Quelle oder Ziel-Node unbekannt\")\n", + " self.edges.append(Edge(s_node, s_port, d_node, d_port))\n", + "\n", + " def _toposort(self, external_inputs: Dict[Tuple[str, str], ProcessData]) -> List[str]:\n", + " # Kantenstruktur: von Node -> Liste Zielknoten\n", + " outgoing: Dict[str, List[str]] = defaultdict(list)\n", + " indeg: Dict[str, int] = {nid: 0 for nid in self.nodes}\n", + "\n", + " # Indegree zählt nur Kanten, die *Pflicht*-Inputs abdecken; optional ignorieren\n", + " for e in self.edges:\n", + " outgoing[e.src_node].append(e.dst_node)\n", + " dst_node = self.nodes[e.dst_node]\n", + " pspec = dst_node.input_ports.get(e.dst_port)\n", + " if pspec and not pspec.optional:\n", + " indeg[e.dst_node] += 1\n", + "\n", + " # Externe Inputs reduzieren die Indegree-Anforderungen\n", + " for (nid, port), _ in external_inputs.items():\n", + " node = self.nodes[nid]\n", + " pspec = node.input_ports.get(port)\n", + " if pspec and not pspec.optional:\n", + " # Wenn es keine eingehende Kante für diesen Pflichtport gibt, dann gilt er als gedeckt\n", + " # (praktisch: wir behandeln externen Input wie eine Kante von einer \"Quelle\").\n", + " # Indegree auf keinen Fall unter 0 bringen.\n", + " indeg[nid] = max(0, indeg[nid] - 1)\n", + "\n", + " q = deque([nid for nid, d in indeg.items() if d == 0])\n", + " order: List[str] = []\n", + " seen = set()\n", + " while q:\n", + " u = q.popleft()\n", + " if u in seen:\n", + " continue\n", + " seen.add(u)\n", + " order.append(u)\n", + " for v in outgoing[u]:\n", + " # Only decrement if that edge feeds a required port\n", + " pspec = self.nodes[v].input_ports.get(\n", + " next((e.dst_port for e in self.edges if e.src_node == u and e.dst_node == v), \"\")\n", + " )\n", + " if pspec and not pspec.optional:\n", + " indeg[v] -= 1\n", + " if indeg[v] == 0:\n", + " q.append(v)\n", + " if len(order) != len(self.nodes):\n", + " raise RuntimeError(\"Zyklische Abhängigkeiten oder unaufgelöste Pflicht-Inputs im Graphen.\")\n", + " return order\n", + "\n", + " def run(\n", + " self,\n", + " external_inputs: Dict[Tuple[str, str], ProcessData],\n", + " wanted_outputs: Optional[List[Tuple[str, str]]] = None,\n", + " ) -> Dict[Tuple[str, str], ProcessData]:\n", + " \"\"\"Führt den DAG aus.\n", + "\n", + " external_inputs: Mapping (node_id, port_name) -> ProcessData\n", + " wanted_outputs: Liste der gewünschten Ergebnis-Ports\n", + " \"\"\"\n", + " # Eingangs-Puffer je Node/Port\n", + " inbox: Dict[str, Dict[str, ProcessData]] = defaultdict(dict)\n", + " for (nid, port), pdata in external_inputs.items():\n", + " inbox[nid][port] = pdata\n", + "\n", + " # Kantenindex src -> [(dst, dst_port, src_port)]\n", + " fanout: Dict[str, List[Tuple[str, str, str]]] = defaultdict(list)\n", + " for e in self.edges:\n", + " fanout[e.src_node].append((e.dst_node, e.dst_port, e.src_port))\n", + "\n", + " order = self._toposort(external_inputs)\n", + "\n", + " # Ausführen, sobald Inputs eines Nodes valide sind\n", + " produced: Dict[Tuple[str, str], ProcessData] = {}\n", + " for nid in order:\n", + " node = self.nodes[nid]\n", + " # Prüfen, ob für alle Pflicht-Ports Daten da sind\n", + " inputs = inbox.get(nid, {})\n", + "\n", + " # Falls Ports optional sind, stört das Fehlen nicht; validate_inputs prüft Pflichtports\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs verteilen\n", + " for oport, pdata in outputs.items():\n", + " produced[(nid, oport)] = pdata\n", + " for (dst, dport, sport) in fanout[nid]:\n", + " if sport == oport:\n", + " inbox[dst][dport] = pdata\n", + "\n", + " if wanted_outputs is None:\n", + " # Standard: Alle Leaf-Outputs liefern\n", + " # Leafs = Nodes ohne ausgehende Kanten\n", + " has_out = {e.src_node for e in self.edges}\n", + " leafs = [nid for nid in self.nodes if nid not in has_out]\n", + " wanted_outputs = []\n", + " for nid in leafs:\n", + " for op in self.nodes[nid].output_ports.keys():\n", + " wanted_outputs.append((nid, op))\n", + "\n", + " result = {key: produced[key] for key in wanted_outputs if key in produced}\n", + " return result\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\") -> str:\n", + " \"\"\"Erzeugt einen Graphviz-DOT-String für den aktuellen DAG.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + " lines.append(f\" node [shape={node_shape}];\")\n", + "\n", + " # Nodes\n", + " for nid, node in self.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + "\n", + " # Edges mit Port-Labels\n", + " for e in self.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + "\n", + "# -------------------------\n", + "# CompositeNode: Bündelt Teilprozesse zu einem Prozess\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class CompositeNode(BaseNode):\n", + " graph: ProcessGraph = field(default_factory=ProcessGraph)\n", + " # Externe Ports des Composite -> interne Node/Port\n", + " in_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + " out_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + "\n", + " def __init__(self, name: str = \"Composite\"):\n", + " super().__init__(name=name)\n", + " self.graph = ProcessGraph()\n", + " self.in_map = {}\n", + " self.out_map = {}\n", + " self.input_ports = {}\n", + " self.output_ports = {}\n", + "\n", + " def expose_input(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.in_map[external_name] = (node_id, port)\n", + " self.input_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def expose_output(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.out_map[external_name] = (node_id, port)\n", + " self.output_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def add(self, node_id: str, node: BaseNode) -> None:\n", + " self.graph.add_node(node_id, node)\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " self.graph.connect(src, dst)\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " # 1) Composite-Inputs auf interne Ziele abbilden\n", + " ext_in: Dict[Tuple[str, str], ProcessData] = {}\n", + " for ename, pdata in inputs.items():\n", + " if ename not in self.in_map:\n", + " raise KeyError(f\"[{self.name}] Unbekannter Composite-Input: {ename}\")\n", + " nid, port = self.in_map[ename]\n", + " ext_in[(nid, port)] = pdata\n", + "\n", + " # 2) Ausführen\n", + " wanted = [(nid, port) for (oname, (nid, port)) in self.out_map.items()]\n", + " produced = self.graph.run(ext_in, wanted_outputs=wanted)\n", + "\n", + " # 3) Interne Outputs auf externe Namen mappen\n", + " out: Dict[str, ProcessData] = {}\n", + " for oname, (nid, port) in self.out_map.items():\n", + " val = produced.get((nid, port))\n", + " if val is None:\n", + " raise RuntimeError(f\"[{self.name}] Erwarteter Output fehlt: {oname}\")\n", + " out[oname] = val\n", + " return out\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True) -> str:\n", + " \"\"\"DOT-String für den Composite inkl. interner Struktur und optionaler IN/OUT-Knoten.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + "\n", + " # interner Graph als Cluster\n", + " lines.append(\" subgraph cluster_internal {\")\n", + " lines.append(\" label=\\\"internal\\\";\")\n", + " lines.append(\" style=dashed;\")\n", + " lines.append(\" node [shape=box];\")\n", + "\n", + " for nid, node in self.graph.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + " for e in self.graph.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + " lines.append(\" }\")\n", + "\n", + " if include_exposed:\n", + " # Eingänge (Ellipse) -> interne Ziele\n", + " for ename, (nid, port) in self.in_map.items():\n", + " inn = f\"IN::{ename}\"\n", + " lines.append(f' \"{inn}\" [shape=oval,label=\"IN:{ename}\"];')\n", + " lines.append(f' \"{inn}\" -> \"{nid}\" [label=\"{port}\"];')\n", + " # Ausgänge: intern -> OUT-Knoten (Ellipse)\n", + " for oname, (nid, port) in self.out_map.items():\n", + " outn = f\"OUT::{oname}\"\n", + " lines.append(f' \"{outn}\" [shape=oval,label=\"OUT:{oname}\"];')\n", + " lines.append(f' \"{nid}\" -> \"{outn}\" [label=\"{port}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + "\n", + "# -------------------------\n", + "# Demo\n", + "# -------------------------\n", + "if __name__ == \"__main__\":\n", + " # Einzelne Nodes\n", + " n1 = SpecificProcessNode()\n", + " n2 = SquareNode()\n", + "\n", + " # Graph\n", + " g = ProcessGraph()\n", + " g.add_node(\"sum\", n1)\n", + " g.add_node(\"sq\", n2)\n", + " g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + " # Composite\n", + " comp = CompositeNode(name=\"Pipeline\")\n", + " comp.add(\"sum\", n1)\n", + " comp.add(\"sq\", n2)\n", + " comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + " comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + " comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + " # Eingaben\n", + " inp = SpecificInput(name=\"input\", a=1.2, b=3)\n", + "\n", + " # Direkt über Graph\n", + " out_graph = g.run({(\"sum\", \"input\"): inp})\n", + " print(\"Graph leaf outputs:\")\n", + " for (nid, port), pdata in out_graph.items():\n", + " print(nid, port, {k: v.value for k, v in pdata.md.items()})\n", + "\n", + " # Über Composite\n", + " out_comp = comp.run({\"pipeline_input\": inp})\n", + " print(\"Composite output:\")\n", + " for k, pdata in out_comp.items():\n", + " print(k, {k2: v.value for k2, v in pdata.md.items()})\n", + "\n", + " # --- DOT erzeugen ---\n", + " dot_g = g.to_dot(name=\"SumSquare\", rankdir=\"LR\")\n", + " with open(\"graph.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_g)\n", + " print(\"graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\")\n", + "\n", + " dot_c = comp.to_dot(name=\"Pipeline\", rankdir=\"LR\", include_exposed=True)\n", + " with open(\"pipeline.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_c)\n", + " print(\"pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "24127b60-e057-422b-960d-116ca91ba4e8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph leaf outputs:\n", + "sq output {'d': 17.64}\n", + "Composite output:\n", + "pipeline_output {'d': 17.64}\n", + "graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\n", + "pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field\n", + "from typing import Any, Dict, List, Mapping, MutableMapping, Optional, Protocol, Tuple, Type, TypeVar, Generic\n", + "from collections import defaultdict, deque\n", + "import math\n", + "\n", + "# Optional: Graphviz für Notebook-Visualisierung\n", + "try:\n", + " from graphviz import Source # pip install graphviz (System: apt/yum install graphviz)\n", + " _HAS_GRAPHVIZ = True\n", + "except Exception:\n", + " Source = None # type: ignore[assignment]\n", + " _HAS_GRAPHVIZ = False\n", + "\n", + "\n", + "# -------------------------\n", + "# Core Data Model\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class Attribute:\n", + " name: str\n", + " dtype: Type = object\n", + " value: Any = None\n", + " unit: str = \"\"\n", + " description: str = \"\"\n", + " label: str = \"\"\n", + " required: bool = False\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessData:\n", + " \"\"\"Container für Daten + Metadaten.\n", + "\n", + " - attrs: Map von Attributname -> Attribute\n", + " - Methoden add/get/is_complete\n", + " \"\"\"\n", + " name: str = \"data\"\n", + " attrs: Dict[str, Attribute] = field(default_factory=dict)\n", + "\n", + " def add(self, name: str, value: Any = None, dtype: Type = object, **kw) -> None:\n", + " self.attrs[name] = Attribute(name=name, value=value, dtype=dtype, **kw)\n", + "\n", + " def get(self, name: str) -> Attribute:\n", + " if name not in self.attrs:\n", + " raise KeyError(f\"Attribut '{name}' fehlt in {self.name}.\")\n", + " return self.attrs[name]\n", + "\n", + " def is_complete(self) -> bool:\n", + " for a in self.attrs.values():\n", + " if a.required and a.value is None:\n", + " return False\n", + " return True\n", + "\n", + " # Convenience: Direktzugriff via .value, .dtype\n", + " @property\n", + " def md(self) -> Mapping[str, Attribute]:\n", + " return self.attrs\n", + "\n", + "\n", + "# -------------------------\n", + "# Ports & Nodes\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class PortSpec:\n", + " name: str\n", + " dtype: Type[ProcessData] = ProcessData\n", + " optional: bool = False\n", + " many: bool = False # Mehrfach zulässig (Liste von Verbindungen)\n", + "\n", + "\n", + "I = TypeVar(\"I\", bound=ProcessData)\n", + "O = TypeVar(\"O\", bound=ProcessData)\n", + "\n", + "\n", + "class Node(Protocol):\n", + " name: str\n", + " input_ports: Mapping[str, PortSpec]\n", + " output_ports: Mapping[str, PortSpec]\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " ...\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " ...\n", + "\n", + "\n", + "@dataclass\n", + "class BaseNode:\n", + " name: str = \"Node\"\n", + " input_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + " output_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " # 1) Alle geforderten Ports vorhanden?\n", + " for pname, pspec in self.input_ports.items():\n", + " if not pspec.optional and pname not in inputs:\n", + " raise ValueError(f\"[{self.name}] Fehlender Input-Port: {pname}\")\n", + "\n", + " # 2) Typ & Vollständigkeit prüfen\n", + " for pname, pdata in inputs.items():\n", + " if pname not in self.input_ports:\n", + " raise ValueError(f\"[{self.name}] Unerwarteter Input-Port: {pname}\")\n", + " pspec = self.input_ports[pname]\n", + " if not isinstance(pdata, pspec.dtype):\n", + " raise TypeError(\n", + " f\"[{self.name}] Port '{pname}' erwartet {pspec.dtype.__name__}, bekam {type(pdata).__name__}\"\n", + " )\n", + " if not pdata.is_complete():\n", + " raise ValueError(f\"[{self.name}] Port '{pname}' ist nicht vollständig.\")\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " raise NotImplementedError\n", + "\n", + "\n", + "# -------------------------\n", + "# Beispiel-spezifische Daten & Nodes\n", + "# -------------------------\n", + "\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, name: str = \"SpecificInput\", **kwargs: Any):\n", + " super().__init__(name=name)\n", + " # Default-Attribute\n", + " self.add(\"a\", None, float, unit=\"-\", description=\"my a value\", label=\"$a$\", required=True)\n", + " self.add(\"b\", None, int, unit=\"MPa\", description=\"my b value\", label=\"$b$\", required=True)\n", + " # Werte aus kwargs setzen (vereinfachte Variante):\n", + " for k, v in kwargs.items():\n", + " if k in self.attrs:\n", + " self.attrs[k].value = v\n", + " else:\n", + " # On-the-fly Zusatzattribut\n", + " self.add(k, v)\n", + "\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "\n", + "@dataclass\n", + "class SpecificProcessNode(BaseNode):\n", + " \"\"\"c = a + b\"\"\"\n", + " def __init__(self, name: str = \"SpecificProcess\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\n", + " \"input\": PortSpec(\"input\", dtype=SpecificInput)\n", + " },\n", + " output_ports={\n", + " \"output\": PortSpec(\"output\", dtype=SpecificOutput)\n", + " }\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificInput = inputs[\"input\"] # type: ignore[assignment]\n", + " a = inp.get(\"a\").value\n", + " b = inp.get(\"b\").value\n", + " out = SpecificOutput(name=\"out\")\n", + " out.add(\"c\", a + b, float, description=\"a+b\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "@dataclass\n", + "class SquareNode(BaseNode):\n", + " \"\"\"d = c**2\"\"\"\n", + " def __init__(self, name: str = \"Square\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\"input\": PortSpec(\"input\", dtype=SpecificOutput)},\n", + " output_ports={\"output\": PortSpec(\"output\", dtype=SpecificOutput)},\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificOutput = inputs[\"input\"] # type: ignore[assignment]\n", + " c = inp.get(\"c\").value\n", + " out = SpecificOutput(name=\"out2\")\n", + " out.add(\"d\", float(c) ** 2, float, description=\"(a+b)^2\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "# -------------------------\n", + "# Prozessgraph (DAG) & Runner\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class Edge:\n", + " src_node: str\n", + " src_port: str\n", + " dst_node: str\n", + " dst_port: str\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessGraph:\n", + " nodes: Dict[str, BaseNode] = field(default_factory=dict)\n", + " edges: List[Edge] = field(default_factory=list)\n", + "\n", + " def add_node(self, node_id: str, node: BaseNode) -> None:\n", + " if node_id in self.nodes:\n", + " raise KeyError(f\"Node-ID bereits vergeben: {node_id}\")\n", + " self.nodes[node_id] = node\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " s_node, s_port = src\n", + " d_node, d_port = dst\n", + " if s_node not in self.nodes or d_node not in self.nodes:\n", + " raise KeyError(\"Quelle oder Ziel-Node unbekannt\")\n", + " self.edges.append(Edge(s_node, s_port, d_node, d_port))\n", + "\n", + " def _toposort(self, external_inputs: Dict[Tuple[str, str], ProcessData]) -> List[str]:\n", + " # Kantenstruktur: von Node -> Liste Zielknoten\n", + " outgoing: Dict[str, List[str]] = defaultdict(list)\n", + " indeg: Dict[str, int] = {nid: 0 for nid in self.nodes}\n", + "\n", + " # Indegree zählt nur Kanten, die *Pflicht*-Inputs abdecken; optional ignorieren\n", + " for e in self.edges:\n", + " outgoing[e.src_node].append(e.dst_node)\n", + " dst_node = self.nodes[e.dst_node]\n", + " pspec = dst_node.input_ports.get(e.dst_port)\n", + " if pspec and not pspec.optional:\n", + " indeg[e.dst_node] += 1\n", + "\n", + " # Externe Inputs reduzieren die Indegree-Anforderungen\n", + " for (nid, port), _ in external_inputs.items():\n", + " node = self.nodes[nid]\n", + " pspec = node.input_ports.get(port)\n", + " if pspec and not pspec.optional:\n", + " # Wenn es keine eingehende Kante für diesen Pflichtport gibt, dann gilt er als gedeckt\n", + " # (praktisch: wir behandeln externen Input wie eine Kante von einer \"Quelle\").\n", + " # Indegree auf keinen Fall unter 0 bringen.\n", + " indeg[nid] = max(0, indeg[nid] - 1)\n", + "\n", + " q = deque([nid for nid, d in indeg.items() if d == 0])\n", + " order: List[str] = []\n", + " seen = set()\n", + " while q:\n", + " u = q.popleft()\n", + " if u in seen:\n", + " continue\n", + " seen.add(u)\n", + " order.append(u)\n", + " for v in outgoing[u]:\n", + " # Only decrement if that edge feeds a required port\n", + " pspec = self.nodes[v].input_ports.get(\n", + " next((e.dst_port for e in self.edges if e.src_node == u and e.dst_node == v), \"\")\n", + " )\n", + " if pspec and not pspec.optional:\n", + " indeg[v] -= 1\n", + " if indeg[v] == 0:\n", + " q.append(v)\n", + " if len(order) != len(self.nodes):\n", + " raise RuntimeError(\"Zyklische Abhängigkeiten oder unaufgelöste Pflicht-Inputs im Graphen.\")\n", + " return order\n", + "\n", + " def run(\n", + " self,\n", + " external_inputs: Dict[Tuple[str, str], ProcessData],\n", + " wanted_outputs: Optional[List[Tuple[str, str]]] = None,\n", + " ) -> Dict[Tuple[str, str], ProcessData]:\n", + " \"\"\"Führt den DAG aus.\n", + "\n", + " external_inputs: Mapping (node_id, port_name) -> ProcessData\n", + " wanted_outputs: Liste der gewünschten Ergebnis-Ports\n", + " \"\"\"\n", + " # Eingangs-Puffer je Node/Port\n", + " inbox: Dict[str, Dict[str, ProcessData]] = defaultdict(dict)\n", + " for (nid, port), pdata in external_inputs.items():\n", + " inbox[nid][port] = pdata\n", + "\n", + " # Kantenindex src -> [(dst, dst_port, src_port)]\n", + " fanout: Dict[str, List[Tuple[str, str, str]]] = defaultdict(list)\n", + " for e in self.edges:\n", + " fanout[e.src_node].append((e.dst_node, e.dst_port, e.src_port))\n", + "\n", + " order = self._toposort(external_inputs)\n", + "\n", + " # Ausführen, sobald Inputs eines Nodes valide sind\n", + " produced: Dict[Tuple[str, str], ProcessData] = {}\n", + " for nid in order:\n", + " node = self.nodes[nid]\n", + " # Prüfen, ob für alle Pflicht-Ports Daten da sind\n", + " inputs = inbox.get(nid, {})\n", + "\n", + " # Falls Ports optional sind, stört das Fehlen nicht; validate_inputs prüft Pflichtports\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs verteilen\n", + " for oport, pdata in outputs.items():\n", + " produced[(nid, oport)] = pdata\n", + " for (dst, dport, sport) in fanout[nid]:\n", + " if sport == oport:\n", + " inbox[dst][dport] = pdata\n", + "\n", + " if wanted_outputs is None:\n", + " # Standard: Alle Leaf-Outputs liefern\n", + " # Leafs = Nodes ohne ausgehende Kanten\n", + " has_out = {e.src_node for e in self.edges}\n", + " leafs = [nid for nid in self.nodes if nid not in has_out]\n", + " wanted_outputs = []\n", + " for nid in leafs:\n", + " for op in self.nodes[nid].output_ports.keys():\n", + " wanted_outputs.append((nid, op))\n", + "\n", + " result = {key: produced[key] for key in wanted_outputs if key in produced}\n", + " return result\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\") -> str:\n", + " \"\"\"Erzeugt einen Graphviz-DOT-String für den aktuellen DAG.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + " lines.append(f\" node [shape={node_shape}];\")\n", + "\n", + " # Nodes\n", + " for nid, node in self.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + "\n", + " # Edges mit Port-Labels\n", + " for e in self.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\", *, format: str = \"svg\"):\n", + " \"\"\"Gibt ein `graphviz.Source`-Objekt zurück, ideal für Jupyter-Notebooks.\n", + " Nutzung: `display(g.to_graphviz())`\n", + " \"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, node_shape=node_shape)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# CompositeNode: Bündelt Teilprozesse zu einem Prozess\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class CompositeNode(BaseNode):\n", + " graph: ProcessGraph = field(default_factory=ProcessGraph)\n", + " # Externe Ports des Composite -> interne Node/Port\n", + " in_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + " out_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + "\n", + " def __init__(self, name: str = \"Composite\"):\n", + " super().__init__(name=name)\n", + " self.graph = ProcessGraph()\n", + " self.in_map = {}\n", + " self.out_map = {}\n", + " self.input_ports = {}\n", + " self.output_ports = {}\n", + "\n", + " def expose_input(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.in_map[external_name] = (node_id, port)\n", + " self.input_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def expose_output(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.out_map[external_name] = (node_id, port)\n", + " self.output_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def add(self, node_id: str, node: BaseNode) -> None:\n", + " self.graph.add_node(node_id, node)\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " self.graph.connect(src, dst)\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " # 1) Composite-Inputs auf interne Ziele abbilden\n", + " ext_in: Dict[Tuple[str, str], ProcessData] = {}\n", + " for ename, pdata in inputs.items():\n", + " if ename not in self.in_map:\n", + " raise KeyError(f\"[{self.name}] Unbekannter Composite-Input: {ename}\")\n", + " nid, port = self.in_map[ename]\n", + " ext_in[(nid, port)] = pdata\n", + "\n", + " # 2) Ausführen\n", + " wanted = [(nid, port) for (oname, (nid, port)) in self.out_map.items()]\n", + " produced = self.graph.run(ext_in, wanted_outputs=wanted)\n", + "\n", + " # 3) Interne Outputs auf externe Namen mappen\n", + " out: Dict[str, ProcessData] = {}\n", + " for oname, (nid, port) in self.out_map.items():\n", + " val = produced.get((nid, port))\n", + " if val is None:\n", + " raise RuntimeError(f\"[{self.name}] Erwarteter Output fehlt: {oname}\")\n", + " out[oname] = val\n", + " return out\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True) -> str:\n", + " \"\"\"DOT-String für den Composite inkl. interner Struktur und optionaler IN/OUT-Knoten.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + "\n", + " # interner Graph als Cluster\n", + " lines.append(\" subgraph cluster_internal {\")\n", + " lines.append(\" label=\\\"internal\\\";\")\n", + " lines.append(\" style=dashed;\")\n", + " lines.append(\" node [shape=box];\")\n", + "\n", + " for nid, node in self.graph.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + " for e in self.graph.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + " lines.append(\" }\")\n", + "\n", + " if include_exposed:\n", + " # Eingänge (Ellipse) -> interne Ziele\n", + " for ename, (nid, port) in self.in_map.items():\n", + " inn = f\"IN::{ename}\"\n", + " lines.append(f' \"{inn}\" [shape=oval,label=\"IN:{ename}\"];')\n", + " lines.append(f' \"{inn}\" -> \"{nid}\" [label=\"{port}\"];')\n", + " # Ausgänge: intern -> OUT-Knoten (Ellipse)\n", + " for oname, (nid, port) in self.out_map.items():\n", + " outn = f\"OUT::{oname}\"\n", + " lines.append(f' \"{outn}\" [shape=oval,label=\"OUT:{oname}\"];')\n", + " lines.append(f' \"{nid}\" -> \"{outn}\" [label=\"{port}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True, *, format: str = \"svg\"):\n", + " \"\"\"`graphviz.Source`-Objekt für Jupyter: `display(comp.to_graphviz())`\"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, include_exposed=include_exposed)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# Demo\n", + "# -------------------------\n", + "if __name__ == \"__main__\":\n", + " # Einzelne Nodes\n", + " n1 = SpecificProcessNode()\n", + " n2 = SquareNode()\n", + "\n", + " # Graph\n", + " g = ProcessGraph()\n", + " g.add_node(\"sum\", n1)\n", + " g.add_node(\"sq\", n2)\n", + " g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + " # Composite\n", + " comp = CompositeNode(name=\"Pipeline\")\n", + " comp.add(\"sum\", n1)\n", + " comp.add(\"sq\", n2)\n", + " comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + " comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + " comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + " # Eingaben\n", + " inp = SpecificInput(name=\"input\", a=1.2, b=3)\n", + "\n", + " # Direkt über Graph\n", + " out_graph = g.run({(\"sum\", \"input\"): inp})\n", + " print(\"Graph leaf outputs:\")\n", + " for (nid, port), pdata in out_graph.items():\n", + " print(nid, port, {k: v.value for k, v in pdata.md.items()})\n", + "\n", + " # Über Composite\n", + " out_comp = comp.run({\"pipeline_input\": inp})\n", + " print(\"Composite output:\")\n", + " for k, pdata in out_comp.items():\n", + " print(k, {k2: v.value for k2, v in pdata.md.items()})\n", + "\n", + " # --- DOT erzeugen ---\n", + " dot_g = g.to_dot(name=\"SumSquare\", rankdir=\"LR\")\n", + " with open(\"graph.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_g)\n", + " print(\"graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\")\n", + "\n", + " dot_c = comp.to_dot(name=\"Pipeline\", rankdir=\"LR\", include_exposed=True)\n", + " with open(\"pipeline.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_c)\n", + " print(\"pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c22fb6d1-be7f-4590-97aa-67b1702902a6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "sum\n", + "\n", + "sum\n", + "(SpecificProcessNode)\n", + "\n", + "\n", + "\n", + "sq\n", + "\n", + "sq\n", + "(SquareNode)\n", + "\n", + "\n", + "\n", + "sum->sq\n", + "\n", + "\n", + "output → input\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import display\n", + "\n", + "# Deinen Graphen bauen (siehe Demo im Canvas) …\n", + "g = ProcessGraph()\n", + "g.add_node(\"sum\", SpecificProcessNode())\n", + "g.add_node(\"sq\", SquareNode())\n", + "g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + "# Direkt anzeigen (SVG)\n", + "display(g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\"))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "a1d87b3e-88b1-4cbf-a054-3e42fe387778", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Pipeline\n", + "\n", + "\n", + "cluster_internal\n", + "\n", + "internal\n", + "\n", + "\n", + "\n", + "sum\n", + "\n", + "sum\n", + "(SpecificProcessNode)\n", + "\n", + "\n", + "\n", + "sq\n", + "\n", + "sq\n", + "(SquareNode)\n", + "\n", + "\n", + "\n", + "sum->sq\n", + "\n", + "\n", + "output → input\n", + "\n", + "\n", + "\n", + "OUT::pipeline_output\n", + "\n", + "OUT:pipeline_output\n", + "\n", + "\n", + "\n", + "sq->OUT::pipeline_output\n", + "\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "IN::pipeline_input\n", + "\n", + "IN:pipeline_input\n", + "\n", + "\n", + "\n", + "IN::pipeline_input->sum\n", + "\n", + "\n", + "input\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "comp = CompositeNode(name=\"Pipeline\")\n", + "comp.add(\"sum\", SpecificProcessNode())\n", + "comp.add(\"sq\", SquareNode())\n", + "comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + "comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + "display(comp.to_graphviz(name=\"Pipeline\", include_exposed=True, rankdir=\"TD\"))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "be206b48-e56e-4996-9e4e-9ebade38f704", + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "unterminated string literal (detected at line 329) (4098526843.py, line 329)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[13], line 329\u001b[0;36m\u001b[0m\n\u001b[0;31m return \"\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unterminated string literal (detected at line 329)\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field\n", + "from typing import Any, Dict, List, Mapping, MutableMapping, Optional, Protocol, Tuple, Type, TypeVar, Generic\n", + "from collections import defaultdict, deque\n", + "import math\n", + "\n", + "# Optional: Graphviz für Notebook-Visualisierung\n", + "try:\n", + " from graphviz import Source # pip install graphviz (System: apt/yum install graphviz)\n", + " _HAS_GRAPHVIZ = True\n", + "except Exception:\n", + " Source = None # type: ignore[assignment]\n", + " _HAS_GRAPHVIZ = False\n", + "\n", + "\n", + "# -------------------------\n", + "# Core Data Model\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class Attribute:\n", + " name: str\n", + " dtype: Type = object\n", + " value: Any = None\n", + " unit: str = \"\"\n", + " description: str = \"\"\n", + " label: str = \"\"\n", + " required: bool = False\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessData:\n", + " \"\"\"Container für Daten + Metadaten.\n", + "\n", + " - attrs: Map von Attributname -> Attribute\n", + " - Methoden add/get/is_complete\n", + " \"\"\"\n", + " name: str = \"data\"\n", + " attrs: Dict[str, Attribute] = field(default_factory=dict)\n", + "\n", + " def add(self, name: str, value: Any = None, dtype: Type = object, **kw) -> None:\n", + " self.attrs[name] = Attribute(name=name, value=value, dtype=dtype, **kw)\n", + "\n", + " def get(self, name: str) -> Attribute:\n", + " if name not in self.attrs:\n", + " raise KeyError(f\"Attribut '{name}' fehlt in {self.name}.\")\n", + " return self.attrs[name]\n", + "\n", + " def is_complete(self) -> bool:\n", + " for a in self.attrs.values():\n", + " if a.required and a.value is None:\n", + " return False\n", + " return True\n", + "\n", + " # Convenience: Direktzugriff via .value, .dtype\n", + " @property\n", + " def md(self) -> Mapping[str, Attribute]:\n", + " return self.attrs\n", + "\n", + "\n", + "# -------------------------\n", + "# Ports & Nodes\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class PortSpec:\n", + " name: str\n", + " dtype: Type[ProcessData] = ProcessData\n", + " optional: bool = False\n", + " many: bool = False # Mehrfach zulässig (Liste von Verbindungen)\n", + "\n", + "\n", + "I = TypeVar(\"I\", bound=ProcessData)\n", + "O = TypeVar(\"O\", bound=ProcessData)\n", + "\n", + "\n", + "class Node(Protocol):\n", + " name: str\n", + " input_ports: Mapping[str, PortSpec]\n", + " output_ports: Mapping[str, PortSpec]\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " ...\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " ...\n", + "\n", + "\n", + "@dataclass\n", + "class BaseNode:\n", + " name: str = \"Node\"\n", + " input_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + " output_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " # 1) Alle geforderten Ports vorhanden?\n", + " for pname, pspec in self.input_ports.items():\n", + " if not pspec.optional and pname not in inputs:\n", + " raise ValueError(f\"[{self.name}] Fehlender Input-Port: {pname}\")\n", + "\n", + " # 2) Typ & Vollständigkeit prüfen\n", + " for pname, pdata in inputs.items():\n", + " if pname not in self.input_ports:\n", + " raise ValueError(f\"[{self.name}] Unerwarteter Input-Port: {pname}\")\n", + " pspec = self.input_ports[pname]\n", + " if not isinstance(pdata, pspec.dtype):\n", + " raise TypeError(\n", + " f\"[{self.name}] Port '{pname}' erwartet {pspec.dtype.__name__}, bekam {type(pdata).__name__}\"\n", + " )\n", + " if not pdata.is_complete():\n", + " raise ValueError(f\"[{self.name}] Port '{pname}' ist nicht vollständig.\")\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " raise NotImplementedError\n", + "\n", + "\n", + "# -------------------------\n", + "# Beispiel-spezifische Daten & Nodes\n", + "# -------------------------\n", + "\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, name: str = \"SpecificInput\", **kwargs: Any):\n", + " super().__init__(name=name)\n", + " # Default-Attribute\n", + " self.add(\"a\", None, float, unit=\"-\", description=\"my a value\", label=\"$a$\", required=True)\n", + " self.add(\"b\", None, int, unit=\"MPa\", description=\"my b value\", label=\"$b$\", required=True)\n", + " # Werte aus kwargs setzen (vereinfachte Variante):\n", + " for k, v in kwargs.items():\n", + " if k in self.attrs:\n", + " self.attrs[k].value = v\n", + " else:\n", + " # On-the-fly Zusatzattribut\n", + " self.add(k, v)\n", + "\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "\n", + "@dataclass\n", + "class SpecificProcessNode(BaseNode):\n", + " \"\"\"c = a + b\"\"\"\n", + " def __init__(self, name: str = \"SpecificProcess\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\n", + " \"input\": PortSpec(\"input\", dtype=SpecificInput)\n", + " },\n", + " output_ports={\n", + " \"output\": PortSpec(\"output\", dtype=SpecificOutput)\n", + " }\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificInput = inputs[\"input\"] # type: ignore[assignment]\n", + " a = inp.get(\"a\").value\n", + " b = inp.get(\"b\").value\n", + " out = SpecificOutput(name=\"out\")\n", + " out.add(\"c\", a + b, float, description=\"a+b\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "@dataclass\n", + "class SquareNode(BaseNode):\n", + " \"\"\"d = c**2\"\"\"\n", + " def __init__(self, name: str = \"Square\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\"input\": PortSpec(\"input\", dtype=SpecificOutput)},\n", + " output_ports={\"output\": PortSpec(\"output\", dtype=SpecificOutput)},\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificOutput = inputs[\"input\"] # type: ignore[assignment]\n", + " c = inp.get(\"c\").value\n", + " out = SpecificOutput(name=\"out2\")\n", + " out.add(\"d\", float(c) ** 2, float, description=\"(a+b)^2\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "# -------------------------\n", + "# Prozessgraph (DAG) & Runner\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class Edge:\n", + " src_node: str\n", + " src_port: str\n", + " dst_node: str\n", + " dst_port: str\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessGraph:\n", + " nodes: Dict[str, BaseNode] = field(default_factory=dict)\n", + " edges: List[Edge] = field(default_factory=list)\n", + "\n", + " def add_node(self, node_id: str, node: BaseNode) -> None:\n", + " if node_id in self.nodes:\n", + " raise KeyError(f\"Node-ID bereits vergeben: {node_id}\")\n", + " self.nodes[node_id] = node\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " s_node, s_port = src\n", + " d_node, d_port = dst\n", + " if s_node not in self.nodes or d_node not in self.nodes:\n", + " raise KeyError(\"Quelle oder Ziel-Node unbekannt\")\n", + " self.edges.append(Edge(s_node, s_port, d_node, d_port))\n", + "\n", + " def _toposort(self, external_inputs: Dict[Tuple[str, str], ProcessData]) -> List[str]:\n", + " # Kantenstruktur: von Node -> Liste Zielknoten\n", + " outgoing: Dict[str, List[str]] = defaultdict(list)\n", + " indeg: Dict[str, int] = {nid: 0 for nid in self.nodes}\n", + "\n", + " # Indegree zählt nur Kanten, die *Pflicht*-Inputs abdecken; optional ignorieren\n", + " for e in self.edges:\n", + " outgoing[e.src_node].append(e.dst_node)\n", + " dst_node = self.nodes[e.dst_node]\n", + " pspec = dst_node.input_ports.get(e.dst_port)\n", + " if pspec and not pspec.optional:\n", + " indeg[e.dst_node] += 1\n", + "\n", + " # Externe Inputs reduzieren die Indegree-Anforderungen\n", + " for (nid, port), _ in external_inputs.items():\n", + " node = self.nodes[nid]\n", + " pspec = node.input_ports.get(port)\n", + " if pspec and not pspec.optional:\n", + " # Wenn es keine eingehende Kante für diesen Pflichtport gibt, dann gilt er als gedeckt\n", + " # (praktisch: wir behandeln externen Input wie eine Kante von einer \"Quelle\").\n", + " # Indegree auf keinen Fall unter 0 bringen.\n", + " indeg[nid] = max(0, indeg[nid] - 1)\n", + "\n", + " q = deque([nid for nid, d in indeg.items() if d == 0])\n", + " order: List[str] = []\n", + " seen = set()\n", + " while q:\n", + " u = q.popleft()\n", + " if u in seen:\n", + " continue\n", + " seen.add(u)\n", + " order.append(u)\n", + " for v in outgoing[u]:\n", + " # Only decrement if that edge feeds a required port\n", + " pspec = self.nodes[v].input_ports.get(\n", + " next((e.dst_port for e in self.edges if e.src_node == u and e.dst_node == v), \"\")\n", + " )\n", + " if pspec and not pspec.optional:\n", + " indeg[v] -= 1\n", + " if indeg[v] == 0:\n", + " q.append(v)\n", + " if len(order) != len(self.nodes):\n", + " raise RuntimeError(\"Zyklische Abhängigkeiten oder unaufgelöste Pflicht-Inputs im Graphen.\")\n", + " return order\n", + "\n", + " def run(\n", + " self,\n", + " external_inputs: Dict[Tuple[str, str], ProcessData],\n", + " wanted_outputs: Optional[List[Tuple[str, str]]] = None,\n", + " ) -> Dict[Tuple[str, str], ProcessData]:\n", + " \"\"\"Führt den DAG aus.\n", + "\n", + " external_inputs: Mapping (node_id, port_name) -> ProcessData\n", + " wanted_outputs: Liste der gewünschten Ergebnis-Ports\n", + " \"\"\"\n", + " # Eingangs-Puffer je Node/Port\n", + " inbox: Dict[str, Dict[str, ProcessData]] = defaultdict(dict)\n", + " for (nid, port), pdata in external_inputs.items():\n", + " inbox[nid][port] = pdata\n", + "\n", + " # Kantenindex src -> [(dst, dst_port, src_port)]\n", + " fanout: Dict[str, List[Tuple[str, str, str]]] = defaultdict(list)\n", + " for e in self.edges:\n", + " fanout[e.src_node].append((e.dst_node, e.dst_port, e.src_port))\n", + "\n", + " order = self._toposort(external_inputs)\n", + "\n", + " # Ausführen, sobald Inputs eines Nodes valide sind\n", + " produced: Dict[Tuple[str, str], ProcessData] = {}\n", + " for nid in order:\n", + " node = self.nodes[nid]\n", + " # Prüfen, ob für alle Pflicht-Ports Daten da sind\n", + " inputs = inbox.get(nid, {})\n", + "\n", + " # Falls Ports optional sind, stört das Fehlen nicht; validate_inputs prüft Pflichtports\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs verteilen\n", + " for oport, pdata in outputs.items():\n", + " produced[(nid, oport)] = pdata\n", + " for (dst, dport, sport) in fanout[nid]:\n", + " if sport == oport:\n", + " inbox[dst][dport] = pdata\n", + "\n", + " if wanted_outputs is None:\n", + " # Standard: Alle Leaf-Outputs liefern\n", + " # Leafs = Nodes ohne ausgehende Kanten\n", + " has_out = {e.src_node for e in self.edges}\n", + " leafs = [nid for nid in self.nodes if nid not in has_out]\n", + " wanted_outputs = []\n", + " for nid in leafs:\n", + " for op in self.nodes[nid].output_ports.keys():\n", + " wanted_outputs.append((nid, op))\n", + "\n", + " result = {key: produced[key] for key in wanted_outputs if key in produced}\n", + " return result\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\") -> str:\n", + " \"\"\"Erzeugt einen Graphviz-DOT-String für den aktuellen DAG.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + " lines.append(f\" node [shape={node_shape}];\")\n", + "\n", + " # Nodes\n", + " for nid, node in self.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + "\n", + " # Edges mit Port-Labels\n", + " for e in self.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\", *, format: str = \"svg\"):\n", + " \"\"\"Gibt ein `graphviz.Source`-Objekt zurück, ideal für Jupyter-Notebooks.\n", + " Nutzung: `display(g.to_graphviz())`\n", + " \"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, node_shape=node_shape)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# CompositeNode: Bündelt Teilprozesse zu einem Prozess\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class CompositeNode(BaseNode):\n", + " graph: ProcessGraph = field(default_factory=ProcessGraph)\n", + " # Externe Ports des Composite -> interne Node/Port\n", + " in_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + " out_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + "\n", + " def __init__(self, name: str = \"Composite\"):\n", + " super().__init__(name=name)\n", + " self.graph = ProcessGraph()\n", + " self.in_map = {}\n", + " self.out_map = {}\n", + " self.input_ports = {}\n", + " self.output_ports = {}\n", + "\n", + " def expose_input(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.in_map[external_name] = (node_id, port)\n", + " self.input_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def expose_output(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.out_map[external_name] = (node_id, port)\n", + " self.output_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def add(self, node_id: str, node: BaseNode) -> None:\n", + " self.graph.add_node(node_id, node)\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " self.graph.connect(src, dst)\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " # 1) Composite-Inputs auf interne Ziele abbilden\n", + " ext_in: Dict[Tuple[str, str], ProcessData] = {}\n", + " for ename, pdata in inputs.items():\n", + " if ename not in self.in_map:\n", + " raise KeyError(f\"[{self.name}] Unbekannter Composite-Input: {ename}\")\n", + " nid, port = self.in_map[ename]\n", + " ext_in[(nid, port)] = pdata\n", + "\n", + " # 2) Ausführen\n", + " wanted = [(nid, port) for (oname, (nid, port)) in self.out_map.items()]\n", + " produced = self.graph.run(ext_in, wanted_outputs=wanted)\n", + "\n", + " # 3) Interne Outputs auf externe Namen mappen\n", + " out: Dict[str, ProcessData] = {}\n", + " for oname, (nid, port) in self.out_map.items():\n", + " val = produced.get((nid, port))\n", + " if val is None:\n", + " raise RuntimeError(f\"[{self.name}] Erwarteter Output fehlt: {oname}\")\n", + " out[oname] = val\n", + " return out\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True) -> str:\n", + " \"\"\"DOT-String für den Composite inkl. interner Struktur und optionaler IN/OUT-Knoten.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + "\n", + " # interner Graph als Cluster\n", + " lines.append(\" subgraph cluster_internal {\")\n", + " lines.append(\" label=\\\"internal\\\";\")\n", + " lines.append(\" style=dashed;\")\n", + " lines.append(\" node [shape=box];\")\n", + "\n", + " for nid, node in self.graph.nodes.items():\n", + " label = f\"{nid}\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + " for e in self.graph.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + " lines.append(\" }\")\n", + "\n", + " if include_exposed:\n", + " # Eingänge (Ellipse) -> interne Ziele\n", + " for ename, (nid, port) in self.in_map.items():\n", + " inn = f\"IN::{ename}\"\n", + " lines.append(f' \"{inn}\" [shape=oval,label=\"IN:{ename}\"];')\n", + " lines.append(f' \"{inn}\" -> \"{nid}\" [label=\"{port}\"];')\n", + " # Ausgänge: intern -> OUT-Knoten (Ellipse)\n", + " for oname, (nid, port) in self.out_map.items():\n", + " outn = f\"OUT::{oname}\"\n", + " lines.append(f' \"{outn}\" [shape=oval,label=\"OUT:{oname}\"];')\n", + " lines.append(f' \"{nid}\" -> \"{outn}\" [label=\"{port}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True, *, format: str = \"svg\"):\n", + " \"\"\"`graphviz.Source`-Objekt für Jupyter: `display(comp.to_graphviz())`\"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, include_exposed=include_exposed)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# Demo\n", + "# -------------------------\n", + "if __name__ == \"__main__\":\n", + " # Einzelne Nodes\n", + " n1 = SpecificProcessNode()\n", + " n2 = SquareNode()\n", + "\n", + " # Graph\n", + " g = ProcessGraph()\n", + " g.add_node(\"sum\", n1)\n", + " g.add_node(\"sq\", n2)\n", + " g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + " # Composite\n", + " comp = CompositeNode(name=\"Pipeline\")\n", + " comp.add(\"sum\", n1)\n", + " comp.add(\"sq\", n2)\n", + " comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + " comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + " comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + " # Eingaben\n", + " inp = SpecificInput(name=\"input\", a=1.2, b=3)\n", + "\n", + " # Direkt über Graph\n", + " out_graph = g.run({(\"sum\", \"input\"): inp})\n", + " print(\"Graph leaf outputs:\")\n", + " for (nid, port), pdata in out_graph.items():\n", + " print(nid, port, {k: v.value for k, v in pdata.md.items()})\n", + "\n", + " # Über Composite\n", + " out_comp = comp.run({\"pipeline_input\": inp})\n", + " print(\"Composite output:\")\n", + " for k, pdata in out_comp.items():\n", + " print(k, {k2: v.value for k2, v in pdata.md.items()})\n", + "\n", + " # --- DOT erzeugen ---\n", + " dot_g = g.to_dot(name=\"SumSquare\", rankdir=\"LR\")\n", + " with open(\"graph.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_g)\n", + " print(\"graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\")\n", + "\n", + " dot_c = comp.to_dot(name=\"Pipeline\", rankdir=\"LR\", include_exposed=True)\n", + " with open(\"pipeline.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_c)\n", + " print(\"pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "7bd0e2f8-08d1-4c6e-87e4-37fc8e579bd4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Graph leaf outputs:\n", + "sq output {'d': 17.64}\n", + "Composite output:\n", + "pipeline_output {'d': 17.64}\n", + "graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\n", + "pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\n", + "DataFlowGraph results:\n", + "sum.out.output {'c': 4.2}\n", + "sq.out.output {'d': 17.64}\n", + "dataflow.dot geschrieben. → dot -Tsvg dataflow.dot -o dataflow.svg\n", + "Alle Tests OK.\n" + ] + } + ], + "source": [ + "from __future__ import annotations\n", + "from dataclasses import dataclass, field\n", + "from typing import Any, Dict, List, Mapping, MutableMapping, Optional, Protocol, Tuple, Type, TypeVar, Generic, Literal\n", + "from collections import defaultdict, deque\n", + "import math\n", + "\n", + "# Optional: Graphviz für Notebook-Visualisierung\n", + "try:\n", + " from graphviz import Source # pip install graphviz (System: apt/yum install graphviz)\n", + " _HAS_GRAPHVIZ = True\n", + "except Exception:\n", + " Source = None # type: ignore[assignment]\n", + " _HAS_GRAPHVIZ = False\n", + "\n", + "\n", + "# -------------------------\n", + "# Core Data Model\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class Attribute:\n", + " name: str\n", + " dtype: Type = object\n", + " value: Any = None\n", + " unit: str = \"\"\n", + " description: str = \"\"\n", + " label: str = \"\"\n", + " required: bool = False\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessData:\n", + " \"\"\"Container für Daten + Metadaten.\n", + "\n", + " - attrs: Map von Attributname -> Attribute\n", + " - Methoden add/get/is_complete\n", + " \"\"\"\n", + " name: str = \"data\"\n", + " attrs: Dict[str, Attribute] = field(default_factory=dict)\n", + "\n", + " def add(self, name: str, value: Any = None, dtype: Type = object, **kw) -> None:\n", + " self.attrs[name] = Attribute(name=name, value=value, dtype=dtype, **kw)\n", + "\n", + " def get(self, name: str) -> Attribute:\n", + " if name not in self.attrs:\n", + " raise KeyError(f\"Attribut '{name}' fehlt in {self.name}.\")\n", + " return self.attrs[name]\n", + "\n", + " def is_complete(self) -> bool:\n", + " for a in self.attrs.values():\n", + " if a.required and a.value is None:\n", + " return False\n", + " return True\n", + "\n", + " # Convenience: Direktzugriff via .value, .dtype\n", + " @property\n", + " def md(self) -> Mapping[str, Attribute]:\n", + " return self.attrs\n", + "\n", + "\n", + "# -------------------------\n", + "# Ports & Nodes\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class PortSpec:\n", + " name: str\n", + " dtype: Type[ProcessData] = ProcessData\n", + " optional: bool = False\n", + " many: bool = False # Mehrfach zulässig (Liste von Verbindungen)\n", + "\n", + "\n", + "I = TypeVar(\"I\", bound=ProcessData)\n", + "O = TypeVar(\"O\", bound=ProcessData)\n", + "\n", + "\n", + "class Node(Protocol):\n", + " name: str\n", + " input_ports: Mapping[str, PortSpec]\n", + " output_ports: Mapping[str, PortSpec]\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " ...\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " ...\n", + "\n", + "\n", + "@dataclass\n", + "class BaseNode:\n", + " name: str = \"Node\"\n", + " input_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + " output_ports: Dict[str, PortSpec] = field(default_factory=dict)\n", + "\n", + " def validate_inputs(self, inputs: Mapping[str, ProcessData]) -> None:\n", + " # 1) Alle geforderten Ports vorhanden?\n", + " for pname, pspec in self.input_ports.items():\n", + " if not pspec.optional and pname not in inputs:\n", + " raise ValueError(f\"[{self.name}] Fehlender Input-Port: {pname}\")\n", + "\n", + " # 2) Typ & Vollständigkeit prüfen\n", + " for pname, pdata in inputs.items():\n", + " if pname not in self.input_ports:\n", + " raise ValueError(f\"[{self.name}] Unerwarteter Input-Port: {pname}\")\n", + " pspec = self.input_ports[pname]\n", + " if not isinstance(pdata, pspec.dtype):\n", + " raise TypeError(\n", + " f\"[{self.name}] Port '{pname}' erwartet {pspec.dtype.__name__}, bekam {type(pdata).__name__}\"\n", + " )\n", + " if not pdata.is_complete():\n", + " raise ValueError(f\"[{self.name}] Port '{pname}' ist nicht vollständig.\")\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " raise NotImplementedError\n", + "\n", + "\n", + "# -------------------------\n", + "# Beispiel-spezifische Daten & Nodes\n", + "# -------------------------\n", + "\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, name: str = \"SpecificInput\", **kwargs: Any):\n", + " super().__init__(name=name)\n", + " # Default-Attribute\n", + " self.add(\"a\", None, float, unit=\"-\", description=\"my a value\", label=\"$a$\", required=True)\n", + " self.add(\"b\", None, int, unit=\"MPa\", description=\"my b value\", label=\"$b$\", required=True)\n", + " # Werte aus kwargs setzen (vereinfachte Variante):\n", + " for k, v in kwargs.items():\n", + " if k in self.attrs:\n", + " self.attrs[k].value = v\n", + " else:\n", + " # On-the-fly Zusatzattribut\n", + " self.add(k, v)\n", + "\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "\n", + "@dataclass\n", + "class SpecificProcessNode(BaseNode):\n", + " \"\"\"c = a + b\"\"\"\n", + " def __init__(self, name: str = \"SpecificProcess\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\n", + " \"input\": PortSpec(\"input\", dtype=SpecificInput)\n", + " },\n", + " output_ports={\n", + " \"output\": PortSpec(\"output\", dtype=SpecificOutput)\n", + " }\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificInput = inputs[\"input\"] # type: ignore[assignment]\n", + " a = inp.get(\"a\").value\n", + " b = inp.get(\"b\").value\n", + " out = SpecificOutput(name=\"out\")\n", + " out.add(\"c\", a + b, float, description=\"a+b\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "@dataclass\n", + "class SquareNode(BaseNode):\n", + " \"\"\"d = c**2\"\"\"\n", + " def __init__(self, name: str = \"Square\"):\n", + " super().__init__(\n", + " name=name,\n", + " input_ports={\"input\": PortSpec(\"input\", dtype=SpecificOutput)},\n", + " output_ports={\"output\": PortSpec(\"output\", dtype=SpecificOutput)},\n", + " )\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " self.validate_inputs(inputs)\n", + " inp: SpecificOutput = inputs[\"input\"] # type: ignore[assignment]\n", + " c = inp.get(\"c\").value\n", + " out = SpecificOutput(name=\"out2\")\n", + " out.add(\"d\", float(c) ** 2, float, description=\"(a+b)^2\")\n", + " return {\"output\": out}\n", + "\n", + "\n", + "# -------------------------\n", + "# Prozessgraph (DAG) & Runner\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class Edge:\n", + " src_node: str\n", + " src_port: str\n", + " dst_node: str\n", + " dst_port: str\n", + "\n", + "\n", + "@dataclass\n", + "class ProcessGraph:\n", + " nodes: Dict[str, BaseNode] = field(default_factory=dict)\n", + " edges: List[Edge] = field(default_factory=list)\n", + "\n", + " def add_node(self, node_id: str, node: BaseNode) -> None:\n", + " if node_id in self.nodes:\n", + " raise KeyError(f\"Node-ID bereits vergeben: {node_id}\")\n", + " self.nodes[node_id] = node\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " s_node, s_port = src\n", + " d_node, d_port = dst\n", + " if s_node not in self.nodes or d_node not in self.nodes:\n", + " raise KeyError(\"Quelle oder Ziel-Node unbekannt\")\n", + " self.edges.append(Edge(s_node, s_port, d_node, d_port))\n", + "\n", + " def _toposort(self, external_inputs: Dict[Tuple[str, str], ProcessData]) -> List[str]:\n", + " # Kantenstruktur: von Node -> Liste Zielknoten\n", + " outgoing: Dict[str, List[str]] = defaultdict(list)\n", + " indeg: Dict[str, int] = {nid: 0 for nid in self.nodes}\n", + "\n", + " # Indegree zählt nur Kanten, die *Pflicht*-Inputs abdecken; optional ignorieren\n", + " for e in self.edges:\n", + " outgoing[e.src_node].append(e.dst_node)\n", + " dst_node = self.nodes[e.dst_node]\n", + " pspec = dst_node.input_ports.get(e.dst_port)\n", + " if pspec and not pspec.optional:\n", + " indeg[e.dst_node] += 1\n", + "\n", + " # Externe Inputs reduzieren die Indegree-Anforderungen\n", + " for (nid, port), _ in external_inputs.items():\n", + " node = self.nodes[nid]\n", + " pspec = node.input_ports.get(port)\n", + " if pspec and not pspec.optional:\n", + " # Wenn es keine eingehende Kante für diesen Pflichtport gibt, dann gilt er als gedeckt\n", + " # (praktisch: wir behandeln externen Input wie eine Kante von einer \"Quelle\").\n", + " # Indegree auf keinen Fall unter 0 bringen.\n", + " indeg[nid] = max(0, indeg[nid] - 1)\n", + "\n", + " q = deque([nid for nid, d in indeg.items() if d == 0])\n", + " order: List[str] = []\n", + " seen = set()\n", + " while q:\n", + " u = q.popleft()\n", + " if u in seen:\n", + " continue\n", + " seen.add(u)\n", + " order.append(u)\n", + " for v in outgoing[u]:\n", + " # Only decrement if that edge feeds a required port\n", + " pspec = self.nodes[v].input_ports.get(\n", + " next((e.dst_port for e in self.edges if e.src_node == u and e.dst_node == v), \"\")\n", + " )\n", + " if pspec and not pspec.optional:\n", + " indeg[v] -= 1\n", + " if indeg[v] == 0:\n", + " q.append(v)\n", + " if len(order) != len(self.nodes):\n", + " raise RuntimeError(\"Zyklische Abhängigkeiten oder unaufgelöste Pflicht-Inputs im Graphen.\")\n", + " return order\n", + "\n", + " def run(\n", + " self,\n", + " external_inputs: Dict[Tuple[str, str], ProcessData],\n", + " wanted_outputs: Optional[List[Tuple[str, str]]] = None,\n", + " ) -> Dict[Tuple[str, str], ProcessData]:\n", + " \"\"\"Führt den DAG aus.\n", + "\n", + " external_inputs: Mapping (node_id, port_name) -> ProcessData\n", + " wanted_outputs: Liste der gewünschten Ergebnis-Ports\n", + " \"\"\"\n", + " # Eingangs-Puffer je Node/Port\n", + " inbox: Dict[str, Dict[str, ProcessData]] = defaultdict(dict)\n", + " for (nid, port), pdata in external_inputs.items():\n", + " inbox[nid][port] = pdata\n", + "\n", + " # Kantenindex src -> [(dst, dst_port, src_port)]\n", + " fanout: Dict[str, List[Tuple[str, str, str]]] = defaultdict(list)\n", + " for e in self.edges:\n", + " fanout[e.src_node].append((e.dst_node, e.dst_port, e.src_port))\n", + "\n", + " order = self._toposort(external_inputs)\n", + "\n", + " # Ausführen, sobald Inputs eines Nodes valide sind\n", + " produced: Dict[Tuple[str, str], ProcessData] = {}\n", + " for nid in order:\n", + " node = self.nodes[nid]\n", + " # Prüfen, ob für alle Pflicht-Ports Daten da sind\n", + " inputs = inbox.get(nid, {})\n", + "\n", + " # Falls Ports optional sind, stört das Fehlen nicht; validate_inputs prüft Pflichtports\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs verteilen\n", + " for oport, pdata in outputs.items():\n", + " produced[(nid, oport)] = pdata\n", + " for (dst, dport, sport) in fanout[nid]:\n", + " if sport == oport:\n", + " inbox[dst][dport] = pdata\n", + "\n", + " if wanted_outputs is None:\n", + " # Standard: Alle Leaf-Outputs liefern\n", + " # Leafs = Nodes ohne ausgehende Kanten\n", + " has_out = {e.src_node for e in self.edges}\n", + " leafs = [nid for nid in self.nodes if nid not in has_out]\n", + " wanted_outputs = []\n", + " for nid in leafs:\n", + " for op in self.nodes[nid].output_ports.keys():\n", + " wanted_outputs.append((nid, op))\n", + "\n", + " result = {key: produced[key] for key in wanted_outputs if key in produced}\n", + " return result\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\") -> str:\n", + " \"\"\"Erzeugt einen Graphviz-DOT-String für den aktuellen DAG.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + " lines.append(f\" node [shape={node_shape}];\")\n", + "\n", + " # Nodes\n", + " for nid, node in self.nodes.items():\n", + " label = f\"{nid}\\\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + "\n", + " # Edges mit Port-Labels\n", + " for e in self.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"ProcessGraph\", rankdir: str = \"LR\", node_shape: str = \"box\", *, format: str = \"svg\"):\n", + " \"\"\"Gibt ein `graphviz.Source`-Objekt zurück, ideal für Jupyter-Notebooks.\n", + " Nutzung: `display(g.to_graphviz())`\n", + " \"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, node_shape=node_shape)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# CompositeNode: Bündelt Teilprozesse zu einem Prozess\n", + "# -------------------------\n", + "\n", + "@dataclass\n", + "class CompositeNode(BaseNode):\n", + " graph: ProcessGraph = field(default_factory=ProcessGraph)\n", + " # Externe Ports des Composite -> interne Node/Port\n", + " in_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + " out_map: Dict[str, Tuple[str, str]] = field(default_factory=dict)\n", + "\n", + " def __init__(self, name: str = \"Composite\"):\n", + " super().__init__(name=name)\n", + " self.graph = ProcessGraph()\n", + " self.in_map = {}\n", + " self.out_map = {}\n", + " self.input_ports = {}\n", + " self.output_ports = {}\n", + "\n", + " def expose_input(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.in_map[external_name] = (node_id, port)\n", + " self.input_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def expose_output(self, external_name: str, node_id: str, port: str, dtype: Type[ProcessData]) -> None:\n", + " self.out_map[external_name] = (node_id, port)\n", + " self.output_ports[external_name] = PortSpec(external_name, dtype=dtype)\n", + "\n", + " def add(self, node_id: str, node: BaseNode) -> None:\n", + " self.graph.add_node(node_id, node)\n", + "\n", + " def connect(self, src: Tuple[str, str], dst: Tuple[str, str]) -> None:\n", + " self.graph.connect(src, dst)\n", + "\n", + " def run(self, inputs: Mapping[str, ProcessData]) -> Dict[str, ProcessData]:\n", + " # 1) Composite-Inputs auf interne Ziele abbilden\n", + " ext_in: Dict[Tuple[str, str], ProcessData] = {}\n", + " for ename, pdata in inputs.items():\n", + " if ename not in self.in_map:\n", + " raise KeyError(f\"[{self.name}] Unbekannter Composite-Input: {ename}\")\n", + " nid, port = self.in_map[ename]\n", + " ext_in[(nid, port)] = pdata\n", + "\n", + " # 2) Ausführen\n", + " wanted = [(nid, port) for (oname, (nid, port)) in self.out_map.items()]\n", + " produced = self.graph.run(ext_in, wanted_outputs=wanted)\n", + "\n", + " # 3) Interne Outputs auf externe Namen mappen\n", + " out: Dict[str, ProcessData] = {}\n", + " for oname, (nid, port) in self.out_map.items():\n", + " val = produced.get((nid, port))\n", + " if val is None:\n", + " raise RuntimeError(f\"[{self.name}] Erwarteter Output fehlt: {oname}\")\n", + " out[oname] = val\n", + " return out\n", + "\n", + " # --- DOT/Graphviz ---\n", + " def to_dot(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True) -> str:\n", + " \"\"\"DOT-String für den Composite inkl. interner Struktur und optionaler IN/OUT-Knoten.\"\"\"\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + "\n", + " # interner Graph als Cluster\n", + " lines.append(\" subgraph cluster_internal {\")\n", + " lines.append(\" label=\\\"internal\\\";\")\n", + " lines.append(\" style=dashed;\")\n", + " lines.append(\" node [shape=box];\")\n", + "\n", + " for nid, node in self.graph.nodes.items():\n", + " label = f\"{nid}\\\\n({node.__class__.__name__})\"\n", + " lines.append(f' \"{nid}\" [label=\"{label}\"];')\n", + " for e in self.graph.edges:\n", + " elabel = f\"{e.src_port} → {e.dst_port}\"\n", + " lines.append(f' \"{e.src_node}\" -> \"{e.dst_node}\" [label=\"{elabel}\"];')\n", + " lines.append(\" }\")\n", + "\n", + " if include_exposed:\n", + " # Eingänge (Ellipse) -> interne Ziele\n", + " for ename, (nid, port) in self.in_map.items():\n", + " inn = f\"IN::{ename}\"\n", + " lines.append(f' \"{inn}\" [shape=oval,label=\"IN:{ename}\"];')\n", + " lines.append(f' \"{inn}\" -> \"{nid}\" [label=\"{port}\"];')\n", + " # Ausgänge: intern -> OUT-Knoten (Ellipse)\n", + " for oname, (nid, port) in self.out_map.items():\n", + " outn = f\"OUT::{oname}\"\n", + " lines.append(f' \"{outn}\" [shape=oval,label=\"OUT:{oname}\"];')\n", + " lines.append(f' \"{nid}\" -> \"{outn}\" [label=\"{port}\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"Composite\", rankdir: str = \"LR\", include_exposed: bool = True, *, format: str = \"svg\"):\n", + " \"\"\"`graphviz.Source`-Objekt für Jupyter: `display(comp.to_graphviz())`\"\"\"\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir, include_exposed=include_exposed)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# Bipartiter Daten/Prozess-Graph (DataFlowGraph)\n", + "# -------------------------\n", + "\n", + "@dataclass(frozen=True)\n", + "class DataVertex:\n", + " id: str\n", + " role: Literal[\"in\", \"out\", \"free\"] = \"free\" # \"in\"/\"out\" sind an Knotenports gebunden\n", + " owner: Optional[str] = None # zugehöriger Prozessknoten (proc_id)\n", + " port: Optional[str] = None # Portname am Prozessknoten\n", + " dtype: Type[ProcessData] = ProcessData\n", + "\n", + "\n", + "@dataclass\n", + "class DataFlowGraph:\n", + " \"\"\"Bipartiter Graph: Datenknoten und Prozessknoten als separate Knoten.\n", + "\n", + " Kanten:\n", + " - Data → Proc (Verbrauch: befüllt Input-Port)\n", + " - Proc → Data (Produktion: erzeugt Output-Port)\n", + " - Data → Data (Verschaltung zwischen Prozessen: Outputdaten → Inputdaten)\n", + " \"\"\"\n", + " procs: Dict[str, BaseNode] = field(default_factory=dict)\n", + " data: Dict[str, DataVertex] = field(default_factory=dict)\n", + "\n", + " # Edges\n", + " consume: List[Tuple[str, str, str]] = field(default_factory=list) # (data_id, proc_id, in_port)\n", + " produce: List[Tuple[str, str, str]] = field(default_factory=list) # (proc_id, out_port, data_id)\n", + " dlinks: List[Tuple[str, str]] = field(default_factory=list) # (data_src_id, data_dst_id)\n", + "\n", + " # ---- Konstruktion\n", + " def add_proc(self, proc_id: str, node: BaseNode) -> None:\n", + " if proc_id in self.procs:\n", + " raise KeyError(f\"Prozess-ID bereits vergeben: {proc_id}\")\n", + " self.procs[proc_id] = node\n", + "\n", + " def add_data(self, data_id: str, *, dtype: Type[ProcessData] = ProcessData,\n", + " role: Literal[\"in\", \"out\", \"free\"] = \"free\",\n", + " owner: Optional[str] = None, port: Optional[str] = None) -> None:\n", + " if data_id in self.data:\n", + " raise KeyError(f\"Datenknoten-ID bereits vergeben: {data_id}\")\n", + " self.data[data_id] = DataVertex(id=data_id, role=role, owner=owner, port=port, dtype=dtype)\n", + "\n", + " def autowire_proc_ports(self, proc_id: str, *, in_prefix: str = \"in\", out_prefix: str = \"out\") -> None:\n", + " node = self.procs[proc_id]\n", + " # für jeden Input-Port einen Datenknoten + Kante Data->Proc\n", + " for pname, pspec in node.input_ports.items():\n", + " did = f\"{proc_id}.{in_prefix}.{pname}\"\n", + " self.add_data(did, dtype=pspec.dtype, role=\"in\", owner=proc_id, port=pname)\n", + " self.consume.append((did, proc_id, pname))\n", + " # für jeden Output-Port einen Datenknoten + Kante Proc->Data\n", + " for pname, pspec in node.output_ports.items():\n", + " did = f\"{proc_id}.{out_prefix}.{pname}\"\n", + " self.add_data(did, dtype=pspec.dtype, role=\"out\", owner=proc_id, port=pname)\n", + " self.produce.append((proc_id, pname, did))\n", + "\n", + " def connect_data(self, src_data: str, dst_data: str) -> None:\n", + " if src_data not in self.data or dst_data not in self.data:\n", + " raise KeyError(\"Unbekannter Datenknoten in connect_data\")\n", + " self.dlinks.append((src_data, dst_data))\n", + "\n", + " # ---- Ausführung\n", + " def run(self, external_data: Dict[str, ProcessData], wanted: Optional[List[str]] = None) -> Dict[str, ProcessData]:\n", + " \"\"\"Führt den Graph aus.\n", + " - `external_data`: Mapping data_id -> ProcessData (Seed-Werte)\n", + " - `wanted`: Liste gewünschter Datenknoten-IDs (Standard: alle Out-Knoten)\n", + " \"\"\"\n", + " values: Dict[str, ProcessData] = {}\n", + " values.update(external_data)\n", + "\n", + " executed: set[str] = set()\n", + "\n", + " def propagate_once() -> bool:\n", + " progressed = False\n", + " # Data->Data propagieren\n", + " for s, d in self.dlinks:\n", + " if s in values and d not in values:\n", + " values[d] = values[s]\n", + " progressed = True\n", + " return progressed\n", + "\n", + " made_progress = True\n", + " while made_progress:\n", + " made_progress = False\n", + "\n", + " # 1) Propagation über Data->Data\n", + " if propagate_once():\n", + " made_progress = True\n", + "\n", + " # 2) Finde lauffähige Prozessoren\n", + " for pid, node in self.procs.items():\n", + " if pid in executed:\n", + " continue\n", + " # Eingaben für diesen Prozessor einsammeln\n", + " inmap: Dict[str, str] = {p: d for (d, ppid, p) in self.consume if ppid == pid}\n", + " inputs: Dict[str, ProcessData] = {}\n", + " ready = True\n", + " for pname, pspec in node.input_ports.items():\n", + " if pname in inmap:\n", + " did = inmap[pname]\n", + " if did in values:\n", + " inputs[pname] = values[did]\n", + " else:\n", + " ready = False\n", + " break\n", + " elif not pspec.optional:\n", + " ready = False\n", + " break\n", + " if not ready:\n", + " continue\n", + "\n", + " # Ausführen\n", + " node.validate_inputs(inputs)\n", + " outputs = node.run(inputs)\n", + "\n", + " # Outputs publishen\n", + " outmap: Dict[str, str] = {p: d for (ppid, p, d) in self.produce if ppid == pid}\n", + " for oname, pdata in outputs.items():\n", + " if oname in outmap:\n", + " odid = outmap[oname]\n", + " values[odid] = pdata\n", + " executed.add(pid)\n", + " made_progress = True\n", + "\n", + " # 3) Nach Publish erneut Data->Data propagieren\n", + " if propagate_once():\n", + " made_progress = True\n", + "\n", + " # Fertig. Prüfen, ob gewünschte Daten vorhanden.\n", + " if wanted is None:\n", + " wanted = [dv.id for dv in self.data.values() if dv.role == \"out\"]\n", + " missing = [w for w in wanted if w not in values]\n", + " if missing:\n", + " raise RuntimeError(f\"Fehlende Ergebnisse: {missing}\")\n", + " return {w: values[w] for w in wanted}\n", + "\n", + " # ---- DOT/Graphviz\n", + " def to_dot(self, name: str = \"DataFlow\", rankdir: str = \"LR\") -> str:\n", + " lines: List[str] = []\n", + " lines.append(f'digraph \"{name}\" {{')\n", + " lines.append(f\" rankdir={rankdir};\")\n", + "\n", + " # Teilgraphen pro Prozess\n", + " for pid, node in self.procs.items():\n", + " lines.append(f\" subgraph cluster_{pid} {{\")\n", + " lines.append(f\" label=\\\"{pid}\\\\n({node.__class__.__name__})\\\";\")\n", + " lines.append(\" style=rounded;\")\n", + " lines.append(\" node [shape=box];\")\n", + " lines.append(f' \"{pid}\" [label=\"{pid}\"];')\n", + " # Datenknoten des Prozesses\n", + " for dv in self.data.values():\n", + " if dv.owner == pid:\n", + " shape = \"oval\"\n", + " lines.append(f' \"{dv.id}\" [shape={shape},label=\"{dv.id.split(\".\")[-1]}\"];')\n", + " # interne Kanten\n", + " for (did, ppid, port) in self.consume:\n", + " if ppid == pid:\n", + " lines.append(f' \"{did}\" -> \"{pid}\" [label=\"{port}\"];')\n", + " for (ppid, port, did) in self.produce:\n", + " if ppid == pid:\n", + " lines.append(f' \"{pid}\" -> \"{did}\" [label=\"{port}\"];')\n", + " lines.append(\" }\")\n", + "\n", + " # Kanten zwischen Datenknoten (prozessübergreifend)\n", + " for (s, d) in self.dlinks:\n", + " # nur zeichnen, wenn Quelle/Ziel existieren\n", + " if s in self.data and d in self.data:\n", + " lines.append(f' \"{s}\" -> \"{d}\" [style=dashed,label=\"data\"];')\n", + "\n", + " lines.append(\"}\")\n", + " return \"\\n\".join(lines)\n", + "\n", + " def to_graphviz(self, name: str = \"DataFlow\", rankdir: str = \"LR\", *, format: str = \"svg\"):\n", + " if not _HAS_GRAPHVIZ:\n", + " raise RuntimeError(\"Python-Paket 'graphviz' nicht installiert. `pip install graphviz` und Systempaket 'graphviz' bereitstellen.\")\n", + " dot = self.to_dot(name=name, rankdir=rankdir)\n", + " return Source(dot, format=format)\n", + "\n", + "\n", + "# -------------------------\n", + "# Demo (inkl. kleiner Tests)\n", + "# -------------------------\n", + "if __name__ == \"__main__\":\n", + " # Einzelne Nodes\n", + " n1 = SpecificProcessNode()\n", + " n2 = SquareNode()\n", + "\n", + " # Graph (Node-zu-Node-Ports)\n", + " g = ProcessGraph()\n", + " g.add_node(\"sum\", n1)\n", + " g.add_node(\"sq\", n2)\n", + " g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + " # Composite\n", + " comp = CompositeNode(name=\"Pipeline\")\n", + " comp.add(\"sum\", SpecificProcessNode())\n", + " comp.add(\"sq\", SquareNode())\n", + " comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + " comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + " comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + " # Eingaben\n", + " inp = SpecificInput(name=\"input\", a=1.2, b=3)\n", + "\n", + " # Direkt über Graph\n", + " out_graph = g.run({(\"sum\", \"input\"): inp})\n", + " print(\"Graph leaf outputs:\")\n", + " for (nid, port), pdata in out_graph.items():\n", + " print(nid, port, {k: v.value for k, v in pdata.md.items()})\n", + "\n", + " # Test 1: Ergebnis aus ProcessGraph (Leaf = sq)\n", + " sq_out = out_graph[(\"sq\", \"output\")]\n", + " assert abs(sq_out.md[\"d\"].value - 17.64) < 1e-9, \"ProcessGraph: d sollte (1.2+3)^2 = 17.64 sein\"\n", + "\n", + " # Über Composite\n", + " out_comp = comp.run({\"pipeline_input\": inp})\n", + " print(\"Composite output:\")\n", + " for k, pdata in out_comp.items():\n", + " print(k, {k2: v.value for k2, v in pdata.md.items()})\n", + "\n", + " # Test 2: Ergebnis aus Composite\n", + " comp_out = out_comp[\"pipeline_output\"]\n", + " assert abs(comp_out.md[\"d\"].value - 17.64) < 1e-9, \"Composite: d sollte 17.64 sein\"\n", + "\n", + " # --- DOT erzeugen (klassisch) ---\n", + " dot_g = g.to_dot(name=\"SumSquare\", rankdir=\"LR\")\n", + " with open(\"graph.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_g)\n", + " print(\"graph.dot geschrieben. → Rendern z.B.: dot -Tpng graph.dot -o graph.png\")\n", + "\n", + " dot_c = comp.to_dot(name=\"Pipeline\", rankdir=\"LR\", include_exposed=True)\n", + " with open(\"pipeline.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dot_c)\n", + " print(\"pipeline.dot geschrieben. → Rendern z.B.: dot -Tsvg pipeline.dot -o pipeline.svg\")\n", + "\n", + " # Mini-Checks für DOT-Inhalt\n", + " assert \"rankdir=LR\" in dot_g and \"SumSquare\" in dot_g, \"DOT: ProcessGraph Grundstruktur fehlt\"\n", + " assert \"subgraph cluster_internal\" in dot_c and \"IN::pipeline_input\" in dot_c, \"DOT: Composite-Cluster/IN fehlt\"\n", + "\n", + " # --- Bipartiter Graph (DataFlowGraph) ---\n", + " dfg = DataFlowGraph()\n", + " dfg.add_proc(\"sum\", SpecificProcessNode())\n", + " dfg.add_proc(\"sq\", SquareNode())\n", + "\n", + " # Automatisch Ports → Datenknoten erzeugen\n", + " dfg.autowire_proc_ports(\"sum\")\n", + " dfg.autowire_proc_ports(\"sq\")\n", + "\n", + " # Gesamtprozess: Outputdaten von sum → Inputdaten von sq\n", + " dfg.connect_data(\"sum.out.output\", \"sq.in.input\")\n", + "\n", + " # Externe Eingangsdaten: befülle sum.in.input\n", + " seed = {\"sum.in.input\": SpecificInput(a=1.2, b=3)}\n", + "\n", + " # Ausführen – alle Out-Knoten einsammeln\n", + " res = dfg.run(seed)\n", + " print(\"DataFlowGraph results:\")\n", + " for k, v in res.items():\n", + " print(k, {ak: av.value for ak, av in v.md.items()})\n", + "\n", + " # Tests 3/4: DataFlowGraph Ergebnisse prüfen\n", + " assert \"sum.out.output\" in res and \"c\" in res[\"sum.out.output\"].md, \"DFG: sum.out.output/c fehlt\"\n", + " assert abs(res[\"sum.out.output\"].md[\"c\"].value - 4.2) < 1e-9, \"DFG: c sollte 4.2 sein\"\n", + " assert \"sq.out.output\" in res and \"d\" in res[\"sq.out.output\"].md, \"DFG: sq.out.output/d fehlt\"\n", + " assert abs(res[\"sq.out.output\"].md[\"d\"].value - 17.64) < 1e-9, \"DFG: d sollte 17.64 sein\"\n", + "\n", + " # DOT für den bipartiten Graphen\n", + " with open(\"dataflow.dot\", \"w\", encoding=\"utf-8\") as f:\n", + " f.write(dfg.to_dot(name=\"DataFlow\", rankdir=\"LR\"))\n", + " print(\"dataflow.dot geschrieben. → dot -Tsvg dataflow.dot -o dataflow.svg\")\n", + "\n", + " # Optional: Notebook-Render prüfen (nur wenn graphviz installiert)\n", + " if _HAS_GRAPHVIZ:\n", + " assert isinstance(g.to_graphviz(), Source), \"to_graphviz(ProcessGraph) sollte Source liefern\"\n", + " assert isinstance(comp.to_graphviz(), Source), \"to_graphviz(Composite) sollte Source liefern\"\n", + " assert isinstance(dfg.to_graphviz(), Source), \"to_graphviz(DataFlowGraph) sollte Source liefern\"\n", + "\n", + " print(\"Alle Tests OK.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "2167c997-63ec-47dc-95c1-2d9d6d021904", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "sum\n", + "\n", + "sum\n", + "(SpecificProcessNode)\n", + "\n", + "\n", + "\n", + "sq\n", + "\n", + "sq\n", + "(SquareNode)\n", + "\n", + "\n", + "\n", + "sum->sq\n", + "\n", + "\n", + "output → input\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import display\n", + "\n", + "# 1) Knoten + einfacher DAG\n", + "g = ProcessGraph()\n", + "g.add_node(\"sum\", SpecificProcessNode())\n", + "g.add_node(\"sq\", SquareNode())\n", + "g.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "\n", + "display(g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "2010879a-bb25-46e8-b3d2-3d7dee860e29", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Pipeline\n", + "\n", + "\n", + "cluster_internal\n", + "\n", + "internal\n", + "\n", + "\n", + "\n", + "sum\n", + "\n", + "sum\n", + "(SpecificProcessNode)\n", + "\n", + "\n", + "\n", + "sq\n", + "\n", + "sq\n", + "(SquareNode)\n", + "\n", + "\n", + "\n", + "sum->sq\n", + "\n", + "\n", + "output → input\n", + "\n", + "\n", + "\n", + "OUT::pipeline_output\n", + "\n", + "OUT:pipeline_output\n", + "\n", + "\n", + "\n", + "sq->OUT::pipeline_output\n", + "\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "IN::pipeline_input\n", + "\n", + "IN:pipeline_input\n", + "\n", + "\n", + "\n", + "IN::pipeline_input->sum\n", + "\n", + "\n", + "input\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 2) Composite\n", + "comp = CompositeNode(name=\"Pipeline\")\n", + "comp.add(\"sum\", SpecificProcessNode())\n", + "comp.add(\"sq\", SquareNode())\n", + "comp.connect((\"sum\", \"output\"), (\"sq\", \"input\"))\n", + "comp.expose_input(\"pipeline_input\", \"sum\", \"input\", dtype=SpecificInput)\n", + "comp.expose_output(\"pipeline_output\", \"sq\", \"output\", dtype=SpecificOutput)\n", + "\n", + "display(comp.to_graphviz(name=\"Pipeline\", include_exposed=True, rankdir=\"TD\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "838c230f-b3db-46d5-96b3-2bbbe7478b25", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataFlow\n", + "\n", + "\n", + "cluster_sum\n", + "\n", + "sum\n", + "(SpecificProcessNode)\n", + "\n", + "\n", + "cluster_sq\n", + "\n", + "sq\n", + "(SquareNode)\n", + "\n", + "\n", + "\n", + "sum\n", + "\n", + "sum\n", + "\n", + "\n", + "\n", + "sum.out.output\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "sum->sum.out.output\n", + "\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "sum.in.input\n", + "\n", + "input\n", + "\n", + "\n", + "\n", + "sum.in.input->sum\n", + "\n", + "\n", + "input\n", + "\n", + "\n", + "\n", + "sq.in.input\n", + "\n", + "input\n", + "\n", + "\n", + "\n", + "sum.out.output->sq.in.input\n", + "\n", + "\n", + "data\n", + "\n", + "\n", + "\n", + "sq\n", + "\n", + "sq\n", + "\n", + "\n", + "\n", + "sq.out.output\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "sq->sq.out.output\n", + "\n", + "\n", + "output\n", + "\n", + "\n", + "\n", + "sq.in.input->sq\n", + "\n", + "\n", + "input\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 3) Bipartiter Daten/Prozess-Graph\n", + "dfg = DataFlowGraph()\n", + "dfg.add_proc(\"sum\", SpecificProcessNode())\n", + "dfg.add_proc(\"sq\", SquareNode())\n", + "dfg.autowire_proc_ports(\"sum\")\n", + "dfg.autowire_proc_ports(\"sq\")\n", + "dfg.connect_data(\"sum.out.output\", \"sq.in.input\")\n", + "\n", + "display(dfg.to_graphviz(name=\"DataFlow\", rankdir=\"TD\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7ee73058-917c-479c-8ba5-a29f4a381951", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/topology_sort.ipynb b/ipynb/ontology/topology_sort.ipynb new file mode 100644 index 0000000..1ad943e --- /dev/null +++ b/ipynb/ontology/topology_sort.ipynb @@ -0,0 +1,159 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "43a9c338-147f-4e86-b735-afb53ea37ec1", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.base import Base, sdata_factory\n", + "from sdata.sclass.dependency_graph import toposort, toposort_flatten" + ] + }, + { + "cell_type": "markdown", + "id": "6c75dff1-b025-46db-a064-e206089ac33e", + "metadata": {}, + "source": [ + "The input to the toposort function is a dict describing the\n", + "dependencies among the input nodes. Each key is a dependent node, the\n", + "corresponding value is a set containing the dependent nodes." + ] + }, + { + "cell_type": "markdown", + "id": "b377f3ca-52fe-4d5f-aa70-e53f88d30f00", + "metadata": {}, + "source": [ + "## Process order\n", + "\n", + "The interpretation of the input data here is: If 2 depends on 11; 9\n", + "depends on 11, 8 and 10; 10 depends on 11 and 3 (and so on), then in what\n", + "order should we process the items such that all nodes are processed\n", + "before any of their dependencies?" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bbca431a-7483-424f-ae73-c9781d0f322f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{3, 5, 7}, {8, 11}, {2, 10}, {9}]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "seq = list(toposort({2: {11},\n", + " 9: {11, 8, 10},\n", + " 10: {11, 3},\n", + " 11: {7, 5},\n", + " 8: {7, 3},\n", + " }))\n", + "seq" + ] + }, + { + "cell_type": "markdown", + "id": "8670bae0-c590-4d97-8801-eaca96c8359c", + "metadata": {}, + "source": [ + "And the answer is: process 3, 5, and 7 (in any order); then process 8\n", + "and 11; then process 2 and 10; then process 9. Note that 3, 5, and 7\n", + "are returned first because they do not depend on anything. They are\n", + "then removed from consideration, and then 8 and 11 don't depend on\n", + "anything remaining. This process continues until all nodes are\n", + "returned, or a circular dependency is detected." + ] + }, + { + "cell_type": "markdown", + "id": "c6b05c2f-7d12-4a8a-9548-a5beafce2d6c", + "metadata": {}, + "source": [ + "## Circular dependencies\n", + "A circular dependency will raise a CyclicDependencyError, which is\n", + "derived from ValueError. Here 1 depends on 2, and 2 depends on 1." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "392942b3-f56b-4363-8001-559fd3a63a80", + "metadata": {}, + "outputs": [ + { + "ename": "CircularDependencyError", + "evalue": "Circular dependencies exist among these items: {1: [2], 2: [1]}", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mCircularDependencyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28mlist\u001b[39m(toposort({\u001b[38;5;241m1\u001b[39m: {\u001b[38;5;241m2\u001b[39m}, \n\u001b[1;32m 2\u001b[0m \u001b[38;5;241m2\u001b[39m: {\u001b[38;5;241m1\u001b[39m},\n\u001b[1;32m 3\u001b[0m }))\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/dependency_graph.py:62\u001b[0m, in \u001b[0;36mtoposort\u001b[0;34m(graph)\u001b[0m\n\u001b[1;32m 55\u001b[0m graph \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 56\u001b[0m node: (deps \u001b[38;5;241m-\u001b[39m independent_nodes)\n\u001b[1;32m 57\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m node, deps \u001b[38;5;129;01min\u001b[39;00m graph\u001b[38;5;241m.\u001b[39mitems()\n\u001b[1;32m 58\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m node \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m independent_nodes\n\u001b[1;32m 59\u001b[0m }\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m graph:\n\u001b[0;32m---> 62\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m CircularDependencyError(graph)\n", + "\u001b[0;31mCircularDependencyError\u001b[0m: Circular dependencies exist among these items: {1: [2], 2: [1]}" + ] + } + ], + "source": [ + "list(toposort({1: {2}, \n", + " 2: {1},\n", + " }))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23cf5257-2150-4f4b-91e7-631c3034520b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/workflow.ipynb b/ipynb/ontology/workflow.ipynb new file mode 100644 index 0000000..1b82c8c --- /dev/null +++ b/ipynb/ontology/workflow.ipynb @@ -0,0 +1,2565 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "1830894d-3bd5-4676-8389-cfb9d1bbdbf2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1048576.0\n" + ] + } + ], + "source": [ + "from dataclasses import dataclass\n", + "from typing import Dict, Any, Type\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "@dataclass\n", + "class DataClass_1:\n", + " var_a: float\n", + " var_b: float\n", + "\n", + "@dataclass\n", + "class DataClass_2:\n", + " var_c: float\n", + "\n", + "@dataclass\n", + "class DataClass_3:\n", + " var_d: float\n", + "\n", + "@dataclass\n", + "class DataClass_4:\n", + " var_e: float\n", + "\n", + "class Process:\n", + " input_classes: Dict[str, Type]\n", + " output_classes: Dict[str, Type]\n", + " computation: str = \"\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc2 = inputs['DataClass_2']\n", + " var_d = (dc1.var_a + dc1.var_b) * dc2.var_c\n", + " return {'DataClass_3': DataClass_3(var_d)}\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type] = {}\n", + "\n", + " def add_process(self, process_class: Type[Process]):\n", + " self.process_nodes.add(process_class.__name__)\n", + " for input_name, input_class in process_class.input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, process_class.__name__))\n", + " for output_name, output_class in process_class.output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((process_class.__name__, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\"):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " # Add data nodes with record shape showing fields\n", + " for data in self.data_nodes:\n", + " fields = list(self.class_map[data].__annotations__.keys())\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " label = '{' + data + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " # Add process nodes with record shape showing computation\n", + " for proc in self.process_nodes:\n", + " proc_class = globals()[proc]\n", + " label = '{' + proc + ' | ' + proc_class.computation + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " # Add edges\n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# Example usage:\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Example execution (unchanged):\n", + "inputs_1 = {\n", + " 'DataClass_1': DataClass_1(var_a=2.0, var_b=3.0),\n", + " 'DataClass_2': DataClass_2(var_c=4.0)\n", + "}\n", + "p1 = Process_1()\n", + "output_1 = p1.execute(inputs_1)\n", + "dc3 = output_1['DataClass_3']\n", + "\n", + "inputs_2 = {\n", + " 'DataClass_1': inputs_1['DataClass_1'],\n", + " 'DataClass_3': dc3\n", + "}\n", + "p2 = Process_2()\n", + "output_2 = p2.execute(inputs_2)\n", + "dc4 = output_2['DataClass_4']\n", + "print(dc4.var_e) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "184b8c72-8fb6-44cf-804c-cf4c363fdd76", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b0fae685-1601-45a7-bcab-c9a4c329eb5d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "fb6f0f6f-813d-4b49-9db0-e9a2b55e532e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "SumSquare\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1)\n", + "g.add_process(Process_2)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"SumSquare\", rankdir=\"TD\")\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "95d0c628-be2b-4d6e-a77b-2cece96a9f4b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2\n", + "\n", + "Process_1+2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1048576.0\n" + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "@dataclass\n", + "class DataClass_1:\n", + " var_a: float\n", + " var_b: float\n", + "\n", + "@dataclass\n", + "class DataClass_2:\n", + " var_c: float\n", + "\n", + "@dataclass\n", + "class DataClass_3:\n", + " var_d: float\n", + "\n", + "@dataclass\n", + "class DataClass_4:\n", + " var_e: float\n", + "\n", + "@dataclass\n", + "class DataClass_5:\n", + " var_f: float\n", + "\n", + "@dataclass\n", + "class DataClass_6:\n", + " var_g: float\n", + "\n", + "class Process:\n", + " input_classes: Dict[str, Type]\n", + " output_classes: Dict[str, Type]\n", + " computation: str = \"\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc2 = inputs['DataClass_2']\n", + " var_d = (dc1.var_a + dc1.var_b) * dc2.var_c\n", + " return {'DataClass_3': DataClass_3(var_d)}\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class Process_3(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_5': DataClass_5}\n", + " output_classes = {'DataClass_6': DataClass_6}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " dc1 = inputs['DataClass_1']\n", + " dc3 = inputs['DataClass_3']\n", + " var_e = dc1.var_a ** dc3.var_d\n", + " return {'DataClass_4': DataClass_4(var_e)}\n", + "\n", + "class CompositeProcess(Process):\n", + " def __init__(self, name: str, processes: List[Type[Process]]):\n", + " self.name = name\n", + " self.processes = [p() for p in processes] # Instantiate the processes\n", + " self.input_classes = {}\n", + " self.output_classes = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + "\n", + " def _compute_aggregated_io(self):\n", + " # Collect all unique inputs and outputs\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc in self.processes:\n", + " for inp in proc.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " # Find internal connections: outputs that are used as inputs in subsequent processes\n", + " for i, proc in enumerate(self.processes):\n", + " for out in proc.output_classes.keys():\n", + " for next_proc in self.processes[i+1:]:\n", + " if out in next_proc.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " # External inputs: all inputs minus internal ones\n", + " external_inputs = all_inputs - internal_connections\n", + " # External outputs: all outputs that are not fully consumed internally (assuming all outputs are final if not input elsewhere)\n", + " external_outputs = all_outputs - all_inputs # Outputs not used as inputs anywhere\n", + "\n", + " # Set input_classes to external inputs\n", + " for inp in external_inputs:\n", + " # Find the class type from one of the processes\n", + " for proc in self.processes:\n", + " if inp in proc.input_classes:\n", + " self.input_classes[inp] = proc.input_classes[inp]\n", + " break\n", + "\n", + " # Set output_classes to external outputs\n", + " for out in external_outputs:\n", + " for proc in self.processes:\n", + " if out in proc.output_classes:\n", + " self.output_classes[out] = proc.output_classes[out]\n", + " break\n", + "\n", + " # Combine computations for display\n", + " self.computation = \" + \".join([p.computation for p in self.processes])\n", + "\n", + " def execute(self, inputs: Dict[str, Any]) -> Dict[str, Any]:\n", + " intermediate = inputs.copy()\n", + " for proc in self.processes:\n", + " # Prepare inputs for this process\n", + " proc_inputs = {k: intermediate[k] for k in proc.input_classes if k in intermediate}\n", + " # Execute\n", + " proc_output = proc.execute(proc_inputs)\n", + " # Merge outputs into intermediate\n", + " intermediate.update(proc_output)\n", + " # Return only the external outputs\n", + " return {k: intermediate[k] for k in self.output_classes}\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type] = {}\n", + " self.composites: Dict[str, CompositeProcess] = {}\n", + "\n", + " def add_process(self, process: Union[Type[Process], CompositeProcess]):\n", + " if isinstance(process, CompositeProcess):\n", + " proc_name = process.name\n", + " self.composites[proc_name] = process\n", + " else:\n", + " proc_name = process.__name__\n", + " \n", + " self.process_nodes.add(proc_name)\n", + " \n", + " if isinstance(process, CompositeProcess):\n", + " input_classes = process.input_classes\n", + " output_classes = process.output_classes\n", + " computation = process.computation\n", + " else:\n", + " input_classes = process.input_classes\n", + " output_classes = process.output_classes\n", + " computation = process.computation\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " if collapsed:\n", + " # Render composites as single nodes\n", + " for data in self.data_nodes:\n", + " fields = list(self.class_map[data].__annotations__.keys())\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " if proc in self.composites:\n", + " comp = self.composites[proc]\n", + " label = '{' + proc + ' | ' + comp.computation.replace('+', '\\\\n+') + '}'\n", + " else:\n", + " proc_class = globals()[proc]\n", + " label = '{' + proc + ' | ' + proc_class.computation + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " # Add edges (already external)\n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " else:\n", + " # For non-collapsed, we'd need to render internals, but for simplicity, assuming collapsed view here\n", + " pass # Implement if needed for detailed view\n", + " \n", + " return dot\n", + "\n", + "# Example usage:\n", + "composite = CompositeProcess(\"Process_1+2\", [Process_1, Process_2])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Example execution:\n", + "inputs = {\n", + " 'DataClass_1': DataClass_1(var_a=2.0, var_b=3.0),\n", + " 'DataClass_2': DataClass_2(var_c=4.0)\n", + "}\n", + "output = composite.execute(inputs)\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.var_e) # Outputs: 1048576.0\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "18bd447c-7c10-47ca-94d3-211eb779a10d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2\n", + "\n", + "Process_1+2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1+2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Example usage:\n", + "composite = CompositeProcess(\"Process_1+2\", [Process_1, Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c0878082-38ff-4053-a269-31076a357979", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "Process_3\n", + "\n", + "Process_3\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_3\", [Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "20b4240e-771a-4b78-be12-b9be21c8e7e4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_1\", [Process_1])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "54a290ea-c1b3-46ca-aee4-d045bcf48413", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_2\", [Process_2])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "00d98918-cc2e-4eb8-b1f5-dd01add8aca2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_2+3\n", + "\n", + "Process_2+3\n", + "\n", + "var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "var_d\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2+3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2+3->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_2+3\", [Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f3e83cdd-2863-4904-a6f7-335d0db0e165", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "var_g\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "Process_1+2+3\n", + "\n", + "Process_1+2+3\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "var_f\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1+2+3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2+3->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1+2+3->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "composite = CompositeProcess(\"Process_1+2+3\", [Process_1, Process_2, Process_3])\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(composite)\n", + "# Display the graph (assuming Jupyter environment)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4072b4cf-ccf7-41bb-b2ca-957dd0f12470", + "metadata": {}, + "outputs": [ + { + "ename": "Exception", + "evalue": "add_process has a problem withn the process_class ", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mException\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 215\u001b[0m\n\u001b[1;32m 213\u001b[0m \u001b[38;5;66;03m# Now add the class\u001b[39;00m\n\u001b[1;32m 214\u001b[0m g \u001b[38;5;241m=\u001b[39m ProcessGraph()\n\u001b[0;32m--> 215\u001b[0m g\u001b[38;5;241m.\u001b[39madd_process(Process_1_plus_2) \u001b[38;5;66;03m# Add the composite class\u001b[39;00m\n\u001b[1;32m 217\u001b[0m \u001b[38;5;66;03m# Display\u001b[39;00m\n\u001b[1;32m 218\u001b[0m dot_graph \u001b[38;5;241m=\u001b[39m g\u001b[38;5;241m.\u001b[39mto_graphviz(name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCombinedProcess\u001b[39m\u001b[38;5;124m\"\u001b[39m, rankdir\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTD\u001b[39m\u001b[38;5;124m\"\u001b[39m, collapsed\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "Cell \u001b[0;32mIn[12], line 173\u001b[0m, in \u001b[0;36mProcessGraph.add_process\u001b[0;34m(self, process_class)\u001b[0m\n\u001b[1;32m 167\u001b[0m computation \u001b[38;5;241m=\u001b[39m process_class\u001b[38;5;241m.\u001b[39mcomputation\n\u001b[1;32m 168\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 169\u001b[0m \u001b[38;5;66;03m# For CompositeProcess, since it's not a type but class, but in usage we instantiate first? Wait, adjust.\u001b[39;00m\n\u001b[1;32m 170\u001b[0m \u001b[38;5;66;03m# To work with classes, we can make CompositeProcess a class factory or adjust.\u001b[39;00m\n\u001b[1;32m 171\u001b[0m \u001b[38;5;66;03m# Assuming we pass CompositeProcess instance for now, but to match \"with class not instances\", let's assume process_class is the class.\u001b[39;00m\n\u001b[1;32m 172\u001b[0m \u001b[38;5;66;03m# But CompositeProcess has init with processes, so perhaps create a subclass.\u001b[39;00m\n\u001b[0;32m--> 173\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124madd_process has a problem withn the process_class \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mprocess_class\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 174\u001b[0m \u001b[38;5;66;03m# To handle composites as classes, we can define them as subclasses.\u001b[39;00m\n\u001b[1;32m 175\u001b[0m \u001b[38;5;66;03m# For simplicity, assume add_process takes the class or composite instance, but use class properties.\u001b[39;00m\n\u001b[1;32m 177\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m input_name, input_class \u001b[38;5;129;01min\u001b[39;00m input_classes\u001b[38;5;241m.\u001b[39mitems():\n", + "\u001b[0;31mException\u001b[0m: add_process has a problem withn the process_class " + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "from sdata.sclass.process import ProcessData, ProcessNode\n", + "# Assuming the full code for Base, ProcessData, SUUID, Metadata, etc. is defined as provided.\n", + "\n", + "# ProcessData remains as before\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "# Now, Process inherits from ProcessNode\n", + "class Process(ProcessNode):\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " computation: str = \"\"\n", + "\n", + " required_inputs: List[Type[ProcessData]] = [] # To be set in subclasses\n", + " required_outputs: List[Type[ProcessData]] = [] # To be set in subclasses\n", + "\n", + " def __init__(self, name: str = \"Process\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " # Set required_inputs/outputs from class vars if not overridden\n", + " if not self.required_inputs:\n", + " self.required_inputs = list(self.input_classes.values())\n", + " if not self.required_outputs:\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_2]\n", + " required_outputs = [DataClass_3]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " super().execute() # Calls validate_inputs indirectly via super's execute if needed, but here we override\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc2 = self.inputs['DataClass_2']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_b = dc1.metadata.get(\"var_b\").value\n", + " var_c = dc2.metadata.get(\"var_c\").value\n", + " var_d = (var_a + var_b) * var_c\n", + " dc3 = DataClass_3(name=\"dc3\")\n", + " dc3.metadata.add(\"var_d\", var_d, dtype=\"float\", description=\"Computed var_d\", required=True)\n", + " self.outputs = {'DataClass_3': dc3}\n", + " return self.outputs\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_3]\n", + " required_outputs = [DataClass_4]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc3 = self.inputs['DataClass_3']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_d = dc3.metadata.get(\"var_d\").value\n", + " var_e = var_a ** var_d\n", + " dc4 = DataClass_4(name=\"dc4\")\n", + " dc4.metadata.add(\"var_e\", var_e, dtype=\"float\", description=\"Computed var_e\", required=True)\n", + " self.outputs = {'DataClass_4': dc4}\n", + " return self.outputs\n", + "\n", + "class CompositeProcess(ProcessNode):\n", + " def __init__(self, name: str, processes: List[Type[Process]], inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " self.process_classes = processes # Store class types\n", + " self.input_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.output_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + " self.required_inputs = list(self.input_classes.values())\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def _compute_aggregated_io(self):\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in self.process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(self.process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in self.process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " for inp in external_inputs:\n", + " for proc_type in self.process_classes:\n", + " if inp in proc_type.input_classes:\n", + " self.input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " for out in external_outputs:\n", + " for proc_type in self.process_classes:\n", + " if out in proc_type.output_classes:\n", + " self.output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " self.computation = \" + \".join([p.computation for p in self.process_classes])\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.output_classes}\n", + " return self.outputs\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Union[Type[Process], Type[CompositeProcess]]] = {}\n", + "\n", + " def add_process(self, process_class: Union[Type[Process], Type[CompositeProcess]]):\n", + " proc_name = process_class.__name__ if hasattr(process_class, '__name__') else process_class.name\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " if hasattr(process_class, 'input_classes'):\n", + " input_classes = process_class.input_classes\n", + " output_classes = process_class.output_classes\n", + " computation = process_class.computation\n", + " else:\n", + " # For CompositeProcess, since it's not a type but class, but in usage we instantiate first? Wait, adjust.\n", + " # To work with classes, we can make CompositeProcess a class factory or adjust.\n", + " # Assuming we pass CompositeProcess instance for now, but to match \"with class not instances\", let's assume process_class is the class.\n", + " # But CompositeProcess has init with processes, so perhaps create a subclass.\n", + " raise Exception(f\"add_process has a problem withn the process_class {process_class}\")\n", + " # To handle composites as classes, we can define them as subclasses.\n", + " # For simplicity, assume add_process takes the class or composite instance, but use class properties.\n", + "\n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " fields = [attr['name'] for attr in cls.default_attributes if 'name' in attr]\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " if hasattr(proc_class, 'computation'):\n", + " computation = proc_class.computation\n", + " label = '{' + proc + ' | ' + computation.replace('+', '\\\\n+') + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# To make CompositeProcess work with classes, we can define it as a class\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1, Process_2], inputs=inputs, **kwargs)\n", + "\n", + "# Now add the class\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2) # Add the composite class\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution with instances\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n", + "output = composite.execute()\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.metadata.get(\"var_e\").value) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "94b19c26-d362-48ec-9d57-48edb1ae5a7c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "var_c\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "var_d=(var_a\n", + "+var_b)*var_c \n", + "+ var_e=var_a**var_d\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "var_a\n", + "\n", + "var_b\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "var_e\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "ename": "NotImplementedError", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNotImplementedError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[12], line 227\u001b[0m\n\u001b[1;32m 222\u001b[0m inputs \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 223\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_1\u001b[39m\u001b[38;5;124m'\u001b[39m: dc1,\n\u001b[1;32m 224\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_2\u001b[39m\u001b[38;5;124m'\u001b[39m: dc2\n\u001b[1;32m 225\u001b[0m }\n\u001b[1;32m 226\u001b[0m composite \u001b[38;5;241m=\u001b[39m Process_1_plus_2(inputs\u001b[38;5;241m=\u001b[39minputs)\n\u001b[0;32m--> 227\u001b[0m output \u001b[38;5;241m=\u001b[39m composite\u001b[38;5;241m.\u001b[39mexecute()\n\u001b[1;32m 228\u001b[0m dc4 \u001b[38;5;241m=\u001b[39m output[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_4\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28mprint\u001b[39m(dc4\u001b[38;5;241m.\u001b[39mmetadata\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvar_e\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39mvalue)\n", + "Cell \u001b[0;32mIn[12], line 145\u001b[0m, in \u001b[0;36mCompositeProcess.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 143\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m proc_type \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprocess_classes:\n\u001b[1;32m 144\u001b[0m proc \u001b[38;5;241m=\u001b[39m proc_type(inputs\u001b[38;5;241m=\u001b[39m{k: intermediate[k] \u001b[38;5;28;01mfor\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m proc_type\u001b[38;5;241m.\u001b[39minput_classes \u001b[38;5;28;01mif\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m intermediate})\n\u001b[0;32m--> 145\u001b[0m proc_output \u001b[38;5;241m=\u001b[39m proc\u001b[38;5;241m.\u001b[39mexecute()\n\u001b[1;32m 146\u001b[0m intermediate\u001b[38;5;241m.\u001b[39mupdate(proc_output)\n\u001b[1;32m 147\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moutputs \u001b[38;5;241m=\u001b[39m {k: intermediate[k] \u001b[38;5;28;01mfor\u001b[39;00m k \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moutput_classes}\n", + "Cell \u001b[0;32mIn[12], line 61\u001b[0m, in \u001b[0;36mProcess_1.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 60\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mexecute\u001b[39m(\u001b[38;5;28mself\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Dict[\u001b[38;5;28mstr\u001b[39m, ProcessData]:\n\u001b[0;32m---> 61\u001b[0m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mexecute() \u001b[38;5;66;03m# Optional, since we call validate below\u001b[39;00m\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_inputs()\n\u001b[1;32m 63\u001b[0m dc1 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39minputs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDataClass_1\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", + "Cell \u001b[0;32mIn[12], line 50\u001b[0m, in \u001b[0;36mProcess.execute\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 48\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_inputs():\n\u001b[1;32m 49\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInputs not valid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 50\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m\n", + "\u001b[0;31mNotImplementedError\u001b[0m: " + ] + } + ], + "source": [ + "from dataclasses import dataclass, fields\n", + "from typing import Dict, Any, Type, List, Union\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "# Assuming the full code for Base, ProcessData, SUUID, Metadata, ProcessNode, etc. is defined as provided.\n", + "\n", + "# ProcessData remains as before\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "# Process inherits from ProcessNode\n", + "class Process(ProcessNode):\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " computation: str = \"\"\n", + "\n", + " required_inputs: List[Type[ProcessData]] = []\n", + " required_outputs: List[Type[ProcessData]] = []\n", + "\n", + " def __init__(self, name: str = \"Process\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " if not self.required_inputs:\n", + " self.required_inputs = list(self.input_classes.values())\n", + " if not self.required_outputs:\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " raise NotImplementedError\n", + "\n", + "class Process_1(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2}\n", + " output_classes = {'DataClass_3': DataClass_3}\n", + " computation = \"var_d=(var_a+var_b)*var_c\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_2]\n", + " required_outputs = [DataClass_3]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " super().execute() # Optional, since we call validate below\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc2 = self.inputs['DataClass_2']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_b = dc1.metadata.get(\"var_b\").value\n", + " var_c = dc2.metadata.get(\"var_c\").value\n", + " var_d = (var_a + var_b) * var_c\n", + " dc3 = DataClass_3(name=\"dc3\")\n", + " dc3.metadata.add(\"var_d\", var_d, dtype=\"float\", description=\"Computed var_d\", required=True)\n", + " self.outputs = {'DataClass_3': dc3}\n", + " return self.outputs\n", + "\n", + "class Process_2(Process):\n", + " input_classes = {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3}\n", + " output_classes = {'DataClass_4': DataClass_4}\n", + " computation = \"var_e=var_a**var_d\"\n", + "\n", + " required_inputs = [DataClass_1, DataClass_3]\n", + " required_outputs = [DataClass_4]\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " self.validate_inputs()\n", + " dc1 = self.inputs['DataClass_1']\n", + " dc3 = self.inputs['DataClass_3']\n", + " var_a = dc1.metadata.get(\"var_a\").value\n", + " var_d = dc3.metadata.get(\"var_d\").value\n", + " var_e = var_a ** var_d\n", + " dc4 = DataClass_4(name=\"dc4\")\n", + " dc4.metadata.add(\"var_e\", var_e, dtype=\"float\", description=\"Computed var_e\", required=True)\n", + " self.outputs = {'DataClass_4': dc4}\n", + " return self.outputs\n", + "\n", + "class CompositeProcess(ProcessNode):\n", + " def __init__(self, name: str, processes: List[Type[Process]], inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, inputs=inputs, **kwargs)\n", + " self.process_classes = processes # Store class types\n", + " self.input_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.output_classes: Dict[str, Type[ProcessData]] = {}\n", + " self.computation = \"\"\n", + " self._compute_aggregated_io()\n", + " self.required_inputs = list(self.input_classes.values())\n", + " self.required_outputs = list(self.output_classes.values())\n", + "\n", + " def _compute_aggregated_io(self):\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in self.process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(self.process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in self.process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " for inp in external_inputs:\n", + " for proc_type in self.process_classes:\n", + " if inp in proc_type.input_classes:\n", + " self.input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " for out in external_outputs:\n", + " for proc_type in self.process_classes:\n", + " if out in proc_type.output_classes:\n", + " self.output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " self.computation = \" + \".join([p.computation for p in self.process_classes])\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.output_classes}\n", + " return self.outputs\n", + "\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Union[Type[Process], Type[CompositeProcess]]] = {}\n", + "\n", + " def add_process(self, process_class: Union[Type[Process], Type[CompositeProcess]]):\n", + " proc_name = process_class.__name__ if hasattr(process_class, '__name__') else process_class.name\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " # Instantiate a dummy to get attributes, as composites set them in __init__\n", + " dummy = process_class(inputs=None) # Use inputs=None for dummy\n", + " input_classes = dummy.input_classes\n", + " output_classes = dummy.output_classes\n", + " # computation = dummy.computation # Not needed here, but for consistency\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " fields = [attr['name'] for attr in cls.default_attributes if 'name' in attr]\n", + " label = '{' + data + ' | ' + ' | '.join(fields) + '}'\n", + " dot.node(data, shape='record', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " # Instantiate dummy to get computation\n", + " dummy = proc_class(inputs=None)\n", + " computation = dummy.computation\n", + " label = '{' + proc + ' | ' + computation.replace('+', '\\\\n+') + '}'\n", + " dot.node(proc, shape='record', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "# Define composite as subclass\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1, Process_2], inputs=inputs, **kwargs)\n", + "\n", + "# Usage\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n", + "output = composite.execute()\n", + "dc4 = output['DataClass_4']\n", + "print(dc4.metadata.get(\"var_e\").value) # Outputs: 1048576.0" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "99308437-177f-42b3-a164-9837c42ac49c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "__main__.Process_1" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List\n", + "# Assuming Process, ProcessData, ProcessNode, etc., are defined as before.\n", + "\n", + "from sdata.sclass.process import ProcessData, ProcessNode\n", + "\n", + "def create_process_class(\n", + " process_name: str,\n", + " input_classes: Dict[str, Type[ProcessData]],\n", + " output_classes: Dict[str, Type[ProcessData]],\n", + ") -> Type[ProcessNode]:\n", + " \"\"\"\n", + " Factory function to generically create a subclass of Process.\n", + " \n", + " :param process_name: Name of the new process class (e.g., 'Process_1').\n", + " :param input_classes: Dict mapping input names to ProcessData subclasses.\n", + " :param output_classes: Dict mapping output names to ProcessData subclasses.\n", + " :param computation: String representing the computation (e.g., 'var_d=(var_a+var_b)*var_c').\n", + " :return: A new subclass of Process.\n", + " \"\"\"\n", + " if len(output_classes) != 1:\n", + " raise ValueError(\"Currently supports only single output class.\")\n", + " \n", + " output_key = list(output_classes.keys())[0]\n", + " output_class = output_classes[output_key]\n", + " \n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " }\n", + " \n", + " return type(process_name, (ProcessNode,), class_dict)\n", + "\n", + "# Example usage to recreate Process_1 generically\n", + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " output_classes={'DataClass_3': DataClass_3},\n", + ")\n", + "Process_1_Generic\n", + "# Now Process_1_Generic is equivalent to the original Process_1 class\n", + "# You can instantiate it: p1 = Process_1_Generic(inputs=...)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "aed961f2-7d61-498f-86c1-fd1813fe8427", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "__main__.Process_1" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "035ef702-fe1e-4462-9a3c-51eca4c90255", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import create_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_5(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_6(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ed11b0dd-b500-4878-be0f-2d5df8d8b633", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_1" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " output_classes={'DataClass_3': DataClass_3, 'DataClass_6': DataClass_6},\n", + ")\n", + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3f8657cf-4f5b-463f-a78e-e5903c96bb33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_2" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_2_Generic = create_process_class(\n", + " 'Process_2',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3, 'DataClass_5': DataClass_5},\n", + " output_classes={'DataClass_4': DataClass_4},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "294bf692-dca9-491b-a034-3ace46954caa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List, Union\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1_Generic, Process_2_Generic], inputs=inputs, **kwargs)\n", + "composite = Process_1_plus_2(inputs={})\n", + "composite" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "29cc9cb8-fc4f-4c4d-bb63-869e91ed2c32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "60755bdd-1efc-4fb8-8752-5c6881329d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "g.add_process(Process_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8b893647-3eba-45ea-8aaa-0b57d16deb96", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "dd3c470a-b5df-49cf-9462-3f919cc5a1d7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/workflow_copper_lifecycle.ipynb b/ipynb/ontology/workflow_copper_lifecycle.ipynb new file mode 100644 index 0000000..ed51c4c --- /dev/null +++ b/ipynb/ontology/workflow_copper_lifecycle.ipynb @@ -0,0 +1,3959 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "02:16:14 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "02:16:14 INFO:NumExpr defaulting to 16 threads.\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "551e462f-5c13-43e6-b96f-68fd37a545a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'digraph DAG {\\n node [shape=box];\\n CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\\n PureMetal [label=\"Reinmetall\"];\\n SeparationAndWeighing [label=\"Trennung und Einwägung\"];\\n Melting [label=\"Schmelze\"];\\n ContinuousCasting [label=\"Strangguss\"];\\n OfMillingProcess [label=\"OF-Fräsprozess\"];\\n HotForming [label=\"Warmumformung\"];\\n HotRolling [label=\"Warmwalzen\"];\\n ColdForming [label=\"Kaltumformung\"];\\n ColdRolling [label=\"Kaltwalzen\"];\\n Reheating [label=\"Nachwärmen\"];\\n IntermediateAnnealing [label=\"Zwischenglühen\"];\\n Annealing [label=\"Anlassen\"];\\n ProductCharacterization [label=\"Charakterisierung des Produkts\"];\\n DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\\n IncomingInspection [label=\"Eingangsprüfung\"];\\n ContactManufacturing [label=\"Kontaktfertigung\"];\\n Galvanizing [label=\"Galvanik\"];\\n Assembly [label=\"Montage\"];\\n ComponentTesting [label=\"Bauteilprüfung\"];\\n PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\\n Calibration [label=\"Kalibrierung\"];\\n Distribution [label=\"Distribution\"];\\n ProductUse [label=\"Produkteinsatz\"];\\n EndOfLife [label=\"EoL\"];\\n\\n CopperContainingScraps -> SeparationAndWeighing;\\n PureMetal -> SeparationAndWeighing;\\n SeparationAndWeighing -> Melting;\\n Melting -> ContinuousCasting;\\n ContinuousCasting -> OfMillingProcess;\\n OfMillingProcess -> HotForming;\\n HotForming -> HotRolling;\\n HotRolling -> ColdForming;\\n ColdForming -> ColdRolling;\\n ColdRolling -> Reheating;\\n Reheating -> IntermediateAnnealing;\\n IntermediateAnnealing -> Annealing;\\n Annealing -> ProductCharacterization;\\n ProductCharacterization -> DigitalProductPassportCreation;\\n DigitalProductPassportCreation -> IncomingInspection;\\n IncomingInspection -> ContactManufacturing;\\n ContactManufacturing -> Galvanizing;\\n Galvanizing -> Assembly;\\n Assembly -> ComponentTesting;\\n ComponentTesting -> DigitalProductPassportCreation; // Second DPP\\n PlasticComponentSustainability -> Assembly; // Branch\\n Calibration -> Distribution;\\n Distribution -> ProductUse;\\n ProductUse -> EndOfLife;\\n}\\n'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"digraph DAG {\n", + " node [shape=box];\n", + " CopperContainingScraps [label=\"Cu-haltige Schrotte\"];\n", + " PureMetal [label=\"Reinmetall\"];\n", + " SeparationAndWeighing [label=\"Trennung und Einwägung\"];\n", + " Melting [label=\"Schmelze\"];\n", + " ContinuousCasting [label=\"Strangguss\"];\n", + " OfMillingProcess [label=\"OF-Fräsprozess\"];\n", + " HotForming [label=\"Warmumformung\"];\n", + " HotRolling [label=\"Warmwalzen\"];\n", + " ColdForming [label=\"Kaltumformung\"];\n", + " ColdRolling [label=\"Kaltwalzen\"];\n", + " Reheating [label=\"Nachwärmen\"];\n", + " IntermediateAnnealing [label=\"Zwischenglühen\"];\n", + " Annealing [label=\"Anlassen\"];\n", + " ProductCharacterization [label=\"Charakterisierung des Produkts\"];\n", + " DigitalProductPassportCreation [label=\"Erstellung des digitalen Produktpasses (DPP)\"];\n", + " IncomingInspection [label=\"Eingangsprüfung\"];\n", + " ContactManufacturing [label=\"Kontaktfertigung\"];\n", + " Galvanizing [label=\"Galvanik\"];\n", + " Assembly [label=\"Montage\"];\n", + " ComponentTesting [label=\"Bauteilprüfung\"];\n", + " PlasticComponentSustainability [label=\"Kunststoffanteil – Nachhaltigkeit\"];\n", + " Calibration [label=\"Kalibrierung\"];\n", + " Distribution [label=\"Distribution\"];\n", + " ProductUse [label=\"Produkteinsatz\"];\n", + " EndOfLife [label=\"EoL\"];\n", + "\n", + " CopperContainingScraps -> SeparationAndWeighing;\n", + " PureMetal -> SeparationAndWeighing;\n", + " SeparationAndWeighing -> Melting;\n", + " Melting -> ContinuousCasting;\n", + " ContinuousCasting -> OfMillingProcess;\n", + " OfMillingProcess -> HotForming;\n", + " HotForming -> HotRolling;\n", + " HotRolling -> ColdForming;\n", + " ColdForming -> ColdRolling;\n", + " ColdRolling -> Reheating;\n", + " Reheating -> IntermediateAnnealing;\n", + " IntermediateAnnealing -> Annealing;\n", + " Annealing -> ProductCharacterization;\n", + " ProductCharacterization -> DigitalProductPassportCreation;\n", + " DigitalProductPassportCreation -> IncomingInspection;\n", + " IncomingInspection -> ContactManufacturing;\n", + " ContactManufacturing -> Galvanizing;\n", + " Galvanizing -> Assembly;\n", + " Assembly -> ComponentTesting;\n", + " ComponentTesting -> DigitalProductPassportCreation; // Second DPP\n", + " PlasticComponentSustainability -> Assembly; // Branch\n", + " Calibration -> Distribution;\n", + " Distribution -> ProductUse;\n", + " ProductUse -> EndOfLife;\n", + "}\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6aea6987-db41-4b08-9540-c5613b6ab539", + "metadata": {}, + "outputs": [], + "source": [ + "copper_processes = {\n", + " \"SeparationAndWeighingProcess\": {\n", + " \"input_data\": [\"CopperContainingScraps\", \"PureMetal\"],\n", + " \"process_name\": \"SeparationAndWeighingProcess\",\n", + " \"output_data\": [\"SeparatedWeighedCopperMaterials\"]\n", + " },\n", + " \"MeltingProcess\": {\n", + " \"input_data\": [\"SeparatedWeighedCopperMaterials\"],\n", + " \"process_name\": \"MeltingProcess\",\n", + " \"output_data\": [\"MoltenCopperAlloy\"]\n", + " },\n", + " \"ContinuousCastingProcess\": {\n", + " \"input_data\": [\"MoltenCopperAlloy\"],\n", + " \"process_name\": \"ContinuousCastingProcess\",\n", + " \"output_data\": [\"CastCopperBars\"]\n", + " },\n", + " \"OfMillingProcess\": {\n", + " \"input_data\": [\"CastCopperBars\"],\n", + " \"process_name\": \"OfMillingProcess\",\n", + " \"output_data\": [\"MilledOxygenFreeCopper\"]\n", + " },\n", + " \"HotFormingProcess\": {\n", + " \"input_data\": [\"MilledOxygenFreeCopper\"],\n", + " \"process_name\": \"HotFormingProcess\",\n", + " \"output_data\": [\"HotFormedCopperProfiles\"]\n", + " },\n", + " \"HotRollingProcess\": {\n", + " \"input_data\": [\"HotFormedCopperProfiles\"],\n", + " \"process_name\": \"HotRollingProcess\",\n", + " \"output_data\": [\"HotRolledCopperSheets\"]\n", + " },\n", + " \"ColdFormingProcess\": {\n", + " \"input_data\": [\"HotRolledCopperSheets\"],\n", + " \"process_name\": \"ColdFormingProcess\",\n", + " \"output_data\": [\"ColdFormedCopperComponents\"]\n", + " },\n", + " \"ColdRollingProcess\": {\n", + " \"input_data\": [\"ColdFormedCopperComponents\"],\n", + " \"process_name\": \"ColdRollingProcess\",\n", + " \"output_data\": [\"ColdRolledCopperStrips\"]\n", + " },\n", + " \"ReheatingProcess\": {\n", + " \"input_data\": [\"ColdRolledCopperStrips\"],\n", + " \"process_name\": \"ReheatingProcess\",\n", + " \"output_data\": [\"ReheatedCopperStrips\"]\n", + " },\n", + " \"IntermediateAnnealingProcess\": {\n", + " \"input_data\": [\"ReheatedCopperStrips\"],\n", + " \"process_name\": \"IntermediateAnnealingProcess\",\n", + " \"output_data\": [\"IntermediateAnnealedCopperStrips\"]\n", + " },\n", + " \"AnnealingProcess\": {\n", + " \"input_data\": [\"IntermediateAnnealedCopperStrips\"],\n", + " \"process_name\": \"AnnealingProcess\",\n", + " \"output_data\": [\"AnnealedCopperStrips\"]\n", + " },\n", + " \"ProductCharacterizationProcess\": {\n", + " \"input_data\": [\"AnnealedCopperStrips\"],\n", + " \"process_name\": \"ProductCharacterizationProcess\",\n", + " \"output_data\": [\"CharacterizedCopperSemifinished\"]\n", + " },\n", + " \"DigitalProductPassportCreationProcess\": {\n", + " \"input_data\": [\"CharacterizedCopperSemifinished\"],\n", + " \"process_name\": \"DigitalProductPassportCreationProcess\",\n", + " \"output_data\": [\"CopperSemifinishedWithDpp\"]\n", + " },\n", + " \"IncomingInspectionProcess\": {\n", + " \"input_data\": [\"CopperSemifinishedWithDpp\"],\n", + " \"process_name\": \"IncomingInspectionProcess\",\n", + " \"output_data\": [\"InspectedCopperSemifinished\"]\n", + " },\n", + " \"ContactManufacturingProcess\": {\n", + " \"input_data\": [\"InspectedCopperSemifinished\"],\n", + " \"process_name\": \"ContactManufacturingProcess\",\n", + " \"output_data\": [\"ManufacturedCopperContacts\"]\n", + " },\n", + " \"GalvanizingProcess\": {\n", + " \"input_data\": [\"ManufacturedCopperContacts\"],\n", + " \"process_name\": \"GalvanizingProcess\",\n", + " \"output_data\": [\"GalvanizedCopperContacts\"]\n", + " },\n", + " \"AssemblyProcess\": {\n", + " \"input_data\": [\"GalvanizedCopperContacts\", \"SustainablePlasticComponents\"],\n", + " \"process_name\": \"AssemblyProcess\",\n", + " \"output_data\": [\"AssembledCopperConnectorWithHousing\"]\n", + " },\n", + " \"ComponentTestingProcess\": {\n", + " \"input_data\": [\"AssembledCopperConnectorWithHousing\"],\n", + " \"process_name\": \"ComponentTestingProcess\",\n", + " \"output_data\": [\"TestedCopperConnector\"]\n", + " },\n", + " \"DigitalProductPassportUpdateProcess\": {\n", + " \"input_data\": [\"TestedCopperConnector\"],\n", + " \"process_name\": \"DigitalProductPassportUpdateProcess\",\n", + " \"output_data\": [\"FinalCopperConnectorWithDpp\"]\n", + " },\n", + " \"CalibrationProcess\": {\n", + " \"input_data\": [\"FinalCopperConnectorWithDpp\"],\n", + " \"process_name\": \"CalibrationProcess\",\n", + " \"output_data\": [\"CalibratedCopperConnector\"]\n", + " },\n", + " \"DistributionProcess\": {\n", + " \"input_data\": [\"CalibratedCopperConnector\"],\n", + " \"process_name\": \"DistributionProcess\",\n", + " \"output_data\": [\"DistributedCopperConnector\"]\n", + " },\n", + " \"ProductUseProcess\": {\n", + " \"input_data\": [\"DistributedCopperConnector\"],\n", + " \"process_name\": \"ProductUseProcess\",\n", + " \"output_data\": [\"UsedCopperConnector\"]\n", + " },\n", + " \"EndOfLifeProcess\": {\n", + " \"input_data\": [\"UsedCopperConnector\"],\n", + " \"process_name\": \"EndOfLifeProcess\",\n", + " \"output_data\": [\"EolCopperMaterials\"]\n", + " }\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "53add1f4-1f64-420e-89bb-8b49cbd837e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'input_data': ['ManufacturedCopperContacts'],\n", + " 'process_name': 'GalvanizingProcess',\n", + " 'output_data': ['GalvanizedCopperContacts']}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "process_dict = copper_processes[\"GalvanizingProcess\"]\n", + "process_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "667d607c-01c8-4d14-bcf6-fd1bbc1386f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ManufacturedCopperContacts': sdata.sclass.process.ManufacturedCopperContacts}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "{i:sclass(i) for i in process_dict[\"input_data\"]}" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1075f3e3-1460-400c-bd32-236ca5edfb1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + "g =get_process_graph([p])\n", + "g" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "8bf752a3-301a-4a39-aee8-1f426f8031dc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 151, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "copper_processes_dict = {}\n", + "\n", + "g = ProcessGraph()\n", + "for process_dict in copper_processes.values():\n", + " p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + " g.add_process(p)\n", + " copper_processes_dict[process_dict[\"process_name\"]] = p\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/all_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "20367cc8-853d-4470-9b03-6185fd88ac02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.gv'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.save(\"copper_processes.gv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a5c4e38e-1573-47fe-9f87-8d67bae27d6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.pdf'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(\"copper_processes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3153b54a-ecf8-4888-8cac-f0372bff0e6e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\tPureMetal [label=PureMetal shape=box]\n", + "\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "196151f8-9941-4673-b492-e7818505021b", + "metadata": {}, + "outputs": [], + "source": [ + "gvs = \"\"\"digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tsubgraph cluster_RawMaterialPreparation {\n", + "\t\tlabel=\"Rohmaterialvorbereitung (Raw Material Preparation)\"\n", + "\t\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\t\tPureMetal [label=PureMetal shape=box]\n", + "\t\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\t\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\t}\n", + "\tsubgraph cluster_MeltingAndCasting {\n", + "\t\tlabel=\"Schmelzen und Gießen (Melting and Casting)\"\n", + "\t\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\t\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\t\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\t\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FormingAndRolling {\n", + "\t\tlabel=\"Umformung und Walzen (Forming and Rolling)\"\n", + "\t\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\t\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\t\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\t\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\t\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\t\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_HeatTreatment {\n", + "\t\tlabel=\"Wärmebehandlung (Heat Treatment)\"\n", + "\t\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\t\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\t\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\t\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_SemifinishedCharacterizationAndDpp {\n", + "\t\tlabel=\"Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\"\n", + "\t\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\t\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\t\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\t\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FinalProductManufacturing {\n", + "\t\tlabel=\"Endproduktfertigung (Final Product Manufacturing)\"\n", + "\t\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\t\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\t\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\t\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\t\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\t\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\t\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\t\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\t\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\t}\n", + "\tsubgraph cluster_TestingAndDppUpdate {\n", + "\t\tlabel=\"Prüfung und DPP-Update (Testing and DPP Update)\"\n", + "\t\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\t\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\t\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\t\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_CalibrationAndDistribution {\n", + "\t\tlabel=\"Kalibrierung und Distribution (Calibration and Distribution)\"\n", + "\t\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\t\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\t\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\t\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\t}\n", + "\tsubgraph cluster_UsageAndEol {\n", + "\t\tlabel=\"Nutzung und EoL (Usage and EoL)\"\n", + "\t\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\t\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\t\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\t\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\t}\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1083aa6c-5b20-41df-9af0-17b4f6920508", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "cluster_RawMaterialPreparation\n", + "\n", + "Rohmaterialvorbereitung (Raw Material Preparation)\n", + "\n", + "\n", + "cluster_MeltingAndCasting\n", + "\n", + "Schmelzen und Gießen (Melting and Casting)\n", + "\n", + "\n", + "cluster_FormingAndRolling\n", + "\n", + "Umformung und Walzen (Forming and Rolling)\n", + "\n", + "\n", + "cluster_HeatTreatment\n", + "\n", + "Wärmebehandlung (Heat Treatment)\n", + "\n", + "\n", + "cluster_SemifinishedCharacterizationAndDpp\n", + "\n", + "Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\n", + "\n", + "\n", + "cluster_FinalProductManufacturing\n", + "\n", + "Endproduktfertigung (Final Product Manufacturing)\n", + "\n", + "\n", + "cluster_TestingAndDppUpdate\n", + "\n", + "Prüfung und DPP-Update (Testing and DPP Update)\n", + "\n", + "\n", + "cluster_CalibrationAndDistribution\n", + "\n", + "Kalibrierung und Distribution (Calibration and Distribution)\n", + "\n", + "\n", + "cluster_UsageAndEol\n", + "\n", + "Nutzung und EoL (Usage and EoL)\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from graphviz import Source\n", + "s = Source(gvs, format='svg') # Use 'svg' for interactive rendering or 'png' for static image\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "946227f8-3e3c-43a5-b27d-bd3013f44f84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RawMaterialPreparation': {'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']},\n", + " 'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess',\n", + " 'AssemblyProcess']},\n", + " 'TestingAndDppUpdate': {'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'RawMaterialPreparation': {\n", + " 'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']\n", + " },\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess']\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', 'AssemblyProcess']\n", + " },\n", + " 'TestingAndDppUpdate': {\n", + " 'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "5f607fa3-e533-457a-b938-4a7f7334ec4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess',\n", + " 'MeltingProcess',\n", + " 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess',\n", + " 'IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess',\n", + " 'ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 119, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess', 'MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess', \n", + " 'IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', ]\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess', 'ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + "# 'TestingAndDppUpdate': {\n", + "# 'process_name': 'TestingAndDppUpdate',\n", + "# 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + "# 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + "# },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "ccdd7c17-b3e4-48b1-9404-871b7ddc9baa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GroupedProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "CastCopperBars->FormingAndRolling\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->UsageAndEol\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->HeatTreatment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsageAndEol->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HeatTreatment->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FormingAndRolling->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes = {}\n", + "g = ProcessGraph()\n", + "for process_dict in grouped_processes_dict.values():\n", + " subprocesses = [copper_processes_dict[pname] for pname in process_dict[\"processes\"]]\n", + " name = process_dict[\"process_name\"]\n", + "# print(name, subprocesses)\n", + " p = create_composite_process_class(name, subprocesses)\n", + " g.add_process(p)\n", + "# ProcessNode(process_dict[\"process_name\"], processes=[copper_processes_dict[pname] for pname in process_dict[\"processes\"]])\n", + " grouped_processes[p.__name__] = p\n", + "dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/grouped_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "837df9e5-23a9-4af3-8485-3d6be9dd06de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': sdata.sclass.process.MeltingAndCasting,\n", + " 'FormingAndRolling': sdata.sclass.process.FormingAndRolling,\n", + " 'HeatTreatment': sdata.sclass.process.HeatTreatment,\n", + " 'SemifinishedCharacterizationAndDpp': sdata.sclass.process.SemifinishedCharacterizationAndDpp,\n", + " 'FinalProductManufacturing': sdata.sclass.process.FinalProductManufacturing,\n", + " 'CalibrationAndDistribution': sdata.sclass.process.CalibrationAndDistribution,\n", + " 'UsageAndEol': sdata.sclass.process.UsageAndEol}" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "6d52a63f-304e-4e7e-8db9-ce7eaf2ce245", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/MeltingAndCasting\n", + "/tmp/FormingAndRolling\n", + "/tmp/HeatTreatment\n", + "/tmp/SemifinishedCharacterizationAndDpp\n", + "/tmp/FinalProductManufacturing\n", + "/tmp/CalibrationAndDistribution\n", + "/tmp/UsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " g = ProcessGraph()\n", + " [g.add_process(p) for p in pg.processes]\n", + " dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "71269731-a1fc-4e13-8b40-bd5b97eaeeeb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['MeltingAndCasting', 'FormingAndRolling', 'HeatTreatment', 'SemifinishedCharacterizationAndDpp', 'FinalProductManufacturing', 'CalibrationAndDistribution', 'UsageAndEol'])" + ] + }, + "execution_count": 150, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "8b539df1-202b-405f-a831-e2b741790356", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "d2215b7c-f828-45f0-a0df-650206eda951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'DistributedCopperConnector', 'EolCopperMaterials', 'UsedCopperConnector'}" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.data_nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "08d438df-327a-4587-8989-d4b76a67efa5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'UsedCopperConnector': sdata.sclass.process.UsedCopperConnector}" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "6529e221-7038-4d78-a546-0687dbfad5fb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials}" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "7e8614a8-18c5-4662-84ff-6231df929e9f", + "metadata": {}, + "outputs": [], + "source": [ + "g.update_class_map()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "69e536e8-5815-4144-8c58-f97cf2a6bf93", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/UsageAndEol.png'" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(f\"/tmp/{p.__name__}\", format=\"png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4cbc0f0-b192-4b17-89c8-0a8f13b35fef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "0bd5c06c-7e4b-4584-acf4-7705b52e9bda", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "a5c339d4-19e9-40fa-8e79-2291c089fbea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph SemifinishedCharacterizationAndDpp {\n", + "\tgraph [rankdir=TD]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tsubgraph cluster_use_eol {\n", + "\t\tcolor=black fillcolor=\"#efffff\" label=ProcessGraph labeljust=l labelloc=t penwidth=1.5 peripheries=1 style=filled\n", + "\t}\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "879e684b-d577-49c1-8b35-3721ea8ba170", + "metadata": {}, + "outputs": [], + "source": [ + "import graphviz" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "c4103b1e-419a-4561-90c1-0ac6d36f3b97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'DistributedCopperConnector': sdata.sclass.process.DistributedCopperConnector},\n", + " {'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials})" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p.input_classes, p.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "6f88a214-3e0d-4314-b447-78d50e074d78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.MeltingAndCasting" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pg" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "f894e2c7-6529-42c6-93f7-5d1d39169c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CopperContainingScraps': sdata.sclass.process.CopperContainingScraps,\n", + " 'PureMetal': sdata.sclass.process.PureMetal}" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "9bb048ab-47b0-4a76-bc6f-bec494dfe03f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CastCopperBars': sdata.sclass.process.CastCopperBars}" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "15e224b4-0e0a-405c-8f24-369c8695bc66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "f55c2f2c-bccf-4507-843d-f7cf1ec63507", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = ProcessGraph()\n", + "for p in pg.processes:\n", + " g.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "99f194ab-a568-46ca-9859-810aa87d5160", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph()\n", + "pgv.add_process(pg)\n", + "\n", + "sg = ProcessGraph()\n", + "for p in pg.processes:\n", + " print(p)\n", + " sg.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "f3337fa3-add2-476c-be35-5c0ef91bb8b0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes[0].processes" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "9371a4b6-91f5-484d-a3b1-2fcfc72f0850", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sg.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "dbb89d46-4d29-4805-834f-212701072125", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph(name=pg.__name__)\n", + "pgv.add_process(pg)\n", + "pgv.to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "bbe3e019-1b37-4cef-b5bd-7ec8aae1ff53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.MeltingAndCasting]" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "bede14eb-c134-467a-bbdc-aba2a73d07ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "subprocessgraph\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.get_subprocess_graph().to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "4681e465-795a-47cf-8fbe-d3e61717b184", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "cluster_use_eol\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.to_graphviz_cluster()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "82c42ef0-2c15-4b7a-8e1a-537d3cda0490", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/lifecycle_processesMeltingAndCasting\n", + "/tmp/lifecycle_processesFormingAndRolling\n", + "/tmp/lifecycle_processesHeatTreatment\n", + "/tmp/lifecycle_processesSemifinishedCharacterizationAndDpp\n", + "/tmp/lifecycle_processesFinalProductManufacturing\n", + "/tmp/lifecycle_processesCalibrationAndDistribution\n", + "/tmp/lifecycle_processesUsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " pgv = ProcessGraph(name=pg.__name__)\n", + " pgv.add_process(pg)\n", + " dot_graph = pgv.to_graphviz_cluster(name=pg.__name__, rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/lifecycle_processes/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/lifecycle_processes{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "75beae52-e3aa-489c-8ec8-5fc2122d5157", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b0d2d646-3e15-4a4f-97dd-b6fd650f3259", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1435929-7250-4a92-a5c6-974248a7504f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd619979-49ba-49b0-9171-0d86a9357b75", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84b4bd2a-3498-4a3d-9c39-9111d2e84a9f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4937244d-d001-4d20-b526-d531b50555a1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c0857da-9449-4590-82bd-90c432c88ee2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90b793a7-4d82-4b02-bedf-b017fd62b3ba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bdc3f862-b5ad-4d55-b9d9-2a346b8b070f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b37417e3-2a49-4b84-9f60-9ea65d09e504", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9c30f3d-1416-4f06-a2a4-ae5ce3b49ce4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c92257a3-89d8-487c-af54-baa04e3ba95e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/workflow_dp2g.ipynb b/ipynb/ontology/workflow_dp2g.ipynb new file mode 100644 index 0000000..60c27b9 --- /dev/null +++ b/ipynb/ontology/workflow_dp2g.ipynb @@ -0,0 +1,3941 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "A module that was compiled using NumPy 1.x cannot be run in\n", + "NumPy 2.3.2 as it may crash. To support both 1.x and 2.x\n", + "versions of NumPy, modules must be compiled with NumPy 2.0.\n", + "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n", + "\n", + "If you are a user of the module, the easiest solution will be to\n", + "downgrade to 'numpy<2' or try to upgrade the affected module.\n", + "We expect that some modules will need time to support NumPy 2.\n", + "\n", + "Traceback (most recent call last): File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/runpy.py\", line 198, in _run_module_as_main\n", + " return _run_code(code, main_globals, None,\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/runpy.py\", line 88, in _run_code\n", + " exec(code, run_globals)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel_launcher.py\", line 18, in \n", + " app.launch_new_instance()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/traitlets/config/application.py\", line 1075, in launch_instance\n", + " app.start()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelapp.py\", line 739, in start\n", + " self.io_loop.start()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/tornado/platform/asyncio.py\", line 205, in start\n", + " self.asyncio_loop.run_forever()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/base_events.py\", line 640, in run_forever\n", + " self._run_once()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/base_events.py\", line 1992, in _run_once\n", + " handle._run()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/events.py\", line 88, in _run\n", + " self._context.run(self._callback, *self._args)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 545, in dispatch_queue\n", + " await self.process_one()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 534, in process_one\n", + " await dispatch(*args)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 437, in dispatch_shell\n", + " await result\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/ipkernel.py\", line 362, in execute_request\n", + " await super().execute_request(stream, ident, parent)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 778, in execute_request\n", + " reply_content = await reply_content\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/ipkernel.py\", line 449, in do_execute\n", + " res = shell.run_cell(\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/zmqshell.py\", line 549, in run_cell\n", + " return super().run_cell(*args, **kwargs)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3075, in run_cell\n", + " result = self._run_cell(\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3130, in _run_cell\n", + " result = runner(coro)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/async_helpers.py\", line 128, in _pseudo_sync_runner\n", + " coro.send(None)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3334, in run_cell_async\n", + " has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3517, in run_ast_nodes\n", + " if await self.run_code(code, result, async_=asy):\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3577, in run_code\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \"/tmp/ipykernel_18054/2263308769.py\", line 7, in \n", + " from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + " File \"/home/ingolf.lepenies/projects/sdata/sdata/__init__.py\", line 21, in \n", + " import pandas\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/__init__.py\", line 26, in \n", + " from pandas.compat import (\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/compat/__init__.py\", line 27, in \n", + " from pandas.compat.pyarrow import (\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/compat/pyarrow.py\", line 8, in \n", + " import pyarrow as pa\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pyarrow/__init__.py\", line 65, in \n", + " import pyarrow.lib as _lib\n" + ] + }, + { + "ename": "ImportError", + "evalue": "\nA module that was compiled using NumPy 1.x cannot be run in\nNumPy 2.3.2 as it may crash. To support both 1.x and 2.x\nversions of NumPy, modules must be compiled with NumPy 2.0.\nSome module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n\nIf you are a user of the module, the easiest solution will be to\ndowngrade to 'numpy<2' or try to upgrade the affected module.\nWe expect that some modules will need time to support NumPy 2.\n\n", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/site-packages/numpy/core/_multiarray_umath.py:46\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr_name)\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[38;5;66;03m# Also print the message (with traceback). This is because old versions\u001b[39;00m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# of NumPy unfortunately set up the import to replace (and hide) the\u001b[39;00m\n\u001b[1;32m 43\u001b[0m \u001b[38;5;66;03m# error. The traceback shouldn't be needed, but e.g. pytest plugins\u001b[39;00m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;66;03m# seem to swallow it and we should be failing anyway...\u001b[39;00m\n\u001b[1;32m 45\u001b[0m sys\u001b[38;5;241m.\u001b[39mstderr\u001b[38;5;241m.\u001b[39mwrite(msg \u001b[38;5;241m+\u001b[39m tb_msg)\n\u001b[0;32m---> 46\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m(msg)\n\u001b[1;32m 48\u001b[0m ret \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(_multiarray_umath, attr_name, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[1;32m 49\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ret \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[0;31mImportError\u001b[0m: \nA module that was compiled using NumPy 1.x cannot be run in\nNumPy 2.3.2 as it may crash. To support both 1.x and 2.x\nversions of NumPy, modules must be compiled with NumPy 2.0.\nSome module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n\nIf you are a user of the module, the easiest solution will be to\ndowngrade to 'numpy<2' or try to upgrade the affected module.\nWe expect that some modules will need time to support NumPy 2.\n\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "A module that was compiled using NumPy 1.x cannot be run in\n", + "NumPy 2.3.2 as it may crash. To support both 1.x and 2.x\n", + "versions of NumPy, modules must be compiled with NumPy 2.0.\n", + "Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n", + "\n", + "If you are a user of the module, the easiest solution will be to\n", + "downgrade to 'numpy<2' or try to upgrade the affected module.\n", + "We expect that some modules will need time to support NumPy 2.\n", + "\n", + "Traceback (most recent call last): File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/runpy.py\", line 198, in _run_module_as_main\n", + " return _run_code(code, main_globals, None,\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/runpy.py\", line 88, in _run_code\n", + " exec(code, run_globals)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel_launcher.py\", line 18, in \n", + " app.launch_new_instance()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/traitlets/config/application.py\", line 1075, in launch_instance\n", + " app.start()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelapp.py\", line 739, in start\n", + " self.io_loop.start()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/tornado/platform/asyncio.py\", line 205, in start\n", + " self.asyncio_loop.run_forever()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/base_events.py\", line 640, in run_forever\n", + " self._run_once()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/base_events.py\", line 1992, in _run_once\n", + " handle._run()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/asyncio/events.py\", line 88, in _run\n", + " self._context.run(self._callback, *self._args)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 545, in dispatch_queue\n", + " await self.process_one()\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 534, in process_one\n", + " await dispatch(*args)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 437, in dispatch_shell\n", + " await result\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/ipkernel.py\", line 362, in execute_request\n", + " await super().execute_request(stream, ident, parent)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/kernelbase.py\", line 778, in execute_request\n", + " reply_content = await reply_content\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/ipkernel.py\", line 449, in do_execute\n", + " res = shell.run_cell(\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/ipykernel/zmqshell.py\", line 549, in run_cell\n", + " return super().run_cell(*args, **kwargs)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3075, in run_cell\n", + " result = self._run_cell(\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3130, in _run_cell\n", + " result = runner(coro)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/async_helpers.py\", line 128, in _pseudo_sync_runner\n", + " coro.send(None)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3334, in run_cell_async\n", + " has_raised = await self.run_ast_nodes(code_ast.body, cell_name,\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3517, in run_ast_nodes\n", + " if await self.run_code(code, result, async_=asy):\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/core/interactiveshell.py\", line 3577, in run_code\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \"/tmp/ipykernel_18054/2263308769.py\", line 7, in \n", + " from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + " File \"/home/ingolf.lepenies/projects/sdata/sdata/__init__.py\", line 21, in \n", + " import pandas\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/__init__.py\", line 49, in \n", + " from pandas.core.api import (\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/core/api.py\", line 9, in \n", + " from pandas.core.dtypes.dtypes import (\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pandas/core/dtypes/dtypes.py\", line 24, in \n", + " from pandas._libs import (\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/pyarrow/__init__.py\", line 65, in \n", + " import pyarrow.lib as _lib\n" + ] + }, + { + "ename": "ImportError", + "evalue": "\nA module that was compiled using NumPy 1.x cannot be run in\nNumPy 2.3.2 as it may crash. To support both 1.x and 2.x\nversions of NumPy, modules must be compiled with NumPy 2.0.\nSome module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n\nIf you are a user of the module, the easiest solution will be to\ndowngrade to 'numpy<2' or try to upgrade the affected module.\nWe expect that some modules will need time to support NumPy 2.\n\n", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/site-packages/numpy/core/_multiarray_umath.py:46\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr_name)\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[38;5;66;03m# Also print the message (with traceback). This is because old versions\u001b[39;00m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# of NumPy unfortunately set up the import to replace (and hide) the\u001b[39;00m\n\u001b[1;32m 43\u001b[0m \u001b[38;5;66;03m# error. The traceback shouldn't be needed, but e.g. pytest plugins\u001b[39;00m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;66;03m# seem to swallow it and we should be failing anyway...\u001b[39;00m\n\u001b[1;32m 45\u001b[0m sys\u001b[38;5;241m.\u001b[39mstderr\u001b[38;5;241m.\u001b[39mwrite(msg \u001b[38;5;241m+\u001b[39m tb_msg)\n\u001b[0;32m---> 46\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m(msg)\n\u001b[1;32m 48\u001b[0m ret \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(_multiarray_umath, attr_name, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[1;32m 49\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ret \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[0;31mImportError\u001b[0m: \nA module that was compiled using NumPy 1.x cannot be run in\nNumPy 2.3.2 as it may crash. To support both 1.x and 2.x\nversions of NumPy, modules must be compiled with NumPy 2.0.\nSome module may need to rebuild instead e.g. with 'pybind11>=2.12'.\n\nIf you are a user of the module, the easiest solution will be to\ndowngrade to 'numpy<2' or try to upgrade the affected module.\nWe expect that some modules will need time to support NumPy 2.\n\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "08:34:47 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "08:34:47 INFO:NumExpr defaulting to 16 threads.\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6aea6987-db41-4b08-9540-c5613b6ab539", + "metadata": {}, + "outputs": [], + "source": [ + "processes = {\n", + " \"ConceptProcess\": {\n", + " \"input_data\": [\"Requirements\"],\n", + " \"process_name\": \"ConceptProcess\",\n", + " \"output_data\": [\"ConceptModel\"]\n", + " },\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "53add1f4-1f64-420e-89bb-8b49cbd837e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'input_data': ['Requirements'],\n", + " 'process_name': 'ConceptProcess',\n", + " 'output_data': ['ConceptModel']}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "process_dict = processes[\"ConceptProcess\"]\n", + "process_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "667d607c-01c8-4d14-bcf6-fd1bbc1386f7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Requirements': sdata.sclass.process.Requirements}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "{i:sclass(i) for i in process_dict[\"input_data\"]}" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1075f3e3-1460-400c-bd32-236ca5edfb1f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + "g =get_process_graph([p])\n", + "g" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "8bf752a3-301a-4a39-aee8-1f426f8031dc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 151, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "copper_processes_dict = {}\n", + "\n", + "g = ProcessGraph()\n", + "for process_dict in copper_processes.values():\n", + " p = create_process_class(process_dict[\"process_name\"], \n", + " {i:sclass(i) for i in process_dict[\"input_data\"]}, \n", + " {o:sclass(o) for o in process_dict[\"output_data\"]})\n", + " g.add_process(p)\n", + " copper_processes_dict[process_dict[\"process_name\"]] = p\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/all_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "20367cc8-853d-4470-9b03-6185fd88ac02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.gv'" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.save(\"copper_processes.gv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "a5c4e38e-1573-47fe-9f87-8d67bae27d6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'copper_processes.pdf'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(\"copper_processes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "3153b54a-ecf8-4888-8cac-f0372bff0e6e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\tPureMetal [label=PureMetal shape=box]\n", + "\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "196151f8-9941-4673-b492-e7818505021b", + "metadata": {}, + "outputs": [], + "source": [ + "gvs = \"\"\"digraph CombinedProcess {\n", + "\tgraph [rankdir=TD]\n", + "\tsubgraph cluster_RawMaterialPreparation {\n", + "\t\tlabel=\"Rohmaterialvorbereitung (Raw Material Preparation)\"\n", + "\t\tCopperContainingScraps [label=CopperContainingScraps shape=box]\n", + "\t\tPureMetal [label=PureMetal shape=box]\n", + "\t\tSeparationAndWeighingProcess [label=SeparationAndWeighingProcess color=lightblue shape=component style=filled]\n", + "\t\tSeparatedWeighedCopperMaterials [label=SeparatedWeighedCopperMaterials shape=box]\n", + "\t}\n", + "\tsubgraph cluster_MeltingAndCasting {\n", + "\t\tlabel=\"Schmelzen und Gießen (Melting and Casting)\"\n", + "\t\tMeltingProcess [label=MeltingProcess color=lightblue shape=component style=filled]\n", + "\t\tMoltenCopperAlloy [label=MoltenCopperAlloy shape=box]\n", + "\t\tContinuousCastingProcess [label=ContinuousCastingProcess color=lightblue shape=component style=filled]\n", + "\t\tCastCopperBars [label=CastCopperBars shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FormingAndRolling {\n", + "\t\tlabel=\"Umformung und Walzen (Forming and Rolling)\"\n", + "\t\tOfMillingProcess [label=OfMillingProcess color=lightblue shape=component style=filled]\n", + "\t\tMilledOxygenFreeCopper [label=MilledOxygenFreeCopper shape=box]\n", + "\t\tHotFormingProcess [label=HotFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotFormedCopperProfiles [label=HotFormedCopperProfiles shape=box]\n", + "\t\tHotRollingProcess [label=HotRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tHotRolledCopperSheets [label=HotRolledCopperSheets shape=box]\n", + "\t\tColdFormingProcess [label=ColdFormingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdFormedCopperComponents [label=ColdFormedCopperComponents shape=box]\n", + "\t\tColdRollingProcess [label=ColdRollingProcess color=lightblue shape=component style=filled]\n", + "\t\tColdRolledCopperStrips [label=ColdRolledCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_HeatTreatment {\n", + "\t\tlabel=\"Wärmebehandlung (Heat Treatment)\"\n", + "\t\tReheatingProcess [label=ReheatingProcess color=lightblue shape=component style=filled]\n", + "\t\tReheatedCopperStrips [label=ReheatedCopperStrips shape=box]\n", + "\t\tIntermediateAnnealingProcess [label=IntermediateAnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tIntermediateAnnealedCopperStrips [label=IntermediateAnnealedCopperStrips shape=box]\n", + "\t\tAnnealingProcess [label=AnnealingProcess color=lightblue shape=component style=filled]\n", + "\t\tAnnealedCopperStrips [label=AnnealedCopperStrips shape=box]\n", + "\t}\n", + "\tsubgraph cluster_SemifinishedCharacterizationAndDpp {\n", + "\t\tlabel=\"Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\"\n", + "\t\tProductCharacterizationProcess [label=ProductCharacterizationProcess color=lightblue shape=component style=filled]\n", + "\t\tCharacterizedCopperSemifinished [label=CharacterizedCopperSemifinished shape=box]\n", + "\t\tDigitalProductPassportCreationProcess [label=DigitalProductPassportCreationProcess color=lightblue shape=component style=filled]\n", + "\t\tCopperSemifinishedWithDpp [label=CopperSemifinishedWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_FinalProductManufacturing {\n", + "\t\tlabel=\"Endproduktfertigung (Final Product Manufacturing)\"\n", + "\t\tIncomingInspectionProcess [label=IncomingInspectionProcess color=lightblue shape=component style=filled]\n", + "\t\tInspectedCopperSemifinished [label=InspectedCopperSemifinished shape=box]\n", + "\t\tContactManufacturingProcess [label=ContactManufacturingProcess color=lightblue shape=component style=filled]\n", + "\t\tManufacturedCopperContacts [label=ManufacturedCopperContacts shape=box]\n", + "\t\tGalvanizingProcess [label=GalvanizingProcess color=lightblue shape=component style=filled]\n", + "\t\tGalvanizedCopperContacts [label=GalvanizedCopperContacts shape=box]\n", + "\t\tSustainablePlasticComponents [label=SustainablePlasticComponents shape=box]\n", + "\t\tAssemblyProcess [label=AssemblyProcess color=lightblue shape=component style=filled]\n", + "\t\tAssembledCopperConnectorWithHousing [label=AssembledCopperConnectorWithHousing shape=box]\n", + "\t}\n", + "\tsubgraph cluster_TestingAndDppUpdate {\n", + "\t\tlabel=\"Prüfung und DPP-Update (Testing and DPP Update)\"\n", + "\t\tComponentTestingProcess [label=ComponentTestingProcess color=lightblue shape=component style=filled]\n", + "\t\tTestedCopperConnector [label=TestedCopperConnector shape=box]\n", + "\t\tDigitalProductPassportUpdateProcess [label=DigitalProductPassportUpdateProcess color=lightblue shape=component style=filled]\n", + "\t\tFinalCopperConnectorWithDpp [label=FinalCopperConnectorWithDpp shape=box]\n", + "\t}\n", + "\tsubgraph cluster_CalibrationAndDistribution {\n", + "\t\tlabel=\"Kalibrierung und Distribution (Calibration and Distribution)\"\n", + "\t\tCalibrationProcess [label=CalibrationProcess color=lightblue shape=component style=filled]\n", + "\t\tCalibratedCopperConnector [label=CalibratedCopperConnector shape=box]\n", + "\t\tDistributionProcess [label=DistributionProcess color=lightblue shape=component style=filled]\n", + "\t\tDistributedCopperConnector [label=DistributedCopperConnector shape=box]\n", + "\t}\n", + "\tsubgraph cluster_UsageAndEol {\n", + "\t\tlabel=\"Nutzung und EoL (Usage and EoL)\"\n", + "\t\tProductUseProcess [label=ProductUseProcess color=lightblue shape=component style=filled]\n", + "\t\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\t\tEndOfLifeProcess [label=EndOfLifeProcess color=lightblue shape=component style=filled]\n", + "\t\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\t}\n", + "\tCopperContainingScraps -> SeparationAndWeighingProcess\n", + "\tPureMetal -> SeparationAndWeighingProcess\n", + "\tSeparationAndWeighingProcess -> SeparatedWeighedCopperMaterials\n", + "\tSeparatedWeighedCopperMaterials -> MeltingProcess\n", + "\tMeltingProcess -> MoltenCopperAlloy\n", + "\tMoltenCopperAlloy -> ContinuousCastingProcess\n", + "\tContinuousCastingProcess -> CastCopperBars\n", + "\tCastCopperBars -> OfMillingProcess\n", + "\tOfMillingProcess -> MilledOxygenFreeCopper\n", + "\tMilledOxygenFreeCopper -> HotFormingProcess\n", + "\tHotFormingProcess -> HotFormedCopperProfiles\n", + "\tHotFormedCopperProfiles -> HotRollingProcess\n", + "\tHotRollingProcess -> HotRolledCopperSheets\n", + "\tHotRolledCopperSheets -> ColdFormingProcess\n", + "\tColdFormingProcess -> ColdFormedCopperComponents\n", + "\tColdFormedCopperComponents -> ColdRollingProcess\n", + "\tColdRollingProcess -> ColdRolledCopperStrips\n", + "\tColdRolledCopperStrips -> ReheatingProcess\n", + "\tReheatingProcess -> ReheatedCopperStrips\n", + "\tReheatedCopperStrips -> IntermediateAnnealingProcess\n", + "\tIntermediateAnnealingProcess -> IntermediateAnnealedCopperStrips\n", + "\tIntermediateAnnealedCopperStrips -> AnnealingProcess\n", + "\tAnnealingProcess -> AnnealedCopperStrips\n", + "\tAnnealedCopperStrips -> ProductCharacterizationProcess\n", + "\tProductCharacterizationProcess -> CharacterizedCopperSemifinished\n", + "\tCharacterizedCopperSemifinished -> DigitalProductPassportCreationProcess\n", + "\tDigitalProductPassportCreationProcess -> CopperSemifinishedWithDpp\n", + "\tCopperSemifinishedWithDpp -> IncomingInspectionProcess\n", + "\tIncomingInspectionProcess -> InspectedCopperSemifinished\n", + "\tInspectedCopperSemifinished -> ContactManufacturingProcess\n", + "\tContactManufacturingProcess -> ManufacturedCopperContacts\n", + "\tManufacturedCopperContacts -> GalvanizingProcess\n", + "\tGalvanizingProcess -> GalvanizedCopperContacts\n", + "\tGalvanizedCopperContacts -> AssemblyProcess\n", + "\tSustainablePlasticComponents -> AssemblyProcess\n", + "\tAssemblyProcess -> AssembledCopperConnectorWithHousing\n", + "\tAssembledCopperConnectorWithHousing -> ComponentTestingProcess\n", + "\tComponentTestingProcess -> TestedCopperConnector\n", + "\tTestedCopperConnector -> DigitalProductPassportUpdateProcess\n", + "\tDigitalProductPassportUpdateProcess -> FinalCopperConnectorWithDpp\n", + "\tFinalCopperConnectorWithDpp -> CalibrationProcess\n", + "\tCalibrationProcess -> CalibratedCopperConnector\n", + "\tCalibratedCopperConnector -> DistributionProcess\n", + "\tDistributionProcess -> DistributedCopperConnector\n", + "\tDistributedCopperConnector -> ProductUseProcess\n", + "\tProductUseProcess -> UsedCopperConnector\n", + "\tUsedCopperConnector -> EndOfLifeProcess\n", + "\tEndOfLifeProcess -> EolCopperMaterials\n", + "}\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "1083aa6c-5b20-41df-9af0-17b4f6920508", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "cluster_RawMaterialPreparation\n", + "\n", + "Rohmaterialvorbereitung (Raw Material Preparation)\n", + "\n", + "\n", + "cluster_MeltingAndCasting\n", + "\n", + "Schmelzen und Gießen (Melting and Casting)\n", + "\n", + "\n", + "cluster_FormingAndRolling\n", + "\n", + "Umformung und Walzen (Forming and Rolling)\n", + "\n", + "\n", + "cluster_HeatTreatment\n", + "\n", + "Wärmebehandlung (Heat Treatment)\n", + "\n", + "\n", + "cluster_SemifinishedCharacterizationAndDpp\n", + "\n", + "Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)\n", + "\n", + "\n", + "cluster_FinalProductManufacturing\n", + "\n", + "Endproduktfertigung (Final Product Manufacturing)\n", + "\n", + "\n", + "cluster_TestingAndDppUpdate\n", + "\n", + "Prüfung und DPP-Update (Testing and DPP Update)\n", + "\n", + "\n", + "cluster_CalibrationAndDistribution\n", + "\n", + "Kalibrierung und Distribution (Calibration and Distribution)\n", + "\n", + "\n", + "cluster_UsageAndEol\n", + "\n", + "Nutzung und EoL (Usage and EoL)\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "OfMillingProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars->OfMillingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "OfMillingProcess->MilledOxygenFreeCopper\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "HotFormingProcess\n", + "\n", + "\n", + "\n", + "MilledOxygenFreeCopper->HotFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "HotFormingProcess->HotFormedCopperProfiles\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotRollingProcess\n", + "\n", + "\n", + "\n", + "HotFormedCopperProfiles->HotRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "HotRollingProcess->HotRolledCopperSheets\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "ColdFormingProcess\n", + "\n", + "\n", + "\n", + "HotRolledCopperSheets->ColdFormingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "ColdFormingProcess->ColdFormedCopperComponents\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdRollingProcess\n", + "\n", + "\n", + "\n", + "ColdFormedCopperComponents->ColdRollingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "ColdRollingProcess->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ReheatingProcess\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->ReheatingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "ReheatingProcess->ReheatedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "ReheatedCopperStrips->IntermediateAnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "IntermediateAnnealingProcess->IntermediateAnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "AnnealingProcess\n", + "\n", + "\n", + "\n", + "IntermediateAnnealedCopperStrips->AnnealingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "AnnealingProcess->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->ProductCharacterizationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "ProductCharacterizationProcess->CharacterizedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "CharacterizedCopperSemifinished->DigitalProductPassportCreationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportCreationProcess->CopperSemifinishedWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "CopperSemifinishedWithDpp->IncomingInspectionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "IncomingInspectionProcess->InspectedCopperSemifinished\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "InspectedCopperSemifinished->ContactManufacturingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "ContactManufacturingProcess->ManufacturedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "GalvanizingProcess\n", + "\n", + "\n", + "\n", + "ManufacturedCopperContacts->GalvanizingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "GalvanizingProcess->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "AssemblyProcess\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->AssemblyProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "AssemblyProcess->AssembledCopperConnectorWithHousing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "AssembledCopperConnectorWithHousing->ComponentTestingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TestedCopperConnector\n", + "\n", + "TestedCopperConnector\n", + "\n", + "\n", + "\n", + "ComponentTestingProcess->TestedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "TestedCopperConnector->DigitalProductPassportUpdateProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "DigitalProductPassportUpdateProcess->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "CalibrationProcess\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "CalibrationProcess->CalibratedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "DistributionProcess\n", + "\n", + "\n", + "\n", + "CalibratedCopperConnector->DistributionProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributionProcess->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "ProductUseProcess\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->ProductUseProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "ProductUseProcess->UsedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "UsedCopperConnector->EndOfLifeProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "EndOfLifeProcess->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from graphviz import Source\n", + "s = Source(gvs, format='svg') # Use 'svg' for interactive rendering or 'png' for static image\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "946227f8-3e3c-43a5-b27d-bd3013f44f84", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RawMaterialPreparation': {'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']},\n", + " 'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess',\n", + " 'AssemblyProcess']},\n", + " 'TestingAndDppUpdate': {'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'RawMaterialPreparation': {\n", + " 'process_name': 'RawMaterialPreparation',\n", + " 'label': 'Rohmaterialvorbereitung (Raw Material Preparation)',\n", + " 'processes': ['SeparationAndWeighingProcess']\n", + " },\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess']\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', 'AssemblyProcess']\n", + " },\n", + " 'TestingAndDppUpdate': {\n", + " 'process_name': 'TestingAndDppUpdate',\n", + " 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + " 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "id": "5f607fa3-e533-457a-b938-4a7f7334ec4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': {'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess',\n", + " 'MeltingProcess',\n", + " 'ContinuousCastingProcess']},\n", + " 'FormingAndRolling': {'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess',\n", + " 'HotFormingProcess',\n", + " 'HotRollingProcess',\n", + " 'ColdFormingProcess',\n", + " 'ColdRollingProcess']},\n", + " 'HeatTreatment': {'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess',\n", + " 'IntermediateAnnealingProcess',\n", + " 'AnnealingProcess']},\n", + " 'SemifinishedCharacterizationAndDpp': {'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess',\n", + " 'DigitalProductPassportCreationProcess',\n", + " 'IncomingInspectionProcess',\n", + " 'ContactManufacturingProcess',\n", + " 'GalvanizingProcess']},\n", + " 'FinalProductManufacturing': {'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess',\n", + " 'ComponentTestingProcess',\n", + " 'DigitalProductPassportUpdateProcess']},\n", + " 'CalibrationAndDistribution': {'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']},\n", + " 'UsageAndEol': {'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']}}" + ] + }, + "execution_count": 119, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes_dict = {\n", + " 'MeltingAndCasting': {\n", + " 'process_name': 'MeltingAndCasting',\n", + " 'label': 'Schmelzen und Gießen (Melting and Casting)',\n", + " 'processes': ['SeparationAndWeighingProcess', 'MeltingProcess', 'ContinuousCastingProcess']\n", + " },\n", + " 'FormingAndRolling': {\n", + " 'process_name': 'FormingAndRolling',\n", + " 'label': 'Umformung und Walzen (Forming and Rolling)',\n", + " 'processes': ['OfMillingProcess', 'HotFormingProcess', 'HotRollingProcess', 'ColdFormingProcess', 'ColdRollingProcess']\n", + " },\n", + " 'HeatTreatment': {\n", + " 'process_name': 'HeatTreatment',\n", + " 'label': 'Wärmebehandlung (Heat Treatment)',\n", + " 'processes': ['ReheatingProcess', 'IntermediateAnnealingProcess', 'AnnealingProcess']\n", + " },\n", + " 'SemifinishedCharacterizationAndDpp': {\n", + " 'process_name': 'SemifinishedCharacterizationAndDpp',\n", + " 'label': 'Halbzeugherstellung - Charakterisierung und DPP (Semifinished Characterization and DPP)',\n", + " 'processes': ['ProductCharacterizationProcess', 'DigitalProductPassportCreationProcess', \n", + " 'IncomingInspectionProcess', 'ContactManufacturingProcess', 'GalvanizingProcess', ]\n", + " },\n", + " 'FinalProductManufacturing': {\n", + " 'process_name': 'FinalProductManufacturing',\n", + " 'label': 'Endproduktfertigung (Final Product Manufacturing)',\n", + " 'processes': ['AssemblyProcess', 'ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + " },\n", + "# 'TestingAndDppUpdate': {\n", + "# 'process_name': 'TestingAndDppUpdate',\n", + "# 'label': 'Prüfung und DPP-Update (Testing and DPP Update)',\n", + "# 'processes': ['ComponentTestingProcess', 'DigitalProductPassportUpdateProcess']\n", + "# },\n", + " 'CalibrationAndDistribution': {\n", + " 'process_name': 'CalibrationAndDistribution',\n", + " 'label': 'Kalibrierung und Distribution (Calibration and Distribution)',\n", + " 'processes': ['CalibrationProcess', 'DistributionProcess']\n", + " },\n", + " 'UsageAndEol': {\n", + " 'process_name': 'UsageAndEol',\n", + " 'label': 'Nutzung und EoL (Usage and EoL)',\n", + " 'processes': ['ProductUseProcess', 'EndOfLifeProcess']\n", + " }\n", + "}\n", + "grouped_processes_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "ccdd7c17-b3e4-48b1-9404-871b7ddc9baa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GroupedProcess\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "FormingAndRolling\n", + "\n", + "\n", + "\n", + "CastCopperBars->FormingAndRolling\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "AnnealedCopperStrips->SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "FinalCopperConnectorWithDpp->CalibrationAndDistribution\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "GalvanizedCopperContacts->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "UsageAndEol\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector->UsageAndEol\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "SustainablePlasticComponents\n", + "\n", + "\n", + "\n", + "SustainablePlasticComponents->FinalProductManufacturing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "HeatTreatment\n", + "\n", + "\n", + "\n", + "ColdRolledCopperStrips->HeatTreatment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CalibrationAndDistribution->DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "UsageAndEol->EolCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FinalProductManufacturing->FinalCopperConnectorWithDpp\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "HeatTreatment->AnnealedCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp->GalvanizedCopperContacts\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "FormingAndRolling->ColdRolledCopperStrips\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 148, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes = {}\n", + "g = ProcessGraph()\n", + "for process_dict in grouped_processes_dict.values():\n", + " subprocesses = [copper_processes_dict[pname] for pname in process_dict[\"processes\"]]\n", + " name = process_dict[\"process_name\"]\n", + "# print(name, subprocesses)\n", + " p = create_composite_process_class(name, subprocesses)\n", + " g.add_process(p)\n", + "# ProcessNode(process_dict[\"process_name\"], processes=[copper_processes_dict[pname] for pname in process_dict[\"processes\"]])\n", + " grouped_processes[p.__name__] = p\n", + "dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph.render(f\"/tmp/lifecycle_processes/grouped_processes\", format=\"png\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "837df9e5-23a9-4af3-8485-3d6be9dd06de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'MeltingAndCasting': sdata.sclass.process.MeltingAndCasting,\n", + " 'FormingAndRolling': sdata.sclass.process.FormingAndRolling,\n", + " 'HeatTreatment': sdata.sclass.process.HeatTreatment,\n", + " 'SemifinishedCharacterizationAndDpp': sdata.sclass.process.SemifinishedCharacterizationAndDpp,\n", + " 'FinalProductManufacturing': sdata.sclass.process.FinalProductManufacturing,\n", + " 'CalibrationAndDistribution': sdata.sclass.process.CalibrationAndDistribution,\n", + " 'UsageAndEol': sdata.sclass.process.UsageAndEol}" + ] + }, + "execution_count": 121, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "6d52a63f-304e-4e7e-8db9-ce7eaf2ce245", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/MeltingAndCasting\n", + "/tmp/FormingAndRolling\n", + "/tmp/HeatTreatment\n", + "/tmp/SemifinishedCharacterizationAndDpp\n", + "/tmp/FinalProductManufacturing\n", + "/tmp/CalibrationAndDistribution\n", + "/tmp/UsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " g = ProcessGraph()\n", + " [g.add_process(p) for p in pg.processes]\n", + " dot_graph = g.to_graphviz(name=\"GroupedProcess\", rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "71269731-a1fc-4e13-8b40-bd5b97eaeeeb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['MeltingAndCasting', 'FormingAndRolling', 'HeatTreatment', 'SemifinishedCharacterizationAndDpp', 'FinalProductManufacturing', 'CalibrationAndDistribution', 'UsageAndEol'])" + ] + }, + "execution_count": 150, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped_processes.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "8b539df1-202b-405f-a831-e2b741790356", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "DistributedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "d2215b7c-f828-45f0-a0df-650206eda951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'DistributedCopperConnector', 'EolCopperMaterials', 'UsedCopperConnector'}" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.data_nodes" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "08d438df-327a-4587-8989-d4b76a67efa5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'UsedCopperConnector': sdata.sclass.process.UsedCopperConnector}" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "6529e221-7038-4d78-a546-0687dbfad5fb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials}" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "7e8614a8-18c5-4662-84ff-6231df929e9f", + "metadata": {}, + "outputs": [], + "source": [ + "g.update_class_map()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "69e536e8-5815-4144-8c58-f97cf2a6bf93", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/UsageAndEol.png'" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph.render(f\"/tmp/{p.__name__}\", format=\"png\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4cbc0f0-b192-4b17-89c8-0a8f13b35fef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 129, + "id": "0bd5c06c-7e4b-4584-acf4-7705b52e9bda", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SemifinishedCharacterizationAndDpp\n", + "\n", + "\n", + "\n", + "UsedCopperConnector\n", + "\n", + "UsedCopperConnector\n", + "\n", + "\n", + "\n", + "EolCopperMaterials\n", + "\n", + "EolCopperMaterials\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"SemifinishedCharacterizationAndDpp\")\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "a5c339d4-19e9-40fa-8e79-2291c089fbea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph SemifinishedCharacterizationAndDpp {\n", + "\tgraph [rankdir=TD]\n", + "\tUsedCopperConnector [label=UsedCopperConnector shape=box]\n", + "\tEolCopperMaterials [label=EolCopperMaterials shape=box]\n", + "\tsubgraph cluster_use_eol {\n", + "\t\tcolor=black fillcolor=\"#efffff\" label=ProcessGraph labeljust=l labelloc=t penwidth=1.5 peripheries=1 style=filled\n", + "\t}\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "print(dot_graph.source)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "879e684b-d577-49c1-8b35-3721ea8ba170", + "metadata": {}, + "outputs": [], + "source": [ + "import graphviz" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "c4103b1e-419a-4561-90c1-0ac6d36f3b97", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'DistributedCopperConnector': sdata.sclass.process.DistributedCopperConnector},\n", + " {'EolCopperMaterials': sdata.sclass.process.EolCopperMaterials})" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p.input_classes, p.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "6f88a214-3e0d-4314-b447-78d50e074d78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.MeltingAndCasting" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pg" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "f894e2c7-6529-42c6-93f7-5d1d39169c5f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CopperContainingScraps': sdata.sclass.process.CopperContainingScraps,\n", + " 'PureMetal': sdata.sclass.process.PureMetal}" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.input_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "9bb048ab-47b0-4a76-bc6f-bec494dfe03f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CastCopperBars': sdata.sclass.process.CastCopperBars}" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.output_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "15e224b4-0e0a-405c-8f24-369c8695bc66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 136, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "f55c2f2c-bccf-4507-843d-f7cf1ec63507", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = ProcessGraph()\n", + "for p in pg.processes:\n", + " g.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "99f194ab-a568-46ca-9859-810aa87d5160", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 138, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph()\n", + "pgv.add_process(pg)\n", + "\n", + "sg = ProcessGraph()\n", + "for p in pg.processes:\n", + " print(p)\n", + " sg.add_process(p)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "f3337fa3-add2-476c-be35-5c0ef91bb8b0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.SeparationAndWeighingProcess,\n", + " sdata.sclass.process.MeltingProcess,\n", + " sdata.sclass.process.ContinuousCastingProcess]" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes[0].processes" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "9371a4b6-91f5-484d-a3b1-2fcfc72f0850", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sg.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "dbb89d46-4d29-4805-834f-212701072125", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->MeltingAndCasting\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingAndCasting->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pg = grouped_processes[\"MeltingAndCasting\"]\n", + "pgv = ProcessGraph(name=pg.__name__)\n", + "pgv.add_process(pg)\n", + "pgv.to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "bbe3e019-1b37-4cef-b5bd-7ec8aae1ff53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.MeltingAndCasting]" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.processes" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "bede14eb-c134-467a-bbdc-aba2a73d07ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "subprocessgraph\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.get_subprocess_graph().to_graphviz()" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "4681e465-795a-47cf-8fbe-d3e61717b184", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "cluster_use_eol\n", + "\n", + "MeltingAndCasting\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "CopperContainingScraps->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "PureMetal->SeparationAndWeighingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "SeparationAndWeighingProcess->SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "ContinuousCastingProcess->CastCopperBars\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "MeltingProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials->MeltingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy->ContinuousCastingProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MeltingProcess->MoltenCopperAlloy\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pgv.to_graphviz_cluster()" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "82c42ef0-2c15-4b7a-8e1a-537d3cda0490", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/tmp/lifecycle_processesMeltingAndCasting\n", + "/tmp/lifecycle_processesFormingAndRolling\n", + "/tmp/lifecycle_processesHeatTreatment\n", + "/tmp/lifecycle_processesSemifinishedCharacterizationAndDpp\n", + "/tmp/lifecycle_processesFinalProductManufacturing\n", + "/tmp/lifecycle_processesCalibrationAndDistribution\n", + "/tmp/lifecycle_processesUsageAndEol\n" + ] + } + ], + "source": [ + "for pg in grouped_processes.values():\n", + " pgv = ProcessGraph(name=pg.__name__)\n", + " pgv.add_process(pg)\n", + " dot_graph = pgv.to_graphviz_cluster(name=pg.__name__, rankdir=\"TD\", collapsed=True)\n", + " dot_graph.render(f\"/tmp/lifecycle_processes/{pg.__name__}\", format=\"png\")\n", + " print(f\"/tmp/lifecycle_processes{pg.__name__}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "75beae52-e3aa-489c-8ec8-5fc2122d5157", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "SeparatedWeighedCopperMaterials\n", + "\n", + "\n", + "\n", + "CastCopperBars\n", + "\n", + "CastCopperBars\n", + "\n", + "\n", + "\n", + "PureMetal\n", + "\n", + "PureMetal\n", + "\n", + "\n", + "\n", + "CopperContainingScraps\n", + "\n", + "CopperContainingScraps\n", + "\n", + "\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "MoltenCopperAlloy\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_graph = g.to_graphviz_cluster(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b0d2d646-3e15-4a4f-97dd-b6fd650f3259", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d1435929-7250-4a92-a5c6-974248a7504f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd619979-49ba-49b0-9171-0d86a9357b75", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84b4bd2a-3498-4a3d-9c39-9111d2e84a9f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4937244d-d001-4d20-b526-d531b50555a1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c0857da-9449-4590-82bd-90c432c88ee2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "90b793a7-4d82-4b02-bedf-b017fd62b3ba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bdc3f862-b5ad-4d55-b9d9-2a346b8b070f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b37417e3-2a49-4b84-9f60-9ea65d09e504", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9c30f3d-1416-4f06-a2a4-ae5ce3b49ce4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c92257a3-89d8-487c-af54-baa04e3ba95e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/workflow_generic.ipynb b/ipynb/ontology/workflow_generic.ipynb new file mode 100644 index 0000000..870eba9 --- /dev/null +++ b/ipynb/ontology/workflow_generic.ipynb @@ -0,0 +1,1303 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 31, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "f03badde-73f2-4ef9-aca7-fa4dcc744c77", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.base.Base" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass import spec_to_class\n", + "spec_to_class(\"Material\", on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "240359d3-7074-4710-aac8-40e78a677972", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.base import sclass_factory, sdata_factory, cls_from_spec\n", + "\n", + "material = cls_from_spec(\"Material\", on_error=\"ignore\")\n", + "tensiontest = cls_from_spec(\"TensionTest\", on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "3cd89eab-9a5e-4139-9d5a-34c47eddf170", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Material'" + ] + }, + "execution_count": 95, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.base import sclass_factory, sdata_factory\n", + "\n", + "m = sclass_factory(\"Material\", on_error=\"ignore\")\n", + "m.__class__.__name__" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "035ef702-fe1e-4462-9a3c-51eca4c90255", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "\n", + "class DataClass_1(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_a\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable A\", \"required\": True},\n", + " {\"name\": \"var_b\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable B\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_2(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_c\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable C\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_3(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_d\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable D\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_4(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_5(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_6(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n", + "class DataClass_7(ProcessData):\n", + " default_attributes = [\n", + " {\"name\": \"var_e\", \"value\": None, \"dtype\": \"float\", \"description\": \"Variable E\", \"required\": True},\n", + " ]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "ed11b0dd-b500-4878-be0f-2d5df8d8b633", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_1" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_Generic = create_process_class(\n", + " 'Process_1',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2, \"a\": tensiontest},\n", + " output_classes={'DataClass_3': DataClass_3, 'DataClass_6': DataClass_6},\n", + ")\n", + "Process_1_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "f2668dd5-37ec-4701-ab7e-1d69e1b68dda", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_3" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_2_Generic = create_process_class(\n", + " 'Process_3',\n", + " input_classes={'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3, 'DataClass_5': DataClass_5, \"Material1\": m.__class__},\n", + " output_classes={'DataClass_4': DataClass_4},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "3f8657cf-4f5b-463f-a78e-e5903c96bb33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Process_3" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_3_Generic = create_process_class(\n", + " 'Process_2',\n", + " input_classes={\"Material1\": m.__class__},\n", + " output_classes={'DataClass_7': DataClass_7},\n", + ")\n", + "Process_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "21f343c6-6b46-44e5-b133-efd3ee85e7e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.create_composite_process_class..GenericComposite" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2_Generic = create_composite_process_class(\n", + " \"Process_1_plus_2\",\n", + " [Process_1_Generic, Process_2_Generic]\n", + ")\n", + "Process_1_plus_2_Generic" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "294bf692-dca9-491b-a034-3ace46954caa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import Dict, Type, List, Union\n", + "class Process_1_plus_2(CompositeProcess):\n", + " def __init__(self, inputs: Dict[str, ProcessData] = None, **kwargs):\n", + " super().__init__(name=\"Process_1+2\", processes=[Process_1_Generic, Process_2_Generic], inputs=inputs, **kwargs)\n", + "composite = Process_1_plus_2()\n", + "composite" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "29cc9cb8-fc4f-4c4d-bb63-869e91ed2c32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "60755bdd-1efc-4fb8-8752-5c6881329d0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "g = ProcessGraph()\n", + "g.add_process(Process_1_Generic)\n", + "g.add_process(Process_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "8b893647-3eba-45ea-8aaa-0b57d16deb96", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "dd3c470a-b5df-49cf-9462-3f919cc5a1d7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 94, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2_Generic)\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "dot_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_7\n", + "\n", + "DataClass_7\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_7\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2_Generic)\n", + "g.add_process(Process_3_Generic)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "e449510e-3abc-46f1-a877-265e7890967d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.Process_1, sdata.sclass.process.Process_3]" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2().process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "7455cfda-19fe-40cf-a87b-6abd26b05da6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[sdata.sclass.process.Process_1, sdata.sclass.process.Process_2]" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2_Generic().process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "803a624b-b81e-423d-86fc-d2a6dc80c71d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1\n", + "\n", + "Process_1\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_3\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "for process in Process_1_plus_2_Generic().process_classes:\n", + " g.add_process(process)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "id": "c56cd749-486d-4b63-b29c-5a9a86c9fe94", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_6\n", + "\n", + "DataClass_6\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "a\n", + "\n", + "TensionTest\n", + "\n", + "\n", + "\n", + "a->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Material1\n", + "\n", + "Material\n", + "\n", + "\n", + "\n", + "Material1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_5\n", + "\n", + "DataClass_5\n", + "\n", + "\n", + "\n", + "DataClass_5->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_6\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 93, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([Process_1_plus_2_Generic])" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "a84eedf7-91a9-40f7-9190-46edf0411505", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "type object 'Process_1' has no attribute 'process_classes'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[92], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m Process_1_Generic\u001b[38;5;241m.\u001b[39mprocess_classes\n", + "\u001b[0;31mAttributeError\u001b[0m: type object 'Process_1' has no attribute 'process_classes'" + ] + } + ], + "source": [ + "Process_1_Generic.process_classes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b74ff593-49c2-4308-a314-3259daa35af7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/ontology/workflow_lsdyna.ipynb b/ipynb/ontology/workflow_lsdyna.ipynb new file mode 100644 index 0000000..77639be --- /dev/null +++ b/ipynb/ontology/workflow_lsdyna.ipynb @@ -0,0 +1,1867 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 9, + "id": "b82ee172-8f6f-4aa5-a49a-a49bd9357817", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5098672a-28ec-47fb-8bef-d6c9420e7a1e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.Material" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.sclass.process import sclass, processdata_class_factory, create_process_class\n", + "from sdata.sclass.process import create_process_class, create_composite_process_class, ProcessData, ProcessNode, CompositeProcess\n", + "\n", + "material = sclass(\"Material\")\n", + "material" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ddffb441-e936-401c-a32d-9e0508ef81c0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sdata.sclass.process.LSDynaMesh" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass(\"LSDynaMesh\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e9854366-dd32-4059-8754-dd52abf81725", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.sclass.process.ProcessData,)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sclass(\"LSDynaMesh\").__bases__" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "653c6a6c-4d1c-41fe-9f5c-7061862e8353", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaMesh\n", + "\n", + "LSDynaMesh\n", + "\n", + "\n", + "\n", + "LSDynaMesh->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup->LSDynaFEModel\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LsdynaSetup = create_process_class(\"LsdynaSetup\", \n", + " {\"LSDynaMesh\":sclass(\"LSDynaMesh\"), \"LSDynaMaterialModel\":sclass(\"LSDynaMaterialModel\")}, \n", + " {\"LSDynaFEModel\":sclass(\"LSDynaFEModel\")})\n", + "get_process_graph([LsdynaSetup])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3b33187b-cf6e-4716-b4ed-b93ab437d082", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaRunAssembly = create_process_class(\"LSDynaRunAssembly\", \n", + " {\"LSDynaFEModel\":sclass(\"LSDynaFEModel\"), \"LSDynaSettings\":sclass(\"LSDynaSettings\")}, \n", + " {\"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")})\n", + "get_process_graph([LSDynaRunAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "043d7958-0c7d-41ff-8a24-a5aca6b5e386", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaSolver = create_process_class(\"LSDynaSolver\", \n", + " {\"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")}, \n", + " {\"LSDynaResults\":sclass(\"LSDynaResults\")})\n", + "get_process_graph([LSDynaSolver])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "00d2f209-72db-4bb6-958a-37d230368ad3", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'LSDynaRunAssembly' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[6]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m get_process_graph([LSDynaRunAssembly, LSDynaSolver])\n", + "\u001b[31mNameError\u001b[39m: name 'LSDynaRunAssembly' is not defined" + ] + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bc7a7401-4dca-4643-8660-9daaf8988d11", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LSDynaPostProcessing = create_process_class(\"LSDynaPostProcessing\", \n", + " {\"LSDynaResults\":sclass(\"LSDynaResults\"), \"LSDynaRunSetup\":sclass(\"LSDynaRunSetup\")}, \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\")})\n", + "get_process_graph([LSDynaPostProcessing])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "b090649b-0c34-40fa-bf87-642c8970801d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LsdynaSetup\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaMesh\n", + "\n", + "LSDynaMesh\n", + "\n", + "\n", + "\n", + "LSDynaMesh->LsdynaSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LsdynaSetup->LSDynaFEModel\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver, LsdynaSetup])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9e07e39-9318-4462-88ed-4208872e8950", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c6847714-d6c0-4dea-8f1c-36d994005a27", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LsDynaProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LsDynaProcess->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "LsDynaProcess = create_composite_process_class(\"LsDynaProcess\", [LSDynaSolver])\n", + "get_process_graph([LsDynaProcess])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "02a5af49-2888-409d-ace7-a81cc2417b1c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestSimulation = create_composite_process_class(\"TensionTestSimulation\", [LsDynaProcess, LSDynaPostProcessing])\n", + "get_process_graph([TensionTestSimulation])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a94464b7-3b86-4869-979f-304faf30d63c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(sdata.sclass.process.ProcessNode,)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestSimulation.__bases__" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "eb39071b-01bb-4f17-9480-887d838507df", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSettings\n", + "\n", + "TensionTestSettings\n", + "\n", + "\n", + "\n", + "TensionTestSettings->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestAssembly->TensionTestSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestAssembly = create_process_class(\"TensionTestAssembly\", \n", + " {\"TensionTestSpecimen\":sclass(\"TensionTestSpecimen\"), \"TensionTestSettings\":sclass(\"TensionTestSettings\")}, \n", + " {\"TensionTestSetup\":sclass(\"TensionTestSetup\")})\n", + "get_process_graph([TensionTestAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "26183d20-3a5d-49f7-820d-0f339e82d9e3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "TensionTestExperiment = create_process_class(\"TensionTestExperiment\", \n", + " {\"TensionTestSetup\":sclass(\"TensionTestSetup\")}, \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\")})\n", + "get_process_graph([TensionTestExperiment])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8d355f73-66f4-482e-b0fa-32b5e2f4671e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([TensionTestExperiment, TensionTestSimulation])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0f362cc2-e693-4113-86f5-395a6fa9f485", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "TensionTestSpecimen\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestAssembly\n", + "\n", + "\n", + "\n", + "TensionTestSpecimen->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSettings\n", + "\n", + "TensionTestSettings\n", + "\n", + "\n", + "\n", + "TensionTestSettings->TensionTestAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestAssembly->TensionTestSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([TensionTestExperiment, TensionTestSimulation, TensionTestAssembly, LSDynaRunAssembly])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "11403a50-a71b-477e-8e71-5355df2bb1c2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LSDynaSettings\n", + "\n", + "LSDynaSettings\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "LSDynaSettings->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaSolver\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaSolver\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaFEModel\n", + "\n", + "LSDynaFEModel\n", + "\n", + "\n", + "\n", + "LSDynaFEModel->LSDynaRunAssembly\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunAssembly->LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaSolver->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_process_graph([LSDynaRunAssembly, LSDynaSolver, LSDynaPostProcessing])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "77705439-4fc4-4f40-a444-c6a85fe8c619", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModelParameter\n", + "\n", + "LSDynaMaterialModelParameter\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "LSDynaMaterialModel\n", + "\n", + "\n", + "\n", + "MaterialCalibration\n", + "\n", + "\n", + "\n", + "MaterialCalibration\n", + "\n", + "\n", + "\n", + "LSDynaMaterialModel->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestResults->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MaterialCalibrationSettings\n", + "\n", + "MaterialCalibrationSettings\n", + "\n", + "\n", + "\n", + "MaterialCalibrationSettings->MaterialCalibration\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSetup\n", + "\n", + "TensionTestSetup\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestExperiment\n", + "\n", + "\n", + "\n", + "TensionTestSetup->TensionTestExperiment\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestExperiment->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "MaterialCalibration->LSDynaMaterialModelParameter\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "materialcalibration = create_process_class(\"MaterialCalibration\", \n", + " {\"TensionTestResults\":sclass(\"TensionTestResults\"), \n", + " \"LSDynaMaterialModel\":sclass(\"LSDynaMaterialModel\"), \n", + " \"MaterialCalibrationSettings\":sclass(\"MaterialCalibrationSettings\")}, \n", + " {\"LSDynaMaterialModelParameter\":sclass(\"LSDynaMaterialModelParameter\")})\n", + "get_process_graph([materialcalibration, TensionTestSimulation, TensionTestExperiment])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "8fb932d5-559b-4a93-ac95-87ffa36f17d3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "TensionTestSimulation\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->TensionTestSimulation\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "TensionTestSimulation->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(TensionTestSimulation)\n", + "\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "803a624b-b81e-423d-86fc-d2a6dc80c71d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "LSDynaResults\n", + "\n", + "LSDynaResults\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "LSDynaResults->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "LSDynaRunSetup\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LsDynaProcess\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LsDynaProcess\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaRunSetup->LSDynaPostProcessing\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "TensionTestResults\n", + "\n", + "TensionTestResults\n", + "\n", + "\n", + "\n", + "LsDynaProcess->LSDynaResults\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "LSDynaPostProcessing->TensionTestResults\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sdata.sclass.process_graph import ProcessGraph, get_process_graph\n", + "from IPython.display import display, SVG\n", + "\n", + "g = ProcessGraph()\n", + "for process in TensionTestSimulation.processes:\n", + " g.add_process(process)\n", + "\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "b74ff593-49c2-4308-a314-3259daa35af7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_ctime_sdata_ctime2025-09-23T15:55:04.998320+00:00-strUTC creation dateFalse
_sdata_name_sdata_nameOtto123-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_snameSUUID__dp2g__5926d7d997945e9c9a3277304f2437cf-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__dp2g__74860622a0aa50d6b52950ecc9c8bdf2-strsname of the projectFalse
_sdata_sname_sdata_snameOnnx__otto123__31a97ec7510e54a1b248b46776683409-strsname of the data objectTrue
_sdata_suuid_sdata_suuidMzFhOTdlYzc1MTBlNTRhMWIyNDhiNDY3NzY2ODM0MDlPbm...-strSuper Universally Unique IdentifierTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:GenericallyDependentContinuant-strsdata bfo class nameTrue
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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00.0000-39.84882.00.1066110.000000e+000.1066110.000000e+00S190918-ERR-071DP1180A36R19W18...NaN0.000250.000000e+000.000000e+00-0.000008-1.490744e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
10.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
20.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
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5 rows × 21 columns

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NaN 0.00025 0.000000 \n", + "1 S190918-ERR-071 DP1180 A36R19W18 ... NaN 0.00025 -0.000002 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "0 0.000000 -0.000008 -0.000015 TCT \n", + "1 -0.000017 -0.000018 -0.000032 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "index \n", + "0 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "1 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "685 468.9023 -40.9752 -21644.5 -1153.767836 -0.014701 -1136.806508 \n", + "686 470.9026 -40.9856 -21715.5 -1157.552516 -0.014996 -1140.194434 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "685 -0.014810 S190918-ERR-071 DP1180 A36R19W18 ... NaN 0.00025 \n", + "686 -0.015109 S190918-ERR-071 DP1180 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "685 -0.014701 -0.014982 -0.014305 -0.014729 TCT \n", + "686 -0.014996 -0.015284 -0.014605 -0.015051 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "index \n", + "685 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "686 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "687 0.0000 -44.8208 0.0 0.000000 0.000000 0.000000 0.000000 \n", + "688 1.1001 -44.8232 -5.0 -0.266438 0.000003 -0.266438 0.000003 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "687 S190918-ERR-072 DP1180 A36R19W18 ... NaN 0.00025 0.000000 \n", + "688 S190918-ERR-072 DP1180 A36R19W18 ... NaN 0.00025 0.000003 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "687 0.000000 -1.462245e-17 -1.332268e-17 TCT \n", + "688 -0.000012 2.581698e-06 -1.079766e-05 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "index \n", + "687 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "688 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "1892 718.7499 -42.6032 791.0 42.150451 0.044867 44.041614 \n", + "1893 718.9999 -42.6240 131.5 7.007313 0.044611 7.319917 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "1892 0.043890 S190918-ERR-072 DP1180 A36R19W18 ... NaN 0.00025 \n", + "1893 0.043645 S190918-ERR-072 DP1180 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "1892 0.044867 0.046750 0.044973 0.046751 TCT \n", + "1893 0.044611 0.046477 0.044710 0.046482 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "index \n", + "1892 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "1893 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U NaN 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "1894 0.0000 -44.96 5.0 0.266614 0.000000 0.266614 0.000000 \n", + "1895 0.2491 -44.96 -5.0 -0.266614 -0.000012 -0.266610 -0.000012 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "1894 S190918-ERR-073 DP1180 A36R19W18 ... NaN 0.00025 0.000000 \n", + "1895 S190918-ERR-073 DP1180 A36R19W18 ... NaN 0.00025 -0.000012 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "1894 0.00000 -4.820507e-18 -5.538528e-18 TCT \n", + "1895 0.00001 3.869400e-05 4.549340e-05 TCT \n", + "\n", + " ASPID \\\n", + "index \n", + "1894 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U \n", + "1895 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "1894 C00FeDP1180_Numisheet2020R01T1.046W17.93-S 0.00025 mm/mm/s \n", + "1895 C00FeDP1180_Numisheet2020R01T1.046W17.93-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "3269 956.3491 -39.4888 19985.5 1065.681106 0.155395 1231.282948 \n", + "3270 957.3491 -39.4832 19880.5 1060.082221 0.155886 1225.334415 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "3269 0.144443 S190918-ERR-073 DP1180 A36R19W18 ... 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NaN 0.00025 0.000000 \n", + "3272 S190918-ERR-074 DP1180 A36R19W18 ... 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NaN 0.00025 \n", + "4652 0.137732 S190918-ERR-074 DP1180 A36R19W18 ... 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NaN 0.00025 -0.000002 \n", + "4654 S190918-ERR-075 DP1180 A36R19W18 ... NaN 0.00025 0.000013 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "4653 NaN 0.000009 0.000048 TCT \n", + "4654 NaN 0.000026 0.000016 TCT \n", + "\n", + " ASPID \\\n", + "index \n", + "4653 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U \n", + "4654 LOT#19: 1.00x CR825Y1180T-DP-UNCOATED-U \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "4653 C00FeDP1180_Numisheet2020R03T1.046W17.97-S 0.00025 mm/mm/s \n", + "4654 C00FeDP1180_Numisheet2020R03T1.046W17.97-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "5946 969.0835 -39.1864 19241.0 1023.926383 0.159033 1186.764268 \n", + "5947 970.0838 -39.1704 16556.5 881.068404 0.161384 1023.258905 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "5946 0.147586 S190918-ERR-075 DP1180 A36R19W18 ... 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NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "24563 0.261416 0.298879 0.255194 0.294754 TCT NaN \n", + "24564 0.261861 0.299714 0.255537 0.295435 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "24563 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "24564 C00Al6xxxT4_Numisheet2020R02T1.513W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "24565 0.0000 -44.9072 -11.5 -0.421845 0.000000 -0.421845 0.000000 \n", + "24566 0.4503 -44.9128 -8.0 -0.293457 -0.000015 -0.293453 -0.000015 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "24565 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 0.000000 \n", + "24566 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 -0.000015 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "24565 0.000000 -2.673089e-18 -3.180721e-18 TCT NaN \n", + "24566 -0.000045 -6.310410e-06 -1.240945e-05 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "24565 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "24566 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "26633 1915.1841 -34.7008 7786.5 285.625724 0.242477 354.883521 \n", + "26634 1916.1841 -34.6880 7727.0 283.443135 0.242922 352.297746 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "26633 0.217107 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "26634 0.217465 S191107-ERR-274 6xxxT4 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID \\\n", + "index \n", + "26633 0.242477 0.237493 0.243273 0.237124 TCT NaN \n", + "26634 0.242922 0.237464 0.243481 0.236934 TCT NaN \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "26633 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "26634 C00Al6xxxT4_Numisheet2020R03T1.52W17.94-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + "DP980\n", + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "26635 0.0000 -44.9000 -6.5 -0.3417 0.000000 -0.341700 0.000000 \n", + "26636 0.4503 -44.8944 -13.0 -0.6834 0.000033 -0.683422 0.000033 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "26635 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 0.000000 \n", + "26636 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 0.000033 \n", + "\n", + " StrainfG eyyA eyyfgA Path ASPID NumisheetID \\\n", + "index \n", + "26635 0.000000 -7.410309e-18 -7.648718e-18 TCT NaN NaN \n", + "26636 0.000058 3.392223e-05 4.546931e-05 TCT NaN NaN \n", + "\n", + " dedtnomlabel \n", + "index \n", + "26635 0.00025 mm/mm/s \n", + "26636 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n", + " Time Displacement Force Estress Estrain Tstress \\\n", + "index \n", + "27778 929.9504 -39.6488 20254.0 1064.736662 0.153742 1228.431038 \n", + "27779 930.9505 -39.6360 20132.0 1058.323219 0.154215 1221.532737 \n", + "\n", + " Tstrain Specimen Material Geometry ... dedt IntendedRate \\\n", + "index ... \n", + "27778 0.143010 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 \n", + "27779 0.143421 S200123-ERR-076 DP1180 A36R19W18 ... NaN 0.00025 \n", + "\n", + " StrainA StrainfG eyyA eyyfgA Path ASPID NumisheetID \\\n", + "index \n", + "27778 0.153742 0.183458 0.154888 0.187130 TCT NaN NaN \n", + "27779 0.154215 0.184313 0.155226 0.187835 TCT NaN NaN \n", + "\n", + " dedtnomlabel \n", + "index \n", + "27778 0.00025 mm/mm/s \n", + "27779 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]\n" + ] + } + ], + "source": [ + "#for matname, df_mat in df_exp.groupby(\"Material\"):\n", + "for expname, df in df_exp.groupby(\"Experiment\"):\n", + " print(matname)\n", + " print(df.head(2))\n", + " print(df.tail(2))" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'N'" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.get(y).unit" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "E190926-WEL-002\n", + "E191001-WEL-002\n", + "E191002-WEL-001\n", + "E191002-WEL-002\n", + "E191015-WEL-001\n", + "E200131-WEL-004\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Estress [MPa]')" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,5])\n", + "for matname, df_mat in df_exp.groupby(\"Material\"):\n", + " if not matname.startswith(\"DP1180\"):\n", + " continue\n", + " \n", + " for expname, df in df_mat.groupby(\"Experiment\"):\n", + " print(expname)\n", + " x_name = \"Estrain\"\n", + " y_name = \"Estress\"\n", + " ax.plot(df[x_name], df[y_name], label=\"{}, {}\".format(matname, expname))\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(\"{0.name} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.name} [{0.unit}]\".format(y_attr))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Force [N]')" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=[13,5])\n", + "for expname, df in df_exp.groupby(\"Experiment\"):\n", + " x_name = \"Displacement\"\n", + " y_name = \"Force\"\n", + " ax.plot(df[x_name], df[y_name], label=expname)\n", + "\n", + "ax.legend()\n", + "\n", + "x_attr = data.metadata.get(x_name)\n", + "y_attr = data.metadata.get(y_name)\n", + "\n", + "ax.set_xlabel(\"{0.name} [{0.unit}]\".format(x_attr))\n", + "ax.set_ylabel(\"{0.name} [{0.unit}]\".format(y_attr))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DP1180 E191001-WEL-002\n", + "163\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Estress [MPa]')" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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pp57KK6+8QnJy/X5gPR4POTk5dO7cmdWrV7N69WqmTJlS7XPOPfdcnnnmGS6++GKWLFlChw4d6NGjB1OnTuX2228vWzVp4cKFPPzwwyHP43a7q4wyTJw4kauuuork5OSyjn5SUhJz587lrbfeqtN7fOmll6rEP2vWLKZPn86sWbM477zzqn1fxcXFnH/++VxxxRX84he/qFMMIvXRGB3+Uo/vCu+7K9J4cN6GisWGs1ezKi2H0b0TKSzxUFjiPfy91FN2u6jE478fOH74MUX+tn15xVS+Tl5Y6uX+eeu5v5qpDdWJ9nfKY6Jc5BdXndsMvhHqxIQYot0uYqN8j412+6ZzxLjdREcZYt2Bdt/3wO3YKBcxbt/tW0NcXe7WPpbZ1030JQduQ7Q/WQjcDqcDXV1n+aWrxtf+gwni7WVpIV/j4vEp9T7/bWcMDfr399bThxAXXf0CIuFoCZ3kUJ3Uhu5wNvbrtJb3MW1McsjXCvWcWLeLNjFu1twztc7Jc1NQQlGDxvrhC8zTLykpISoqissvv5wbb7yxxuf16dOHgwcPUlxczJw5c1i4cCHDhg3jlltu4X//+x/5+fn06tWL3/72t9xzzz089thjXH311TzxxBMYY3j55ZcxxjB8+HAuvPBChg0bRlRUFM8++yxutxuv18uWLVvKip8rK19D0aVLFz755BOWLl3K+eefz/79+3n//fe5++67Wbt2LSUlJRx//PEAtG/fnv/+979lU56eeuopHnnkEXbt2sXIkSM588wz+c9//sOZZ57J/PnzGTBgAAkJCWUd9k6dOnHnnXdy9NFHA3DXXXeVxRjqvVfWsWNHkpKSKkwfmzBhAosWLWLUqFFV/m0CTj/99LKlY8866yyio6PLnls5EZk+fToXXnghL7zwAikpKWXHQ72vN998k6+++ors7GxefvllAF5++eUKry+tW2Nd4fd4La99v4P7P1hXocN/8+xVLPpxL0O6t6ewxENBsYeCEt9XoGN/uM1LYZDjoeZbg68z/tKi7UGPRbkMcf4pALFRvu+++27iY9x0TIghLtpNrL/9f0uC17EBPHnx6LLOfozbfbjD7+/Ql78dHWhzV+ysV9cpn/Xr+nfK7wxxdfm2M4bSu1NCvc7dFJ3Zxn4Npzt/kX7+8q/TFFesG/t1WvP7qO45qRkHGd6zQ0QnEwAm2NzulmTcuHG28t4B69evZ+jQoQ5FFNlSU1N58cUXefzxx50ORcrRz2zrVHlKD/g6bA9fcGSVPz5FpR7255WQnVfEvrziCl/ZecXsO1TMvvzDbTn5xWEVgrqM7zXjY/wd+3K3ffddVY/7jz04P/gogQE+vvHECglDXJSLKHft6ocae153bT7/+ryGVnkSkWA8XsuIuxdw8fjetV7spzEYY5ZZa4MW0mqEQioYMWKEkgmROmroztXMBRtCLtX4/qoMX6Lg/zpUVBr0HC4DHRNi6NTG9zWwa1s6tYmhc5sYnvqs6hLU4Ovwr7x7CvHRviv7dZ2K+fLi4AWQPRPjGdA19EaU4WruV8gDr9FYHfCmuOLbVFeVRVqjrVmHKCjxMKJnw9XDNBYlFCIiDaC+y3TmFpawaXcuG3blsiEzl427cknPKQz62PxiD5kHCuncNoYjOif4koWEGDq19SUKndrEliUQHeKjcYcYKn97eXrIDn+H+Ohw33pI6vCLiNRdasYBgAYtsG8srTahsNY2eAG0SGNo6dMSndIQownWWg4WlJKdVxRyCdDKO5qWerxsz84rSxw27Mplw66DpO0/3LFvFxvF4O7taBPjJi9IYXByYjzz/3x8Ld9xVerwi4hErtT0g8RGueif1MbpUGrUKhOKuLg4srOz6dy5s5IKiWjWWrKzs4mLi3M6lBYl1GiC1+vl+EFd2Z9fTPahwHSiorKpRWW1CP7bOfnFVXZ3rSw9p4B/f7W1LHHYvOdQ2ZKibpehX5c2jEnpyCXjUxjSvR2Du7cjOTEeY0zIOfzq8IuItHyp6QcY2qN9revLnNAqi7JLSkpIS0ujsDD4dAKRSBIXF0evXr3KVpdqreo6olBY4iErt4isQ0XszS1i76FiHv5wPbmFwWsOQukQH+2fThRDxzYxZbc7tYmhc9sYbnpzVbVFzl3bxTK4ezuG9mhfljgM6NqW2Kjql79U0auISOvj9VpG3buQaWOSuX/aCKfDAVSUXUV0dDR9+/Z1OgwRCVOwEYVb317N9uw8hvfsQFZuEXsP+b4O3y4mK7coZLFyKPedN7xCTUKnNjF09O85UJm1lvWZuXyUmlltMrH8zsl0ahNTqzgCdIVfRKR1mbMi3Xfhq6iU91dlMPaIjhH/d6BVJhQi0vjqemW9qNTDrgOFpOcUkJFTSEZOAf/35Y9V6hOKSr3845OKO/V2iI8mqV0sXdrGMLxne//tWJLaxZLU9vDtC/65iIwDVUcokxPjuWJCn2rjs9ayKu0AH6Zm8lHqLn7KzsdlICbKFXR35OTE+DonEyIi0rpUvoCWU1BSqwU+nKKEQkQaXKgaBWstJw7uSkZOgT9hCHwVlt3POlREbWZivnf9JJLaxdK5TSwxUeHNM73l9CG1qk3weC3LftrPh6mZLEjdRcaBQqJchokDunDdif2ZPKwb32zeW+WcBjh5SFL4b0ZERFq1mQs2hrXAR6RRQiEiDcZay/78Eh6ctz7of4g3vLmqynPiol30TIwnOTGekwd3pWdiPD0T40hOjKdnYjzdO8Rx6mNfhtzAbGSvxFrHWbkYuUN8NMbADW+sZOaCjdw8dTBnjezBkq37fEnE2t3sPVRETJSLEwYmcdOUwZw2tBsdEqIrnPOHn/bx6nc7CORDFnh7WTrjjugU0X8IREQkMmQE+VtXXXukUEIhImXCmaZUXOolI6eAHfvy+WlfPjv35bMj+/DtmmoW7jp7GMkd48sSho4J0TWuttYYy5sGahOCjabc9OYqbntnNQUlXhJi3Jw8uCunj+jOyUO60jY29H+bn2/IovLgSnO4siQiIpGhZ2J8yP2BIpkSChEBgk9Tunn2Kj5et4t2cdG+BCI7n8wDBRUKkGOiXPTuGM8RndtwTN9O9O6UwLOfb2FfXnGV10hOjOfXx9V+QYTGXN402PCyx1rAxXOXj+XEQUnERVe/ElNAc72yJCIikeG6k/px55y1FdoacrnwxqKEQqQVyysqZfOeQ2zalcu9H6yt0rEu8VjmrdlFl7YxpHRK4Og+HUnplEzvTgkc0bkNKZ0S6NouFlelnZg7t4lptBGFhlLi8fJR6q6gV4LAt9zs1OHda3XOnolxQXe3jvQrSyIiEhnWZeRigKR2sWTlFjWb5cKVUIi0ADVNVSou9bJtbx4bdh1k0+5cNu46xMbdB9m5r+Yr5wb44W+TaxVPU2yYVlc5+cW89v1OXvl2O5kHCnG7DJ4ga77WJgkIfP7BkonmcGVJRESctzbjAK8v3cGVk/pw9znDnQ6nVpokoTDGvAicDeyx1o7wt3UC3gD6ANuBC621+41vMvWTwJlAPnCltXa5/zm/Av7mP+0D1tpZTRG/SCQLNlXpltmrWLh2Fy6XYdPuXLZm5ZXt6BzYnXlkr0QuHNubQd3bMbhbOy79z3dkNODV9UjbP2Hz7lxeWrydd5anUVjiZdKAzjwwbQQH80u4fU5qnUdTgu1mbfAVZCdHUCIlIiKRy1rLfe+vIzE+mr+cOsjpcGqtqUYoXgaeAV4p1zYd+NRaO8MYM91//1bgDGCg/+sY4F/AMf4E5G5gHL6/1cuMMe9Za/c30XsQiSher2V7dh73vl91qlKxxzI/dRe9O8UzuFs7ThvajcH+3Zn7dmkTdHfmW6bWbinV5sDrtXy5KYsXF23j6817iYlyccGYZK6c1Ich3duXPc64TJ1HU4LVYASSiUXTT2nItyMiIi3UR6m7WLJtHw9MG1FhBcHmokkSCmvtV8aYPpWazwNO8t+eBXyBL6E4D3jFWmuB74wxicaYHv7Hfmyt3QdgjPkYOB14rZHDF2lU4aysZK0l80Ahq9NyWJV2gNVpOaxOO0BuYegVlQzw9S3hd2gjeZpSdYJ9fpOHdePt5Wm8vGg7W/fm0a19LH+dMohLxqfQuW1slXPUZzRFhdgiIlIfhSUeHpy/niHd23Hx0b2dDqdOnKyh6GatzQSw1mYaY7r625OBneUel+ZvC9Uu0myF2gDuUFEpvTrGs2rngbIkYu+hIgCiXIYhPdpxzqiejOrVgccWbmJPblGVc9dlqlKkTVOqSbDP769vrcLtgqJSy6heHXjy4tGcMaJH2Jve1VZzXeJPREQiw3++3kra/gL+99tjiHI3zt+qxhaJRdnBFqS31bRXPYEx1wDXAKSkpDRcZCINLNSOmH+bkwqAMdCvSxtOGNiFkb06MLJ3IsN6tK+wjGlslLvFTVUKV7DPr9RriXa7ePt3EzgqJbHGPS7qY86KdPKLq44StZbPX0RE6mfXgUL++cWPnD68OxMHdHE6nDpzMqHYbYzp4R+d6AHs8benAeXHe3oBGf72kyq1fxHsxNba54HnAcaNGxc06RBx0va9eXy9OSvkkqUA/7v6GI5M7kC7uOrnUjbXqUoNIdS0osISL2OP6Niorx2sGBsgMT6ae84d3io+fxERqZ9HPtpAqcdy+5lDnQ6lXpxMKN4DfgXM8H+fW679emPM6/iKsg/4k44FwEPGmEAvYQpwWxPHLFInuYUlLP4xm683Z/HVpr3s2JcPEHLJ0uTEeCb2D/9KRXObqlRfGTkFPPHxpuBDlDTNdKNgoyMAbWKjWtW/hYiI1M3yHft5Z0U6vz+pPymdE5wOp16aatnY1/CNLnQxxqThW61pBvCmMeY3wA7gF/6Hz8e3ZOwWfMvGXgVgrd1njLkfWOp/3H2BAm0Rp4QqqPZ4LanpB/hqUxZfb97L8h37KfVaEmLcTOzfmd8c15cTBiWxcsd+bn+37kuWtjb784r55xdbmPXtT2DhxEFdWLJtH4Ul3rLHNNXnp2JsERGpK6/Xt0xsUrtYfn/yAKfDqbemWuXpkhCHTg3yWAv8IcR5XgRebMDQROosWEHwzbNX8fLibfyUnc/+/BIARiS355oT+nHCoCSOSulYoTi4b5c2GFP3JUtbi7yiUl78ZhvPf7WVvOJSLjiqF385bSC9OiaEtUpWY1AxtoiI1NWclems3JnDo78YRdvYSCxprh3j67+3XOPGjbM//PCD02FICzRpxqdBd0Z2GTh/TC9OGNSF4wZ0CbpMqYSnuNTL60t38NSnW9h7qIjJw7px89TBDOrWzrGYDu+KXTWZiI928/AFRyohFBGRkPKKSjnlsS/o3j6Od38/CZer8RYPaUjGmGXW2nHBjjX/lEikCVlrWZ12gHlrMoMmE77HwGMXjmriyFoWr9fy/uoMHlu4iR378hnftxPPXT620QutaxKqEBu0K7aIiITnX1/8yO6DRfzzsrHNJpmoiRIKkRqUTyLmr8kkbX8B0W5DbJSLolJvlcdrykvtVJyyFMdZI3vw9eZs1mceZGiP9rx01dGcNCipUZd/DVeoQmztii0iIuHYuS+f57/eyrTRPR2/SNaQlFBIqxZq/n2oJOK4AV3486kDmTKsO59v3NNq939oKFXrUAp5/qttdGoTzZMXj+ackT0j6uqNCrFFRKQ+Hv5wPW5juPWMIU6H0qCUUEirFayo+ta3VzN3ZTqb9xwKmkR0SDi8J0Rr3v+hoYS64h8X5ea80ZH3OaoQW0RE6urbH7OZv2YXN04eRI8OLevvhhIKabWCdWaLSr18vjGLkwcnBU0iKmtt+z80pOJSb8iN/TIPBK9PcUpNhdgalRIRkep4vJb7PlhHcmI815zQz+lwGpwSCmmV0nMKQnZmDfDSVeObNqBWZtGWvdw1NzXk8Ui64q9CbBERqa83lu5kfeZBnr30KOKi3U6H0+CUUEircaiolI9Sd/HO8jS+3Zod8nGR1JltaTIPFPDAvPXMW51JSqcErj6+L//9bkdE16GoEFtEROrjQEEJjy7cyPg+nTjzyO5Oh9MolFBIi+bxWhb/uJd3lqfzUeouCko8HNE5gb+cOoi2sW4eXbgpojuzLUVxqZcXF23jqU834/FabjhtENee2I+4aDfDe9yZiG4AACAASURBVHaI6DoUFWKLiEh9PP3pZvbnF3PXOcMiYsXCxqCEQpq1UKs0bdyVyzsr0pizIp3dB4toHxfF+Ucl87OjkjkqpWPZL3TntrER3ZltCb7ZvJe730vlx6w8Jg/rxl1nD6N3p4Sy45Feh6JCbBERqasfsw7x8uLtXDSuNyOSOzgdTqNRQiHNVrBVmm6evYpHF2wgLaeQKJfhpMFJ3H1OL04Z0jXonMVI78w2Z5kHCnjgg/XMW5PJEZ0TeOnKozl5SFenw6qVOSvSyS8urdKukSwREQnHAx+sIz7azU1TWvbfDCUU0mwFm9te4rHszi3i7nOGcc6onnRpG+tQdK1L+ZGiHh3iOOqIjny2YQ9ea7lp8iCuPqFfsytCC1WMnRgfzT3nDlciKiIi1fp84x4+35jFHWcOJaldy+6PKKGQZmnnvvyQqzSVeixXTerbxBG1XpU73hkHCslYncmInu351y/HVpje1JyEKsZuExulZEJERKpV4vFy/wfr6NulDb+a2MfpcBqdEgppNjxey2cb9vDqkp/4clNWyMdpbnvTCtXx3p9f0myTCVAxtoiI1N0r3/7E1qw8XvjVOGKiXE6H0+iUUEjE23OwkDeW7uS173eQcaCQru1i+eMpA+nUJpq/f7hRqzQ5LNRIUXPveKsYW0RE6iL7UBH/+GQTJwxK4pRmVjtYV0ooJCJZa1n8YzavLvmJhWt3U+q1HD+wC3edM4xTh3Yj2u3L9hPjY7RKk0MKSzw8tnBjyOPNteOtXbFFRKQ+Hv94E/nFHu48a2iLXSa2MiUU4phgS76eNDiJ2cvS+N+SHWzdm0fHhGh+fVxfLh2fQp8ubaqcQ6s0OWN95kFueGMlG3blMql/Z5bt2E9hibfseHPteAcrxDaARbtii4hIzdZnHuS173dwxYQ+DOzWzulwmowSCnFEsCVfb3pzFWDxWBh7REeeOHUAZ4zo0exWB2rJvF7Lf77ZyqMLNtEhIZqXrjqakwd3DbkfSHMTrB4kkExoV2wREamOtZb73l9Hh/hobjhtkNPhNCklFOKIYB03j7W0iXEz+3cTGdqjvUORSSi+pG8l323dx+nDu/PQBUfSqU0M0HJGilSILSIidbVg7S6+3ZrN/ecNp0NCtNPhNCklFNLkvF4bspA3v9ijZCLCWGuZuzKDO+emYi3M/PlIfj62V4ucF6pCbBERqYvCEg8Pzl/P4G7tuGR8itPhNDklFNKkFm3Zy4wPN4Q8ro5bZMnJL+aOOanMW53JuCM68sRFo5v1UrDVmbMinTztii0iInXwwjfb2LmvgFd/ewxR7pa/TGxlSiikSazNOMCMDzfw9ea9JCfGc9mxvXlnWToFLaCQtyUpXwvRqU0MJR4v+cUebp46mOtO7I/b1fJGJUC7YouISN3tPljIs59vYcqwbkwa0MXpcByhhEIa1c59+Ty2cCNzVmaQmBDN384ayi+PPYK4aDdHH9G5RRTythSVO9XZecUY4MYpg/jDyQOcDa6RaVdsERGprcrLjI/v28nhiJyjhEIaxb68Yp75bAv//e4nXC74/Un9ue6k/rSPO1yk1FIKeVuKUCscvf79Tv54ykBngmoiKsYWEZHaCDay/djCTXRpG9sq+zaOJRTGmMHAG+Wa+gF3AYnA1UCWv/12a+18/3NuA34DeIA/WWsXNF3EEo784lJe/GYbz325lbziUi4c15u/nDaI7h3inA5NatBSd7wOR/cOcWQeKKzSrpoeEREJJthFuIISDzMXbFRC0ZSstRuB0QDGGDeQDrwLXAU8Ya19tPzjjTHDgIuB4UBP4BNjzCBrbdV5CtIkys+375EYx6QBXfhyYxZ7couYMqwbt5w+mAFdW8+mLs1VqcfLzBa443U4Aj/DwZIJ1fSIiEgoGtmuKFKmPJ0K/Git/amapSjPA1631hYB24wxW4DxwLdNFKOUU3moLyOnkLd+SKNP5wRmXzeBcX1a7zzC5mRPbiF/em0F323dx6T+nVi2I6dF7HgdDu2KLSIidaWR7YoiJaG4GHit3P3rjTFXAD8AN1lr9wPJwHflHpPmbxMHhCpiLfF4lUw0Ez9s38fvX13OwcISHr9wFBcc1avF7HgdDu2KLSIidZXSKb5KQtGSL8LVxPGEwhgTA5wL3OZv+hdwP76/7fcDjwG/xnfxsDIb4pzXANcApKS0vs1FmkLoob6q2bpEFmstLy7azsPz19OrYzyzfj2+bDPB1lQor+FqERGpi6Xb97Fk235OHdKVDbtyW8VFuJo4nlAAZwDLrbW7AQLfAYwx/wY+8N9NA3qXe14vICPYCa21zwPPA4wbNy5o0iF1tz+vGLfLUOqt+tG21qG+5uJQUSm3vr2aeaszmTKsG49eOKrCylutQWAUJtR/DPoZFhGRUEo8Xu54dw3JifE8fekYEmIioSvtvEj4FC6h3HQnY0wPa22m/+75QKr/9nvA/4wxj+Mryh4IfN+UgYovmbjsP0uw1hLjdlHsaR3z7VuCzbtzue6/y9i2N4/pZwzh2hP6UU3NUosUagO7AP0Mi4hIdV74Zhubdh/iP1eMUzJRjqOfhDEmAZgMXFuu+RFjzGh805m2B45Za9caY94E1gGlwB+0wlPTyskv5pcvLGFL1iFevGo8+/OKW818++bu/VUZ3Pr2ahJi3Lz622OZ0L+z0yE5IlTtD6gQW0REqrdzXz7/+GQTU4Z147Rh3ZwOJ6I4mlBYa/OBzpXaLq/m8Q8CDzZ2XFJVTr5vZGLznkM8f/lYThyUBKDOV4QqX1ydEOsmr8jDuCM68uxlR9GtfevdEyRUfYQBFWKLiEhI1lrueW8tLmO4+9zhTocTcVxOByCRLzAysXm3L5k4aXBXp0OSagSm9aTnFGCBvCIPbpfhkvG9W3UyAaHrI1Q3ISIi1Vm4bjefbtjDX04bSLL+ZlShyV9SRfmr2907xOE2hj25RTx3hZKJ5iDYtB6P1/L4x5v52djeIZ7V8s1ZkU5+cWmVdtVNiIhIdfKKSrn3vbUM6d6Oqyb1dTqciKSEQiqoXLQaWGP5muP7crKSiWZBy6FWFaoYOzE+mnvOHa6peyIiEtKTn24m40AhT186hmi3JvcEo09FKghVtDpvzS4HopHaWrI1O+Sx1jytJ9TPdZvYKCUTIiIS0vrMg7zwzTYuPro3Y4/Qxr2hKKGQCnR1u/n6YuMernjxe5LaxRAXVfFXu7VP69HPtYiI1JbXa7nj3TV0iI/m1tOHOB1ORFNCIYBvSsikGZ9ps69mav6aTK5+5Qf6J7Vl/p9PYMbPRpKcGI/Btxzqwxcc2aqvxKsYW0REauvNH3ayfEcOt585lI5tYpwOJ6KphkK02VczN3tZGrfMXsWYlI68eOXRdIiPZtqY5FadQAQEFhhIDzISoZ9rEREJJftQEQ9/uIFj+nbiZ0fp72lNlFCINvtqxmYt3s7d763luAFdeP6Ksdq1s5zqEmX9XIuISHUemr+BvKJSHpg2AmOM0+FEPPU+RJt9NVPPfr6FmQs2MnlYN56+ZAxx0W6nQ4oooRLl5MR4/VyLiEhI323N5u3lafz+pP4M7NbO6XCaBSUUrdycFem4jMFjq1ZPaH55ZLLW8vePNvJ/X/7ItNE9mfmLUVrGLggVYouISG0Vl3r525xUenWM54+nDHQ6nGZDCUUrFpgSEiyZ0PzyyOT1Wu56L5X/freDy45J4f7zRuByaSi2MiXKIiJSF//+eitb9hzipSuPJj5GI//hUkLRioWaEuI2ptWvChRJyu9cHhftpqDEw7Un9mP66UM0rzMIJcoiIlIXO7LzeerTzZw+vDsnD9FmvrWhhKIVCzX1w2utkokIUbmwuKDEQ5TLMKRbOyUTIShRFhGR2rLWcvd7qUS5DHefO8zpcJodTbxupeasSCdUf1RTQiJHsM5xqdfy6MJNDkUU+ZQoi4hIbS1Yu4vPN2Zxw+RB9OigflBtKaFohQJXvb1BdrHTlJDIosLi2tMmdiIiUhuHikq55711DO3Rnisn9nE6nGZJU55aIU0JaR5KPF5io10UlnirHFPnuCptYiciInXxxMeb2J1byD9/eRRRWjWxTpRQtEKaEhL5Sj1ebnhjJYUlXqLdhhLP4eEkdY6r0iZ2IiJSF2szDvDSom1cMj6Fo1I6Oh1Os6WEohUJXMENMtMJ0FXvSOHxWm6ZvZoPVmdy2xlD6NY+rmyVp57qHAelTexERKS2vF7LHe+m0jEhhlunDnE6nGZNCUUrUd0VXNBV70jh9Vpuf2cN76xI56bJg7j2xP4ASiBqoFoTERGprdeW7mDlzhyeuGgUHRKinQ6nWdNEsVYi1BVc8F3FVe2E86z1bVr3xg87+eMpA/jjqdqhM1wqxBYRkdrIyi3i7x9uYEK/zkwbrf5PfWmEopUIdaXWgKaERABrLfd/sJ7/freDa0/ox42TBzkdUrMxZ0U6h4pKqrRr1E1EREJ5aP56Cko83D9thPZ1agAaoWgF5qxIx6U9JyKWtZYZH23gxUXbuGpSH6afoR2wwxWYynegoLRCe2J8tEbdREQkqMVb9vLuinSuO7E/A7q2dTqcFkEJRQsX6HB5tOdExHri40089+VWLjsmhbvOHqZkohZCTeVrExulZEJERKooKvXwt7mppHRK4A8nD3A6nBZDU55aOO05Edme+WwzT322hQvH9eL+8zTsWlsqxhYRkdp4/sutbM3K4+WrjiYu2u10OC2G4wmFMWY7kAt4gFJr7ThjTCfgDaAPsB240Fq73/h6W08CZwL5wJXW2uVOxN1caM+JyBJYujcjp4B2cVEcLCzl/DHJPHzBSFyh5qVJFVoCWUREamv73jye/nwLZx3Zg5MGd3U6nBYlUqY8nWytHW2tHee/Px341Fo7EPjUfx/gDGCg/+sa4F9NHmkzMWdFOpNmfKYOVwQJTD9LzynAAgcLS3EbOH5AZ9xKJsJW/nMMRlP5RESkMt9KimuJcbu48+xhTofT4kRKQlHZecAs/+1ZwLRy7a9Yn++ARGNMDycCjGTqcEWmYNPPPBYe+3izQxE1T1oCWUREamv+ml18tSmLGycPonuHOKfDaXEcn/IEWGChMcYCz1lrnwe6WWszAay1mcaYwLhUMrCz3HPT/G2ZTRlwpKupw6Wdlp2h+f4NQ0sgi4hIbeQWlnDv+2sZ3rM9V0w4wulwWqRISCgmWWsz/EnDx8aYDdU8Nti8kCqzeowx1+CbEkVKSkrDRNmMqMMVmbq1j2PXwcIq7Zp+Vjs9E+ODjr7pcxQRkfIC9XaBvxmXHZtClDtSJ+c0b9V+qsaYTmF8JdYnAGtthv/7HuBdYDywOzCVyf99j//haUDvck/vBWQEOefz1tpx1tpxSUlJ9QmvWdKuwZGnsMRDtLtqPqzpZ+EL1AUFSyb0OYqISHnBpn//3xdbmbMi3cGoWq6a0rQM4AdgWTVfq+v64saYNsaYdoHbwBQgFXgP+JX/Yb8C5vpvvwdcYXyOBQ4EpkaJz5wV6eRp1+CIYq3l9nfWsHN/Ab+e1IfkxHgMmu9fG9XVBelzFBGRyoJN/y4o8TBzwUaHImrZaprytN5aO6a6BxhjVtTj9bsB7/rX3o8C/met/cgYsxR40xjzG2AH8Av/4+fjWzJ2C75lY6+qx2u3OIFOV+VfoI4J0dx9znB1uBzywjfbeGdFOjecNog/nzaQu84Z7nRIzU6ouqDkxHhN4xMRkSpUt9i0akooJoRxjnAeE5S1diswKkh7NnBqkHYL/KGur9fShep0JcRo12CnfLUpi4fmr+eMEd354ynakbOu9IdBRERqI6ldLHtyi6q0a/p346g2obDWVqgg9RdOx5U7vqPyY8Q56nRFlm1787j+f8sZ1K0dj/5ilDauqwcVYouISLiKS71EBfmbq+nfjSesUndjzLnGmM3ANuBLfLtXf9iIcUktaBO7yJNbWMLVr/yA22X49xXjaBMbCQuqNU9zVqRzSHVBIiISpmc+30LGgULVLTahcHs59wPHAp9Ya8cYY04GLmm8sCRcoeomAtTpanper+WGN1aybW8e/+834+ndKcHpkJqtUD/fifHR3HOu6oJERKSi1Wk5PPv5Fi4Yk8xd5wxX3WITCXcx3hJ/XYPLGOOy1n4OjG7EuCRM2jU48jz+8SY+Wb+Hu84exsT+XZwOp1kL9fPdJlZ1QSIiUlFhiYcb31xFUttY7lYi0aTCHaHIMca0Bb4CXjXG7AFKGy8sCZc2sYssH6zO4JnPt3Dx0b21G2cDUF2QiIiE6/GPN7FlzyFm/Xo8HRKinQ6nVQk3oTgPKABuAC4DOgD3NVZQEj4VqzorsAtnRk4BXdrFkpNXzNgjOnLvecPxL4csdRD4XFUXJCIi4Vi6fR///norlx6TwomDWt+mxk6rMaEwxkwDBgBrrLULgFmNHpWExbeJXdWBItVNNI3K8/uz/MvTnTe6J7FRbidDa9ZUFyQiIrWRV1TKTW+uolfHeG4/c6jT4bRK1dZQGGP+iW9UojNwvzHmziaJSmoU6HTlFFRc/aZjQrTqJppIqPn9z3251YFoWg7VBYmISG3M+HADO/fnM/Pno2irVRUdUdOnfgIwylrrMcYkAF/jW/FJHKZN7Jyn+f2NQ3VBIiISrq83Z/H/vvuJ3xzXl2P7dXY6nFarplWeiq21HgBrbT6+v+kSAdSZdV6oefya31832k9FRERq42BhCbfMXk2/pDaaCuuwmhKKIcaY1f6vNeXurzHGrG6KACU4dWad94eT+1dp0/z+uglM4Qu2wADocxURkarue38duw8W8viFo4mLVu2ik2qa8qTKlgjkK8bWzsFOstby9ea9uAx0bhvL3twieibGc/PUwZpyVgc11U3ocxURkfI+Xreb2cvSuP7kAYzuneh0OK1etQmFtfanpgpEwhNqBZyOCdHcfY52Dm4qb/2Qxoepu5h+xhCuO7HqSIXUjuomREQkXPvyirntnTUM6d6OP5060OlwhBoSCmNMLlSY0mz89w1grbXtGzE2CULF2M7btjePe95fy8T+nbnm+H5Oh9MiaD8VEREJ151zUzlQUMwrvx5PTFRNs/elKdQ05elToDvwDvC6tXZH44ck1VExtrNKPF7+/PoKot0uHr9wNC6X1imorzkr0skv1n4qIiJSs/dXZTBvdSY3Tx3MsJ66rh0papryNM0Y0wG4APi3MSYOeANfcrGvKQIUH+0cHBme+HgTq9MO8H+/PIruHeKcDqfZCzWFLzE+mnvO1RQ+ERE5bM/BQu6cm8qo3olce4JmCESSGnf/sNYeAF4yxswCLgKeBuKAxxs5NvHTzsGR4dsfs/nXlz9y8dG9OX1ED6fDaRFCTeFrE6spfCIicpi11tcXKvbw2C9GEeXWVKdIUmNCYYyZCFwCHA98A5xvrf26sQOTw7QCjvMO5Jdw45sr6du5DXedM8zpcFoMTeETEZFwvLUsjU837OHOs4cxoGtbp8ORSmoqyt4O5ACvA9cApf72owCstcsbOT5BK+A4zVrL7e+uISu3iHd+P5GEmBrzcAlT57Yx7D1UXKVdU/hERCQgbX8+972/jmP6duKqiX2cDkeCqKlntB3fqk5TgSlU3CnbAurNNgGtgOOs2cvSmLcmk1tPH8LIXlrruqGUeLy4jSlbOi5AU/hERCTA67XcMns1Xmt59BejtBhKhKqpKPukJopDQvBtYqcVcJyyfW8ed7+3lgn9OqsArIG9vGg7u3OL+O1xffkwdRcZOQXaHFBERCr475KfWPxjNg+dfyS9OyU4HY6EUNOUp6NqmtYUzmOkbrSJnTMCK2pl5BQQ5TZEuQyPX6SrIg1p98FC/vHJJk4Z0pW/nT2Mv52tuhQREalo2948Hp6/gRMGJXHJ+N5OhyPVqKlE/iVjTEdjTKdQX8ALTRFoa6RN7JpeIIlLzynAAiUei8drWbJVqyQ3pAfnrafEa7lbBe4iIhKEx2v561uriHYbHvnZSIzRRb1IVlMNRQdgGRVrJyrLarhwpDytgNP0giVxxR7LzAUblcQ1kG9/zOa9VRn86dSBHNG5jdPhiIhIBPrP11tZ9tN+nrholPZ9agaqHaGw1vax1vaz1vat5mt8XV7YGNPbGPO5MWa9MWatMebP/vZ7jDHpxpiV/q8zyz3nNmPMFmPMRmPM1Lq8bnMSquhaxdiNR0lc4yrxeLlrbiq9Osbz+5P6Ox2OiIhEoE27c3ls4SamDu/GtNG6mNccOLn+ZSlwk7V2uTGmHbDMGPOx/9gT1tpHyz/YGDMMuBgYDvQEPjHGDLLWBt+goZlTMbYztKJW45q1eDub9xzi31eMIy7a7XQ4IiISYUo8Xm56cxVt46J48PwjNdWpmXBsm0FrbWagmNtamwusB6pLQ88DXrfWFllrtwFbgDqNjkS6wDz+nIKSCu0dE6J5+IIjNfWmEf3muD5V2pTENQxfIfZmTh6cxGlDuzodjoiIRKB/fv4ja9IP8OC0EXRpG+t0OBKmiNihyxjTBxgDLAEmAdcbY64AfsA3irEfX7LxXbmnpVF9AtJsqRjbOd9u3Ue029CpTQx7DhZpGdMGEFg1KzDyM7F/F11xEhGRKlLTD/D0Z5s5b3RPzjiyh9PhSC2ElVAYYyYBK621ecaYXwJHAU9aa3+qbwDGmLbA28BfrLUHjTH/Au7Ht9fV/cBjwK8JXhhug7RhjLkG387epKSk1DfEJqd5/M74dP1uPl63m+lnDOG6EzW/vyEEW/r48Y83kdQuVkmaiIiUKSr1cOObK+nUJoZ7zx3udDhSS+FOefoXkG+MGQXcAvwEvFLfFzfGRONLJl611r4DYK3dba31WGu9wL85PK0pDSi/CHEvICPYea21z1trx1lrxyUlJdU3zCanYuymV1Ds4e731jKwa1t+Pamv0+G0GMFG2wpKPMxcsNGhiEREJBI98fFmNu0+xN9/NpLEhBinw5FaCjehKLXWWnx1DE9aa58E2tXnhY1vzsMLwHpr7ePl2suPcZ0PpPpvvwdcbIyJNcb0BQYC39cnhkgzZ0U6k2Z8FrQoWPP4G9c/v9hC2v4C7p82gpgox0qLWhyNtomISE2W/bSP57/6kYuP7s3JQ1Rj1xyFW0ORa4y5DfglcIIxxg1E1/O1JwGXA2uMMSv9bbcDlxhjRuObzrQduBbAWrvWGPMmsA7fClF/aEkrPIXaFRsgWfP4G9XWrEM89+VWzh+TzLH9OjsdTovSuW0Mew8VV2nXaJuIiADkF5dy05ur6NEhnjvOGup0OFJH4SYUFwGXAr+x1u4yxqQAM+vzwtbabwheFzG/muc8CDxYn9eNVKEKsZMT41k0/RQHImodrLXcNXctsdEubjtziNPhtCiHikrxWouhYrGTRttERCTgkY82sj07n/9dfQzt4up7rVqcEu7cjlx8U52+NsYMAkYDrzVeWK2PpoY4Y96aTL7Zspebpw6mazvtxNmQ7n9/HTn5Jfzx1AEkJ8Zj8CXIWvpYREQAFm/Zy8uLt3PlxD5M7N/F6XCkHsIdofgKON4Y0xH4FN9yrhcBlzVWYK2NNlRrermFJdz3/jpGJLfnsmOOcDqcFmXh2l288cNO/nByf26cPJgbJ2tEQkREDi8lnpFTgMsYurSN4dbTNUOguQt3hMJYa/OBC4CnrbXn49uxWhqAdsV2xj8+2UzWoSLuP28Ebpf2RWgoWblF3PbOGob3bM+fTx3kdDgiIhIhAvWi6TkFWMBjLbmFpSxYu8vp0KSewk4ojDET8I1IzPO3uRsnpNZFu2I7Y33mQV5evJ1LxqcwJqWj0+G0GNZabntnNblFpTxx0WitmCUiImWC1YsWlXq1lHgLEO5f+78AtwHv+ldb6gd83nhhtR7aFbvpeb2Wv81JpUN8NLdoBKhBvbF0J5+s38Otpw9hULd6rSwtIiItjOpFW66waiistV8CXxpj2vjvbwX+1JiBtRb65Wo6gXmbgVqVi8f31uY5Dein7Dzu+2AdE/t35qqJfZwOR0REIozqRVuusEYojDETjDHrgPX++6OMMf9s1MhaCe2K3TTKz9sMmLsinTkr0h2MquUo9Xi54Y2VuF2GR38xCpdqUkREpJKbpw4mPrrijHnVi7YM4U55+gcwFcgGsNauAk5orKBak79OGYSp1PfSL1fDCza1rKBE8zYbynNfbWX5jhwemDZCybCIiAQ1bUwyD19wpJYSb4HCXTYWa+1OU7Hn22J2qXbKnBXpPDBvPdaCMWCtdsVuLJpa1nhS0w/wxMebOHtkD84d1dPpcEREJIJNG5OsPk4LFO4IxU5jzETAGmNijDF/xT/9SeomMAUnO68Y8CUTgZEJ/aI1vJ6JwTet09X0+iks8fCXN1bSuW0MD0wbgak83CYiIiItXrgjFNcBTwLJQBqwEPhDYwXVGgSfguNh5oKNSigawZRh3Xhp8U8V2jS1rG7Kb0qUEOsmr8jDrF+PV4G7iIhIK1VjQmGMcQOXW2u1K3YD0hScplNY4uGTDXvo3j4Wl8uQmVNIT00tq5PAyFogGc4r8uB2Gfb7R9pERESk9akxobDWeowx5wFPNEE8rUbX9rHsPlhUpV1TcBrei4u2sXNfAa/+9hgmDejidDjNWrCRNY/XamRNRESkFQt3ytMiY8wzwBtAXqDRWru8UaJqwQLTRYIlE5qC0/D2HCzk2c+2cNrQbkomGoBG1kRERKSycBOKif7v95Vrs8ApDRtOy1Z5ugiAwfdBanWnxvHowo0Ue7zccdZQp0NpEbQpkYiIiFQWbkLxG//u2GWMMf0aIZ4WLdh0kUAysWi6crOGlpp+gLeWpXH18f3o26WN0+G0CD8bm8xTn26p0KaRNRERkdYt3GVjZwdpe6shA2kNNF2k6Vhruff9tXRKiOH6UwY4HU6LsPdQEW8s3UnnNtH06BCnTYlEREQEqGGEwhgzBBgOdDDGXFDuUHsg+ML+EpKmizSd+Wt2sXT7d+ABnQAAHbhJREFUfh46/0jax0U7HU6z5/Fa/vz6CnLyS3jn9xMZ3rOD0yGJiIhIhKhpytNg4GwgETinXHsucHVjBdUSzVmRTl5RSZV2TRdpeIUlHh6av54h3dtx0dG9nQ6nRXjyk00s2pLNIz8bqWRCREREKqg2obDWzgXmGmMmWGu/baKYWpxgxdgAHROiufuc4Zou0sBe+GYb6TkF/O/qY3C7tHNzfX2+cQ9PfbaFC8f14kIlaCIiIlJJuDUU5xtj2htjoo0xnxpj9hpjftmokbUgwYqxARJiopRMNLDdBwt59vMtTB3ejYn9tUxsfaXnFHDDGysZ0r0d9503wulwREREJAKFm1BMsdYexDf9KQ0YBNzcaFG1MCrGbjqPfLSRUo/l9jO1TGx9FZd6+f2ry/F4LP/65Vjiot1OhyQiIiIRKNyEIlDVeibwmrV2XyPF0yKFKrpWMXbDWp2Ww9vL07jquD4c0VnLxNbXQ/PXs2pnDjN/MVLL7oqIiEhI4SYU7xtjNgDjgE+NMUlAYeOF1bL85rg+VdpUjN1w5qxIZ9KMTzn3mUW4DPTtnOB0SM3e+6syeHnxdn57XF9OH9HD6XBEREQkgoW1sZ21drox5u/AQWutxxiTD5zXuKEFZ4w5HXgScAP/sdbOcCKOcMxZkc7MBRvLlortEB/FwYJSempX7AZTueDda+He99cTF636lLrasucQ099ezdgjOnLrGUOcDkdEREQiXLUjFMaYW8rdPc1a6wGw1uYBf2rMwELE4waeBc4AhgGXGGOGNXUc4ZizIp2b3lpVYd+JQ0UenrhoNIumn6LObgMJVvBeUOJh5oKNDkXUvOUXl/K7/y4jLtrNs5ceRbQ73EFMERERaa1q6i1cXO72bZWOnd7AsYRjPLDFWrvVWlsMvI5DIyU1uePdNXi8tkKbx2u54901DkXUMqngvWEEpo0Nu2sBm/cc4qKje9O9g/auFBERkZrVlFCYELeD3W8KycDOcvfT/G0RJ6+46jKx1bVL3YTq9KrgPXyBaWPpOYfLol5atJ05K9IdjEpERESai5oSChvidrD7TSFYElMlDmPMNcaYH4wxP2RlZTVBWNLUfFfUPyPzQNW1AVTwXjuaNiYiIiL1UVNR9ihjzEF8Hfl4/238952YD5EGlN+qtxeQUflB1trngecBxo0b50TigyF4xqV9m+sv2M7jgc87WQXvtaZpYyIiIlIf1SYU1tpI28lqKTDQGNMXSMdX43GpsyEFd9mxKfz3ux1B26V+gl1RDyQTi6af4kxQzdTGXbkhs19NGxMREZFwhLVsbKSw1pYaY64HFuBbNvZFa+1ah8MK6oFpRwLw2pKdeKzFbQyXHNO7rF3qTlfUG8bOfflc/sIS2sW6KSq1FJV6y45p2piIiIiEq1klFADW2vnAfKfjCMcD045UAtHA5qxIx2XAoyvq9bInt5BfvrCEolIvb103ifWZB5m5YCMZOQXaJ0VERERqpdklFNJ6BWongiUTuqIevgMFJfzqxaVk5Rbx398ew+Du7RjcvZ0SCBEREakT7VolzUaw2gkAtzE8fMGR6hCHoaDYw29eXsqWPbk8d/lYjkrp6HRIIiIi0sxphEKajVA1El5rlUyEobjUy+9eXcayHft55pKjOH5gktMhiYiISAugEQppNnpoE7s683otf31rFV9szOKh84/krJE9nA5JREREWgiNUEjEm7Mi3VcwrE3s6sRay93vreW9VRncevoQLhmvpYtFRESk4SihkIimTezq74mPN/H/vvuJa/9/e3ceJ2dVJnr896Q7IU0gNHs2QkIIYbJAkMiiAoMiy1UWGRRwrugdr4gOd1SUEYbLFRgVFbmg4nLjMjCOElGcgMruAoMKDphAIBCzgJAOwpCQmKWTXnLuH10NlU5Vm67qqreq6/f9fOqT6vO+b9VTOalOPXXOc86xB/Chv56SdTiSJGmIMaFQTXMTu4F7dURnbTujW5pZ197F2XP245JTDs46NEmSNASZUKimuYndwPQd0VnX3sWwgCMn705EZBydJEkaiizKVk0rVnBtIXZhhUZ0tia49t6lGUUkSZKGOkcoVJN6p+20FRiJsBC7OEd0JElStZlQqOYUKsTuZSF2/1p3Hs4rmzq3a3dER5IkVYoJhWpOsR2xLcTu382/e45XNnUyLHqmOfVyREeSJFWSNRSqOU7bGbhvP/gMl/54EcdP25vP/80hjG9tIehJwq4+c5YjOpIkqWIcoVDNGdfaUrB2wmk7hd3wi6V88Z4/cMrMMXzpnMMY0TyMd87ZL+uwJElSgzChUE2Zv6CNjVu6tmt32s72Ukpcc/cSvvar5bzjsPFcc9YhNDc56ChJkqrLhEI1o1gx9u47D+dTp85w2k6erVsTV/10MTf+5lnefeREPn36TIYNc58JSZJUfSYUqhnFirF3HtFsMpGne2vi0h8/zi2PrOR/vmkyl73tr9y0TpIkZcaEQjXDYuy/rLN7Kxfd8hg/eWwV//CWqXzshKkmE5IkKVMmFMpc7yZ2qchxi7F7bO7s5sLvL+C+p17kklMO5oLjpmQdkiRJkgmFstXfJnbQ2MXYvYnWqrXtjN1tJLuObGbJixu46vQZnHf0pKzDkyRJAkwolLFidRPQ2Lti9020Vq3bDOvg3CP2M5mQJEk1xYRCmSpWHxHQ0LtiF0u0HvjDyxlEI0mSVJyL1itTxeojGr1uwgJ1SZJUL0wolBk3sStuz11GFGxv9ERLkiTVnkwSioi4JiKejojHI+LfI6I11z4pItojYmHu9o28aw6PiEURsSwivhyulVnXemsE1rZ3btO++87DufrMWQ1ZN9Hr5t89x+oNHfT9B26iJUmSalFWIxT3AjNTSocAfwAuzTu2PKU0O3e7IK/968D5wNTc7eSqRatB5yZ22+vemvjsHU9x6Y8XcexBe3P1mTMZ39pC0FOg3uiJliRJqk2ZFGWnlO7J+/Eh4Kz+zo+IscDolNJvcz//K3AGcGfFglRFWSOwrU0dXXxk3kLuXfwi7z16fy5/+3Sam4ZxzhH7Zx2aJElSv2qhhuLv2DYxmBwRCyLi/og4Jtc2HliZd87KXJvqlMXYr/nTus288xu/5edPvcgVp07nytNn0txUC29NSZKkv6xiIxQRcR8wpsChy1JKt+XOuQzoAr6XO/YCMDGltDoiDgfmR8QM2G46OVB0Y2Ui4nx6pkcxceLE0l+EBl3vZm1tBUYiGrFG4Im2dbz/pv9kw+Yuvv3e13P8wftkHZIkSdKAVCyhSCmd0N/xiHgv8HbgLSmllLtmC7Ald//RiFgOHETPiMSEvMsnAKv6ee65wFyAOXPmFE08VF397YrdiJvY3f3kn/jovIXsMWoEt374DRw8ZnTWIUmSJA1YJjUUEXEy8EnguJTSprz2vYE1KaXuiDiAnuLrFSmlNRGxPiKOAh4GzgO+kkXsKl2xQuzxrS0NtYldSom5D6zgc3c9zSETWvnmeYezz64jsw5LkiSpJFntlH0DsBNwb27114dyKzodC1wVEV1AN3BBSmlN7poPATcCLfTUXFiQXWcauRC7d6rXqrXttIxoYlNHN2+bNZZr33UoI4c3ZR2eJElSybJa5enAIu23ArcWOfYIMLOScamyxrW2FKydGOqF2H2nem3q6KZ5WHDCwfuYTEiSpLrnUjKqip5dsTu3a2+EQuxCU726tia+eO8fMopIkiRp8GQ15UkNpFgx9u47D+dTp84Y8oXYhUZloDGmekmSpKHPhEIV16i7YndvTVx7z5Kix4f6VC9JktQYnPKkimvEYuw1Gzt437/8jq/9ajlHH7AHI4dv+1ZrhKlekiSpMZhQqOLGtRZeEnWofkO/aOU6Tv3Kgzy8Yg2fO3MWN59/NJ878xDGt7YQ9CyTe/WZs4b06IwkSWocTnlSxby2K/bm7Y4N1W/ob3nkef73/CfYa9QIfnjB0Ry6XysAZxw23gRCkiQNSSYUqohG2xV7S1c3V/5kMd9/+DneMGVPvnLuYey5y05ZhyVJklRxJhSqiEbaFfuFde186N9+z8Ln1/LB4w7g4hOn0dzkbEJJktQYTChUEY1SiP3b5av5Xzf/nvaObr7+t6/jlFljsw5JkiSpqkwoVBFDcVfs3pqQVWvbGdc6ktdP2oOfPP4C+++5M/POP4oD99k16xAlSZKqzoRCg+q1Quztk4l6LsTuWxPStnYzbQtXMWv8aL7/gaPYdeTwjCOUJEnKhgmFBs1QLsQuVhOyZmOHyYQkSWpoJhQaNEO5ELt4Tcj2S+JKkiQ1Epei0aAZqoXYL6xrZ0Rz4bdKPdeESJIkDQYTCg2aYh+u6/VDd0qJ2xa2cdJ1D7B1a2J4U2xzvJ5rQiRJkgaLCYUGzcUnTWPEEPnQ/crGDi68eQEfmbeQKfvswj0XHcc1Zx3K+NYWgp5pXFefOatua0IkSZIGizUUGhS9qzt1dKdX2+q1EPuXS17ikz96nDUbO7j4pGl88NgDaG4axuS9RtXda5EkSao0EwqVrdDqTr0jE/X0AXzjli4+e8dTfO/h5zho3134zvtez8zxu2UdliRJUk0zoVDZCq3u1N7ZzTV3L6mbhOLRP67holse47k1m/jAMZP5+InTGDm8KeuwJEmSap4JhcpWz6s7dXRt5fr7/sA37l/O2N1auPkDR3HUAXtmHZYkSVLdMKFQ2ca1thTcGbsWV3fqrfVYtbadvXfdieZhwap1m3nXnAlc/vbpblInSZI0QCYUKlnvh/NCyUQtru7Ut9bjpfVbAHj/Gydx+akzsgxNkiSpbrlsrErS++G8UDJRq0uqFtvJ+64nX8wgGkmSpKHBEQqVpNiH8/GtLfz6kjdnEFH/Nnd2F0x+oD5qPSRJkmpVJiMUEXFFRLRFxMLc7b/lHbs0IpZFxJKIOCmv/eRc27KIuCSLuPWaeirEfnDpy5x0/QNFj9dirYckSVK9yHLK03Uppdm52x0AETEdOAeYAZwMfC0imiKiCfgqcAowHTg3d64yUuxDeC19OF+9YQsX/WAh//3bDxPAh/96Ci19loKtxVoPSZKkelJrU55OB+allLYAz0TEMuCI3LFlKaUVABExL3fu4mzCbGzzF7SxcUvXdu218uE8pcSPf9/Gp3+2mPWbu7jw+AO58M0HMnJ4Ewftu+urqzyNq9OdvCVJkmpJlgnFhRFxHvAI8PGU0ivAeOChvHNW5toAnu/TfmRVotQ2Cu2KDbD7zsP51KkzMv9w/uzLG7ls/iJ+vWw1r5vYytVnHsK0Mbu+evyMw8ZnHqMkSdJQUrGEIiLuA8YUOHQZ8HXgn4GU+/Na4O+AKHB+ovDUrNTPc58PnA8wceLEAcWt/hUrxt55RHOmH9Q7u7cy94EVfPnnSxnRNIx/PmMmf3vERIYNK/RPSpIkSYOlYglFSumEHTkvIr4J/DT340pgv7zDE4BVufvF2gs991xgLsCcOXOKJh4auFooxs7fnG5cawvvnDOBu574E0//aT2nzBzDFafNYN/RI6sWjyRJUiPLZMpTRIxNKb2Q+/EdwBO5+7cD34+I/wuMA6YCv6Nn5GJqREwG2ugp3H53daMWwLjWkbSt3VygvTrF2H2nXLWtbef6+5YyemQzc99zOCfOKDQoJkmSpErJapWnL0TEooh4HDge+BhASulJ4BZ6iq3vAv4+pdSdUuoCLgTuBp4Cbsmdqyo77dDtpzVVsxi72JSrUTs1m0xIkiRlIJMRipTSe/o59hngMwXa7wDuqGRcKq5nmtHTtK3dTAC77TycdZs6q75SUrGpVX9at/2oiSRJkiqv1paNVQ3qO80oAVs6t3Ld2bOrlki8vGEL196zpGglfi3tfyFJktRIstzYTnWi0DSj9s5urrl7ScWfu6NrK998YAXHX/MrfvjISo47aC9GDt/2n22t7H8hSZLUiByh0F+UxcpOKSV+/tRLfOaOp3jm5Y0cP21vLnvbdA7cZ5ftVnlyczpJkqTsmFDoLxrX2kJbgeShUtOMlr64nqt+upj/WPoyU/Yexb/8j9dz/LR9Xj3u5nSSJEm1w4RCRfWOBBRKJioxzWjtpg6uv28p333oj4wa0cT/eft03nP0/gxvcmaeJElSrTKhUEF9C7HzjR+EaUb505bGto7kqAP25BdPv8Sf2zt595ETueit09hj1IhyXoIkSZKqwIRCBRXb72F8awu/vuTNZT1232Rl1drN/Pj3bUzdZxTzzj+Kg8eMLuvxJUmSVD3OJVFBlSzELpasbOroNpmQJEmqMyYUKqhYwXW5hdjPr9lUsCYDekYqJEmSVF9MKFTQxSdNo3lYbNNWTiH2S3/ezOXzn+DN1/6q6DluTidJklR/rKHQduYvaOPzdz1N19bX9qUutRB77aYOvn7/cm76zbN0dSfOfv1+TN13Fz5/57bTntycTpIkqT6ZUGgbhVZ36v2wP5BkYuOWLr7z4DPMfWAFGzq6OGP2eD56wlT233MUAK0tI9ycTpIkaQgwodA2ChVMt3d2c83dS3boA//mzm6+//BzfPWXy1i9sYO3Tt+Xj5940HbF1m5OJ0mSNDSYUGgbO7q6U/4+EuNaW/j4W6fSuTXxpfuWsmrdZt544J584sRpHDZx92qELUmSpIyYUGgbY3cbyap126+2lF8w3XdaVNvadj7+w8dJwKH7tXLNOw/ljQfuVa2QJUmSlCFXedI2jpy8x3ZtfQumC02LSsAeo0Yw/8NvMJmQJElqII5QCOgZdfjCXU+zat1mmgJGtwxn7abObQqmO7q28uCy/yq6j8QrGzuIiILHJEmSNDSZUIj5C9q4+EeP0dnds0xsd4INW7q47uzZnDJrDA8ufZmLblnIvYtfZP3mLoKeEYm+3EdCkiSp8ZhQiCt/8uSryUSvzu7EP/7oMS6f/wTrt3QxemQzJ80Yw9tmjWX1hi1cftuT7iMhSZIkEwrBK5s6C7Z3dCfOOGwMp8wayxun7MWI5tdKbpqbhrmPhCRJkkwo1L8vnHVowXb3kZAkSRK4ypOA1pbhA2qXJEmSeplQiCtOm8HwYduuzjR8WHDFaTMyikiSJEn1wilPenXqkjURkiRJGqhMEoqI+AHQuyRQK7A2pTQ7IiYBTwFLcsceSildkLvmcOBGoAW4A/hISqnQ6qUqgTURkiRJKkUmCUVK6eze+xFxLbAu7/DylNLsApd9HTgfeIiehOJk4M5KxilJkiSpf5nWUETPtsrvAm7+C+eNBUanlH6bG5X4V+CMKoQoSZIkqR9ZF2UfA7yYUlqa1zY5IhZExP0RcUyubTywMu+clbk2SZIkSRmq2JSniLgPGFPg0GUppdty989l29GJF4CJKaXVuZqJ+RExA4i+DwIUrZ+IiPPpmR7FxIkTSwlfkiRJ0g6oWEKRUjqhv+MR0QycCRyed80WYEvu/qMRsRw4iJ4RiQl5l08AVvXz3HOBuQBz5syxcFuSJEmqkCynPJ0APJ1SenUqU0TsHRFNufsHAFOBFSmlF4D1EXFUru7iPOC2Qg8qSZIkqXqy3IfiHLYvxj4WuCoiuoBu4IKU0prcsQ/x2rKxd+IKT5IkSVLmMksoUkrvK9B2K3BrkfMfAWZWOCxJkiRJAxBDfW+4iPgv4I8Zh7EX8HLGMaj67PfGZd83Lvu+MdnvjauR+n7/lNLehQ4M+YSiFkTEIymlOVnHoeqy3xuXfd+47PvGZL83Lvu+R9b7UEiSJEmqYyYUkiRJkkpmQlEdc7MOQJmw3xuXfd+47PvGZL83LvseaygkSZIklcERCkmSJEklM6EoQ0ScHBFLImJZRFxS4PhOEfGD3PGHI2JS3rFLc+1LIuKkasat8pXa9xGxZ0T8MiI2RMQN1Y5b5Suj798aEY9GxKLcn2+uduwqXRn9fkRELMzdHouId1Q7dpWnnP/rc8cn5n7nf6JaMWtwlPG+nxQR7Xnv/W9UO/ZqM6EoUUQ0AV8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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
index
107900.0000-44.9600-1.5-0.0594340.000000-0.0594340.000000S191107-ERR-177DP980A36R19W18...NaN0.000250.0000000.000000-3.431153e-18-3.240499e-18TCTLot #45: 1.40N CR700Y980T-DP-EGxxGxxGC00FeDP980_Numisheet2020R03T1.409W17.91-S0.00025 mm/mm/s
107910.3503-44.9576-3.5-0.138680-0.000008-0.138679-0.000008S191107-ERR-177DP980A36R19W18...NaN0.00025-0.000008-0.0000081.210824e-062.222891e-06TCTLot #45: 1.40N CR700Y980T-DP-EGxxGxxGC00FeDP980_Numisheet2020R03T1.409W17.91-S0.00025 mm/mm/s
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2 rows × 21 columns

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" + ], + "text/plain": [ + " Time Displacement Force Estress Estrain Tstress Tstrain \\\n", + "index \n", + "10790 0.0000 -44.9600 -1.5 -0.059434 0.000000 -0.059434 0.000000 \n", + "10791 0.3503 -44.9576 -3.5 -0.138680 -0.000008 -0.138679 -0.000008 \n", + "\n", + " Specimen Material Geometry ... dedt IntendedRate StrainA \\\n", + "index ... \n", + "10790 S191107-ERR-177 DP980 A36R19W18 ... NaN 0.00025 0.000000 \n", + "10791 S191107-ERR-177 DP980 A36R19W18 ... NaN 0.00025 -0.000008 \n", + "\n", + " StrainfG eyyA eyyfgA Path \\\n", + "index \n", + "10790 0.000000 -3.431153e-18 -3.240499e-18 TCT \n", + "10791 -0.000008 1.210824e-06 2.222891e-06 TCT \n", + "\n", + " ASPID \\\n", + "index \n", + "10790 Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG \n", + "10791 Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG \n", + "\n", + " NumisheetID dedtnomlabel \n", + "index \n", + "10790 C00FeDP980_Numisheet2020R03T1.409W17.91-S 0.00025 mm/mm/s \n", + "10791 C00FeDP980_Numisheet2020R03T1.409W17.91-S 0.00025 mm/mm/s \n", + "\n", + "[2 rows x 21 columns]" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [], + "source": [ + "import copy\n", + "data_dp980=copy.deepcopy(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [], + "source": [ + "data_dp980.df = df.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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EstrainEstrainNonefloatmm/mmEngineering strainNone
TstressTstressNonefloatMPaTrue stressNone
TstrainTstrainNonefloatmm/mmTrue strainNone
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...None
ExperimentExperimentNonestrNaNNCAL Experiment descriptorNone
SpecimenSpecimenNonestrNaNNCAL Specimen descriptorNone
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...None
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...None
PathPathNonestrNaNstrain path for test C=compression, T =tensionNone
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...None
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocityNone
ASPIDASPIDNonestrNaNASP Materials Bank IDNone
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rateNone
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis labelNone
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...None
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...None
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...None
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...None
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namevaluedtypeunitdescriptionlabel
key
sdata_versionsdata_version0.8.3str-
TimeTimeNonefloatsTimeNone
DisplacementDisplacementNonefloatmmActuator displacementNone
ForceForceNonefloatNLoad washer forceNone
EstressEstressNonefloatMPaEngineering stressNone
EstrainEstrainNonefloatmm/mmEngineering strainNone
TstressTstressNonefloatMPaTrue stressNone
TstrainTstrainNonefloatmm/mmTrue strainNone
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...None
ExperimentExperimentE191121-WEL-002strNaNNCAL Experiment descriptorNone
SpecimenSpecimenS191107-ERR-177strNaNNCAL Specimen descriptorNone
MaterialMaterialDP980strNaNdescribes heat treatment. Retained for compati...None
GeometryGeometryA36R19W18strNaNdescription of major specimen geometry compone...None
PathPathTCTstrNaNstrain path for test C=compression, T =tensionNone
NumisheetIDNumisheetIDC00FeDP980_Numisheet2020R03T1.409W17.91-SstrNaNNumisheet 2020 Material designation, per Tom S...None
IntendedRateIntendedRate0.00025floatmm/sIntended actuator velocityNone
ASPIDASPIDLot #45: 1.40N CR700Y980T-DP-EGxxGxxGstrNaNASP Materials Bank IDNone
dedtdedtNaNfloatmm/mm/sachieved specimen engineering strain rateNone
dedtnomlabeldedtnomlabel0.00025floatmm/mm/sconvenient axis labelNone
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...None
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...None
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...None
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...None
namenameNumisheet_2020_TensionCompressionstr-
uuiduuide84f95393cb0308899d11a9fced291bfstr-
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None \n", + "Experiment NCAL Experiment descriptor None \n", + "Specimen NCAL Specimen descriptor None \n", + "Material describes heat treatment. Retained for compati... None \n", + "Geometry description of major specimen geometry compone... None \n", + "Path strain path for test C=compression, T =tension None \n", + "NumisheetID Numisheet 2020 Material designation, per Tom S... None \n", + "IntendedRate Intended actuator velocity None \n", + "ASPID ASP Materials Bank ID None \n", + "dedt achieved specimen engineering strain rate None \n", + "dedtnomlabel convenient axis label None \n", + "StrainA Engineering strain based on a gauge length equ... None \n", + "StrainfG Engineering strain based on a gauge length equ... None \n", + "eyyA Average engineering strain in the entire reduc... None \n", + "eyyfgA Average engineering strain in the central 4/7 ... None \n", + "name \n", + "uuid " + ] + }, + "execution_count": 112, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_dp980.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Time 0\n", + "Displacement -44.96\n", + "Force -1.5\n", + "Estress -0.0594342\n", + "Estrain 0\n", + "Tstress -0.0594342\n", + "Tstrain 0\n", + "Specimen S191107-ERR-177\n", + "Material DP980\n", + "Geometry A36R19W18\n", + "Experiment E191121-WEL-002\n", + "dedt NaN\n", + "IntendedRate 0.00025\n", + "StrainA 0\n", + "StrainfG 0\n", + "eyyA -3.43115e-18\n", + "eyyfgA -3.2405e-18\n", + "Path TCT\n", + "ASPID Lot #45: 1.40N CR700Y980T-DP-EGxxGxxG\n", + "NumisheetID C00FeDP980_Numisheet2020R03T1.409W17.91-S\n", + "dedtnomlabel 0.00025 mm/mm/s\n", + "Name: 10790, dtype: object" + ] + }, + "execution_count": 113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.iloc[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data_dp980.to_xlsx(os.path.join(workpath, data_dp980.osname+\".xlsx\"))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/process.ipynb b/ipynb/process.ipynb new file mode 100644 index 0000000..af8e56b --- /dev/null +++ b/ipynb/process.ipynb @@ -0,0 +1,778 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "301b598b-f0ba-400d-90c9-d8142e620d66", + "metadata": {}, + "outputs": [], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "from sdata import SUUID\n", + "from sdata.sclass.process import SpecificInput, SpecificOutput, ProcessData, ProcessNode, SpecificProcessNode\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "820ee021-201a-4f7d-9aea-c31586b14fb1", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'sdata.base' has no attribute 'to_json'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01msdata\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbase\u001b[39;00m\n\u001b[1;32m 2\u001b[0m s\u001b[38;5;241m=\u001b[39m SUUID(class_name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m, name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m j \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39mto_json(s) \n\u001b[1;32m 4\u001b[0m j\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'sdata.base' has no attribute 'to_json'" + ] + } + ], + "source": [ + "import sdata.base\n", + "s= SUUID(class_name=\"a\", name=\"b\")\n", + "j = sdata.base.to_json(s) \n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6caf18b1-5db0-418c-9b36-e7d2821b928a", + "metadata": {}, + "outputs": [], + "source": [ + "s.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d635a301-20c6-460e-a815-9369462310b9", + "metadata": {}, + "outputs": [], + "source": [ + "sdata.base.from_json(j) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b8c8876-1b36-42b0-98bf-f4b6eeb93484", + "metadata": {}, + "outputs": [], + "source": [ + "sdata.base.obj_to_spec(s) " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8209278a-a51e-4fea-9da1-4639f585d955", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "c c 4.2 - float False" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "node.outputs['output1'].udf" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "41da2311-3e0f-4dff-aaf9-ec8d94444111", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Valid node ran successfully.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "input_a = SpecificInput(name=\"input\", attributes=[{\"name\": \"a\", \"value\": 1.2},\n", + " {\"name\": \"b\", \"value\": 3}])\n", + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\", metadata={\"data\": \"value\"})}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1f87b6f-75d4-4aca-b820-567b91a63790", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/read_numisheet_2020-Copy2.ipynb b/ipynb/read_numisheet_2020-Copy2.ipynb new file mode 100644 index 0000000..3094072 --- /dev/null +++ b/ipynb/read_numisheet_2020-Copy2.ipynb @@ -0,0 +1,3017 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:54:34 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "modulepath = os.getcwd()\n", + "modulepath" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['analyze-NS-rawdata.csv',\n", + " 'numisheet_2020_tensioncompression.xlsx',\n", + " '.~lock.numisheet_2020_tensioncompression.xlsx#',\n", + " 'README.md',\n", + " 'analyze-NS-rawdata-attributes.csv',\n", + " 'numisheet_2020_tensioncompression.json']" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "workpath = os.path.abspath(os.path.join(\"..\", \"data\", \"numisheet_2020\"))\n", + "workpath\n", + "os.listdir(workpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nameunitTypedescriptionAxisLabeltypedtype
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1DisplacementmmRealActuator displacementActuator displacement /mmRealfloat
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4EstressMPaRealEngineering stressNaNRealfloat
5Estrainmm/mmRealEngineering strainNaNRealfloat
6TstressMPaRealTrue stressNaNRealfloat
7Tstrainmm/mmRealTrue strainNaNRealfloat
8EstrainRatemm/mm/sRealEngineering strain rate computed from smooth s...NaNRealfloat
9ExperimentNaNCharNCAL Experiment descriptorNaNCharstr
10SpecimenNaNCharNCAL Specimen descriptorNaNCharstr
11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaNCharstr
12MaterialNaNChardescribes heat treatment. Retained for compati...NaNCharstr
13GeometryNaNChardescription of major specimen geometry compone...NaNCharstr
15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNCharstr
17IntendedRatemm/sRealIntended actuator velocityNaNRealfloat
18ASPIDNaNCharASP Materials Bank IDNaNCharstr
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNRealfloat
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacterfloat
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNRealfloat
22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaNnanfloat
23eyyAmm/mmRealAverage engineering strain in the entire reduc...NaNRealfloat
24eyyfgAmm/mmRealAverage engineering strain in the central 4/7 ...NaNRealfloat
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3ForceNLoad washer forceRealfloatNone
4EstressMPaEngineering stressRealfloatNone
5Estrainmm/mmEngineering strainRealfloatNone
6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
9ExperimentNaNNCAL Experiment descriptorCharstrNone
10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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name
TimeTimeNonefloatsTime
DisplacementDisplacementNonefloatmmActuator displacement
ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
..................................................................
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6TstressMPaRealTrue stressNaNReal
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9ExperimentNaNCharNCAL Experiment descriptorNaNChar
10SpecimenNaNCharNCAL Specimen descriptorNaNChar
11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaNChar
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13GeometryNaNChardescription of major specimen geometry compone...NaNChar
15PathNaNCharstrain path for test C=compression, T =tensionNaNChar
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNChar
17IntendedRatemm/sRealIntended actuator velocityNaNReal
18ASPIDNaNCharASP Materials Bank IDNaNChar
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNReal
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacter
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNReal
22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaNnan
23eyyAmm/mmRealAverage engineering strain in the entire reduc...NaNReal
24eyyfgAmm/mmRealAverage engineering strain in the central 4/7 ...NaNReal
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13GeometryNaNChardescription of major specimen geometry compone...NaNCharstr
15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaNCharstr
17IntendedRatemm/sRealIntended actuator velocityNaNRealfloat
18ASPIDNaNCharASP Materials Bank IDNaNCharstr
19dedtmm/mm/sRealachieved specimen engineering strain rateNaNRealfloat
20dedtnomlabelNaNCharacterconvenient axis labelNaNCharacterfloat
21StrainAmm/mmRealEngineering strain based on a gauge length equ...NaNRealfloat
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6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
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10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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namevaluedtypeunitdescription
name
TimeTimeNonefloatsTime
DisplacementDisplacementNonefloatmmActuator displacement
ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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namevaluedtypeunitdescription
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TimeTimeNonefloatsTime
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ForceForceNonefloatNLoad washer force
EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
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10.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
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6TstressMPaRealTrue stressNaN
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9ExperimentNaNCharNCAL Experiment descriptorNaN
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11MaterialNaNCharMaterial Descriptor: �1008|Al2024|TRIP�NaN
12MaterialNaNChardescribes heat treatment. Retained for compati...NaN
13GeometryNaNChardescription of major specimen geometry compone...NaN
15PathNaNCharstrain path for test C=compression, T =tensionNaN
16NumisheetIDNaNCharNumisheet 2020 Material designation, per Tom S...NaN
17IntendedRatemm/sRealIntended actuator velocityNaN
18ASPIDNaNCharASP Materials Bank IDNaN
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20dedtnomlabelNaNCharacterconvenient axis labelNaN
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22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaN
23eyyAmm/mmRealAverage engineering strain in the entire reduc...NaN
24eyyfgAmm/mmRealAverage engineering strain in the central 4/7 ...NaN
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13GeometryNaNChardescription of major specimen geometry compone...NaN
15PathNaNCharstrain path for test C=compression, T =tensionNaN
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17IntendedRatemm/sRealIntended actuator velocityNaN
18ASPIDNaNCharASP Materials Bank IDNaN
19dedtmm/mm/sRealachieved specimen engineering strain rateNaN
20dedtnomlabelNaNCharacterconvenient axis labelNaN
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22StrainfGmm/mmNaNEngineering strain based on a gauge length equ...NaN
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15PathNaNCharstrain path for test C=compression, T =tensionNaNCharstr
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1DisplacementmmActuator displacementRealfloatNone
3ForceNLoad washer forceRealfloatNone
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5Estrainmm/mmEngineering strainRealfloatNone
6TstressMPaTrue stressRealfloatNone
7Tstrainmm/mmTrue strainRealfloatNone
8EstrainRatemm/mm/sEngineering strain rate computed from smooth s...RealfloatNone
9ExperimentNaNNCAL Experiment descriptorCharstrNone
10SpecimenNaNNCAL Specimen descriptorCharstrNone
11MaterialNaNMaterial Descriptor: �1008|Al2024|TRIP�CharstrNone
12MaterialNaNdescribes heat treatment. Retained for compati...CharstrNone
13GeometryNaNdescription of major specimen geometry compone...CharstrNone
15PathNaNstrain path for test C=compression, T =tensionCharstrNone
16NumisheetIDNaNNumisheet 2020 Material designation, per Tom S...CharstrNone
17IntendedRatemm/sIntended actuator velocityRealfloatNone
18ASPIDNaNASP Materials Bank IDCharstrNone
19dedtmm/mm/sachieved specimen engineering strain rateRealfloatNone
20dedtnomlabelNaNconvenient axis labelCharacterfloatNone
21StrainAmm/mmEngineering strain based on a gauge length equ...RealfloatNone
22StrainfGmm/mmEngineering strain based on a gauge length equ...nanfloatNone
23eyyAmm/mmAverage engineering strain in the entire reduc...RealfloatNone
24eyyfgAmm/mmAverage engineering strain in the central 4/7 ...RealfloatNone
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EstressEstressNonefloatMPaEngineering stress
EstrainEstrainNonefloatmm/mmEngineering strain
TstressTstressNonefloatMPaTrue stress
TstrainTstrainNonefloatmm/mmTrue strain
EstrainRateEstrainRateNonefloatmm/mm/sEngineering strain rate computed from smooth s...
ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
MaterialMaterialNonestrNaNMaterial Descriptor: �1008|Al2024|TRIP�
MaterialMaterialNonestrNaNdescribes heat treatment. Retained for compati...
GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
dedtnomlabeldedtnomlabelNonefloatNaNconvenient axis label
StrainAStrainANonefloatmm/mmEngineering strain based on a gauge length equ...
StrainfGStrainfGNonefloatmm/mmEngineering strain based on a gauge length equ...
eyyAeyyANonefloatmm/mmAverage engineering strain in the entire reduc...
eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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" + ], + "text/plain": [ + " name value dtype unit \\\n", + "name \n", + "Time Time None float s \n", + "Displacement Displacement None float mm \n", + "Force Force None float N \n", + "Estress Estress None float MPa \n", + "Estrain Estrain None float mm/mm \n", + "Tstress Tstress None float MPa \n", + "Tstrain Tstrain None float mm/mm \n", + "EstrainRate EstrainRate None float mm/mm/s \n", + "Experiment Experiment None str NaN \n", + "Specimen Specimen None str NaN \n", + "Material Material None str NaN \n", + "Material Material None str NaN \n", + "Geometry Geometry None str NaN \n", + "Path Path None str NaN \n", + "NumisheetID NumisheetID None str NaN \n", + "IntendedRate IntendedRate None float mm/s \n", + "ASPID ASPID None str NaN \n", + "dedt dedt None float mm/mm/s \n", + "dedtnomlabel dedtnomlabel None float NaN \n", + "StrainA StrainA None float mm/mm \n", + "StrainfG StrainfG None float mm/mm \n", + "eyyA eyyA None float mm/mm \n", + "eyyfgA eyyfgA None float mm/mm \n", + "\n", + " description \n", + "name \n", + "Time Time \n", + "Displacement Actuator displacement \n", + "Force Load washer force \n", + "Estress Engineering stress \n", + "Estrain Engineering strain \n", + "Tstress True stress \n", + "Tstrain True strain \n", + "EstrainRate Engineering strain rate computed from smooth s... \n", + "Experiment NCAL Experiment descriptor \n", + "Specimen NCAL Specimen descriptor \n", + "Material Material Descriptor: �1008|Al2024|TRIP� \n", + "Material describes heat treatment. 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TstressTstressNonefloatMPaTrue stress
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ExperimentExperimentNonestrNaNNCAL Experiment descriptor
SpecimenSpecimenNonestrNaNNCAL Specimen descriptor
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GeometryGeometryNonestrNaNdescription of major specimen geometry compone...
PathPathNonestrNaNstrain path for test C=compression, T =tension
NumisheetIDNumisheetIDNonestrNaNNumisheet 2020 Material designation, per Tom S...
IntendedRateIntendedRateNonefloatmm/sIntended actuator velocity
ASPIDASPIDNonestrNaNASP Materials Bank ID
dedtdedtNonefloatmm/mm/sachieved specimen engineering strain rate
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eyyfgAeyyfgANonefloatmm/mmAverage engineering strain in the central 4/7 ...
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TimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterialGeometry...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
00.0000-39.84882.00.1066110.000000e+000.1066110.000000e+00S190918-ERR-071DP1180A36R19W18...NaN0.000250.000000e+000.000000e+00-0.000008-1.490744e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
10.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
20.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180A36R19W18...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
30.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180A36R19W18...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
40.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180A36R19W18...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOT#19: 1.00x CR825Y1180T-DP-UNCOATED-UNaN0.00025 mm/mm/s
..................................................................
27775926.9503-39.672820554.51080.5337081.523150e-011245.1151881.417730e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.523150e-011.809150e-010.1532371.838798e-01TCTNaNNaN0.00025 mm/mm/s
27776927.9503-39.675220452.51075.1716491.527800e-011239.4363731.421764e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.527800e-011.817564e-010.1537661.848752e-01TCTNaNNaN0.00025 mm/mm/s
27777928.9504-39.654420372.51070.9661131.532584e-011235.1007081.425914e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.532584e-011.825970e-010.1542371.858361e-01TCTNaNNaN0.00025 mm/mm/s
27778929.9504-39.648820254.01064.7366621.537417e-011228.4310381.430103e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.537417e-011.834580e-010.1548881.871302e-01TCTNaNNaN0.00025 mm/mm/s
27779930.9505-39.636020132.01058.3232191.542152e-011221.5327371.434206e-01S200123-ERR-076DP1180A36R19W18...NaN0.000251.542152e-011.843130e-010.1552261.878355e-01TCTNaNNaN0.00025 mm/mm/s
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indexTimeDisplacementForceEstressEstrainTstressTstrainSpecimenMaterial...dedtIntendedRateStrainAStrainfGeyyAeyyfgAPathASPIDNumisheetIDdedtnomlabel
000.0000-39.84882.00.1066110.000000e+000.1066110.000000e+00S190918-ERR-071DP1180...NaN0.000250.000000e+000.000000e+00-0.000008-1.490744e-05TCTLOTNaNNaN
110.1998-39.84880.00.000000-2.387196e-060.000000-2.387199e-06S190918-ERR-071DP1180...NaN0.00025-2.387196e-06-1.660862e-05-0.000018-3.191302e-05TCTLOTNaNNaN
220.3998-39.84080.50.026653-9.703206e-060.026652-9.703253e-06S190918-ERR-071DP1180...NaN0.00025-9.703206e-06-1.199776e-05-0.000023-2.356464e-05TCTLOTNaNNaN
330.5997-39.84640.00.0000007.457243e-060.0000007.457216e-06S190918-ERR-071DP1180...NaN0.000257.457243e-061.634256e-050.0000028.166672e-07TCTLOTNaNNaN
440.7998-39.85441.50.079958-6.686905e-070.079958-6.686907e-07S190918-ERR-071DP1180...NaN0.00025-6.686905e-076.182839e-07-0.000009-1.094360e-05TCTLOTNaNNaN
..................................................................
2777527775926.9503-39.672820554.51080.5337081.523150e-011245.1151881.417730e-01S200123-ERR-076DP1180...NaN0.000251.523150e-011.809150e-010.1532371.838798e-01TCTNaNNaN0.00025 mm/mm/s
2777627776927.9503-39.675220452.51075.1716491.527800e-011239.4363731.421764e-01S200123-ERR-076DP1180...NaN0.000251.527800e-011.817564e-010.1537661.848752e-01TCTNaNNaN0.00025 mm/mm/s
2777727777928.9504-39.654420372.51070.9661131.532584e-011235.1007081.425914e-01S200123-ERR-076DP1180...NaN0.000251.532584e-011.825970e-010.1542371.858361e-01TCTNaNNaN0.00025 mm/mm/s
2777827778929.9504-39.648820254.01064.7366621.537417e-011228.4310381.430103e-01S200123-ERR-076DP1180...NaN0.000251.537417e-011.834580e-010.1548881.871302e-01TCTNaNNaN0.00025 mm/mm/s
2777927779930.9505-39.636020132.01058.3232191.542152e-011221.5327371.434206e-01S200123-ERR-076DP1180...NaN0.000251.542152e-011.843130e-010.1552261.878355e-01TCTNaNNaN0.00025 mm/mm/s
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27780 rows × 22 columns

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" + ], + "text/plain": [ + " index Time Displacement Force Estress Estrain \\\n", + "0 0 0.0000 -39.8488 2.0 0.106611 0.000000e+00 \n", + "1 1 0.1998 -39.8488 0.0 0.000000 -2.387196e-06 \n", + "2 2 0.3998 -39.8408 0.5 0.026653 -9.703206e-06 \n", + "3 3 0.5997 -39.8464 0.0 0.000000 7.457243e-06 \n", + "4 4 0.7998 -39.8544 1.5 0.079958 -6.686905e-07 \n", + "... ... ... ... ... ... ... \n", + "27775 27775 926.9503 -39.6728 20554.5 1080.533708 1.523150e-01 \n", + "27776 27776 927.9503 -39.6752 20452.5 1075.171649 1.527800e-01 \n", + "27777 27777 928.9504 -39.6544 20372.5 1070.966113 1.532584e-01 \n", + "27778 27778 929.9504 -39.6488 20254.0 1064.736662 1.537417e-01 \n", + "27779 27779 930.9505 -39.6360 20132.0 1058.323219 1.542152e-01 \n", + "\n", + " Tstress Tstrain Specimen Material ... dedt \\\n", + "0 0.106611 0.000000e+00 S190918-ERR-071 DP1180 ... NaN \n", + "1 0.000000 -2.387199e-06 S190918-ERR-071 DP1180 ... NaN \n", + "2 0.026652 -9.703253e-06 S190918-ERR-071 DP1180 ... NaN \n", + "3 0.000000 7.457216e-06 S190918-ERR-071 DP1180 ... NaN \n", + "4 0.079958 -6.686907e-07 S190918-ERR-071 DP1180 ... NaN \n", + "... ... ... ... ... ... ... \n", + "27775 1245.115188 1.417730e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27776 1239.436373 1.421764e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27777 1235.100708 1.425914e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27778 1228.431038 1.430103e-01 S200123-ERR-076 DP1180 ... NaN \n", + "27779 1221.532737 1.434206e-01 S200123-ERR-076 DP1180 ... NaN \n", + "\n", + " IntendedRate StrainA StrainfG eyyA eyyfgA Path \\\n", + "0 0.00025 0.000000e+00 0.000000e+00 -0.000008 -1.490744e-05 TCT \n", + "1 0.00025 -2.387196e-06 -1.660862e-05 -0.000018 -3.191302e-05 TCT \n", + "2 0.00025 -9.703206e-06 -1.199776e-05 -0.000023 -2.356464e-05 TCT \n", + "3 0.00025 7.457243e-06 1.634256e-05 0.000002 8.166672e-07 TCT \n", + "4 0.00025 -6.686905e-07 6.182839e-07 -0.000009 -1.094360e-05 TCT \n", + "... ... ... ... ... ... ... \n", + "27775 0.00025 1.523150e-01 1.809150e-01 0.153237 1.838798e-01 TCT \n", + "27776 0.00025 1.527800e-01 1.817564e-01 0.153766 1.848752e-01 TCT \n", + "27777 0.00025 1.532584e-01 1.825970e-01 0.154237 1.858361e-01 TCT \n", + "27778 0.00025 1.537417e-01 1.834580e-01 0.154888 1.871302e-01 TCT \n", + "27779 0.00025 1.542152e-01 1.843130e-01 0.155226 1.878355e-01 TCT \n", + "\n", + " ASPID NumisheetID dedtnomlabel \n", + "0 LOT NaN NaN \n", + "1 LOT NaN NaN \n", + "2 LOT NaN NaN \n", + "3 LOT NaN NaN \n", + "4 LOT NaN NaN \n", + "... ... ... ... \n", + "27775 NaN NaN 0.00025 mm/mm/s \n", + "27776 NaN NaN 0.00025 mm/mm/s \n", + "27777 NaN NaN 0.00025 mm/mm/s \n", + "27778 NaN NaN 0.00025 mm/mm/s \n", + "27779 NaN NaN 0.00025 mm/mm/s \n", + "\n", + "[27780 rows x 22 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import io\n", + "sio = io.StringIO(s)\n", + "pd.read_csv(sio, sep=\";\", comment=\"#\")" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\"sdata_version\", \"value\": \"0.10.1\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"name\": {\"name\": \"name\", \"value\": \"MedMnSteel_10mps_1_RD\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"10mps(1)-RD\"}, \"uuid\": {\"name\": \"uuid\", \"value\": \"2b8fe212a41a30a4955f869cfdde046c\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Test Name\": {\"name\": \"Test Name\", \"value\": \"10mps(1)\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Material\": {\"name\": \"Material\", \"value\": \"Med Mn Steel\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Thickness\": {\"name\": \"Thickness\", \"value\": 1.25, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Width\": {\"name\": \"Width\", \"value\": 7.43, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Gauge Length\": {\"name\": \"Gauge Length\", \"value\": 20.0, \"unit\": \"mm\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Target Strain Rate\": {\"name\": \"Target Strain Rate\", \"value\": 500.0, \"unit\": \"1/s\", \"dtype\": \"float\", \"description\": \"\", \"label\": \"\"}, \"Orientation\": {\"name\": \"Orientation\", \"value\": \"RD\", \"unit\": \"\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"License\": {\"name\": \"License\", \"value\": \"Creative Commons Lizenz\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"Source\": {\"name\": \"Source\", \"value\": \"https://materialsdata.nist.gov/handle/11256/823\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}, \"sdata_date\": {\"name\": \"sdata_date\", \"value\": \"2020-12-10T00:00:00+00:00\", \"unit\": \"-\", \"dtype\": \"str\", \"description\": \"\", \"label\": \"\"}}, \"table\": {\"Time (s)\": {\"0\": 0.0, \"1\": 5e-05, \"2\": 0.0001, \"3\": 0.00015, \"4\": 0.0002, \"5\": 0.00025, \"6\": 0.0003, \"7\": 0.00035, \"8\": 0.0004, \"9\": 0.00045, \"10\": 0.0005, \"11\": 0.00055, \"12\": 0.0006, \"13\": 0.00065, \"14\": 0.0007, \"15\": 0.00075, \"16\": 0.0008, \"17\": 0.00085, \"18\": 0.0009, \"19\": 0.00095, \"20\": 0.001, \"21\": 0.00105, \"22\": 0.0011}, \"Extension (mm)\": {\"0\": 0.0, \"1\": 0.000137871, \"2\": 0.00108363, \"3\": 0.00685899, \"4\": 0.00874933, \"5\": 0.017484, \"6\": 0.0325352, \"7\": 0.0590194, \"8\": 0.182078, \"9\": 0.559806, \"10\": 1.05668, \"11\": 1.53519, \"12\": 1.95234, \"13\": 2.45937, \"14\": 2.96673, \"15\": 3.49238, \"16\": 4.02158, \"17\": 4.55764, \"18\": 5.06491, \"19\": 5.5959, \"20\": 6.15847, \"21\": 6.74382, \"22\": 7.48598}, \"Load (kN)\": {\"0\": -0.3464563814634145, \"1\": -0.30985491804878035, \"2\": -0.32981772292682915, \"3\": -0.14017645463414616, \"4\": 0.5318799892682929, \"5\": 1.3370152770731711, \"6\": 2.4482430819512198, \"7\": 4.720591618536586, \"8\": 8.02764088682927, \"9\": 8.583270155121953, \"10\": 7.485328691707317, \"11\": 8.290489179512196, \"12\": 8.223929423414635, \"13\": 8.732948935609759, \"14\": 8.530001862439025, \"15\": 8.88601332585366, \"16\": 8.965859423414635, \"17\": 8.98913869170732, \"18\": 8.94924893560976, \"19\": 8.935896008780489, \"20\": 8.822787960000003, \"21\": 8.553301618536587, \"22\": 8.297152838048781}, \"Engineering Strain\": {\"0\": 0.0, \"1\": 8.10858e-06, \"2\": 6.37312e-05, \"3\": 0.000403397, \"4\": 0.000514572, \"5\": 0.00102828, \"6\": 0.00191349, \"7\": 0.0034711, \"8\": 0.0107085, \"9\": 0.0329238, \"10\": 0.0621462, \"11\": 0.0902891, \"12\": 0.114822, \"13\": 0.144642, \"14\": 0.174481, \"15\": 0.205396, \"16\": 0.23652, \"17\": 0.268048, \"18\": 0.297882, \"19\": 0.329111, \"20\": 0.362197, \"21\": 0.396623, \"22\": 0.440271}, \"Engineering Stress (MPa)\": {\"0\": -31.51045, \"1\": -44.92826, \"2\": -35.57331, \"3\": -9.35123, \"4\": 52.44761, \"5\": 137.66427, \"6\": 272.66403, \"7\": 542.04902, \"8\": 819.27482, \"9\": 901.48198, \"10\": 864.39066, \"11\": 853.68431, \"12\": 910.72353, \"13\": 916.67848, \"14\": 937.87568, \"15\": 947.03726, \"16\": 967.45605, \"17\": 966.98613, \"18\": 965.57341, \"19\": 961.49926, \"20\": 947.87483, \"21\": 924.77565, \"22\": 891.8019}, \"True Strain\": {\"0\": 0.0, \"1\": 8.108547125753067e-06, \"2\": 6.372916925338195e-05, \"3\": 0.00040331565730497625, \"4\": 0.0005144396532276926, \"5\": 0.0010277516822622616, \"6\": 0.0019116616100423053, \"7\": 0.003465089636760603, \"8\": 0.010651570075978249, \"9\": 0.032393421685795294, \"10\": 0.060291578128247786, \"11\": 0.08644289043176238, \"12\": 0.1086947509124551, \"13\": 0.13509192436124148, \"14\": 0.16082634788934302, \"15\": 0.18680814366076975, \"16\": 0.21230098253514051, \"17\": 0.2374787101881459, \"18\": 0.2607337050585073, \"19\": 0.28451029768808184, \"20\": 0.3090988375028791, \"21\": 0.33405717986071115, \"22\": 0.36483129032600076}, \"True Stress (MPa)\": {\"0\": 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'Source', 'sdata_date']\n" + ] + }, + { + "data": { + "text/html": [ + "
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Time (s)Extension (mm)Load (kN)Engineering StrainEngineering Stress (MPa)True StrainTrue Stress (MPa)
index
00.000000.000000-0.3464560.000000-31.510450.000000-31.510450
10.000050.000138-0.3098550.000008-44.928260.000008-44.928624
20.000100.001084-0.3298180.000064-35.573310.000064-35.575577
30.000150.006859-0.1401760.000403-9.351230.000403-9.355002
40.000200.0087490.5318800.00051552.447610.00051452.474598
50.000250.0174841.3370150.001028137.664270.001028137.805827
60.000300.0325352.4482430.001913272.664030.001912273.185770
70.000350.0590194.7205920.003471542.049020.003465543.930526
80.000400.1820788.0276410.010708819.274820.010652828.048024
90.000450.5598068.5832700.032924901.481980.032393931.162192
100.000501.0566807.4853290.062146864.390660.060292918.109255
110.000551.5351908.2904890.090289853.684310.086443930.762698
120.000601.9523408.2239290.114822910.723530.1086951015.294627
130.000652.4593708.7329490.144642916.678480.1350921049.268689
140.000702.9667308.5300020.174481937.875680.1608261101.517167
150.000753.4923808.8860130.205396947.037260.1868081141.554925
160.000804.0215808.9658590.236520967.456050.2123011196.278755
170.000854.5576408.9891390.268048966.986130.2374791226.184828
180.000905.0649108.9492490.297882965.573410.2607341253.200349
190.000955.5959008.9358960.329111961.499260.2845101277.939243
200.001006.1584708.8227880.362197947.874830.3090991291.192250
210.001056.7438208.5533020.396623924.775650.3340571291.562943
220.001107.4859808.2971530.440271891.801900.3648311284.436414
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" + ], + "text/plain": [ + " Time (s) Extension (mm) Load (kN) Engineering Strain \\\n", + "index \n", + "0 0.00000 0.000000 -0.346456 0.000000 \n", + "1 0.00005 0.000138 -0.309855 0.000008 \n", + "2 0.00010 0.001084 -0.329818 0.000064 \n", + "3 0.00015 0.006859 -0.140176 0.000403 \n", + "4 0.00020 0.008749 0.531880 0.000515 \n", + "5 0.00025 0.017484 1.337015 0.001028 \n", + "6 0.00030 0.032535 2.448243 0.001913 \n", + "7 0.00035 0.059019 4.720592 0.003471 \n", + "8 0.00040 0.182078 8.027641 0.010708 \n", + "9 0.00045 0.559806 8.583270 0.032924 \n", + "10 0.00050 1.056680 7.485329 0.062146 \n", + "11 0.00055 1.535190 8.290489 0.090289 \n", + "12 0.00060 1.952340 8.223929 0.114822 \n", + "13 0.00065 2.459370 8.732949 0.144642 \n", + "14 0.00070 2.966730 8.530002 0.174481 \n", + "15 0.00075 3.492380 8.886013 0.205396 \n", + "16 0.00080 4.021580 8.965859 0.236520 \n", + "17 0.00085 4.557640 8.989139 0.268048 \n", + "18 0.00090 5.064910 8.949249 0.297882 \n", + "19 0.00095 5.595900 8.935896 0.329111 \n", + "20 0.00100 6.158470 8.822788 0.362197 \n", + "21 0.00105 6.743820 8.553302 0.396623 \n", + "22 0.00110 7.485980 8.297153 0.440271 \n", + "\n", + " Engineering Stress (MPa) True Strain True Stress (MPa) \n", + "index \n", + "0 -31.51045 0.000000 -31.510450 \n", + "1 -44.92826 0.000008 -44.928624 \n", + "2 -35.57331 0.000064 -35.575577 \n", + "3 -9.35123 0.000403 -9.355002 \n", + "4 52.44761 0.000514 52.474598 \n", + "5 137.66427 0.001028 137.805827 \n", + "6 272.66403 0.001912 273.185770 \n", + "7 542.04902 0.003465 543.930526 \n", + "8 819.27482 0.010652 828.048024 \n", + "9 901.48198 0.032393 931.162192 \n", + "10 864.39066 0.060292 918.109255 \n", + "11 853.68431 0.086443 930.762698 \n", + "12 910.72353 0.108695 1015.294627 \n", + "13 916.67848 0.135092 1049.268689 \n", + "14 937.87568 0.160826 1101.517167 \n", + "15 947.03726 0.186808 1141.554925 \n", + "16 967.45605 0.212301 1196.278755 \n", + "17 966.98613 0.237479 1226.184828 \n", + "18 965.57341 0.260734 1253.200349 \n", + "19 961.49926 0.284510 1277.939243 \n", + "20 947.87483 0.309099 1291.192250 \n", + "21 924.77565 0.334057 1291.562943 \n", + "22 891.80190 0.364831 1284.436414 " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data.from_json(js)\n", + "print(data)\n", + "print(data.metadata.keys())\n", + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevaluedtypeunitdescriptionlabel
key
sdata_versionsdata_version0.10.1str
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
Test NameTest Name10mps(1)str
MaterialMaterialMed Mn Steelstr
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
Gauge LengthGauge Length20floatmm
Target Strain RateTarget Strain Rate500float1/s
OrientationOrientationRDstr
LicenseLicenseCreative Commons Lizenzstr-
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
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30.000150.006859-0.1401760.000403-9.351230.000403-9.355002
40.000200.0087490.5318800.00051552.447610.00051452.474598
50.000250.0174841.3370150.001028137.664270.001028137.805827
60.000300.0325352.4482430.001913272.664030.001912273.185770
70.000350.0590194.7205920.003471542.049020.003465543.930526
80.000400.1820788.0276410.010708819.274820.010652828.048024
90.000450.5598068.5832700.032924901.481980.032393931.162192
100.000501.0566807.4853290.062146864.390660.060292918.109255
110.000551.5351908.2904890.090289853.684310.086443930.762698
120.000601.9523408.2239290.114822910.723530.1086951015.294627
130.000652.4593708.7329490.144642916.678480.1350921049.268689
140.000702.9667308.5300020.174481937.875680.1608261101.517167
150.000753.4923808.8860130.205396947.037260.1868081141.554925
160.000804.0215808.9658590.236520967.456050.2123011196.278755
170.000854.5576408.9891390.268048966.986130.2374791226.184828
180.000905.0649108.9492490.297882965.573410.2607341253.200349
190.000955.5959008.9358960.329111961.499260.2845101277.939243
200.001006.1584708.8227880.362197947.874830.3090991291.192250
210.001056.7438208.5533020.396623924.775650.3340571291.562943
220.001107.4859808.2971530.440271891.801900.3648311284.436414
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namevaluedtypeunitdescriptionlabel
key
Gauge LengthGauge Length20floatmm
LicenseLicenseCreative Commons Lizenzstr-
MaterialMaterialMed Mn Steelstr
SourceSourcehttps://materialsdata.nist.gov/handle/11256/823str-
Target Strain RateTarget Strain Rate500float1/s
Test NameTest Name10mps(1)str
ThicknessThickness1.25floatmm
WidthWidth7.43floatmm
namenameMedMnSteel_10mps_1_RDstr-10mps(1)-RD
orientationorientationRDstr
sdata_datesdata_date2020-12-10T00:00:00+00:00str-
sdata_versionsdata_version0.10.1str
uuiduuid2b8fe212a41a30a4955f869cfdde046cstr-
TimeTimeNaNfloatsTime (s)
ExtensionExtensionNaNfloatmmExtension (mm)
LoadLoadNaNfloatkNLoad (kN)
Engineering StrainEngineering StrainNaNfloatEngineering Strain
Engineering StressEngineering StressNaNfloatMPaEngineering Stress (MPa)
True StrainTrue StrainNaNfloatTrue Strain
True StressTrue StressNaNfloatMPaTrue Stress (MPa)
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namevalueunitdtypedescriptionlabelrequiredontology
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.sclass.dataframe.DataFrame:DataFrame-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-29T11:22:12.291300+00:00-strUTC creation dateFalse
_sdata_name_sdata_namemy dataframe with metadata-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__my_project__df19da75fb625c189784b53d7...-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame__my_dataframe_with_metadata__c21bea2...-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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namevalueunitdtypedescriptionlabelrequiredontology
key
aafloat64mmstrLänge a$a$Truequdt:Length
bbobject-strFalse
ccint64-strFalse
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namevalueunitdtypedescriptionlabelrequiredontology
key
_sdata_class_sdata_classsdata.sclass.dataframe.DataFrame:DataFrame-strsdata classTrue
_sdata_ctime_sdata_ctime2025-09-29T11:22:12.291300+00:00-strUTC creation dateFalse
_sdata_name_sdata_namemy dataframe with metadata-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__my_project__df19da75fb625c189784b53d7...-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame__my_dataframe_with_metadata__c21bea2...-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.dataframe.DataFrame:DataFrame - \n", + "_sdata_ctime 2025-09-29T11:22:12.291300+00:00 - \n", + "_sdata_name my dataframe with metadata - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__my_project__df19da75fb625c189784b53d7... - \n", + "_sdata_sname DataFrame__my_dataframe_with_metadata__c21bea2... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf2 = sdata.sclass.DataFrame.from_parquet_bytes(parquet_bytes)\n", + "sdf2.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1947235b-5d90-4fde-88e9-8ead52d4ce1f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequiredontology
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aafloat64mmstrLänge a$a$Truequdt:Length
bbobject-strFalse
ccint64-strFalse
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.dataframe.DataFrame:DataFrame - \n", + "_sdata_ctime 2025-09-29T11:22:12.291300+00:00 - \n", + "_sdata_name my dataframe with metadata - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__my_project__df19da75fb625c189784b53d7... - \n", + "_sdata_sname DataFrame__my_dataframe_with_metadata__c21bea2... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf3 = sdata.sclass.DataFrame.from_parquet(filepath)\n", + "sdf3.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "66dbdc9c-382a-41c4-9694-34971e9baad1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name value unit dtype description label required ontology\n", + "key \n", + "a a float64 mm str Länge a $a$ True qudt:Length\n", + "b b object - str False \n", + "c c int64 - str False " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf3.cmdf" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "136b4a6e-a4cf-4f96-83dd-2b8c40b98b6a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.sclass.dataframe.DataFrame:DataFrame',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_ctime': {'name': '_sdata_ctime',\n", + " 'value': '2025-09-29T11:22:12.291300+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'UTC creation date',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'my dataframe with metadata',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': 'Project__my_project__df19da75fb625c189784b53d7618fab3',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'DataFrame__my_dataframe_with_metadata__c21bea2397d054d9863913c39debfe95',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_topology_class': {'name': '_sdata_topology_class',\n", + " 'value': 'sdata.sclass:IndependentContinuant',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata topology class name',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '1.0.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''}},\n", + " 'data': {'parquet_bytes': 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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.dataframe.DataFrame:DataFrame - \n", + "_sdata_ctime 2025-09-29T11:22:12.291300+00:00 - \n", + "_sdata_name my dataframe with metadata - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__my_project__df19da75fb625c189784b53d7... - \n", + "_sdata_sname DataFrame__my_dataframe_with_metadata__c21bea2... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(sdf.sname)\n", + "s2 = sdata.sclass.DataFrame.from_dict(sdf.to_dict())\n", + "print(s2.sname)\n", + "s2.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a5793b94-6869-4e1b-86d0-d796f3e0fe40", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name value unit dtype description label required ontology\n", + "key \n", + "a a float64 mm str Länge a $a$ True qudt:Length\n", + "b b object - str False \n", + "c c int64 - str False " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s2.cmdf" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f74a34ca-7b2e-4f81-8aab-57183cc97565", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.sclass.dataframe.DataFrame:DataFrame',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_ctime': {'name': '_sdata_ctime',\n", + " 'value': '2025-09-29T11:22:12.452870+00:00',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'UTC creation date',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'a',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'DataFrame__a__27e5a78dba124027a52aa1747d0847f5',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''},\n", + " '_sdata_topology_class': {'name': '_sdata_topology_class',\n", + " 'value': 'sdata.sclass:IndependentContinuant',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata topology class name',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '1.0.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True,\n", + " 'ontology': ''}},\n", + " 'data': {'parquet_bytes': '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',\n", + " 'column_metadata': {}},\n", + " 'description': ''}" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf0 = sdata.sclass.DataFrame(name=\"a\")\n", + "sdf0.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "6344e7a3-3521-47b4-bf67-07e84586f879", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<_io.BytesIO at 0x7b47e95ce340>" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdf.to_zip(filepath=f\"/tmp/{sdf.sname}.zip\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "af41b684-35df-4426-8f3f-874b8a72b90a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/DataFrame__my_dataframe_with_metadata__c21bea2397d054d9863913c39debfe95.zip'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "f\"/tmp/{sdf.sname}.zip\"" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "3bb7502c-9458-4c2a-b417-8f13ca913391", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_name_sdata_namemy dataframe with metadata-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_snameProject__my_project__df19da75fb625c189784b53d7...-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame__my_dataframe_with_metadata__c21bea2...-strsname of the data objectTrue
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.dataframe.DataFrame:DataFrame - \n", + "_sdata_ctime 2025-09-29T11:22:12.291300+00:00 - \n", + "_sdata_name my dataframe with metadata - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname Project__my_project__df19da75fb625c189784b53d7... - \n", + "_sdata_sname DataFrame__my_dataframe_with_metadata__c21bea2... - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label required \\\n", + "key \n", + "_sdata_class str sdata class True \n", + "_sdata_ctime str UTC creation date False \n", + "_sdata_name str name of the data object True \n", + "_sdata_parent_sname str sname of the parent False \n", + "_sdata_project_sname str sname of the project False \n", + "_sdata_sname str sname of the data object True \n", + "_sdata_topology_class str sdata topology class name False \n", + "_sdata_version str sdata package version True \n", + "\n", + " ontology \n", + "key \n", + "_sdata_class \n", + "_sdata_ctime \n", + "_sdata_name \n", + "_sdata_parent_sname \n", + "_sdata_project_sname \n", + "_sdata_sname \n", + "_sdata_topology_class \n", + "_sdata_version " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.DataFrame.from_zip(f\"/tmp/{sdf.sname}.zip\").mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "21758a85-97c6-4a8d-ac1d-b43c9f14288b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<_io.BytesIO at 0x7b47e95e0630>" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fr = sdata.sclass.FileReference.from_file(\"simple.png\")\n", + "fr.to_zip(f\"/tmp/{fr.sname}.zip\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "82235280-f345-4a87-b868-a7d0b94ead6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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_sdata_ctime_sdata_ctime2025-09-29T11:22:12.494214+00:00-strUTC creation dateFalse
_sdata_filectime_sdata_filectime2024-12-20 09:45:52.109289+00:00-strUTC file creation dateFalse
_sdata_filesize_sdata_filesize7962-intfile size in bytesFalse
_sdata_filetype_sdata_filetype.png-strfile suffixFalse
_sdata_name_sdata_namesimple.png-strbase name of the file without folderTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sha3_256_sdata_sha3_256ee017cc908c8966037afffb43f8769a0a2d47f554a756a...-strSHA-3-256False
_sdata_sname_sdata_snameFileReference__simple_png__c82e79549c7f53baa16...-strsname of the data objectTrue
_sdata_stem_sdata_stemsimple-strfile name without suffixFalse
_sdata_topology_class_sdata_topology_classsdata.sclass:IndependentContinuant-strsdata topology class nameFalse
_sdata_version_sdata_version1.0.0-strsdata package versionTrue
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_ctime _sdata_ctime \n", + "_sdata_filectime _sdata_filectime \n", + "_sdata_filesize _sdata_filesize \n", + "_sdata_filetype _sdata_filetype \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sha3_256 _sdata_sha3_256 \n", + "_sdata_sname _sdata_sname \n", + "_sdata_stem _sdata_stem \n", + "_sdata_topology_class _sdata_topology_class \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.sclass.filereference.FileReference:FileR... - \n", + "_sdata_ctime 2025-09-29T11:22:12.494214+00:00 - \n", + "_sdata_filectime 2024-12-20 09:45:52.109289+00:00 - \n", + "_sdata_filesize 7962 - \n", + "_sdata_filetype .png - \n", + "_sdata_name simple.png - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sha3_256 ee017cc908c8966037afffb43f8769a0a2d47f554a756a... - \n", + "_sdata_sname FileReference__simple_png__c82e79549c7f53baa16... - \n", + "_sdata_stem simple - \n", + "_sdata_topology_class sdata.sclass:IndependentContinuant - \n", + "_sdata_version 1.0.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_ctime str UTC creation date \n", + "_sdata_filectime str UTC file creation date \n", + "_sdata_filesize int file size in bytes \n", + "_sdata_filetype str file suffix \n", + "_sdata_name str base name of the file without folder \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sha3_256 str SHA-3-256 \n", + "_sdata_sname str sname of the data object \n", + "_sdata_stem str file name without suffix \n", + "_sdata_topology_class str sdata topology class name \n", + "_sdata_version str sdata package version \n", + "\n", + " required ontology \n", + "key \n", + "_sdata_class True \n", + "_sdata_ctime False \n", + "_sdata_filectime False \n", + "_sdata_filesize False \n", + "_sdata_filetype False \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sha3_256 False \n", + "_sdata_sname True \n", + "_sdata_stem False \n", + "_sdata_topology_class False \n", + "_sdata_version True " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fr.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b4a37b2-a53f-4df6-a6cd-e1c976c23d46", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/sdata_attributes.ipynb b/ipynb/sdata_attributes.ipynb new file mode 100644 index 0000000..422baed --- /dev/null +++ b/ipynb/sdata_attributes.ipynb @@ -0,0 +1,1714 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "03:02:45 INFO:Note: NumExpr detected 22 cores but \"NUMEXPR_MAX_THREADS\" not set, so enforcing safe limit of 16.\n", + "03:02:45 INFO:NumExpr defaulting to 16 threads.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Metadata'My first metadata':0)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.Metadata(name=\"My first metadata\")\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#help(m)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata.Attribute" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create a simple key-value-Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'otto1',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0815'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = 1\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "a = sdata.Attribute(\"otto1\", value, dtype=int, ontology=\"BFO0815\")\n", + "a.to_dict()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "list[str]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'ls',\n", + " 'value': ['1', 'a'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0816'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = [1, \"a\"]\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "b = sdata.Attribute(\"ls\", value, dtype=list, ontology=\"BFO0816\")\n", + "b.to_dict()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "create a full qualified Attribute" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "list[str]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'ls',\n", + " 'value': ['1', 'c'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "value = [1, \"c\"]\n", + "print(sdata.Attribute.guess_dtype(value))\n", + "b = sdata.Attribute(\"ls\", value, dtype=\"list\")\n", + "b.to_dict()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'force_x':1.2(float))" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fx = sdata.Attribute(\"force_x\", value=1.2, unit=\"kN\", dtype=\"float\", description=\"force in x-direction\")\n", + "fx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "add Attribute to metadata" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'float'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fx.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.Metadata(name=\"m1\")\n", + "m.add(fx)\n", + "m.add(a)\n", + "m.add(b)\n", + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'Load/Fy': (Attr'Fy':3.1(float)), 'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.add(\"Fy\", value=3.1, unit=\"N\", dtype=\"float\", description=\"force in y-direction\", prefix=\"Load/\")\n", + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + 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" + ], + "text/plain": [ + " name value unit dtype description label required \\\n", + "key \n", + "force_x force_x 1.2 kN float force in x-direction False \n", + "ls ls [1, c] - list False \n", + "otto1 otto1 1 - int False \n", + "\n", + " ontology \n", + "key \n", + "force_x \n", + "ls \n", + "otto1 BFO0815 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.Metadata.from_dict(mdict).df" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Attr'ls':['1', 'c'](list))" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Working with Attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = 1\n", + "m[\"b\"] = 2.1\n", + "m[\"o\"] = \"c\"\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for a in m:\n", + " print(a)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "[a.value for k, a in m]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"b\"].value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.pop(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\"a\" in m" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.get(\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"a\"] = a\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"force_y\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m[\"force_x\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.get(\"force_z\") # not available -> None" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx = m.get(\"force_x\")\n", + "my_fx" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fy = m.get(\"force_y\")\n", + "my_fy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fx))\n", + "print(\"The {0.name} is {0.value} {0.unit}.\".format(my_fy))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_fx.to_csv(prefix=\"#$\", sep=\";\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## working with Metadata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.values()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.items()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dataframe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### json IO" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(m.to_csv(filepath=None))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(m.to_csv_header(prefix=\"##\", sep=\"\\t\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "jsonfilepath = \"/tmp/m.json\"\n", + "print(m.to_json(filepath=jsonfilepath))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "json_str = \"\"\"{\"force_x\": {\"name\": \"force_x\", \"value\": 1.2, \"unit\": \"kN\", \"dtype\": \"float\", \"description\": \"force in x-direction\"}, \"force_y\": {\"name\": \"force_y\", \"value\": 3.1, \"unit\": \"N\", \"dtype\": \"float\", \"description\": \"force in y-direction\"}}\"\"\"\n", + "m_json = sdata.Metadata.from_json(json_str)\n", + "m_json.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m_jsonfile = sdata.Metadata.from_json(filepath=jsonfilepath)\n", + "m_jsonfile.df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### list IO" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m2 = sdata.Metadata.from_list([['force_x', 1.2, 'float', 'kN', 'force in x-direction'],\n", + " ['force_y', 3.1, 'float', 'N', 'force in y-direction'],[\"a\",2], [\"2\"]])\n", + "m2.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.loc[\"force_x\", \"value\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.loc[:, \"value\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "c=sdata.Attribute(\"a_bool\", True, dtype=\"bool\", description=\"a boolean\")\n", + "c.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_dict({\"a\":\"1\", \"b\":1.1})\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import datetime\n", + "datetime.datetime.now().strftime(\"%d.%m.%Y\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "l = m.to_list()\n", + "m.from_list(l)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df.values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pd.DataFrame.from_records(m.df.values.tolist())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame.from_records(m.df.values.tolist(), columns=m.df.columns)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df.to_clipboard()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pd.read_clipboard()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for x in [['force_x', 1.2, 'float', 'kN', 'force in x-direction'],\n", + " ['force_y', 3.1, 'float', 'N', 'force in y-direction']]:\n", + " print(x)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "md = m.from_dict({'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction'},\n", + " 'force_y': {'name': 'force_y',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'},\n", + " 'force_y': {'name': 'force_z',\n", + " 'value': 3.1,\n", + " 'description': 'force in y-direction'}})\n", + "md.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", 23, \"°C\", \"float\"],\n", + " [\"force F [kN]\", 1.23, \"kN\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.set_unit_from_name()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.user_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sdata_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m = sdata.Metadata.from_list([[\"a\",2], \n", + " [\"!sdata_name\", \"hallo\"], \n", + " [\"Temperature T [degC]\", \"23\", \"str\"],\n", + " [\"force F [kN]\", \"1.23\", \"str\"]\n", + " ])\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.guess_value_dtype()\n", + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "filepath = \"/tmp/metadata.csv\"\n", + "m.add(\"foo\", 123)\n", + "m.to_csv(filepath)\n", + "m5 = sdata.metadata.Metadata.from_csv(filepath)\n", + "print(\"m5\", m5.to_dict())\n", + "assert m.get_attr(\"foo\").name==m5.get_attr(\"foo\").name\n", + "assert m.get_attr(\"foo\").value==m5.get_attr(\"foo\").value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.sha3_256, m5.sha3_256" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m.df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = m5.df\n", + "df.fillna(\"\", inplace=True)\n", + "df.replace(\"nan\", \"\", inplace=True)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "m5.df.description.values[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Fy': {'name': 'Fy',\n", + " 'value': 3.1,\n", + " 'unit': 'N',\n", + " 'dtype': 'float',\n", + " 'description': 'force in y-direction',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'force_x': {'name': 'force_x',\n", + " 'value': 1.2,\n", + " 'unit': 'kN',\n", + " 'dtype': 'float',\n", + " 'description': 'force in x-direction',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'ls': {'name': 'ls',\n", + " 'value': ['1', 'c'],\n", + " 'unit': '-',\n", + " 'dtype': 'list',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': ''},\n", + " 'otto1': {'name': 'otto1',\n", + " 'value': 1,\n", + " 'unit': '-',\n", + " 'dtype': 'int',\n", + " 'description': '',\n", + " 'label': '',\n", + " 'required': False,\n", + " 'ontology': 'BFO0815'}}" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SortedDict({'Fy': (Attr'Fy':3.1(float)), 'force_x': (Attr'force_x':1.2(float)), 'ls': (Attr'ls':['1', 'c'](list)), 'otto1': (Attr'otto1':1(int))})" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.user_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Project__xyz__45164a9c108a4bc4aad77298ab3f5380)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID(class_name=\"Project\", name=\"xyz\", )" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Project__xyz__af5b3de7387f56c1ad8685f5c43fd7f2'" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_name(class_name=\"Project\", name=\"xyz\", ns_name=\"!\").sname" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/sdata_channels.ipynb b/ipynb/sdata_channels.ipynb new file mode 100644 index 0000000..d1955c7 --- /dev/null +++ b/ipynb/sdata_channels.ipynb @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# sdata usage" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.20.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import sdata.iolib.isomme\n", + "import uuid\n", + "print(\"sdata v{}\".format(sdata.__version__))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create a Data object" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'data2':38b26864e7794f5182d38459bab85841)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"data2\", \n", + " uuid=\"38b26864e7794f5182d38459bab85841\", \n", + " table=pd.DataFrame({\"a\":[1.1, 2, 3], \"b\":[3., 1., 4.]}))\n", + "data.metadata.add(\"my_key\", 123, unit=\"m^3\", description=\"a volume\", label=\"V\")\n", + "data.metadata.add(\"force\", 1.234, unit=\"kN\", description=\"x force\", label=\"F_x\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
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" + ], + "text/plain": [ + " a b\n", + "index \n", + "0 1.1 3.0\n", + "1 2.0 1.0\n", + "2 3.0 4.0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(a(a)|3), (b(b)|3)]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso = sdata.iolib.isomme.Isomme.from_sdata(data)\n", + "iso.channels" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso.export(exportpath=f\"/tmp/{iso.name}\", createall=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/sdata_image.png b/ipynb/sdata_image.png new file mode 100644 index 0000000..13ccef9 Binary files /dev/null and b/ipynb/sdata_image.png differ diff --git a/ipynb/sdata_io.png b/ipynb/sdata_io.png new file mode 100644 index 0000000..39b53a4 Binary files /dev/null and b/ipynb/sdata_io.png differ diff --git a/ipynb/sdata_process.ipynb b/ipynb/sdata_process.ipynb new file mode 100644 index 0000000..ae7b9cc --- /dev/null +++ b/ipynb/sdata_process.ipynb @@ -0,0 +1,2374 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 13, + "id": "27b4e2bc-cda0-4eff-ae13-900b540d3778", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:13:28 DEBUG:Loaded backend inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import sdata\n", + "import sdata.base\n", + "import sdata.sclass as api\n", + "from typing import List, Dict, Any" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "99117c83-0ad4-4488-acbd-b576f36ae164", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:13:32 DEBUG:Created Blob 'Blob@noname@a6544c538ff746f48f08c0c503756545'\n", + "11:13:32 DEBUG:Created Blob 'Blob@noname@a6544c538ff746f48f08c0c503756545' with content_type 'bytes' and filetype 'binary'\n" + ] + }, + { + "data": { + "text/plain": [ + "['_sdata_bfo_class',\n", + " '_sdata_class',\n", + " '_sdata_name',\n", + " '_sdata_parent_sname',\n", + " '_sdata_project_sname',\n", + " '_sdata_sname',\n", + " '_sdata_suuid',\n", + " '_sdata_version']" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.Blob().md.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ae56b938-0b84-4710-b745-204d9a413e77", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'Blob': 'sdata.sclass.blob:Blob',\n", + " 'Image': 'sdata.sclass.image:Image',\n", + " 'ProcessData': 'sdata.sclass.process:ProcessData',\n", + " 'ProcessNode': 'sdata.sclass.process:ProcessNode'}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.get_specs()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2f98ebac-3510-47bc-9847-88e6f39a9b35", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:12:07 DEBUG:Created Image 'Image@_1@7d8711a6a80b467d9a22b1e3f79c5ba5'\n" + ] + }, + { + "data": { + "text/plain": [ + "['_sdata_bfo_class',\n", + " '_sdata_class',\n", + " '_sdata_name',\n", + " '_sdata_parent_sname',\n", + " '_sdata_project_sname',\n", + " '_sdata_sname',\n", + " '_sdata_suuid',\n", + " '_sdata_version']" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "myimg = api.Image(url=\"1\")\n", + "myimg.md.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "694d191d-56e7-4326-9cf7-3310512c9f54", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:11:26 DEBUG:Created Image 'Image@sdata_image_png@9b7d4dc0c8514892baf197a136cbf562'\n", + "11:11:26 DEBUG:STREAM b'IHDR' 16 13\n", + "11:11:26 DEBUG:STREAM b'tEXt' 41 1490\n", + "11:11:26 DEBUG:STREAM b'IDAT' 1543 33638\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "myimg = api.Image.from_file(\"sdata_image.png\")\n", + "myimg" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "533236cb-0014-4949-a9f4-21f9667e186d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['_sdata_class',\n", + " '_sdata_name',\n", + " '_sdata_parent_sname',\n", + " '_sdata_project_sname',\n", + " '_sdata_sname',\n", + " '_sdata_suuid',\n", + " '_sdata_version']" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "myimg.md.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e7509dd6-41f1-46bd-82a4-67df60138b9f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:11:27 DEBUG:STREAM b'IHDR' 16 13\n", + "11:11:27 DEBUG:STREAM b'tEXt' 41 1490\n", + "11:11:27 DEBUG:STREAM b'IDAT' 1543 33638\n" + ] + }, + { + "data": { + "image/jpeg": 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bbNaNMPaintmy b value$b$True
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" + ], + "text/plain": [ + " name value unit dtype description label required\n", + "key \n", + "a a NaN - float my a value $a$ True\n", + "b b NaN MPa int my b value $b$ True" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.SpecificInput().udf" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b6e266b4-4e69-47f1-8f67-04e5fcffd90f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:11:12 DEBUG:registering 'DataFrame2' with 'sdata.dataframe:DataFrame2'\n" + ] + }, + { + "data": { + "text/plain": [ + "sdata.base.Base" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame2'\n", + "sdata_class = api.spec_to_class(sdata_spec, on_error=\"ignore\")\n", + "sdata_class" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ed3535e4-cfb8-495b-b856-09d89994c2b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe:DataFrame2'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "edf2c6d3-c14c-4db3-90f9-cc84aa6b010d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "05:11:16 DEBUG:registering 'DataFrame' with 'sdata.dataframe:DataFrame'\n", + "05:11:16 DEBUG:Created DataFrame 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39'\n", + "05:11:16 DEBUG:Created Blob 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39' with content_type 'bytes' and filetype 'parquet'\n", + "05:11:16 DEBUG:Created DataFrame 'DataFrame@noname@ce01be565a7d4f41984a48b94a9c2a39' with 0 columns\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "sdata_class = api.spec_to_class(sdata_spec)\n", + "d = sdata_class()\n", + "len(d.df)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7e57ff69-2aee-45ca-9364-a403a62f3218", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe:DataFrame2',\n", + " 'DataFrame': 'sdata.dataframe:DataFrame'}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "294868dc-144d-4e3f-b861-8f37439d07b5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'SUUID': 'sdata.suuid:SUUID',\n", + " 'Base': 'sdata.base:Base',\n", + " 'DataFrame2': 'sdata.dataframe',\n", + " 'DataFrame': 'sdata.dataframe:DataFrame'}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "api.register('DataFrame', 'sdata.dataframe:DataFrame')\n", + "api.exports()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "45e2ef36-8656-4c55-aabd-a8089c40e627", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe:DataFrame \n", + " False\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: []\n", + "Index: []" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "d = sdata.base.sclass_factory(\"DF\", sdata_spec, on_error=\"strict\")\n", + "d.df" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a497aa8e-b1d5-427f-901e-3929306fd134", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame2' with 'sdata.dataframe2'\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "sdata.base.class_factory Error No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m~/projects/sdata/sdata/base.py:406\u001b[0m, in \u001b[0;36msclass_factory\u001b[0;34m(class_name, sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[0m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 405\u001b[0m \u001b[38;5;66;03m#sdata.sclass.register(class_name, sdata_spec)\u001b[39;00m\n\u001b[0;32m--> 406\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n\u001b[1;32m 407\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[6], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m d \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39msclass_factory(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDF\u001b[39m\u001b[38;5;124m\"\u001b[39m, sdata_spec, on_error\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstrict\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 3\u001b[0m d\u001b[38;5;241m.\u001b[39mdf\n", + "File \u001b[0;32m~/projects/sdata/sdata/base.py:411\u001b[0m, in \u001b[0;36msclass_factory\u001b[0;34m(class_name, sdata_spec, on_error, sdata_attrs, **kwargs)\u001b[0m\n\u001b[1;32m 409\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m Base \u001b[38;5;66;03m# sdata_factory(class_name, sdata_class=Base.__class__, sdata_attrs=sdata_attrs, **kwargs)\u001b[39;00m\n\u001b[1;32m 410\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 411\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mModuleNotFoundError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.base.class_factory Error \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 413\u001b[0m \u001b[38;5;28mcls\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtype\u001b[39m(class_name, (sdata_class,), sdata_attrs)\n\u001b[1;32m 415\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39minit_kwargs: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: sdata.base.class_factory Error No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(\"DF\", sdata_spec, on_error=\"strict\")\n", + "d.df" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b8015e0f-b134-4630-ae18-3d350d427b26", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe:DataFrame \n", + " False\n", + "sdata.base:DataFrame\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.base:DataFrame-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame@noname@4095919c333c4de99970c9ab0906cc35-strsname of the data objectTrue
_sdata_suuid_sdata_suuidNDA5NTkxOWMzMzNjNGRlOTk5NzBjOWFiMDkwNmNjMzVEYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.base:DataFrame - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname DataFrame@noname@4095919c333c4de99970c9ab0906cc35 - \n", + "_sdata_suuid NDA5NTkxOWMzMzNjNGRlOTk5NzBjOWFiMDkwNmNjMzVEYX... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe:DataFrame'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"strict\")\n", + "print(d.metadata[\"_sdata_class\"].value)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "0aff204f-8d65-4ed9-8bb4-2b8eac8f5e35", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[autoreload of sdata.sclass failed: Traceback (most recent call last):\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/extensions/autoreload.py\", line 276, in check\n", + " superreload(m, reload, self.old_objects)\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/site-packages/IPython/extensions/autoreload.py\", line 475, in superreload\n", + " module = reload(module)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/home/ingolf.lepenies/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py\", line 131, in reload\n", + " _bootstrap._exec(spec, module)\n", + " File \"\", line 866, in _exec\n", + " File \"\", line 999, in exec_module\n", + " File \"\", line 488, in _call_with_frames_removed\n", + " File \"/home/ingolf.lepenies/projects/sdata/sdata/sclass/__init__.py\", line 42, in \n", + " on_error: Literal[\"ignore\", \"strict\"] = \"strict\",\n", + " ^^^^^^^\n", + "NameError: name 'Literal' is not defined\n", + "]\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[25], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 43\u001b[0m mod_name, class_name \u001b[38;5;241m=\u001b[39m spec\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m part \u001b[38;5;129;01min\u001b[39;00m class_name\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "sdata.sclass.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a843d7e-302a-426d-b60e-734b1904dcaa", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'sdata' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m d \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39msclass_factory(sdata_spec, on_error\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mNameError\u001b[0m: name 'sdata' is not defined" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "16bc46b7-d581-470c-9c74-99045f23d13f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.dataframe2:DataFrame2\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.dataframe2:DataFrame2-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameDataFrame2@noname@bd0fc8f61e8749509366d0518c78...-strsname of the data objectTrue
_sdata_suuid_sdata_suuidYmQwZmM4ZjYxZTg3NDk1MDkzNjZkMDUxOGM3ODUzZTJEYX...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.dataframe2:DataFrame2 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname DataFrame2@noname@bd0fc8f61e8749509366d0518c78... - \n", + "_sdata_suuid YmQwZmM4ZjYxZTg3NDk1MDkzNjZkMDUxOGM3ODUzZTJEYX... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame2'\n", + "d = sdata.base.sclass_factory(sdata_spec, on_error=\"ignore\")\n", + "print(d.metadata[\"_sdata_class\"].value)\n", + "print(d)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "62f5a134-3905-458c-bd73-5db2d0c83594", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " sdata.base.Material,\n", + " 'sdata.base:Material')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.blob import Blob\n", + "m = sdata.base.sdata_factory(\"Material\", Blob)\n", + "m, m.__class__, m.get_sdata_spec()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "164b2398-1c0b-445f-9b8d-94554bef2b18", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'Base' with 'sdata.base'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata.base:Base \n", + " True\n" + ] + }, + { + "data": { + "text/plain": [ + "(, sdata.base.Base)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sdata.blob import Blob\n", + "m = sdata.base.sclass_factory(\"Material\")\n", + "m, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bac32801-6fd4-4bf2-aac6-46cc0fab26c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, sdata.base.Material)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = sdata.base.sdata_factory(\"Material\")\n", + "m, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e09e4324-5197-48e8-83e1-7fcd6328ed7c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(, sdata.base.Base)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m2 = sdata.base.sdata_factory(\"Material2\", m.__class__)\n", + "m2, m.__class__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "286bf464-c2ca-4491-8143-6e11b9a03582", + "metadata": {}, + "outputs": [], + "source": [ + "m.spe" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a4bd3fe5-9b82-4589-8610-77b52c65b52e", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:root:registering 'DataFrame' with 'sdata.dataframe2'\n" + ] + }, + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'sdata.dataframe2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[18], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.dataframe2:DataFrame\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39msclass\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:45\u001b[0m, in \u001b[0;36mspec_to_class\u001b[0;34m(spec)\u001b[0m\n\u001b[1;32m 43\u001b[0m mod_name, class_name \u001b[38;5;241m=\u001b[39m spec\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 44\u001b[0m register(class_name, mod_name)\n\u001b[0;32m---> 45\u001b[0m mod \u001b[38;5;241m=\u001b[39m import_module(mod_name)\n\u001b[1;32m 46\u001b[0m obj \u001b[38;5;241m=\u001b[39m mod\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m part \u001b[38;5;129;01min\u001b[39;00m class_name\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n", + "File \u001b[0;32m~/miniconda312/envs/jup312/lib/python3.12/importlib/__init__.py:90\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 88\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 89\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 90\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _bootstrap\u001b[38;5;241m.\u001b[39m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1387\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1360\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1324\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sdata.dataframe2'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.dataframe2:DataFrame'\n", + "sdata_class = sdata.sclass.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "50274cf0-78ef-4247-96f8-dd293533a0a7", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'sdata.base' has no attribute 'spec_to_class'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[17], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.blob:Blob\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'sdata.base' has no attribute 'spec_to_class'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.blob:Blob'\n", + "sdata_class = sdata.base.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e7e965bb-8ef6-4063-9a43-07eca3d4506d", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'sdata.base' has no attribute 'spec_to_class'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m sdata_spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124msdata.blob2:Blob2\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sdata_class \u001b[38;5;241m=\u001b[39m sdata\u001b[38;5;241m.\u001b[39mbase\u001b[38;5;241m.\u001b[39mspec_to_class(sdata_spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'sdata.base' has no attribute 'spec_to_class'" + ] + } + ], + "source": [ + "sdata_spec = 'sdata.blob2:Blob2'\n", + "sdata_class = sdata.base.spec_to_class(sdata_spec)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "0deb01cc-f77e-4926-8cae-93ed6618388f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Base',\n", + " 'LazyRegistry',\n", + " 'SUUID',\n", + " '__all__',\n", + " '__builtins__',\n", + " '__cached__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__file__',\n", + " '__getattr__',\n", + " '__loader__',\n", + " '__name__',\n", + " '__package__',\n", + " '__path__',\n", + " '__spec__',\n", + " '_registry',\n", + " 'exports',\n", + " 'from_json',\n", + " 'lazy_namespace',\n", + " 'register',\n", + " 'register_many',\n", + " 'to_json']" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "916fd40d-039a-4856-8b3b-50ece0f57274", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bdict = {'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob2:Blob2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob2@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}\n", + "b0 = api.Base.from_dict(bdict)\n", + "b0" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "fb8de835-1156-4392-80f3-0c50d8e645f8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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namevalueunitdtypedescriptionlabelrequired
key
_sdata_class_sdata_classsdata.blob2:Blob2-strsdata classTrue
_sdata_name_sdata_namenoname-strname of the data objectTrue
_sdata_parent_sname_sdata_parent_sname-strsname of the parentFalse
_sdata_project_sname_sdata_project_sname-strsname of the projectFalse
_sdata_sname_sdata_snameBlob2@noname@df4c53a9278945ba905e1cb218ee2afc-strsname of the data objectTrue
_sdata_suuid_sdata_suuidZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG...-strSuper Universally Unique IdentifierTrue
_sdata_version_sdata_version0.26.0-strsdata package versionTrue
\n", + "
" + ], + "text/plain": [ + " name \\\n", + "key \n", + "_sdata_class _sdata_class \n", + "_sdata_name _sdata_name \n", + "_sdata_parent_sname _sdata_parent_sname \n", + "_sdata_project_sname _sdata_project_sname \n", + "_sdata_sname _sdata_sname \n", + "_sdata_suuid _sdata_suuid \n", + "_sdata_version _sdata_version \n", + "\n", + " value unit \\\n", + "key \n", + "_sdata_class sdata.blob2:Blob2 - \n", + "_sdata_name noname - \n", + "_sdata_parent_sname - \n", + "_sdata_project_sname - \n", + "_sdata_sname Blob2@noname@df4c53a9278945ba905e1cb218ee2afc - \n", + "_sdata_suuid ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG... - \n", + "_sdata_version 0.26.0 - \n", + "\n", + " dtype description label \\\n", + "key \n", + "_sdata_class str sdata class \n", + "_sdata_name str name of the data object \n", + "_sdata_parent_sname str sname of the parent \n", + "_sdata_project_sname str sname of the project \n", + "_sdata_sname str sname of the data object \n", + "_sdata_suuid str Super Universally Unique Identifier \n", + "_sdata_version str sdata package version \n", + "\n", + " required \n", + "key \n", + "_sdata_class True \n", + "_sdata_name True \n", + "_sdata_parent_sname False \n", + "_sdata_project_sname False \n", + "_sdata_sname True \n", + "_sdata_suuid True \n", + "_sdata_version True " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.blob:DataFrame2'\n", + "sdata_class = api.spec_to_class(sdata_spec, on_error=\"ignore\")\n", + "b1 = sdata_class.from_dict(bdict)\n", + "print(type(b1))\n", + "b1.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "fe1c6a8c-8db6-436c-9ea2-50a656e66769", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.dataframe:HAllo'" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata_spec = 'sdata.base:Base'\n", + "api.make_module_alias(d, \"HAllo\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e7851010-cc8f-45ee-8f73-db8ab14e4dc3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob2:Blob2',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob2@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b1.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "3c9a258a-b216-4276-97f4-8719ebcd8d17", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Base'" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = api.Base()\n", + "b.class_name" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "5b11d90f-341f-4d90-ba0d-d4ac74ae45cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "no lazy import for 'Data'\n" + ] + } + ], + "source": [ + "try:\n", + " d = api.Data()\n", + " print(d)\n", + "except Exception as e:\n", + " print(e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b1bc4ea2-1cd9-4ce3-8257-e6bacb55eef5", + "metadata": {}, + "outputs": [], + "source": [ + "api.register_many({\n", + " \"Data\": \"sdata.data:Data\",\n", + " \"Blob\": \"sdata.blob:Blob\"\n", + " #\"Order\": \"app.models.order:Order\",\n", + "})" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "bcb1d926-fb76-49ca-b19d-0424c75703a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Base',\n", + " 'Blob',\n", + " 'Data',\n", + " 'LazyRegistry',\n", + " 'SUUID',\n", + " '__all__',\n", + " '__builtins__',\n", + " '__cached__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__file__',\n", + " '__getattr__',\n", + " '__loader__',\n", + " '__name__',\n", + " '__package__',\n", + " '__path__',\n", + " '__spec__',\n", + " '_registry',\n", + " 'exports',\n", + " 'from_json',\n", + " 'lazy_namespace',\n", + " 'register',\n", + " 'register_many',\n", + " 'to_json']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8979eeef-de2d-4425-aa63-c5643c1b6812", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'metadata': {'_sdata_class': {'name': '_sdata_class',\n", + " 'value': 'sdata.blob:Blob',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata class',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_name': {'name': '_sdata_name',\n", + " 'value': 'noname',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'name of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_parent_sname': {'name': '_sdata_parent_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the parent',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_project_sname': {'name': '_sdata_project_sname',\n", + " 'value': '',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the project',\n", + " 'label': '',\n", + " 'required': False},\n", + " '_sdata_sname': {'name': '_sdata_sname',\n", + " 'value': 'Blob@noname@df4c53a9278945ba905e1cb218ee2afc',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sname of the data object',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_suuid': {'name': '_sdata_suuid',\n", + " 'value': 'ZGY0YzUzYTkyNzg5NDViYTkwNWUxY2IyMThlZTJhZmNCbG9iQG5vbmFtZQ==',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'Super Universally Unique Identifier',\n", + " 'label': '',\n", + " 'required': True},\n", + " '_sdata_version': {'name': '_sdata_version',\n", + " 'value': '0.26.0',\n", + " 'unit': '-',\n", + " 'dtype': 'str',\n", + " 'description': 'sdata package version',\n", + " 'label': '',\n", + " 'required': True}},\n", + " 'data': {'content': {'type': 'bytes', 'filetype': 'binary', 'value': None}},\n", + " 'description': ''}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = api.Blob()\n", + "b.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "0696d68a-a9a3-4db8-b1bd-383aadd7005c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.blob:Blob'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b.class_to_spec()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "cc3ae4fe-f1e0-4631-9242-b9f2704f8915", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'sdata.blob:Blob'" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.base.obj_to_spec(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "81e1afbe-77d1-4ccc-8e6c-a9e2161e5b00", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.base.spec_to_class('sdata.blob:Blob')(name=\"abc\", ns_name=\"a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9f9a1836-ad9d-4b3c-b0d1-cfed0ba8de9a", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "register2", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 6\u001b[0m\n\u001b[1;32m 1\u001b[0m export_defs2 \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m# 'SUUID': \"sdata.suuid:SUUID\",\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mData\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.data:Data\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# 'clsattr': \"_mypkg.othermodule:Class2.attr\",\u001b[39;00m\n\u001b[1;32m 5\u001b[0m }\n\u001b[0;32m----> 6\u001b[0m api\u001b[38;5;241m.\u001b[39mregister2(export_defs2)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28mdir\u001b[39m(api)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/lazy_namespace.py:57\u001b[0m, in \u001b[0;36mLazyRegistry.attach.._lazy_getattr\u001b[0;34m(name)\u001b[0m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_lazy_getattr\u001b[39m(name: \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Any:\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# Fallback auf normales Attribut\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exports:\n\u001b[0;32m---> 57\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(name)\n\u001b[1;32m 58\u001b[0m spec \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exports[name]\n\u001b[1;32m 59\u001b[0m mod_name, qual \u001b[38;5;241m=\u001b[39m _split_spec(spec)\n", + "\u001b[0;31mAttributeError\u001b[0m: register2" + ] + } + ], + "source": [ + "export_defs2 = {\n", + " # 'SUUID': \"sdata.suuid:SUUID\",\n", + " 'Data': \"sdata.data:Data\",\n", + " # 'clsattr': \"_mypkg.othermodule:Class2.attr\",\n", + "}\n", + "api.register2(export_defs2)\n", + "dir(api)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d86ec6cd-9896-445c-b836-af018a482821", + "metadata": {}, + "outputs": [ + { + "ename": "ImportError", + "evalue": "cannot import name 'sd' from 'api' (unknown location)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[8], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mapi\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m sd\n", + "\u001b[0;31mImportError\u001b[0m: cannot import name 'sd' from 'api' (unknown location)" + ] + } + ], + "source": [ + "from api import sd" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e3540e8d-e7cb-455b-a9dc-3c473e30ec0e", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Modul ist kein apipkg.ApiModule – initialisiere es zuerst.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[4], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m sclass_dict \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mProcessData\u001b[39m\u001b[38;5;124m'\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msdata.sclass.process:ProcessData\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 3\u001b[0m }\n\u001b[0;32m----> 4\u001b[0m api\u001b[38;5;241m.\u001b[39mregister(sclass_dict)\n", + "File \u001b[0;32m~/projects/sdata/sdata/sclass/__init__.py:22\u001b[0m, in \u001b[0;36mregister\u001b[0;34m(d)\u001b[0m\n\u001b[1;32m 20\u001b[0m current_module \u001b[38;5;241m=\u001b[39m sys\u001b[38;5;241m.\u001b[39mmodules[\u001b[38;5;18m__name__\u001b[39m]\n\u001b[1;32m 21\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(current_module, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__apidefs__\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m---> 22\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mModul ist kein apipkg.ApiModule – initialisiere es zuerst.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 24\u001b[0m \u001b[38;5;66;03m# Erweitere das bestehende __apidefs__-Dict\u001b[39;00m\n\u001b[1;32m 25\u001b[0m current_module\u001b[38;5;241m.\u001b[39m__apidefs__\u001b[38;5;241m.\u001b[39mupdate(d)\n", + "\u001b[0;31mValueError\u001b[0m: Modul ist kein apipkg.ApiModule – initialisiere es zuerst." + ] + } + ], + "source": [ + "sclass_dict = {\n", + " 'ProcessData': \"sdata.sclass.process:ProcessData\",\n", + "}\n", + "api.register(sclass_dict)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b669d97b-19b9-4315-adea-94b1ab3e2744", + "metadata": {}, + "outputs": [], + "source": [ + "sdata.__apidefs__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ece837e-dee6-4dc6-b86a-c9ff6c81cfde", + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.process import ProcessData, ProcessNode\n", + "\n", + "# Beispiel: Spezifische Subklassen\n", + "class SpecificInput(ProcessData):\n", + " def __init__(self, **kwargs):\n", + " kwargs['default_attributes'] = [{\"name\":\"a\", \"value\": None, \"dtype\":float, \"label\":\"an a\", \"required\":True},\n", + " {\"name\": \"b\", \"value\": None, \"dtype\": int, \"label\": \"an b\", \"required\":True},\n", + " ]\n", + " super().__init__(**kwargs)\n", + "\n", + "class SpecificOutput(ProcessData):\n", + " pass\n", + "\n", + "class SpecificProcessNode(ProcessNode):\n", + " required_inputs = [SpecificInput] # Definiert benötigte Inputs\n", + " required_outputs = [SpecificOutput] # Definiert erzeugte Outputs\n", + "\n", + " def run(self) -> Dict[str, ProcessData]:\n", + " # Beispiel-Verarbeitung: Erzeuge Output basierend auf Inputs\n", + " self.validate_inputs() # Validation vor Run\n", + "\n", + " # Simuliere Verarbeitung\n", + " processed_data = {k: v.metadata.to_dict() for k, v in self.inputs.items()} # Assuming to_dict() exists\n", + " output = SpecificOutput(name=\"Output1\", metadata={\"processed\": processed_data})\n", + " self.outputs[\"output1\"] = output\n", + " return self.outputs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "42396cb3-d3a9-4490-8315-8b2aae2d0601", + "metadata": {}, + "outputs": [], + "source": [ + "api.Base(class_name=\"hallo\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99ddd4c8-5a59-46e9-a7a0-5d8f4a882bc6", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "input_a = SpecificInput(name=\"input\", attributes=[{\"name\": \"a\", \"value\": 1.2},\n", + " {\"name\": \"b\", \"value\": 3}])\n", + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\", metadata={\"data\": \"value\"})}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "edd02d58-01b1-4d84-a963-623a3f6cbdaf", + "metadata": {}, + "outputs": [], + "source": [ + "print(node.outputs)\n", + "node.outputs['output1'].mdf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "faaf7d7c-5c13-419c-bf27-cf06edaf721c", + "metadata": {}, + "outputs": [], + "source": [ + "# Gültiger Knoten\n", + "node = SpecificProcessNode(\n", + " name=\"MyNode\",\n", + " inputs={\"input1\": input_a}\n", + ")\n", + "try:\n", + " node.validate_inputs() # Erfolgreich\n", + " outputs = node.run() # Erzeugt Outputs\n", + " print(\"Valid node ran successfully.\")\n", + "except ValueError as e:\n", + " print(f\"Valid node error: {e}\")\n", + "node" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2e35848f-94eb-4c5e-99a4-41f7e01bc8c3", + "metadata": {}, + "outputs": [], + "source": [ + "# Ungültiger Knoten (fehlender Input)\n", + "invalid_node = SpecificProcessNode(name=\"InvalidNode\", inputs={})\n", + "try:\n", + " invalid_node.validate_inputs() # ValueError: Fehlender erforderlicher Input: SpecificInput\n", + "except ValueError as e:\n", + " print(f\"Invalid node error (expected): {e}\")\n", + "\n", + "# Unvollständiger Input\n", + "incomplete_node = SpecificProcessNode(\n", + " name=\"IncompleteNode\",\n", + " inputs={\"input1\": SpecificInput(name=\"Input1\")} # Keine Metadaten, defaults with None\n", + ")\n", + "try:\n", + " incomplete_node.validate_inputs() # ValueError: Input 'input1' (Input1) ist nicht vollständig.\n", + "except ValueError as e:\n", + " print(f\"Incomplete node error (expected): {e}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cf67680-b4c9-4150-a341-9740290a738f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/sdata_vault.ipynb b/ipynb/sdata_vault.ipynb new file mode 100644 index 0000000..7213e6a --- /dev/null +++ b/ipynb/sdata_vault.ipynb @@ -0,0 +1,2065 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:35:24 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import shutil\n", + "shutil.rmtree(\"/tmp/sdatavault\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:09:07 INFO:create/open vault /tmp/sdatavault\n" + ] + }, + { + "data": { + "text/html": [ + "
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21b83703d98e38a7be2e50e38326d0ceData2021-01-17T22:40:28.025162+00:002021-01-17T22:40:28.025318+00:00ottoP121b83703d98e38a7be2e50e38326d0ce0.17.0
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!sdata_mtime!sdata_mtime2021-01-17T22:40:28.025318+00:00str-modification dateFalse
!sdata_name!sdata_nameottostr-name of the data objectFalse
!sdata_parent!sdata_parentstr-uuid of the parent sdata objectFalse
!sdata_project!sdata_projectP1str-False
!sdata_uuid!sdata_uuid21b83703d98e38a7be2e50e38326d0cestr-Universally Unique IdentifierFalse
!sdata_version!sdata_version0.17.0str-sdata package versionFalse
aa1int-False
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key!sdata_class!sdata_ctime!sdata_mtime!sdata_name!sdata_parent!sdata_project!sdata_uuid!sdata_versiona
valueData2021-01-17T22:40:28.025162+00:002021-01-17T22:40:28.025318+00:00ottoP121b83703d98e38a7be2e50e38326d0ce0.17.01
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" + ], + "text/plain": [ + " name value dtype unit \\\n", + "key \n", + "!sdata_class !sdata_class Data str - \n", + "!sdata_ctime !sdata_ctime 2021-01-17T22:40:28.025162+00:00 str - \n", + "!sdata_mtime !sdata_mtime 2021-01-17T22:40:28.025318+00:00 str - \n", + "!sdata_name !sdata_name otto str - \n", + "!sdata_parent !sdata_parent str - \n", + "!sdata_project !sdata_project P1 str - \n", + "!sdata_uuid !sdata_uuid 21b83703d98e38a7be2e50e38326d0ce str - \n", + "!sdata_version !sdata_version 0.17.0 str - \n", + "a a 1 int - \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False \n", + "a False " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.df" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data 'otto2':b8315be85d9945579cf8dc6a80a62524)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "datac = data.copy()\n", + "datac.name = \"otto2\"\n", + "datac.uuid = 'b8315be85d9945579cf8dc6a80a62524'\n", + "datac.df[\"b\"] = datac.df[\"a\"]**2\n", + "datac.df\n", + "datac.metadata.add(\"force\", 1.23, dtype=\"float\", description=\"a force\", label=\"F\")\n", + "datac.metadata.add(\"runid\", 123, dtype=\"int\", description=\"a int\", label=\"r\")\n", + "datac" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'va' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mdata2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mva\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data_by_uuid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'b8315be85d9945579cf8dc6a80a62524'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmetadata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescription\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mdata2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescribe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'va' is not defined" + ] + } + ], + "source": [ + "data2 = va.get_data_by_uuid('b8315be85d9945579cf8dc6a80a62524')\n", + "print(data2)\n", + "data2.metadata.df\n", + "print([data2.description])\n", + "(data2.describe())" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2.6.0'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sqlite3\n", + "sqlite3.version\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3.7.4 (default, Aug 13 2019, 20:35:49) \\n[GCC 7.3.0]'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sys\n", + "sys.version" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/sdata_vault_graph_class.ipynb b/ipynb/sdata_vault_graph_class.ipynb new file mode 100644 index 0000000..58adc06 --- /dev/null +++ b/ipynb/sdata_vault_graph_class.ipynb @@ -0,0 +1,728 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:48 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph_db import Database" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultgraphclass/\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath, ignore_errors=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:48 INFO:create/open vault '/tmp/sdatavaultgraphclass'\n", + "11:30:48 INFO:create/open vaultindex '/tmp/sdatavaultgraphclass/vaultindex.sqlite'\n", + "11:30:48 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "vault = FileSystemVault(vaultrootpath)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(FileSystemVault:/tmp/sdatavaultgraphclass)" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:30:52 DEBUG:make copy of 21b83703d98e38a7be2e50e38326d0ce -> a9463daf7b3f4742934b213a38261bda\n" + ] + }, + { + "data": { + "text/plain": [ + "((Data 'otto':21b83703d98e38a7be2e50e38326d0ce),\n", + " (Data 'otto':2689e23926874382b10b95e0f1cd90eb),\n", + " (Data 'karl':df26fe1945b93a149ee710e8fa887b2e))" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = sdata.Data(name=\"otto\", \n", + " uuid=sdata.uuid_from_str(\"otto\"), \n", + " table=pd.DataFrame({\"a\":[1,2,3]}),\n", + " description=\"Hallo\\nSpencer\",\n", + " project=\"P1\")\n", + "data.metadata.add(\"a\", 1)\n", + "datac = data.copy()\n", + "datac.uuid = '2689e23926874382b10b95e0f1cd90eb'\n", + "data2 = sdata.Data(name=\"karl\", \n", + " uuid=sdata.uuid_from_str(\"karl\"))\n", + "data, datac, data2" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:55 INFO:dump blob /tmp/sdatavaultgraphclass/objects/26/eb/\n", + "11:25:55 INFO:NumExpr defaulting to 8 threads.\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: PerformanceWarning: \n", + "your performance may suffer as PyTables will pickle object types that it cannot\n", + "map directly to c-types [inferred_type->mixed-integer,key->block0_values] [items->Index(['name', 'value', 'dtype', 'unit', 'description', 'label'], dtype='object')]\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n", + "11:25:55 DEBUG:add '2689e23926874382b10b95e0f1cd90eb' to vault index\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(datac)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 INFO:dump blob /tmp/sdatavaultgraphclass/objects/df/2e/\n", + "11:25:56 DEBUG:add 'df26fe1945b93a149ee710e8fa887b2e' to vault index\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(data2)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 INFO:dump blob /tmp/sdatavaultgraphclass/objects/21/ce/\n", + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: PerformanceWarning: \n", + "your performance may suffer as PyTables will pickle object types that it cannot\n", + "map directly to c-types [inferred_type->mixed-integer,key->block0_values] [items->Index(['name', 'value', 'dtype', 'unit', 'description', 'label'], dtype='object')]\n", + "\n", + " \"\"\"Entry point for launching an IPython kernel.\n", + "11:25:56 DEBUG:add '21b83703d98e38a7be2e50e38326d0ce' to vault index\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_blob(data)\n", + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb',\n", + " '21b83703d98e38a7be2e50e38326d0ce',\n", + " 'df26fe1945b93a149ee710e8fa887b2e']" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.get_all_node_ids()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('21b83703d98e38a7be2e50e38326d0ce',\n", + " '2689e23926874382b10b95e0f1cd90eb',\n", + " '{\"con_type\":\"parent\"}')]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.get_all_edges()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "! digraph {\n", + "\"2689e23926874382b10b95e0f1cd90eb\" [label=\"sdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.562774+00:00\\nsdata_mtime 2021-01-18T23:25:55.564437+00:00\\nsdata_name otto\\nsdata_parent 21b83703d98e38a7be2e50e38326d0ce\\nsdata_project P1\\nsdata_uuid 2689e23926874382b10b95e0f1cd90eb\\nsdata_version 0.17.0\"];\n", + "\"21b83703d98e38a7be2e50e38326d0ce\" [label=\"sdata_uuid 21b83703d98e38a7be2e50e38326d0ce\\nsdata_name otto\\nsdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.562774+00:00\\nsdata_mtime 2021-01-18T23:25:55.562965+00:00\\nsdata_parent \\nsdata_project P1\\nsdata_version 0.17.0\"];\n", + "\"21b83703d98e38a7be2e50e38326d0ce\" -> \"2689e23926874382b10b95e0f1cd90eb\" [label=\"\"];\n", + "\"df26fe1945b93a149ee710e8fa887b2e\" [label=\"sdata_class Data\\nsdata_ctime 2021-01-18T23:25:55.565163+00:00\\nsdata_mtime 2021-01-18T23:25:55.565292+00:00\\nsdata_name karl\\nsdata_parent \\nsdata_project \\nsdata_uuid df26fe1945b93a149ee710e8fa887b2e\\nsdata_version 0.17.0\"];\n", + "}\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "print(\"!\", dot_str)\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n" + ] + } + ], + "source": [ + "vault.index.drop_db()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.db.find_neighbors(data.uuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAsAAAALCAYAAACprHcmAAAABmJLR0QA/wD/AP+gvaeTAAAAJ0lEQVQYlWP8////fwbiwGomIhUyMDAwMIwqpo9iFgYGhtVEqj0BAAvPBjJ63HJVAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dot_str = vault.index.db.get_dot(path=vault.index.db.get_all_node_ids())\n", + "draw(dot_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "11:25:56 DEBUG:initialize db /tmp/sdatavaultgraphclass/vaultindex.sqlite\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/26/eb/\n", + "11:25:56 DEBUG:add '2689e23926874382b10b95e0f1cd90eb' to vault index\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/21/ce/\n", + "11:25:56 DEBUG:add '21b83703d98e38a7be2e50e38326d0ce' to vault index\n", + "11:25:56 INFO:get blob metadata /tmp/sdatavaultgraphclass/objects/df/2e/\n", + "11:25:56 DEBUG:add 'df26fe1945b93a149ee710e8fa887b2e' to vault index\n" + ] + }, + { + "data": { + "image/png": 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x5MgRdO/eHXPmzMHTTz8t30ohLJbUP0IIISoi9U+1kkme6hAVFYWwsDBs3boVzZs3x8yZM/HSSy/B0dHR3KkJIYSopc6cOYNVq1Zh27Zt8PX1xSuvvIJXXnkFbm5u5k5NCFWk/hFCCGEqqX+qnEzyVBWtVot9+/bh448/xuHDh9G1a1e8/vrrePbZZ2U2UgghhGpxcXEICwvD559/jgYNGmDy5Ml488030bRpU3OnJkQ5Uv8IIYSoClL/VJkzVubOwNKVlJTgm2++QadOnTBy5EjY29vj6NGjiIqKwsSJE6XAEUIIYZJWrVph9erVuHr1KmbNmoVt27bhwQcfxLRp03D9+nVzpycEAKl/hBBCVC2pf6qOvJOnkrRaLbZv344lS5bg0qVLGD9+PObOnQs/Pz9zpyaEEKIOycvLwxdffIH3338fycnJeOmllzBv3jx5ZUuYhdQ/QgghaoLUP5Um7+QxlVarxU8//YTu3bvjueeeQ0BAAGJiYvDVV19JgSOEEKLKOTg44NVXX8Xly5exYcMG7N+/H61bt8bUqVORmJho7vREPSH1jxBCiJok9U/lySSPSiTx008/oUePHhg1ahTatm2LmJgY7Ny5E+3btzd3ekIIIeo4GxsbTJw4ERcuXMAnn3yiU+zcuHHD3OmJOkrqHyGEEOYk9Y/pZJJHhe+//x6BgYEYNWoU2rdvj/Pnz2Pnzp3o0KGDuVPT68qVK1i4cCF8fHxw9epVc6dTJdLT0+Hr64vly5cbXKcmt/u///0vXnrpJbRq1apa+6kN6uLxZKr6tL/rkrp67Nra2uLll1/GpUuXsHLlSuzduxdt27bFrFmzcOvWLXOnJ+oQS6t/RP1gKX/b8/LysGXLFgQHB2PRokXmTkcIiyf1jwkoDIqMjGS/fv2o0Wj4zDPP8Pz58+ZOSZURI0bQ1taWABgXF6e63SeffMKMjIzqS+w+pKWl0cfHh8uXLze4jtrtzs/P51tvvcWWLVvS0dGR/v7+XLt2LbVarc56SUlJXLNmDR955BFOmzZNWV5SUkIfHx9qNBp6eHgYzf1///d/2bVrVzo5ObFJkyYcP3484+Pjddb57rvv6OfnRycnJ/bq1YsnTpzQefyXX34hAL0/K1euVNZLTk7mM888QxcXFzZv3pyffvppuXyM9VWWoXE9dOgQe/bsSXt7ezZv3pzLli0rN4Zqtt0YNfnebz8Vje8HH3xg0v6uiNpjT41Fixbp5Gltbc3k5GTlcTXHgjFVNfbG4pg6Lrdv32ZoaCh79OhBJycnLly4UO96ho7dqhib2iQ3N5dhYWFs0qQJ3dzc+P777zMvL8/caQkLZqn1j6gfLKXO3bp1Kxs1akQABs9T1enpp58uV9NoNBra29vT19eXjz76KFesWME7d+6YHLs2XzOI+kPqH4OiZJJHj/j4eD733HPUaDTs3bs3jx8/bu6UTPbOO++YdPLLyclh69atLf4PtprtnjZtGjdv3szbt28zPj6ekydPJgDOmTNHZ73JkyczICCAADh16tRycR577DGjF/3bt29nw4YNuW/fPubm5jIhIYFjxoxh+/btlQvY8PBwhoaGMisri+fPn2fPnj3p7Oysc8H+/PPP652A0Gg0TEhIIElmZWWxbdu2HDlyJNPS0hgZGcmGDRsyNDRUiaOmLzXj+uuvv9LR0ZE7duxgVlYWv/rqK1pbW3P69OkmbbsxavKtin7UjK+a/W2M2mPPmKysLLq7u+vkOmLECJ3HjR0LxlTV2KuJY8q4/Pbbb2zWrBnbtWvHdevW8dKlSywqKjK4HWWP3aoYm9oqJyeHoaGhdHFxoa+vL9evX8+SkhJzpyUsSF2of0T9YCl1bnx8vNkmeUr7d3V1pZubG2NiYnjnzh3evn2b4eHhfOqppwiALVq0YHR0tOqYdeWaQdQdUv+UI5M898rIyODcuXNpb2/Pdu3acefOneZOqdLWrFlj0slv4sSJBGDxf7CNbXdKSgq3bNmis6ykpIQdO3akt7d3ufWLi4tpZ2end5Ln+eefN3rRP27cOA4cOFBn2fHjx6nRaJiZmUmSDAsL03l87969BMAjR46QvPsuh0cffZR//vmnzsVsdna2zoX97NmzaWNjw1u3binLFi9eTBsbG2U8jPVlSNlxDQwM5IsvvqizzvTp0wmAp0+fVr3txqjJ9377UTu+avZ3RUw99ioSGhrK3bt3G3xczbFgTFWNvbE4pozL0aNH6eDgwNGjRzM/P1/VdpQ9dqtibGq7xMREvvzyy2zQoAF79Ohh9PktRF2qf0T9YCl1bm5urlkneUiyTZs2BuuXVatWEQBbtmypemzqyjWDqHuk/lHIJA9JFhYWcv369fTy8mKjRo0YGhqq+gKipsTGxjI4OJhubm588803uXnzZiYlJSmPnzhxgv369aODgwO7dOnCWbNm6Zz8rl27xtGjR7Nx48Z0dHRk3759GRUVRZJ86aWXyr2DITs7u8I2ajRo0ECJV6p9+/Y6fahZJzc3l1u2bGH//v05b948nT6MbbdaTz31FHv16qX3MTc3N72TPC+88AI9PDx45swZ9u/fn/b29gwMDGRERISyzooVK6jRaLh06VIWFxdTq9Vy8uTJOttR9lhbtmwZW7RoobzdMD4+Xmdfl9q8eTPXrl1L8u5FsZeXF4OCgnTWiYyMJAC+++67qvoqVdG4lr4qtWrVKp02ERERBKBsm5ptJ8kdO3awc+fOtLW1Zdu2bXUmL9Tkq6afio5lNeNLqtvfxrZHH33HXkUxcnNz6eXlxRYtWvCFF14o95xUeywY66eqxl7tMWdsXFJTU+nh4cHBgwdX+M6dio5dU8Zm//79fOihh2hvb8+WLVty9erVOm1M3c/m8Ndff/Hxxx8nAA4aNEg+ciPKsYT6R9QPlljnlqrofJGXl1duksdYvxWNhbFx0qeiSR6Synmi9B2t5hxLIaqC1D8yycODBw+ybdu2tLe359y5c1W/w6Cm9ejRg7t27WJeXh6PHDlCDw8P5Y96ZGQk7e3t+cEHHzAjI4M7d+6kg4ODzsmvR48eHDRoEJOSkhgbG0tfX1/27t1bib98+fJys/LG2hiTkZHBjh076kzgpKWlsVevXspJQc06W7ZsUT6aMnfuXGU9NdutVseOHblhwwa9j1U0yWNvb8/Q0FAmJSXx7Nmz7NSpE52cnHj9+nWSdwvokJAQAqC/vz/Hjh1r8BXSK1eucMGCBfT19eW5c+eM5jxw4ECmpKSQJM+fP08AHDdunM46t27dKvdRHmN9GRvX//73vwTA+fPn67S7ceMGATAkJET1tm/evJnBwcG8dOkSU1NTOXLkSFpZWSnvBlKTr5p+KnMs3zu+pLr9rXZ77lX22DMWY/Xq1eU+UrZgwQKlvdpjoabGXk0cNePy2muvEQCXLVvG7t27087Ojv7+/jx06JCyjrFjV+3YbNu2jd7e3jx27Bhzc3M5bdo0AuC2bdtMGrva4sCBA/T396eNjQ1nzZrF7Oxsc6ckagFLqX9E/WCJdS5p/Hyhb5LHWL8VjUVFjxlibJJn9+7dBMCuXbuqyq+6xlKIqlaP65/6O8mTmJioXJw8/fTTvHbtmrlTMqj0rZ6nTp1Sln388cfKH/XAwEAOGzZMp83UqVN1Tn7dunXjmjVrlMcnTZpET09P5f/6/mAba6PGjBkzdCZwSHLhwoXKBI7ada5fv15ukkfNdqsRERHBgIAAFhcX633c2Dt57nX27FlqNBrOnDlTWabVajlq1ChaWVnRycmJu3btKhcrISFBuWi3s7Pj7NmzDeZDkv/88w+HDx+u/P/w4cMEoNMveffjZgDYvXt31X0ZG9e0tDRqNBp27dpV5543sbGxBMBJkyap2vaioiJ6eXnxwoULyrJr164RAMeOHWvS2BgbY1OP5bLjSxrf32q3515ljz01MQoLC5mYmMj9+/dz0qRJtLa2JgDl5sFqjoWaHHu1cSoal5KSEnp6etLHx4e7d+9mVlYWo6Ki2LJlS9rb2/Py5cskjR+7asYmPz+fnp6eXL9+vfJ4dHQ0GzVqxE2bNlVqP9cGxcXFXLduHRs1akRfX19+++235k5JmIkl1T+ifrDUOtfY+YLUP8lTUb8VjYWxcTLE2CRPTEwMAdDNzc1ofmT1XTMIUR3qaf1T/yZ5SkpKuH79erq6urJ169bct2+fuVNSxdvbm87Ozpw3b57yrgHy7kUmAH700Uc663/22Wd6JzsiIyM5fvx42tvb093dXVmu7w+2sTZqlL6d9l5LlizRmcBRs05BQYHOJI+p221IYWEhg4ODK7zhnCmTPCTZvHlzDhgwQPn/e++9x9DQUEZERCjf0vTFF1+Ua5eXl8fw8HA+8sgjBMC3337bYE6LFi3il19+qfx///79et9dUzpuffr0UdWX2nGdNGkSAXDBggXMzMxkbGwsp0yZUq5tRdt++vTpcm/5Lf0JCAgwaWzUjrHaY7ns+JLG97cp20PqP/ZMjUHenRBxdXVl8+bNSao7Fswx9mqPb33jUjrJ++yzz+qs++233xIAZ8yYoerYVTM2x44dIwD+8ccfevOrzD6qTdLS0vjaa6/RysqKAwcO5N9//23ulEQNsdT6R9QPlljnGjtfkPoneYz1a2gsjD1miLFJntJ3uTo7O6vKr7quGYSoTvWs/omyQj0SFRWFPn36YPr06Zg8eTLOnTuHESNGmDstVXbu3Al3d3eEhoaiVatWWLhwIbRaLS5cuAAA8PT0rLB9YmIihg8fjqlTp2L48OEICQkBySpvU12srHQPVbXbbczs2bMxa9Ys+Pv731ece3l6eiIzMxMAsGPHDnz33XeYO3cugoKCcOrUKXTs2BHTp09HcnKyTjt7e3sMGDAABw4cgJ+fH7Zv3643Pkns3LkTTz75pLKsSZMmAIC0tDSddTMyMnQeN9aX2nFdu3YtZsyYgc8//xxt2rTBqlWrkJ6eDltbWzzzzDOqtj01NRUAcP36dZDU+Tl37pzqsVEzxqYcy/rGtyKl+9uU7QH0H3umxgCAoKAgLF68GPHx8SgqKlJ1LNTk2KuJY2xcsrOzAQAuLi466z7xxBNo0KABYmNjVR27asYmJSUFwP/ti7Iqs49qk0aNGmH16tU4cuQIUlJS0LVrVyxevBgFBQXmTk1UI0uuf0T9YIl1rrHzRWX7NTQWxh6rrL///hsA0L59e1X5VWabhDC3+lb/1ItJnszMTLz66qvo2bMnnJyccO7cOaxevRpOTk7mTk21oKAgXLp0CatWrYKHhweWLVuGsLAw2NraAgDi4+MNts3JyUFwcDDc3Nxw+vRpjB8/Hvb29hX2V5k2NUnNdhuzatUqDBgwACNHjlSWVcUJ6caNG3jwwQcBAGvWrMFDDz2kPObj44M9e/YgLy8P4eHhetvb2dlh9OjRKC4u1vv4r7/+ik6dOsHV1VVZVvr/S5cu6ax7+fJlAED//v1V9aV2XB0dHfHxxx/j5s2buHXrFhYuXIjw8HDMnTsXTZs2VbXtbm5uAO4WLGrpGxtj/Zh6LOsb34qU7m9TtsfQsVeZMQHu/n3w8fGBjY2NqmOhpsZebZxShsaladOmsLa2RlxcnM76NjY2cHNzQ5MmTVQdu2rGplGjRgCAr7/+Wm+Myu6j2iY4OBhRUVF45513sGLFCnTp0sXgPhOWqy7UP6J+sMQ619j5orL9GhoLY49V1hdffAEACAkJqZPXDELcq77UP3V+kufgwYMICAjAd999hy+++AL/+c9/0KFDB3OnZZL8/HwsXboU9vb2eP3113Hx4kV07NgRJ0+eRK9evWBlZYWtW7fqnclPTU1FREQE4uLiMGXKFDRo0EB57N4JDY1Go7NMTRs1bGxsANw9AZTKy8tTclO7TlFREQAoF4Zqtrsi27dvR48ePZR3axQVFeHo0aNYunSpSdtXVmRkJJKSkvDcc88BuDtpUvaCsmXLlrCzs6uwyI6LizP4KuuXX36JsWPH6iyztbXFxIkTcfz4ceVdRHPCMUUAACAASURBVADwyy+/wMHBAWPGjFHVV2XG9ebNm3jyyScRHByMxYsX6+RU0bZ36dIFbm5umD9/Pj744APcuHEDt2/fxrFjxzB79mxV+arpx9RjWd/4GnLv/la7PRUde5Udk5MnT+Lf//63Mh7GjoWaGnu1cYyNi4uLC4YPH46jR4/ixo0bSpukpCSkp6dj5MiRqo5dNWNTejG8bds2vPPOO0hOTkZ2djb27duH9957r9JjVxvZ2Nhg7ty5iI2NRUBAAAYOHIiJEycq75wSlq0u1D+ifrDUOtfY+QIoX78a67eisajoscoKCwvDvn370KFDB7z66qtmvWYQoqbUi/qnej4GZn5ZWVl88cUXCYDjx49nenq6uVOqtLy8PNra2nLdunXMzMxkfHw8O3TooNzg7NVXX1W2Mz4+nv/88w+HDBlCAHR3d+e4ceMIgBMnTmRmZiZ37txJf39/WltbMyYmhuHh4Vy/fj0B8NChQ9y4cSP37dtntI0aGzduJACGhYUxJyeHmzZtUu7JUXpjOjXr7N27lwDYt29f5ubmqtru0q+CLKv0fj/6fn7++WdlPa1Wy8TERNra2vKJJ54o95XPixYtUr7ZKCkpiefOnWOHDh34wgsvKOv89NNPBMClS5cyPT2dN2/e5NSpU9mpUycWFBQwISGBXl5enDRpEmNjY5mZmcmwsDAGBgbqPWazsrLo5eWljMG9bt26xWbNmnHy5MnMysrioUOH6Orqyg8//JAkVfelZlzv3LnDP//8k0uWLKGnpyffeOMNFhYW6uRjbNtJctWqVeX2gbW1NY8ePao6X2P9lH6eX82xXNH4qtnfFW2P2mOvohhFRUWcNm0aP//8c+bn5zM9PZ0bNmzg888/r3MTbGPHQk2Nvdo4asYlNjaWjRo1YnBwMK9du8aEhAQOGTKEgwcPNunYVTM2oaGh5fJwdXVlTEyMqv1sqXbu3MnGjRuzdevWFr8t9Vldqn9E/WDJda6x88WPP/6o1K85OTlGa5IDBw4YHAtj46RPfHw83dzc6ObmxsuXL7OgoIDZ2dk8duwYx4wZQwAMDAzk1atXSVJVzVRdYymEudTB+qdu3nj5+PHjfPDBB+np6cndu3ebO537lpeXx08//ZTvvfcevby82LRpUy5ZskS5qCsuLuaCBQvo6elJZ2dnPvfcc1y+fDm7dOnCNWvWMDMzk2+++SZdXV3p7+/P7777jl9//TWdnJz4xhtvsKSkhGlpaezbty89PT25detWkjTaRo3c3Fw+9dRTtLe3Z6dOnRgeHs6lS5eyd+/e/Pzzz5mTk2N0nW+++Ubn5BkYGKh6u8tauXKlwYtJR0dH5ufnK+uW3hD63p8zZ84oj2u1Wm7cuJF+fn60tbVlhw4duHbtWp2LbZLcsWMHO3fuTFtbW/r6+vLll19mamoqSTInJ4dDhgyho6MjHRwcGBAQwMWLFxv8ir+NGzdy/PjxBsf7ypUrHDZsGB0dHdmhQwedmwer7UvNuDZo0IAtW7bks88+y99//91gPhVte6kNGzawTZs2dHBwYM+ePXn48GGTx8ZYP2qP5YrGV+3+NrQ9phx7hmJotVpOmDCBzs7OdHFxYb9+/ZTna1kVHQs1NfZq4pgyLjExMRwyZAidnZ35wAMP8PXXX2dOTo7yuNq/CWrGJiwsjM2aNaOzszMHDx7MqKgoVWNn6ZKTkzlq1ChqNBq+/PLLOuMrar+6Vv+I+sGS61zS8PniwIEDOue0pk2bGu33zp07BsfC2DiV9fTTT+s9t9rb27NZs2YcNWoUt2zZwqKiIp125hxLIcyljtU/URqy7ryXLi8vD++++y5WrFiBYcOGYePGjfDx8TF3WkIIIYRF2bVrF1555RU0bNgQX375JYKCgsydkqiA1D9CCCHE/asj9c+ZOnNPnsjISHTp0gXr16/Hl19+iX379kmBI4QQQlTCmDFjcObMGbRq1QqPPPII3nrrLeXeEqJ2kfpHCCGEqBp1pf6x+EkeklixYgWCg4PRqlUrREdHKze9FUIIIUTlNG/eHL/88gvCwsKwatUq9O/f/76+0VBULal/hBBCiKpXF+ofi57kycrKwjPPPIMFCxZg4cKF2L9/P3x9fc2dVp33999/Q6PRGP0ZPXq0uVMVQghxHzQaDaZNm4aoqCjcuXMH3bp1w/79+82dVr0n9Y8Q1UfqXCGEpdc/FntPnqioKIwZMwYFBQXYvn27pX5eTgghhLAIeXl5eO211/D5559jxowZWLlyJWxsbMydVr0j9Y8QQghRcyyw/rHMe/Js2bIFQUFBaNGiBf744w8pcIQQQohq5uDggI0bN+LLL7/Epk2bMGjQINy4ccPcadUrUv8IIYQQNcsS6x+LmuTJzs7G2LFjMWXKFMybNw+HDx9GkyZNzJ2WEEIIUW9MnDgRJ06cQFJSErp3747w8HBzp1TnSf0jhBBCmJcl1T8WM8mTmJiI/v3749dff8W+ffvw9ttvw8rKYtIXospduXIFCxcuhI+PD65evWrudIQQ9UiXLl1w+vRpPPzwwxg8eDA++eQTc6dUZ0n9YxpLPzemp6fD19cXy5cvN3cqQgghyrCU+sciqoTff/8dPXr0QElJCU6dOoWhQ4eaOyUhzK70M6FJSUkmtfv000+RmZlZTVnVPfrGS8ZQCMDFxQXbt2/Hhx9+iNdffx1Tp05FcXGxudOqU6T+MZ2lnRv19UsSGo2mxnMpVVBQgEWLFqFVq1ZwcnJCQEAAPvvsM5S9jWdKSgpCQkLg6uqKFi1aYM2aNZWKc/PmTaxduxYDBw7E9OnTTcrVWA73G19N261bt6Jbt25wdnaGt7c3JkyYgISEBADAnj17VN3EWaPRoKioSPWYff/99+jUqROcnZ3Ru3dv/Pbbb0a3RW1sAHj77bd1crOxsUFKSorRPtS0q87YwN0b07///vvo2bMnnJ2d8dZbb5kUx5TjpaK+TNlH+fn5ePzxxyvsS82xrmadmo5dF1lE/cNabvfu3XR0dOTQoUOZmZlp7nSEqFXeeecdAmBcXJyq9XNycti6dWtmZGRUb2J1hL7xkjEUorxdu3bRwcGBQ4cO5e3bt82dTp0g9U/lWcq5sbaeT6ZNm8bNmzfz9u3bjI+P5+TJkwmAc+bMUdbJyspi27ZtOXLkSKalpTEyMpINGzZkaGioSXFIcvLkyQwICCAATp06VXWeanK4n/hq2m7fvp0NGzbkvn37mJuby4SEBI4ZM4bt27enVqvl1q1bOWHCBKakpFCr1TI1NZUA+Nhjj5Eki4uL+ccff/DBBx9kRkaGqjELDw9naGgos7KyeP78efbs2ZPOzs5MTk6ucFvU7o+srCy6u7sTgPIzYsQIo2Olpl11xibJ3377jc2aNWO7du24bt06Xrp0iUVFRSbFUXu8VNSXqfsoLy9POSYMbb+xY13t86EmY9cHtbT+iarVkzxhYWG0srLiyy+/rPMEFULctWbNGpMK2YkTJxJArSsoayt94yVjKIR+J0+e5AMPPMCAgABeu3bN3OlYNKl/7o+lnBtr4/kkJSWFW7Zs0VlWUlLCjh070tvbW1k2e/Zs2tjY8NatW8qyxYsX08bGhnFxcarjlCouLqadnZ1JkzDGcrjf+Grajhs3jgMHDtRZdvz4cWo0GmZmZnLTpk1MT09XHis7yVNqy5YtjIqKUjVmYWFhOuvs3buXAHjkyBGD22DK/ggNDeXu3bsNxjJETbvqjH306FE6ODhw9OjRzM/Pv6/+jR0vxvoydR8Zm+RRc6yb8nyoqdj1RS2sf2rnJE9BQQEnTZrEBg0acPXq1eZOR4gaExsby+DgYLq5ufHNN9/k5s2bmZSUpDx+4sQJ9uvXjw4ODuzSpQtnzZqlU8heu3aNo0ePZuPGjeno6Mi+ffsyKiqKJPnSSy/pvHIBgNnZ2RW2UePvv//mnDlz6OXlxRs3bnDhwoX08PCgt7c3d+7cqaxXUT+XL1/m/Pnz6e3tzStXrvCjjz5is2bN6OHhwU8++YQkuXr1ajZr1ozOzs6cPXt2uTx27NjBzp0709bWlm3btlV1Ej9y5Aj79+9PR0dHPvDAA3zllVeUYlvfeI0bN07vGBqLJUR9ceXKFfr5+dHb25unTp0ydzoWR+of/Szx3Fhq//79fOihh2hvb8+WLVsq+1Vfv6UX4v379+e8efNImu/8WNZTTz3FXr16kbw7OeDl5cWgoCCddSIjIwmA7777rqo4Zbm5uamehKlMDqbEV9t2xYoV1Gg0XLp0KYuLi6nVajl58mRl/5V9F56hSZ47d+6woKBAb99lx6zspMKyZcvYokUL5uXlKcvOnz9PDw8PLl26tMLtKhs7NzeXXl5ebNGiBV944QW9x7y+2GraqVlHHzXtUlNT6eHhwcGDBxucGDe1f0P7XE1favbRvSqa5FFzrKt9PpTdd1UZu76rZfVP7ZvkycnJ4aOPPkoXFxfu27fP3OkIUaN69OjBXbt2MS8vj0eOHKGHh4dSyEZGRtLe3p4ffPABMzIyuHPnTjo4OOgUsj169OCgQYOYlJTE2NhY+vr6snfv3kr85cuXl3vV0FgbY4KCgtigQQMC4GuvvcaoqChmZmYyODiY7u7uygmwon6GDh1KGxsbAuC8efMYGRnJjIwMjhgxglZWVpw/fz4PHDjAO3fuKG/DDw8PV3LYvHkzg4ODeenSJaampnLkyJG0srLi6dOnDeb9yy+/0MXFhT/99BOzs7O5Y8cOOjk5sUePHkrO+sZL3zI1sYSoLzIyMjho0CA6OTnx0KFD5k7HYkj9Y5glnhtJctu2bfT29uaxY8eYm5vLadOmEQC3bdumt98tW7YoHyWZO3cuSfOcH/Xp2LEjN2zYQPLuhWLpCx/3unXrltGP39wbpyxTJmEqk0N1TPIUFhYyJCSEAOjv78+xY8fqvMBVlqFJnooYGrMrV65wwYIF9PX15blz53Qei46OZsOGDblkyRKTYq9evVpn4lGj0XDBggVGY6tpp2YdfdS0e+211wiAy5YtY/fu3WlnZ0d/f3+dc5Cp/Rva52r6KlXRPrpXRZM8ao51tc+HsvuuKmOLWlX/1K5JnqysLAYHB7Nx48aVerVECEuWm5tLADqzvx9//LFSyAYGBnLYsGE6baZOnapTyHbr1o1r1qxRHp80aRI9PT2V/+srZI21UaP0VdOEhARl2YcffkgAvH79uqp+SovTixcvKst++uknAuDevXuVZRcvXiQArlu3jiRZVFRELy8vXrhwQVnn2rVrBMCxY8fqzVer1bJt27acPn26zvLSHNauXUtS3SSP2lhC1CeFhYV89tlnaW9vr/P8FfpJ/WOYpZ4b8/Pz6enpyfXr1yvLoqOj2ahRI27atMlgv9evX9eZ5CFr9vyoT0REBAMCAlhcXEySPHz4MAFw5syZOusVFxcTALt3764qTlmmTMJUJofqmOQh79YBo0aNopWVFZ2cnLhr1y6DcUyd5DE0ZgkJCcpkhZ2dHWfPnm1wXE2JXVhYyMTERO7fv5+TJk2itbU1AfDTTz+tMJaadtUVu6SkhJ6envTx8eHu3buZlZXFqKgotmzZkvb29rx8+XKl+te3z9X2RVa8j0onBo39bNu2TdWxXtnnZHXGrq9qSf1TeyZ5MjIy2Lt3bz7wwAMVznQKUZd5e3vT2dmZ8+bNUyZHSPLs2bMEwI8++khn/c8++0ynkC0VGRnJ8ePH097enu7u7spyfQWlsTZqvP/++wTA1NTUSuem7x4K4eHhBMADBw4oy+Li4ghAeZv66dOnDZ4cAwIC9OZ76tQpAuDGjRt1licmJuoUX2omedTGEqK+KSkp4ZQpU2hra1upj4fUF1L/GGeJ58Zjx44RAP/44w+D6+jrt6CgoNwkT02eH8sqLCxkcHAwo6OjlWX79+8nAM6fP19n3dLc+/TpoypOWfouqiMiIsrlPnPmzErlYEp8NW1LvffeewwNDWVERAR9fHyo0Wj4xRdf6F3XlEkeY2OWl5fH8PBwPvLIIwTAt99+22hMtbFLRURE0NXVlc2bN1cdW227qopdOjH67LPP6qz37bffEgBnzJhRqf717XNT+1K7jyp6J4+aY70yz4fqjl2f1YL6J6pWfIV6RkYGhg4diqtXr+LXX39FQECAuVMSwix27twJd3d3hIaGolWrVli4cCG0Wi0uXLgAAPD09KywfWJiIoYPH46pU6di+PDhCAkJ0fvVmPfbpiwrK+N/Soz1oyaGPqmpqQCA69evg6TOz7lz5/S2uXbtGgAgNzdXZ7mPjw8cHR1x48YN1f1XZSwh6hIrKyts2rQJr7zyCkJCQrBlyxZzp1TrSP2jjiWeG0u/krn0HKWWvnNhTZ4fy5o9ezZmzZoFf39/ZVmTJk0AAGlpaTrrZmRk6DxuLM79qEwO1WHHjh347rvvMHfuXAQFBeHUqVPo2LEjpk+fjuTk5PuKbWzM7O3tMWDAABw4cAB+fn7Yvn17lcUuFRQUhMWLFyM+Ph5FRUWq46tpV1Wxs7OzAdz9Wut7PfHEE2jQoAFiY2OrrH9T+7qffVRKzbFe2edDdcauz2pD/WP2SZ6UlBQMGDAAN2/eREREBPz8/MydkhBmExQUhEuXLmHVqlXw8PDAsmXLEBYWBltbWwBAfHy8wbY5OTkIDg6Gm5sbTp8+jfHjx8Pe3r7C/irTpjKqsx83NzcAdy8C1GratCkAKBcI97K2tkbr1q3NEkuIukaj0SAsLAwzZ87ElClTsHnzZnOnVGtI/aOeJZ4bGzVqBAD4+uuvTWpXlSpzfrzXqlWrMGDAAIwcOVJZRhKdOnWCq6srLl26pLP+5cuXAQD9+/dXFUeNoKCgchNUYWFhJudgany11qxZg4ceekj5v4+PD/bs2YO8vDyEh4erjlOWKWNmZ2eH0aNHo7i4uMpjA3fHyMfHBzY2NiqzV9+uKmI3bdoU1tbWiIuL01nHxsYGbm5uFU5CmNp/ZfsydR/dS82xXtnnQ3XGru/MXf+YdZInOTkZDz/8MHJzcxEREYEHH3zQnOkIYVb5+flYunQp7O3t8frrr+PixYvo2LEjTp48iV69esHKygpbt26FVqst1zY1NRURERGIi4vDlClT0KBBA+Wxe0/cGo1GZ5maNmpzB4CSkhJlWWmexcXFqvopfRVFXwxDcQGgS5cucHNzw/z58/HBBx/gxo0buH37No4dO4bZs2frzbdr165o1qwZtm/fjpycHGX59evXkZWVhZCQEADlx0vfMrWxhKivNBoNPvzwQ8ybNw8vvfQSNm7caO6UzE7qH/Us9dzYs2dPODk5Ydu2bXjnnXeQnJyM7Oxs7Nu3D++9957efoH/OxfeezFYk+fHUtu3b0ePHj3w5JNPKjkcPXoUS5cuha2tLSZOnIjjx48jMzNTafPLL7/AwcEBY8aMURXnfpiSQ3WytbUtd/HbsmVL2NnZwcnJqVIxKzNmcXFxGDFiRLXEPnnyJP7973+buBXq2lVFbBcXFwwfPhxHjx7Vefd0UlIS0tPTdSaz7rf/++lL7T4qS82xXtnnQ3XGFmauf6r582AG3b59m926dWPbtm2ZmJhorjSEqDXy8vJoa2vLdevWMTMzk/Hx8ezQoYNy48dXX32VADh+/HjGx8fzn3/+4ZAhQwiA7u7uytd7T5w4kZmZmdy5cyf9/f1pbW3NmJgYhoeHc/369QTAQ4cOcePGjdy3b5/RNsbk5+dz6NChyg3itFotCwsLOWbMGALg+vXreebMmQr7OXjwIJ988knl3jYlJSUsKirim2++SQCcM2cOi4qKqNVqlW0YOXKk8hWVq1atKveZemtrax49etRg3jt27CAA/r//9/+YmJjIGzdu8PHHH+fQoUOp1WpJstx4Xb9+Xe8yNbGEEHdvINugQYN6fY8eqX9MY6nnRpIMDQ0td25ydXVlTEwMSf3nmL179xIA+/bty9zcXBYUFNT4+XHJkiUG7+Xz888/k7z7zTrNmjXj5MmTmZWVxUOHDtHV1ZUffvihSXHIuzcuTkxMpK2tLZ944gmDXzNdlpoc7ie+mralN8BeunQp09PTefPmTU6dOpWdOnUq95XoJSUlPHToEIG738SVnp5erj9jY5aQkEAvLy9OmjSJsbGxzMzMZFhYGAMDA3Xi/fnnn2zYsCGXLVumOnZRURGnTZvGzz//nPn5+UxPT+eGDRv4/PPP69QyZWOraac29urVq+nm5sbIyEiT2sXGxrJRo0YMDg7mtWvXmJCQwCFDhnDw4MEmxVGzz431pXYf3auie/KQ6o51NevoOy6qKraoWA3XP+a58XJBQQGHDBlCT09PxsbGmiMFIWqdvLw8fvrpp3zvvffo5eXFpk2bcsmSJcrJp7i4mAsWLKCnpyednZ353HPPcfny5ezSpQvXrFnDzMxMvvnmm3R1daW/vz+/++47fv3113RycuIbb7zBkpISpqWlsW/fvvT09OTWrVtJ0mgbYx5++GGdQmHFihXs1auXzrJPPvmkwn6GDx+us/4777zD8ePH6ywLCQlRvmGk9OfeE+KGDRvYpk0bOjg4sGfPnjx8+LDR3Hfv3s3AwEDa2dmxefPmXLBggVIYk9Q7XvqWqYklhLhr5syZtLW1NffXi5qF1D+ms9RzY6mwsDA2a9aMzs7OHDx4sM63p5Xt9/vvv9c5xwUGBvKxxx6r0fPjypUrDU4EODo66pzXrly5wmHDhtHR0ZEdOnTgl19+Wak4pd/Qee/PmTNnVI1vRTlURXw1bXfs2MHOnTvT1taWvr6+fPnll3W+iKJUmzZtysW692vI1YxZTk4OhwwZQkdHRzo4ODAgIICLFy9mdna2Tl9nz56lu7u7cjGvJrZWq+WECRPo7OxMFxcX9uvXT6fOMRRbTTu1scPCwujm5sbff//dpHYkGRMTwyFDhtDZ2ZkPPPAAX3/9debk5JgcR80+r6gvtfvIVGqOdWPrlN13VRlbGFeD9U+UhjTxcxn3SavVYty4cfj5559x5MgRdO3atSa7F0IIIYQZabVajB07FgcPHqxXdYDUP0IIIUT9VYP1z5kavyfPrFmz8MMPP2D37t1S4AghhBD1jJWVFb755hv06tULjz32GK5evWrulGqE1D9CCCFE/VWT9U+NTvL8z//8Dz7++GN88803GDx4cE12LYQQQohawtbWFrt370aTJk0wePDg+/6q4dpO6h8hhBBC1FT9U2OTPLt378aiRYvw8ccfy124hbAAf//9NzQajdGf0aNHmztVIYQFcnV1xb59+1BSUoJnnnmmUl8tawmk/qlb5NwohBDiftRE/VMj9+SJjY1Fz549MWHCBKxZs6a6uxNCCCGEhYiOjkafPn3wyiuvYOXKleZOp0pJ/SOEEEIIfaqx/jlT7ZM8d+7cQa9eveDk5IRjx47Bzs6uOrsTQgghhIXZtm0bxo8fjx07dtSZd7tI/SOEEEKIilRT/XPGuqoiGfLqq68iKSkJp0+flgJHCCGEEOWMGzcOERERmDJlCjp16gQ/Pz9zp3TfpP4RQgghREWqq/6p1nvylN5kcOvWrWjZsmV1diVEvXPlyhUsXLgQPj4+tfrbafLy8rBlyxYEBwdj0aJF5k5HCFFLrV69GoGBgXjqqaeQnZ1t7nTui9Q/NctSzoeVkZ6eDl9fXyxfvtzcqQghhKgG1VH/VNskT2RkJObMmYN3330XQ4cOra5uhKi3ZsyYgZUrVyIpKcmkdp9++ikyMzOrKavyfvjhB7zxxhs4fvw4auAWYOWMHj263A0xrays4ODggGbNmmHQoEFYuXIlcnNzTY5d02MpRF1mY2ODrVu3Ii0tDf/617/MnU6lSf1T8yzlfKiGvpxIQqPRmCkjoKCgAIsWLUKrVq3g5OSEgIAAfPbZZ+XO6SkpKQgJCYGrqytatGhR7j5UauPcvHkTa9euxcCBAzF9+nSTcjWWw/3GV9N269at6NatG5ydneHt7Y0JEyYgISEBALBnzx5VN+7WaDQoKipSPWbff/89OnXqBGdnZ/Tu3Ru//fab0W1RGxsA3n77bZ3cbGxskJKSYrQPNe2qMzYAZGVl4f3330fPnj3h7OyMt956S3UctWN0+PBhPPTQQ3BwcECLFi2wfPlynXVMGWsAyM/Px+OPP17h9qs51tWsU9OxRXnVUv+wGuTl5bF9+/YcOnQoS0pKqqMLIQTJd955hwAYFxenav2cnBy2bt2aGRkZ1ZtYGfHx8QTAhQsX1mi/9/bv6upKNzc3xsTE8M6dO7x9+zbDw8P51FNPEQBbtGjB6Oho1THNNZZC1HU///wzNRoNd+/ebe5UTCb1j/lYyvmwIrUxJ5KcNm0aN2/ezNu3bzM+Pp6TJ08mAM6ZM0dZJysri23btuXIkSOZlpbGyMhINmzYkKGhoSbFIcnJkyczICCAADh16lTVearJ4X7iq2m7fft2NmzYkPv27WNubi4TEhI4ZswYtm/fnlqtllu3buWECROYkpJCrVbL1NRUAuBjjz1GkiwuLuYff/zBBx98kBkZGarGLDw8nKGhoczKyuL58+fZs2dPOjs7Mzk5ucJtUbs/srKy6O7uTgDKz4gRI4yOlZp21RmbJH/77Tc2a9aM7dq147p163jp0iUWFRWpjqNmjH799Vc6Ojpyx44dzMrK4ldffUVra2tOnz7d5LEulZeXpxwThrbf2LGu9vlQk7FFxaqw/omqlkmeuXPn0tXVlfHx8dURXgjx/1uzZo1JRe3EiRMJoMYLyNzcXLNO8pBkmzZt6OHhofexVatWEQBbtmypemzMNZZC1AcvvPACPT09mZKSYu5UTCL1j/lYyvmwIrUxp5SUFG7ZskVnWUlJCTt27Ehvb29l2ezZs2ljY8Nbt24pyxYvXkwbGxvGxcWpjlOquLiYdnZ2Jk3CGMvhfuOraTtu3DgOHDhQZ9nx48ep0WiYmZnJTZs2MT09XXms7CRPqS1bOd5YQAAAIABJREFUtjAqKkrVmIWFhemss3fvXgLgkSNHDG6DKfsjNDS0UhedatpVZ+yjR4/SwcGBo0ePZn5+vslx1I5RYGAgX3zxRZ31pk+fTgA8ffq0ycc+aXySR82xbsrzoaZiC+OqqP6p+kmes2fP0sbGhp999llVhxaizouNjWVwcDDd3Nz45ptvcvPmzUxKSlIeP3HiBPv160cHBwd26dKFs2bN0ilqr127xtGjR7Nx48Z0dHRk3759GRUVRZJ86aWXdF6pAMDs7OwK25hi//79fOihh2hvb8+WLVty9erVymN5eXnlJnmM9VvRWBgbJ30qmuQhyccff5wAlFchzDmWQtR3mZmZ9PX15aRJk8ydimpS/1QtSzwfXr58mfPnz6e3tzevXLnCjz76iM2aNaOHhwc/+eQTkuTq1avZrFkzOjs7c/bs2UpbfTmVXhz279+f8+bNu+8+Su3YsYOdO3emra0t27ZtW6mL7Keeeoq9evUiefeC1cvLi0FBQTrrREZGEgDfffddVXHKcnNzUz0JU5kcTImvtu2KFSuo0Wi4dOlSFhcXU6vVcvLkycr+y8zM1Fnf0CTPnTt3WFBQoLfvsmNWdgJj2bJlbNGiBfPy8pRl58+fp4eHB5cuXVrhdpWNnZubSy8vL7Zo0YIvvPCC3ueDvthq2qlZRx817VJTU+nh4cHBgwfrvHOnKvq/d4xK36m+atUqnXUiIiIIQNnvxuKUVdEkj5pjXe3zoey+q8rYonKqqP6p2kmeoqIiduvWjQ8//DC1Wm1VhhaiXujRowd37drFvLw8HjlyhB4eHkpRGxkZSXt7e37wwQfMyMjgzp076eDgoFPU9ujRg4MGDWJSUhJjY2Pp6+vL3r17K/GXL19e7lVCY23U2LZtG729vXns2DHm5uZy2rRpBMBt27aR1D/JY6zfisaioscMMTbJs3v3bgJg165dVeVXXWMphLhr79691Gg0PHDggLlTMUrqn6pniefDoUOH0sbGRrm4i4yMZEZGBkeMGEErKyvOnz+fBw4c4J07d5SPl4WHhxvMacuWLcpHSebOnVslfWzevJnBwcG8dOkSU1NTOXLkSFpZWfH06dMm7Z+OHTtyw4YNJO9eKALguHHjdNa5deuW0Y/f3BunLFMmYSqTQ3VM8hQWFjIkJIQA6O/vz7Fjx3Lnzp0G4xia5KmIoTG7cuUKFyxYQF9fX547d07nsejoaDZs2JBLliwxKfbq1at1Jh41Gg0XLFhgNLaadmrW0UdNu9dee40AuGzZMnbv3p12dnb09/fnoUOH7rv/e8fov//9LwFw/vz5OuvcuHGDABgSEqIqTlkVTfKoOdbVPh/K7ruqjC0qrwrqn6qd5FmyZAkdHBwYGxtblWGFqBdKP9J06tQpZdnHH3+sFLWBgYEcNmyYTpupU6fqFLXdunXjmjVrlMcnTZpET09P5f/6ilpjbYzJz8+np6cn169fryyLjo5mo0aNuGnTJpL6J3kq6reisTA2ToYYm+SJiYkhALq5uRnNj6yesRRC6AoJCWHz5s2ZlZVl7lQqJPVP1bLU8yH5f/cGunjxorLsp59+IgDu3btXWXbx4kUC4Lp16yrM6fr16zqTPPfTR1FREb28vHjhwgVlnWvXrhEAx44dq3obIyIiGBAQwOLiYpLk4cOHCYAzZ87UWa+4uJgA2L17d1VxyjJlEqYyOVTHJA9JarVajho1ilZWVnRycuKuXbsMxjF1ksfQmCUkJCiTFXZ2dpw9e7bBcTUldmFhIRMTE7l//35OmjSJ1tbWBMBPP/20wlhq2lVX7JKSEnp6etLHx4e7d+9mVlYWo6Ki2LJlS9rb2/Py5cuV7r/sGKWlpVGj0bBr1646E/yxsbEEYPDdGGXjlE4MGvvZtm2bqmO9ss/J6owtTHOf9U/VTfJcvHiRdnZ2/OCDD6oqpBD1jre3N52dnTlv3jxev35dWX727FkC4EcffaSz/meffaZT1JaKjIzk+PHjaW9vT3d3d2W5vgLSWBtjjh07RgD8448/DK6jb5LHWL+GxsLYY4YYm+QpfWXC2dlZVX7VMZZCCF3Jycls3LgxX3vtNXOnYpDUP9XDEs+HpP57A4WHhxOAzquycXFxBKB8xMpQTgUFBeUmeSrbx+nTpw1ePAYEBKjavsLCQgYHB+t8UcH+/fv1vpuhNPc+ffqoilOWvomU0o/B3Pszc+bMSuVgSnw1bUu99957DA0NZUREBH18fKjRaPjFF1/oXdeUSR5jY5aXl8fw8HA+8sgjBMC3337baEy1sUtFRETQ1dWVzZs3Vx1bbbuqil06Mfrss8/qrPftt98SAGfMmFGp/g2N0aRJkwiACxYsYGZmJmNjYzllyhS9f6cqinOvit7Jo+ZYr8zzobpjC9PcZ/0TVWVfoT5nzhy0a9cO//73v6sqpBD1zs6dO+Hu7o7Q0FC0atUKCxcuhFarxYULFwAAnp6eFbZPTEzE8OHDMXXqVAwfPhwhISFGv7a8Mm3uVfo1k6mpqarbqOnX0FgYe6yy/v77bwBA+/btVeVXmW0SQpjGy8sLoaGhWLt2rfIcrW2k/qkelng+BAArqyorrQ3Gq2wfpefp69evg6TOz7lz51TFmD17NmbNmgV/f39lWZMmTQAAaWlpOutmZGToPG4szv2oTA7VYceOHfjuu+8wd+5cBAUF4dSpU+jYsSOmT5+O5OTk+4ptbMzs7e0xYMAAHDhwAH5+fti+fXuVxS4VFBSExYsXIz4+HkVFRarjq2lXVbGzs7MBAC4uLjrrPfHEE2jQoAFiY2Mr1b+hMVq79v9j797joizT/4F/OB+GowjKyUNuKnkATaKfgodaSdSWajU1z62rlWb69cCqubrKKmuaeKD1lLnYomLZbmlWuCLpqllgmqZCSQGKgiAiCjjA5/eHL2YdDjPPDDMc9Hq/XvzBM/d93df9zDM819zMPM97ePPNN/H++++jU6dOWLt2LQoLC2Fra4uXX35ZcRyllBzrxr4ezBlbGKah9Y9JzkRHjhzBp59+itWrV8PKysoUIYV4JIWGhiIjIwNr166Fh4cHVqxYgdjYWNja2gIAsrKy6u1bUlKCsLAwuLq6IjU1FWPHjoW9vb3O8YzpU1OrVq0AADt37lTcR8m49e0LfY8Z64MPPgAAjBo1qsn2pRCitsmTJ6Nnz56YP39+U6dSi9Q/5tMSz4fNnaurK4D7C2jGWLt2LQYOHIjIyEjNNpLo1q0bXFxckJGRodX+p59+AgD0799fURwlQkNDay1QxcbGGpyDofGViouLw1NPPaX53cfHB59++ilKS0uRnJysOE5NhuwzOzs7jBgxAhUVFSaPDdzfRz4+PrCxsVGYvfJ+pojt6+sLa2trZGZmarWxsbGBq6urzkWI+sbXtY8cHR2xfv16XLt2DTdu3MCiRYuQnJyMqKgo+Pr6Ko6jlJJj3djXgzljC8M1pP5p8CIPScydOxcREREIDw9vaDghHlllZWWIjo6Gvb09Zs2ahUuXLiEgIAAnTpxASEgILC0tkZCQUOcnVvLz83H06FFkZmbi1Vdf1Xqz8eDJw8LCQmubkj76BAcHQ6VSYdeuXViyZAmuX7+O27dv48CBA1i2bBkAaP4jUl1w6BtX177Q9ZixYmNjceDAAXTt2hVvvPFGk+1LIURtlpaWiImJwWeffYYjR440dToaUv+YT0s9HwL/O99VVlZqtlXnWde2B9+I18zpwXgPtjN2jKCgILi6umLBggVYtWoVrl69ilu3buHrr7/G3Llzdc5r9+7d6NOnD1588UVNDikpKYiOjoatrS0mTJiAY8eOoaioSNPnq6++goODA0aOHKkoTkMYkoM52dra1nrz26FDB9jZ2UGlUhkV05h9lpmZiaFDh5ol9okTJ4z65KKSfqaI7ezsjIiICKSkpODq1auaNrm5uSgsLNRaYFEyviH76Nq1a3jxxRcRFhaGpUuXGh1HFyXHurGvB3PGFoZrUP1jzJe8HvTvf/+bFhYWPH36dENDCfFIKy0tpa2tLTdt2sSioiJmZWWxa9eumotAvvHGGwTAsWPHMisriz///DPDw8MJgG5ubhwzZgwBcMKECSwqKmJiYiK7d+9Oa2trnj9/nsnJydy8eTMBMCkpiVu3buWBAwf09lEiJiam1nfYXVxceP78eZL3/04AYN++fVlSUqK5pkJ94x48eLDefaFvP9UlKyuLrq6udHV15U8//cTy8nLevn2bX3/9NUeOHEkADAwM5C+//EKSevMz574UQtTt2WefZf/+/Zs6DQ2pf8ynpZ4Py8vL+eKLLxIAt27dysrKSqrVas6fP58AOG/ePKrValZVVWnGj4yM1NwCu2ZOOTk53L9/v+b8effu3QaPsXbt2lrna2tra6akpNQ7r+XLl9d7LZ8vvviC5P076/j7+3PSpEksLi5mUlISXVxcuGbNGoPikPcvXHzlyhXa2try+eef17oVuC5KcmhIfCV9qy+AHR0dzcLCQl67do3Tpk1jt27dat0SvbKykklJSQTu34mrsLCw1nj69ll2dja9vLw4ceJEpqens6ioiLGxsQwMDNSKd+bMGbq7u3PFihWKY6vVak6fPp3vv/8+y8rKWFhYyC1btnDy5MlaFxmuGVtJP6Wx161bR1dXV548edKgfunp6WzVqhXDwsL466+/Mjs7m+Hh4Rw8eLBBcZQcs3fu3OGZM2e4fPlyenp6cvbs2bx3755Bz2NNuq7JQyo71pW0qeu4MFVsYTpG1D8Nv/BycHAwX3jhhYaGEeKRV1payo0bN3LZsmX08vKir68vly9frjnZVFRUcOHChfT09KSTkxPHjx/PlStXMigoiHFxcSwqKuL8+fPp4uLC7t27c9++fdy5cydVKhVnz57NyspKFhQUsG/fvvT09GRCQgJJ6u2jVGxsLP39/enk5MTBgwczLS2NJHnw4EGtk5mvr6/ece/cuVPvvtC3n2r6/e9/X+dJ1d7env7+/nzhhRcYHx9PtVqt1a8p96UQorb//ve/BNBsFkyl/jGflno+HDZsmNZ5ZsmSJRw7dqzWtlGjRmnujlX9U/1mrmZOn3zyiVa7wMDABo9Bklu2bGGnTp3o4ODA4OBgHjp0qN45rV69ut43p46OjprFI/L+LbyHDBlCR0dHdu3alTt27DAqzpw5c2q1UbqYqisHU8RX0nfPnj3s2bMnbW1t6efnx6lTpzI/P79WrE6dOtWK9eBtyJXss5KSEoaHh9PR0ZEODg7s0aMHly5dytu3b2uN9f3339PNzU3zZl5J7KqqKo4bN45OTk50dnZmv379NK8VXbGV9FMaOzY2lq6urvzmm28M6kfev2tqeHg4nZyc2KZNG86aNYslJSWK4yg9Zq2srNihQwe+8sormjyNiWMoJce6vjY1nztTxhamY0T9k2ZBGv9dgoMHD2LYsGH47rvv0Lt3b2PDCCGEEELo9eyzzwIA/vOf/zRpHlL/CCGEEKKxGFj/nG7QIs/gwYNhaWmJL7/80tgQQgghhBCKfPXVV3juuedw+vRpBAUFNVkeUv8IIYQQorEYWP8Yv8hz7tw59OzZE59//jmGDBliTAghhBBCCIMEBgbiySefxPbt25tkfKl/hBBCCNHYDKh/Tht9d60NGzagS5cueO6554wNIYRoxi5evAgLCwu9PyNGjGjqVIUQj5AZM2YgISEBN27caJLxpf559Mj5UAghRFMzpP4xapGntLQUiYmJmDp1quZ2j0KIh0vXrl1BUu/PRx991NSpCiEeIa+88gpsbW2RkJDQ6GNL/fNokvOhEEKIpmZI/WPUIs/HH3+MkpISjBkzxpjuQgghhBBGUalUGDlyJLZt29boY0v9I4QQQoimYEj9Y9QiT3x8PIYPH462bdsa010IIYQQwmiTJ0/GDz/8gLNnzzbquFL/CCGEEKKpKK1/DF7kKSgoQHJyMkaPHm10csL8Ll++jEWLFsHHxwe//PJLU6djsMLCQvj5+WHlypVNnYoQQohmpl+/fvD398fHH3/caGNK/SNE89DSa9ym9PPPP2PBggVo27YtcnJyTBq7tLQU8fHxCAsLw+LFi00aWwhxn9L6x+BFnk8//RRWVlaIiIgwOjlhfm+++SZWr16N3Nxcg/pt3LgRRUVFZsrKsHFJNuk1D8rLy7F48WJ07NgRKpUKPXr0wN///nfUvCFdXl4eRo0aBRcXF7Rv3x5xcXFGxbl27Rree+89PPPMM5gxY4ZBuerLoaHxlfRNSEhA79694eTkBG9vb4wbNw7Z2dkA7v/dUHLRSgsLC6jVasX77JNPPkG3bt3g5OSEp59+GsePH9c7F6WxAeDPf/6zVm42NjbIy8vTO4aSfuaMDQDFxcX429/+huDgYDg5OeHtt99WPP+kpKR6n581a9YoblNTSkoKrKyscPHixTofLysrw/Dhw3XOX8mxrqRNY8cWpmVhYYEXXngB+/bta7Qxpf4RonloaTVuczJz5kysWbMG169fN3nsf/3rX5g9ezaOHTtWZ00lhGg4xfUPDRQZGclhw4YZ2k00gSVLlhAAMzMzFbUvKSnhY489xps3b5o3sWYyrj7Tp0/n9u3beevWLWZlZXHSpEkEwHnz5mnaFBcX8/HHH2dkZCQLCgp48uRJuru7MyYmxqA4JDlp0iT26NGDADht2jTFeSrJoSHxlfTdvXs33d3deeDAAd69e5fZ2dkcOXIku3TpwqqqKiYkJHDcuHHMy8tjVVUV8/PzCUDzt6SiooLfffcdf/Ob3/DmzZuK9llycjJjYmJYXFzMc+fOMTg4mE5OTrx+/brOuSh9PoqLi+nm5kYAmp+hQ4fq3VdK+pkzNkkeP36c/v7+7Ny5Mzdt2sSMjAyq1WrF8588ebLWGNU/FhYWzM7OVtzmQYWFhWzXrh0B8MKFC3XOr7S0VOf5RcmxrvT10JixhXkcPnyYAPjTTz81ynhS/wjRfLSUGrc5WrRoEQHUea5uqKysLALgokWLTB5bCHGfgvonzaBFnoqKCrq5uXHjxo0Nz06YXVxcnEEnwAkTJhBAo58Am2pcXfLy8hgfH6+1rbKykgEBAfT29tZsmzt3Lm1sbHjjxg3NtqVLl9LGxoaZmZmK41SrqKignZ2dQYsw+nJoaHwlfceMGcNnnnlGa9uxY8doYWHBoqIibtu2jYWFhZrHai7yVIuPj2daWpqifRYbG6vVZv/+/QTAI0eO1DsHQ56PmJgYfvTRR/XGqo+SfuaMnZKSQgcHB44YMYJlZWVajymZf1lZGZ999lmeOXNGszBEkrdv39YsKClpU9Mrr7zCt956q0GLPEqOdUNeD40VW5iHWq2ms7MzN23aZPaxpP4RonlpKTVuc/Tuu++abZHn7t27ssgjhJkpqH/SDPq61nfffYeioiI8++yzhnQTJpKRkYH+/fvDzc0NUVFR+OCDD3Dt2jXN48ePH0doaCgcHR3Rq1cvXL58Wat/VlYWRo4cCU9PT6hUKvTr1w+nT58GAEydOhXx8fEAAHd3d1hYWKCkpERnH0McPHgQISEhcHBwQMeOHbF+/fp6x83Pz8fOnTsxYMAALFiwAMD97xAvXLgQPj4+yMzMxNq1a9GuXTu0bt0aGzduBACsX78e7dq1g7OzM+bNm1crh8TERAQGBsLOzg6dO3fW+V1GT09PjB8/XmubpaUlAgIC0K5dOwBAVVUV4uPjERISAg8PD027IUOGQK1WIz4+XlGcB1lZWcHe3l7v/qymJIeGxFfat3fv3khOTsZf//pXVFZWgiS2bduGqKgouLq6YsSIEXB3d9c7xu9//3t069ZN0T577bXXtNqcPXsW7du3R0hIiGbb+fPn0bp1a/z1r38FoOx5Be5/r/zdd9/FnDlzMGXKlDqP+ZqxlfZT0qYuSvrduHEDL730EkJDQ7Fr1y7Y2dlpPa5k/nl5efjwww/Rs2dPWFtba9rt3btX81UqJW0etGXLFvTp0wdBQUGK5loXJce60tdDzefOlLFF47G2tkZYWBj+85//mH0sqX+EMK+WWONeunQJ8+fPR5s2bZCbm4u3334brVu3ho+PD/bu3asot8aubwHUuhTC22+/rfWV63PnzunMOT09HVFRUWjbti2ysrIwfPhweHh44NSpU016mQUhHhWK6h9DVo1WrlxJHx+fBq8+CeP06dOHe/fuZWlpKY8cOUIPDw/m5uaSJE+ePEl7e3uuWrWKN2/eZGJiIh0cHLT+y9GnTx/+9re/ZW5uLtPT0+nn58enn35aE3/lypW1/suhr48Su3btore3N7/++mvevXuX06dPJwDu2rWrznHj4+M1X0mJiooiST733HO0sbEhAP7pT3/iyZMnefPmTQ4dOpSWlpZcsGABDx48yDt37mg+wpucnKzJYfv27QwLC2NGRgbz8/MZGRlJS0tLpqamGjSXgIAAbtmyhSR57tw5AuCYMWO02ty4cUPv128ejFOTq6ur4k/aGJODIfGV9r137x5HjRpFAOzevTtHjx7NxMTEeuPU90keXerbZ5cvX+bChQvp5+fHs2fPaj32ww8/0N3dncuXLzco9rp162p9BWnhwoV6Yyvpp6RNXZT0mzlzJgFwxYoVfPLJJ2lnZ8fu3bszKSnJoPnX5ZlnnmFeXp7BbS5cuMCXXnqJVVVV/OCDD4z+JI+SY13p66Hmc2fK2KJxvfvuu2zdujWrqqrMOo7UP0KYV0uscUNDQ2llZUUAnDlzJtPS0lhUVMSwsDC6ublpPumqa5ymqG/Xrl2r9UmeQ4cOccKECUxNTWVpaanenPv166eZ97vvvstTp07R39+fSUlJLC0tlU/yCNEI9NQ/hn1d64UXXuCIESNMk5kwSPXHH7/99lvNtvXr12tOgIGBgRwyZIhWn2nTpmmdAHv37s24uDjN4xMnTqSnp6fm97pOgPr66FNWVkZPT09u3rxZs+2HH35gq1atuG3btnrHzcnJ0VrkIf/3/etLly5ptn322WcEwP3792u2Xbp0iQA0H2FTq9X08vLSemP566+/EgBHjx6teC5Hjx5ljx49WFFRQfL+SREA33rrLa12FRUVBMAnn3xSUZyaDFmEMSYHcyzykGRVVRVfeOEFWlpaUqVSce/evfXGMXSRp759lp2drVn0sLOz49y5c+vdr4bEvnfvHq9cucLPP/+cEydOpLW1NQHo/aqGkn7mil1ZWUlPT0/6+Pjwo48+YnFxMdPS0tihQwfa29vX+71dfccjSf7888+MiIjQmV9dbcrLy/ncc8/x2rVrJFlrkad6YVDfz65duxQd68a+Js0ZW5jX8ePHG+W6PFL/CGE+LbXGJck5c+bU+urTmjVrCIA5OTmKxmns+vbBRZ4dO3ZwxowZtd4o6st5/vz5BMBjx45p9ZNFHiEah576x7Cva3377bd48sknDekiTMTBwQHe3t4YNGgQFixYgCtXruDNN99E27ZtcebMGZw5cwbh4eFafWp+NSI1NRVvvPEGvvnmG4wbNw579uyBWq3WOa4xfR506tQp5Ofnax033bt3R0FBAf7whz/U28/T07PWNi8vLwCAra2tZpuTkxOA+18lqlb9eHWeZ8+eRV5eHgICAjQfRW3fvj2A+1/bUEKtVmPhwoVISEjQjHXv3j0AgKOjo1bbysrKWnnqiqPEsWPHat3BaNasWUblYEh8Q0RHR+Ppp59GSkoKXF1d8fLLL2PHjh0GxaiLrn3m5+eH0tJSJCcno2/fvli9ejWWLVvW4Ng2Njbw8fFBREQEduzYgeTkZLi4uGDVqlU64ynpZ67Yubm5yM/Px8CBA/H73/8ezs7O6NWrF9asWYOysjKsW7dO8fxr2rFjB0aNGqUzv7raLFiwAG+99RbatGlTZ5/du3eDpOantLQUw4YN09pGEqNHj1Z0rBv7ejBnbGFevXr1go2NDb777juzjiP1jxDm01JrXOB/temDX2evPk9Ux9I3TlPVt1u3bsXq1auxYcOGWl+z0pdz69atAQBdunTRO44QwvT01T+KF3muX7+OK1euoE+fPiZLThgmMTERbm5uiImJQceOHbFo0SJUVVXhwoULAOpeGHnQlStXEBERgWnTpiEiIgKjRo3Se4tDY/o8qPrWzvn5+Yr7APevE6JkmxLVY+fk5NR683j27FlFMebOnYs5c+age/fumm1t27YFABQUFGi1vXnzptbj+uI0hDE5mMOePXuwb98+REVFITQ0FN9++y0CAgIwY8aMBt+mU98+s7e3x8CBA3Hw4EE88cQT2L17t8liVwsNDcXSpUuRlZVlUAGopJ+pYt++fRsA4OzsrNXu+eefh5WVFdLT02vFUDJ/kkhMTMSLL75oUJsvv/wSJE12u2klx7qxrwdzxhbmZW9vj4CAAKSlpZltDKl/hDC/lljjAspqU33jNFV9m5WVhXPnzmHr1q0G5yzX3hGiaemrfxT/Vbl06RIA4IknnjBNZsJgoaGhyMjIwNq1a+Hh4YEVK1YgNjZWs7KflZVVb9+SkhKEhYXB1dUVqampGDt2rN4L8BrTp6ZWrVoBAHbu3GlQP1NydXUFcL+AMMbatWsxcOBAREZGaraRRLdu3eDi4oKMjAyt9j/99BMAoH///oriKBEaGlrrBB4bG2twDobGVyouLg5PPfWU5ncfHx98+umnmk/ZGMuQfWZnZ4cRI0agoqLC5LGB+/vIx8cHNjY2CrNX3s8UsX19fWFtbY3MzEytNjY2NnB1da21CKF0/ocPH9YcZ/Wpq83GjRuxdu1arU+HTZ48GQAQEBCArl27GjRXJce6sa8Hc8YW5vfEE09oahRzkPpHCPNriTWuEuYcp6H17dKlSxEWFobZs2drndsaa98IIRpGV/2jeJEnIyMDKpUK3t7eJktMKFdWVobo6GjY29tj1qxZuHTpEgICAnDixAmEhITA0tISCQkJqKqqqtU3Pz8fR48eRWZmJl599VWtj34vNNe9AAAgAElEQVTWtSpfvU1JH32Cg4OhUqmwa9cuLFmyBNevX8ft27dx4MABzddqao4L/O+jqA++Ya/eVv31CACa+da1rbpvUFAQXF1dsWDBAqxatQpXr17FrVu38PXXX2Pu3Lk689+9ezf69Omj+YSCWq1GSkoKoqOjYWtriwkTJuDYsWMoKirS9Pnqq6/g4OCAkSNHKorTEIbkYE62tra13vx26NABdnZ2UKlURsU0Zp9lZmZi6NChZol94sQJ/N///Z+Bs1DWzxSxnZ2dERERgZSUFFy9elXTJjc3F4WFhVqLOYbMf8eOHRg9erTOPOpq89lnn9VaOPzggw8AABcuXMDFixcNmquSY93Y14M5Ywvz69y5c52fVDMVqX+EMK+WWuNW5w7UX4cqGaex69vqrx8DwK5du2Bvb4+xY8dqtivJuWYuNeei9B9uQgjj6ax/lF7c509/+hN79uyptLkwsdLSUtra2nLTpk0sKipiVlYWu3btqrko2htvvEEAHDt2LLOysvjzzz8zPDycAOjm5sYxY8YQACdMmMCioiImJiaye/futLa25vnz55mcnMzNmzcTAJOSkrh161YeOHBAbx8lYmJial1I1cXFhefPnyfJWuPm5ORw//79BMC+ffvy7t27LC8v54svvkgA3Lp1KysrK6lWqzUXfps3bx7VajWrqqo08SIjI1lWVkbyfxeZe/DH2tqaKSkp9ea9fPnyei8E+8UXX5C8f2cdf39/Tpo0icXFxUxKSqKLiwvXrFljUBzy/oWLr1y5QltbWz7//POaOxzooySHhsRX0rf6AoHR0dEsLCzktWvXOG3aNHbr1o3l5eVabSsrK5mUlETg/p24CgsLa42nb59lZ2fTy8uLEydOZHp6OouKihgbG8vAwECteGfOnKG7uztXrFihOLZareb06dP5/vvvs6ysjIWFhdyyZQsnT56sdWHCmrGV9FMae926dXR1deXJkycN6peens5WrVoxLCyMv/76K7OzsxkeHs7Bgwcrnv+DiouL6eXlxbt379Z7bChpU60hd9cilR3rStrUdVyYKrZofDt37qSdnR0rKyvNEl/qHyHMq6XWuGVlZXzuuec0NwioqqrivXv3OHLkSALg5s2befr0aZ3jfPnll41a3965c4dDhw4lAO7YsYOVlZU8ePAgLS0tOWnSJFZUVPD777/XmfP+/fs1805LS9OK/+9//1tTv5eUlDTswBBC6KSj/lF+d60JEyYYdLtjYVqlpaXcuHEjly1bRi8vL/r6+nL58uWaN3gVFRVcuHAhPT096eTkxPHjx3PlypUMCgpiXFwci4qKOH/+fLq4uLB79+7ct28fd+7cSZVKxdmzZ7OyspIFBQXs27cvPT09mZCQQJJ6+ygVGxtLf39/Ojk5cfDgwVonhZrjfvLJJ1onq8DAQA4bNkxr25IlSzh27FitbaNGjdLcoaD658FjdsuWLezUqRMdHBwYHBzMQ4cO1Zvv6tWr630j7OjoqDm5kvdv4T1kyBA6Ojqya9eu3LFjh1Fxqu/Q8ODP6dOnFe1fXTmYIr6Svnv27GHPnj1pa2tLPz8/Tp06lfn5+bViderUqVasB29DrmSflZSUMDw8nI6OjnRwcGCPHj24dOlS3r59W2us77//nm5ubpo380piV1VVcdy4cXRycqKzszP79euneT3oiq2kn9LYsbGxdHV15TfffGNQP5I8f/48w8PD6eTkxDZt2nDWrFmaQsuQ45Ekt27dyrFjx9Y5jiFtqulb5FFCybGur03N586UsUXjS05OJgDm5eWZJb7UP0KYV0utcQcMGKB1Hn3nnXcYEhKitW3Dhg06x4mIiGjU+rZLly616q9FixZpbfvDH/6gM+fg4GBNW09PT86ZM4ckefDgQa04vr6+DTkshBB66Kh/0ixIZZ9LjIiIgLe3N7Zv366kuRBCCCGE2f3444/o1q0bfvjhB5Nd1P5BUv8IIYQQornRUf+cVnxNnvz8fM0t/oQQQgghmoPq2qT6bo6mJvWPEEIIIZobXfWP4kWe4uJinXdXEUIIIYRobNW1ye3bt80SX+ofIYQQQjQ3uuofxYs85eXlsLOzM11WokW7ePGi1q2R6/sZMWJEU6cqhBDiIWZrawtLS0uUl5ebJb7UP0I8WqTGFUK0BLrqH2ulQcrLy2Fra2vSxETL1bVrV4NvMymEEEKYg62treZWxqYm9Y8QjxapcYUQLUV99Y/iT/IAgIWFhckSEkIIIYQwBQsLC7O+KZP6RwghhBDNTX31j+JFHjs7O7N9FFoIIYQQwljl5eWwt7c3S2ypf4QQQgjRHNVX/8giz0Pk8uXLWLRoEXx8fPDLL780dTomVVhYCD8/P6xcubKpUxFCCNGM3Lt3D1VVVbLII4So08NcHwshHl266h/FizwuLi4oLi42aWLCtN58802sXr0aubm5BvXbuHEjioqKzJSVcerKiWSTfmS+vLwcixcvRseOHaFSqdCjRw/8/e9/r/URuby8PIwaNQouLi5o37494uLijIpz7do1vPfee3jmmWcwY8YMg3LVl0ND4yvpm5CQgN69e8PJyQne3t4YN24csrOzAQCffvqpoosaWlhYQK1WK95nn3zyCbp16wYnJyc8/fTTOH78uN65KI0NAH/+85+1crOxsVF022Yl/cwZG7h/h6C//e1vCA4OhpOTE95++22D5n/o0CE89dRTcHBwQPv27bFy5cp6vx5T31iG5lxWVobhw4frnL+SY11Jm8aOLUyn+q4Szs7OZokv9Y8QLdvDVB83hkd13kK0NDrrHyoUERHByZMnK20umsiSJUsIgJmZmYral5SU8LHHHuPNmzfNm5gBmmNOJDl9+nRu376dt27dYlZWFidNmkQAnDdvnqZNcXExH3/8cUZGRrKgoIAnT56ku7s7Y2JiDIpDkpMmTWKPHj0IgNOmTVOcp5IcGhJfSd/du3fT3d2dBw4c4N27d5mdnc2RI0eyS5curKqqYkJCAseNG8e8vDxWVVUxPz+fADhs2DCSZEVFBb/77jv+5je/4c2bNxXts+TkZMbExLC4uJjnzp1jcHAwnZyceP36dZ1zUfp8FBcX083NjQA0P0OHDtW7r5T0M2dskjx+/Dj9/f3ZuXNnbtq0iRkZGVSr1Yrnf/jwYTo6OnLPnj0sLi7mP/7xD1pbW3PGjBkGjWXoXEtLSzXHRH3z13esK309NGZsYVrnz58nAJ47d84s8aX+EaLlexjq48bwqM5biJZIR/2TpniRZ+LEiTqLbdE8xMXFGXQSmzBhAgE0qz/mzTGnvLw8xsfHa22rrKxkQEAAvb29Ndvmzp1LGxsb3rhxQ7Nt6dKltLGxYWZmpuI41SoqKmhnZ2fQIoy+HBoaX0nfMWPG8JlnntHaduzYMVpYWLCoqIjbtm1jYWGh5rGaizzV4uPjmZaWpmifxcbGarXZv38/AfDIkSP1zsGQ5yMmJoYfffRRvbHqo6SfOWOnpKTQwcGBI0aMYFlZmdZjSucfGBjIKVOmaLWbMWMGATA1NVXRWIbkXE3fIo+SY92Q10NjxRamdfjwYQJgXl6eWeJL/SNEy/cw1MeN4VGdtxAtkY76R/kiz4IFCxgYGGjazIRe6enpDAsLo6urK+fPn8/t27czNzdX8/h///tf9uvXjw4ODgwKCuKcOXO0TmK//vorR4wYwdatW9PR0ZF9+/ZlWloaSfKPf/yj1n/TAfD27ds6+yjx008/ccGCBfT29ubly5f57rvv0t/fnx4eHtywYQNJct26dfT396eTkxPnzp2r6VtXTtVvRPv3788//elPDR6j2p49e9izZ0/a2try8ccfN+pN9ksvvcSQkBCS998ce3l5MTQ0VKvNyZMnCYB/+ctfFMWpydXVVfEijDE5GBJfad933nmHFhYWjI6OZkVFBauqqjhp0iTN81dUVKTVvr5Fnjt37rC8vLzOsWvus5qLCitWrGD79u1ZWlqq2Xbu3Dl6eHgwOjpa57xqxr579y69vLzYvn17/uEPf6jz9VBXbCX9lLSpi5J++fn59PDw4ODBg7U+TaPPg/PPysoiAK5du1arzdGjRwlA85wqGcvQuepa5FFyrCt9PdR87kwZW5jfhx9+SDs7O1ZWVpolvtQ/QjQ/LbE+Tk1N5fTp0+nv78+cnBwOGzaMjo6ODAwM1PqHlK5xLl26xPnz57NNmzb89ddfOWzYMLZq1YrffPMNyfpr24sXL3LevHn08vLi1atXuWjRInp4eNDb25uJiYk65y2EaJ501D/KF3m2bdtGlUrFqqoq02YndOrTpw/37t3L0tJSHjlyhB4eHpqT2MmTJ2lvb89Vq1bx5s2bTExMpIODg9ZJrE+fPvztb3/L3Nxcpqen08/Pj08//bQm/sqVK2ut2Ovro89zzz1HGxsbzRvAkydP8ubNmxw6dCgtLS25YMECHjx4kHfu3NF8fDY5ObnenOLj4zVf74iKijLJGNu3b2dYWBgzMjKYn5/PyMhIWlpaan0qQYmAgABu2bKF5P03igA4ZswYrTY3btzQ+/WbB+PUZMgijDE5mGOR5969exw1ahQBsHv37hw9erSmiKhLfYs8utS3zy5fvsyFCxfSz8+PZ8+e1Xrshx9+oLu7O5cvX25Q7HXr1mkVPRYWFly4cKHe2Er6KWlTFyX9Zs6cSQBcsWIFn3zySdrZ2bF79+5MSkpSPP9Tp04RABcsWKDV5urVqwTAUaNGKR7L0LnqWuRRcqwrfT3UfO5MGVuY35///GcGBASYLb7UP0I0Py2xPvb29iYA2tnZcfHixczOzuaPP/7IJ554gnZ2drxw4YLecfr160crKysC4LvvvstTp07R39+fSUlJOmvb0NBQTb+ZM2cyLS2NRUVFDAsLo5ubm+afM3XNWwjRPOmof5Qv8qSkpBAAr169arrMhE53794lAH777beabevXr9ecxAIDAzlkyBCtPtOmTdM6ifXu3ZtxcXGaxydOnEhPT0/N73X9MdfXR4nqhZVLly5ptn322WcEwP3792u2Xbp0iQC4adMmnTnl5ORoLfI0ZAy1Wk0vLy/NyZS8/18TABw9erTiOR49epQ9evRgRUUFSfLQoUMEwLfeekurXUVFBQHwySefVBSnJkMWYYzJwRyLPCRZVVXFF154gZaWllSpVNy7d2+9cQxd5Klvn2VnZ2sWEOzs7Dh37tx696shse/du8crV67w888/58SJE2ltbU0A3Lhxo85YSvqZK3ZlZSU9PT3p4+PDjz76iMXFxUxLS2OHDh1ob2/Pn376SdH8CwoKaGFhwV69emm9yU1PTycATpw4UfFY+nKuXhjU97Nr1y5Fx7qxr0lzxhamN2bMGP7ud78zW3ypf4RoXlpyfRwREUEHBwetGqP6Kxevv/66onHmz59PADx27Jhmm5LatvrTTNnZ2Zo2a9asIQDm5OTUO28hRPOko/5JU3x3rS5dugAAzp8/r7SLaCAHBwd4e3tj0KBBWLBgAa5cuYI333wTbdu2xZkzZ3DmzBmEh4dr9QkKCtL6PTU1FW+88Qa++eYbjBs3Dnv27IFardY5rjF9avLy8gIA2NraarY5OTkBAKysrDTbqh/XF9/T09NkY5w9exZ5eXkICAjQ3N2nffv2AJQf32q1GgsXLkRCQoJmrHv37gEAHB0dtdpWVlbWylNXHCWOHTtW6y5Us2bNMioHQ+IbIjo6Gk8//TRSUlLg6uqKl19+GTt27DAoRl107TM/Pz+UlpYiOTkZffv2xerVq7Fs2bIGx7axsYGPjw8iIiKwY8cOJCcnw8XFBatWrdIZT0k/c8XOzc1Ffn4+Bg4ciN///vdwdnZGr169sGbNGpSVlWHdunWK5t+qVStMmDABp0+fxttvv41bt24hIyMDMTExAIDAwEDFY+nLeffu3SCp+SktLcWwYcO0tpHE6NGjFR3rxr4ezBlbmN6PP/6Irl27mi2+1D9CNC8tuT728/ODpaWlVo0xaNAguLi44LvvvlM0TuvWrQH8728ToKy2ra6bH7zdcvU5zNB5CCGanq76R/EiT5s2beDn56f5AyQaR2JiItzc3BATE4OOHTti0aJFqKqqwoULFwDUvfjxoCtXriAiIgLTpk1DREQERo0aVe9tjxvSpyZLS8WHltHxjB0jPz8fAJCTk1PrzePZs2cVxZg7dy7mzJmD7t27a7a1bdsWAFBQUKDV9ubNm1qP64vTEMbkYA579uzBvn37EBUVhdDQUHz77bcICAjAjBkzcP369QbF1rfP7O3tMXDgQBw8eBBPPPEEdu/ebbLY1UJDQ7F06VJkZWUZVBgp6Weq2PXdVvH555+HlZUV0tPTa8Wob/7vvfce3nzzTbz//vvo1KkT1q5di8LCQtja2uLll182aqyGzBVQdqwb+3owZ2xhWmVlZfjxxx/x5JNPmm0MqX+EaH4etvrYz89P888DfeNYWFjU6q+ktjV1bS6EaDr66h+DXu3BwcFS5DSy0NBQZGRkYO3atfDw8MCKFSsQGxur+S9xVlZWvX1LSkoQFhYGV1dXpKamYuzYsVqr96bq09K4uroCuF8gGGPt2rUYOHAgIiMjNdtIolu3bnBxcUFGRoZW+59++gkA0L9/f0VxlAgNDa11Eo+NjTU4B0PjKxUXF4ennnpK87uPjw8+/fRTzadsjGXIPrOzs8OIESNQUVFh8tjA/X3k4+MDGxsbhdkr72eK2L6+vrC2tkZmZqZWGxsbG7i6utZahNA1f0dHR6xfvx7Xrl3DjRs3sGjRIiQnJyMqKgq+vr4Gj2WKuSo51o19PZgztjCt06dPQ61Wo0+fPmYdR+ofIZqXllwf11VbFBYWon379kaP09DaVgjRsuirfwxe5Dlx4oRJEhP6lZWVITo6Gvb29pg1axYuXbqEgIAAnDhxAiEhIbC0tERCQgKqqqpq9c3Pz8fRo0eRmZmJV199VetjoXX9N6B6m5I+SlT/V776qwsANHnWte3BN+I1c3ow3oPtjB0jKCgIrq6uWLBgAVatWoWrV6/i1q1b+PrrrzF37lyd89q9ezf69OmDF198UZNDSkoKoqOjYWtriwkTJuDYsWMoKirS9Pnqq6/g4OCAkSNHKorTEIbkYE62tra13vx26NABdnZ2UKlURsU0Zp9lZmZi6NChZol94sQJ/N///Z+Bs1DWzxSxnZ2dERERgZSUFFy9elXTJjc3F4WFhVqLOYbM/9q1a3jxxRcRFhaGpUuXGjyWqeaq5Fg39vVgztjCtE6ePAkPDw907NjRrONI/SNE89GS6+Pq/EtLSzW/X7hwAdevX0dkZKSiceqqnZXUtmVlZQB018h11eBCiOZHb/1jyMV9Tpw4QQBaF/US5lNaWkpbW1tu2rSJRUVFzMrKYteuXTUXY3vjjTcIgGPHjmVWVhZ//vlnhoeHEwDd3Nw4ZswYAuCECRNYVFTExMREdu/endbW1jx//jyTk5O5efNmAmBSUhK3bt3KAwcO6O2jT3l5OV988UUC4NatW1lZWUm1Wq25UNy8efOoVqtZVVWlGT8yMlJzC+yaOeXk5HD//v0EwL59+/Lu3bsNHmPt2rW1LuZqbW3NlJSUeue1fPnyei8E+8UXX5C8f2cdf39/Tpo0icXFxUxKSqKLiwvXrFljUBzy/oWLr1y5QltbWz7//PNatwLXRUkODYmvpG/1BbCjo6NZWFjIa9eucdq0aezWrVutW6JXVlYyKSmJwP07cRUWFtYaT98+y87OppeXFydOnMj09HQWFRUxNjaWgYGBWvHOnDlDd3d3rlixQnFstVrN6dOn8/3332dZWRkLCwu5ZcsWTp48WetCxDVjK+mnNPa6devo6urKkydPGtQvPT2drVq1YlhYGH/99VdmZ2czPDycgwcPVjx/8v6t7M+cOcPly5fT09OTs2fP5r1797SeI31jKc35QbrurkUqO9aVtKnruDBVbGFew4YN44gRI8w+jtQ/QjQfLbU+Ju9fANrCwoJTp05lQUEBL1++zH79+vGpp57ivXv3+P333+scZ//+/XzuuecIoNbt23XVtmVlZZp+u3btYlVVFe/du8eRI0cSADdv3qxVMz9Ygwshmh899Y/yu2uR94t0V1dXvXd9EaZRWlrKjRs3ctmyZfTy8qKvry+XL1+ueUNUUVHBhQsX0tPTk05OThw/fjxXrlzJoKAgxsXFsaioiPPnz6eLiwu7d+/Offv2cefOnVSpVJw9ezYrKytZUFDAvn370tPTkwkJCSSpt48+w4YN0zrBLFmyhGPHjtXaNmrUKM3dsap/qt/M1czpk08+0WoXGBjY4DFIcsuWLezUqRMdHBwYHBzMQ4cO1Tun1atX1/tG2NHRUbN4RN6/hfeQIUPo6OjIrl27cseOHUbFqb4LwoM/p0+fVnTs6MrBFPGV9N2zZw979uxJW1tb+vn5cerUqczPz68Vq1OnTrViPXgbciX7rKSkhOHh4XR0dKSDgwN79OjBpUuX8vbt21pjff/993Rzc9O8mVcSu6qqiuPGjaOTkxOdnZ3Zr18/zWtFV2wl/ZTGjo2NpaurK7/55huD+pHk+fPnGR4eTicnJ7Zp04azZs1iSUmJ4vmTpJWVFTt06MBXXnlFk4OhYxmSsyGUHOv62tR87kwZW5iPWq2mi4sL//73vzfKWFL/CNE8tNT6mLy/yKNSqRgXF8dWrVrRxcWF48ePZ0FBgaaNrnGCg4M152lPT0/OmTNHK359te2AAQO0zvHvvPMOQ0JCtLZt2LChznkLIZoXBfVPmgVp2OfxXnjhBVRWVuKzzz4zpJsQQgghhMkkJyfjmWeeQUZGBn7zm9+YfTypf4QQDfXaa6/hww8/RElJSVOnIoRooRTUP6cNvsx6ZGQkkpKSUFxc3PAMhRBCCCGMsG/fPvTo0aNRFngAqX+EEA1XWVmpdU0cIYQwlJL6x+BFnt/97neorKzE559/3qDkhBBCCCGMQRL//ve/8dJLLzXamFL/CCEa4tatW0hNTUVZWRmOHj0qFzcWQhhMaf1j8CKPh4cHBg4ciD179hidnGiZLl68CAsLC70/I0aMaOpUhRBCPMSOHz+O7OxszR3hGoPUP0KIuiitj93c3HD69GkAQP/+/fH+++83ceZCiJZGaf1j8DV5AGDnzp149dVXkZOTgzZt2hidpBBCCCGEoaZMmYJTp07h7NmzjTqu1D9CCCGEaCoK6x/Dr8kDACNGjICTkxN27dplXHZCCCGEEEa4c+cOEhMTMWXKlEYfW+ofIYQQQjQFQ+ofoxZ5HBwc8PLLL2PLli3yfVIhhBBCNJpdu3bh3r17eOWVVxp9bKl/hBBCCNEUDKl/jFrkAYCZM2fi4sWL+OKLL4wNIYRoRJcvX8aiRYvg4+ODX375panTEUIIo2zYsAGvvPIKWrdu3STjS/0jRMvwKNU9BQUF8PX1RXR0dFOnIoQwE0PqH6MXebp164Znn30W69atMzaEEKIRvfnmm1i9ejVyc3MN6rdx40YUFRWZKavm61GdtxDNWVJSEs6ePYuZM2c2WQ5S/wjRMjxKdQ9JzY8ptcR9IcTDyND6x6gLL1f7/PPPMXz4cKSmpqJXr17GhhFCNJKlS5fiL3/5CzIzM9GhQwe97e/cuYOePXsiNTUVbm5u5k+wmXhU5y1EcxceHo6KigocPny4SfOQ+keIlkHqHuPJvhCi+TCw/jHuwsvVhg4dij59+mD58uUNCSOEaCReXl4GtX/jjTdw+fJlM2XTfD2q8xaiOTt+/DiSkpLw9ttvN3UqUv8I0UJI3WM82RdCNA/G1D8NWuQBgEWLFuFf//oXzpw509BQQggDZWRkoH///nBzc0NUVBQ++OADXLt2TfP48ePHERoaCkdHR/Tq1avWyTorKwsjR46Ep6cnVCoV+vXrh9OnTwMApk6divj4eACAu7s7LCwsUFJSorOPEmlpaZgxYwbatWuHK1euYPjw4VCpVAgKCkJKSoqi3NLT0xEVFYW2bdsiKysLw4cPh4eHB06dOgUASExMRGBgIOzs7NC5c2d8/PHHAIBLly5h/vz5aNOmDXJzc/H222+jdevW8PHxwd69e3XOWwjRtJYsWYKwsDA888wzTZ0KAKl/hGgKD2vdo6+uSUlJwYABA6BSqdC2bVu8/vrrmq9RlZWV4cMPP8SgQYMwf/58rbHrq4eqHTx4ECEhIXBwcEDHjh2xfv16nftCCNH4jKp/2EBVVVXs3bs3hw4d2tBQQggD9enTh3v37mVpaSmPHDlCDw8P5ubmkiRPnjxJe3t7rlq1ijdv3mRiYiIdHBwIgJmZmZr+v/3tb5mbm8v09HT6+fnx6aef1sRfuXIlAfDmzZtaY+rqo4+3tzcB0M7OjosXL2Z2djZ//PFHPvHEE7Szs+OFCxf0jtOvXz9aWVkRAN99912eOnWK/v7+TEpK4vbt2xkWFsaMjAzm5+czMjKSlpaWTE1NZWhoqKbfzJkzmZaWxqKiIoaFhdHNzY1qtbreeQshmk5SUhIB8PDhw02diobUP0I0voe17tFV13z11Vd0dnbmZ599xtu3b3PPnj1UqVTs06cP1Wo1//nPf9Ld3Z0AOGfOHM24uuohkty1axe9vb359ddf8+7du5w+fToBcNeuXfXuCyFE4zKy/klr8CIPSSYnJxMAv/zyS1OEE0IocPfuXQLgt99+q9m2fv16TbETGBjIIUOGaPWZNm2aVrHTu3dvxsXFaR6fOHEiPT09Nb/XdYLX10eJiIgIOjg4sKKiQrPt8OHDBMDXX39d0Tjz588nAB47dkyzTa1W08vLS7NQRJK//vorAXD06NEkyTlz5hAAs7OzNW3WrFlDAMzJyal33kKIplFZWcnevXtz+PDhTZ1KLVL/CNF4Hva6p666pqqqio8//jhnzJihFW/JkiUEwPfee48kmZ+fr7XIo68eKisro6enJzdv3qx5/IcffmCrVm37T8QAACAASURBVK24bdu2eveFEKLxNKD+SbM28lNDWgYOHIjnn38e8+bNw7PPPgsrKytThBVC6ODg4ABvb28MGjQIM2bMwIwZM/Dmm28CAM6cOYMzZ85g4sSJWn2CgoK0fk9NTQUAfPPNN9iwYQM+/vhj2Nvb6xzXmD41+fn5wdLSUutvxaBBg+Di4oLvvvtO0TjVtw/s0qWLZtvZs2eRl5eHgICAWmOeP38ewP++n/9gLEdHRwCAWq02aB5CCPPbsWMHzp49iw8//LCpU6lF6h8hGs/DXvfUVdekpqYiIyOj1tewpk6dir/85S84cOAAXn/9dbRu3RoWFhaax/XVQ6dOnUJ+fj6efPJJzfbu3bujoKDAoHkJIcynIfVPg6/JU+2dd97BpUuXEBsba6qQQgg9EhMT4ebmhpiYGHTs2BGLFi1CVVUVLly4AADw9PTU2f/KlSuIiIjAtGnTEBERgVGjRum9/aYxfWqytKz7T4+fnx/u3bunaJwHi5lq+fn5AICcnByt24mSxNmzZ3WOLYRofvLz8xEVFYXXXnutzjcrzYHUP0I0noe57qmrrvn1118BAHfv3tXa7uPjA0dHR1y9erXOMfTVQ3l5eVrthBDNS0PrH5O92+nSpQsWLVqExYsX46effjJVWCGEDqGhocjIyMDatWvh4eGBFStWIDY2Fra2tgDuX2CwPiUlJQgLC4OrqytSU1MxduxYvf+ZMqZPfeoqkAoLC9G+fXujx3F1dQVwvwgUQrR8M2fOhKOjI1asWNHUqdRL6h8hGs/DWvfUx9fXFwA0i1gPsra2xmOPPVZnP331UKtWrQAAO3fu1J20EKJJNLT+Mem/tBcsWICAgABMmTLF4BVuIYRhysrKEB0dDXt7e8yaNQuXLl1CQEAATpw4gZCQEFhaWiIhIQFVVVW1+ubn5+Po0aPIzMzEq6++qvXx4bo+LVO9TUkfQ/IvLS3V/H7hwgVcv34dkZGRisapnldFRYVmW1BQEFxdXbFgwQKsWrUKV69exa1bt/D1119j7ty5mnEBoLKyst5YNecthGh8Bw4cwO7du7FhwwY4Ozs3dTo6Sf0jhPk9zHUPUHdd06tXL/j7+2P37t1ad7fKyclBcXExRo0aVedY+uqh4OBgqFQq7Nq1C0uWLMH169dx+/ZtHDhwAMuWLatzXwghGocp6h+TLvJYW1vj/fffx/Hjx7FlyxZThhZC1GH58uXYvHkzbt26hVu3boEkBg0aBF9fX7z22ms4f/48JkyYgOzsbFy+fBmffPIJACA8PFzz35t//vOfuHXrFvbu3Yv//ve/uHv3Ln788UccOXIE7u7uAO5/J3zbtm2aE72uPkqRxKxZs1BYWIjMzEz88Y9/RHBwMMaPHw8fHx+d4xw4cACHDx8GAOTm5mpi2tvbY+nSpSgvL0dUVBR8fX3h5uaGZ599Fr/73e9QXl6OY8eOAQCSk5NBEmq1WpP34cOHQbLWvK9cuWLkMySEMEZxcTFee+01TJgwAb/73e+aOh29pP4RonE8rHXPnTt36qxr7OzssHr1ahQVFWHs2LG4evUqcnNz8frrr+O5557DiBEj6hxLXz3k5OSExYsXgySWLVuGtm3bwsXFBa+88oomptRCQjQ+k9U/Bl/mWYH58+fTxcWFWVlZ5ggvhCBZWlrKjRs3ctmyZfTy8qKvry+XL1/OqqoqkmRFRQUXLlxIT09POjk5cfz48Vy5ciWDgoIYFxfHoqIizWu1e/fu3LdvH3fu3EmVSsXZs2ezsrKSBQUF7Nu3Lz09PZmQkECSevsoMW3aNKpUKsbFxbFVq1Z0cXHh+PHjWVBQoGmja5zg4GACIAB6enpq3TKUJLds2cJOnTrRwcGBwcHBPHToEElywIABmn4A+M477zAkJERr24YNG+qctxCi8UyZMoWtW7dmXl5eU6diEKl/hDCfh7nuebAWqauu+eijjxgYGEg7Ozu2a9eOCxcuZFlZmVYbKysrzps3T2tbffVQtdjYWPr7+9PJyYmDBw9mWlqa5jGphYRofCaqf9IsSNN/Bq+0tBRBQUHo1KkTDhw4UOeFxIQQj67XXnsNH374odZHj4UQAgC++uorDBkyBHv27MHIkSObOh2DSP0jhKhLY9Q91tbWWLJkCRYvXmy2MYQQ5mPC+ue0WW4z4+DggB07duDQoUNYuXKlOYYQQrRglZWVWtfEEUIIAMjOzsa4ceMwevToFrfAA0j9I4Som7nrnur4PXv2NNsYQgjzMXX9Y7Z7Cf+///f/8M4772Dx4sX48ssvzTWMEKKFuXXrFlJTU1FWVoajR4/KBf2EEAAAtVqNMWPGoFWrVti0aVNTp2M0qX+EEA8yV93zxRdfwNPTEwkJCUhJSUGnTp0QERFhkthCiMZjjvrHLF/XetCECRNw4MABpKamokOHDuYcSgjRhC5evIiAgACD+23duhVTpkwxQ0ZCiJZk+vTpiI+PxzfffIMnnniiqdNpMKl/hHi4NXXdc+bMGURGRuL69esYMGAA3nvvvXpvqS6EaL7MUP+cNvsiz507dxASEgKVSoWvv/4adnZ25hxOCCGEEC3Mrl27MHbs2BZ5HZ76SP0jhBBCCF3MVP+Y55o8D1KpVNi3bx8uXryIOXPmmHs4IYQQQrQg586dwx//+EfMnj37oVngAaT+EUIIIUT9zFn/WC1dunSpSSPWwcPDA7/5zW8QFRUFLy8vBAcHm3tIIYQQQjRz165dw+DBg9G5c2fs3LkTVlZWTZ2SSUn9I4QQQoiazFz/XDP7J3mqjRw5EsuWLcOMGTOwd+/exhpWiIfW5cuXsWjRIvj4+OCXX35p6nTMqqCgAL6+voiOjm7qVIQQJlJcXIyhQ4fCwsICH330EWxsbJo6JbOQ+qfpPIznycLCQvj5+em8e5ux89bV79y5cxg6dCicnZ3Rpk0bzJ8/HxUVFUbOojZzxzenU6dO4Y9//CM6duzY1KmIRtJcj1c5FluGRql/2Mjeeust2tra8quvvmrsoYV4qAwdOpS2trYEwMzMTMX9NmzYwJs3b5ovMTPIz8+nt7c3ly1bZtK4+vZFZGQkAWj9ODg4sH379hw3bhx//PFHrfa5ubmMi4vjoEGDOH36dJPmKsTDpLy8nIMHD6aXlxfT09ObOp1GIfVP43sYz5MFBQX08fHhypUr621j7Lzr65eTk0M3NzcePHiQN2/e5Lx58+jk5MTx48ezQ4cOdHR0ZPfu3fnee++xqqqqzti3bt1iTEwM+/TpQ5VKxUWLFumM7+HhwV9++UVnvkrOuUlJSQwODqa9vT3btWvHFStW1JsjSR45coSWlpa8cOFCrccWL16sVQ9YW1szNzeXPj4+tLCwoIeHh858leazb98+PvHEE1SpVAwJCeF///tfvXFrMrQeqW/ehu4/Q3311Ve16qzqn9WrVxs0n+vXr/Pll1+ms7Mz27Vrx40bNxqczz//+U/26tWLKpWKbdu25dixY5mVlaXVxtjjVUlsfW107a9Vq1YpPhbLysr49ttvK379CtNppPonrdEXeSorKzly5Ei6uLgwLS2tsYcX4qGyZMkSg4q4kpISPvbYY822eG1MSvfFL7/8QkdHR7Zp04ZFRUUsKSnhzp07qVKp6OzszNTUVE3bSZMmsUePHgTAadOmmXsKQrRIlZWVfPnllx+5OkDqn6bxqJ4nDZ23rn4rV66ks7OzVrvp06dz+/btvHXrFrOysjhp0iQC4Lx582rFPH78OP39/dm5c2du2rSJGRkZVKvVOuMroe+ce/jwYTo6OnLPnj0sLi7mP/7xD1pbW3PGjBl1xissLGS7du0IoNZiR3FxMd3c3LTeVA8dOlTz+LBhw/S+sVaST3JyMmNiYlhcXMxz584xODiYTk5OvH79uiG7xqB6pL55G7r/jDF58uQ6FywsLCyYnZ2teD7FxcV8/PHHGRkZyYKCAp48eZLu7u6MiYlRnMvu3bvp7u7OAwcO8O7du8zOzubIkSPZpUsXrcUPY45XJbGVtFGyv5Qci4a8foXpNGL90/iLPOT/VrC8vb0NPvkIIf4nLi7OoCJuwoQJBNDii1dTMGRf+Pr60tfXV2vbihUrahV5JFlRUUE7OztZ5BGiHrNmzXpkP9Ei9U/je1TPk4bOW1e/adOmab1pzMvLY3x8vFa/yspKBgQE0NvbW2t7SkoKHRwcOGLECJaVldU5Zs34htB1zg0MDOSUKVO0ts2YMYMAtP5BU+2VV17hW2+9VeciT0xMDD/66KN685g8ebLeOSjJJzY2Vuvx/fv3EwCPHDmiM3ZdlNYj9c3b0P1nqLKyMj777LM8c+aM1qLf7du3a9VWpO75zJ07lzY2Nrxx44Zm29KlS2ljY6P4NTBmzBg+88wzWtuOHTtGCwsLFhUVabYZc7wqia2vjdL9pe9YNOT1K0yrEeuftEa7Js+DbG1tsXfvXnh5eWHIkCG4du1aU6QhRLOTkZGB/v37w83NDVFRUfjggw+0Xh/Hjx9HaGgoHB0d0atXL1y+fFmrf1ZWFkaOHAlPT0+oVCr069cPp0+fBgBMnToV8fHxAAB3d3dYWFigpKREZx8l0tLSMGPGDLRr1w5XrlzB8OHDoVKpEBQUhJSUFABAeno6oqKi0LZtW2RlZWH48OHw8PDAqVOnAAApKSkYMGAAVCoV2rZti9dffx1FRUUAgLKyMnz44YcYNGgQ5s+frzV2YmIiAgMDYWdnh86dO+Pjjz/WevzgwYMICQmBg4MDOnbsiPXr1+vcF4Z4+umnAQA//vij1nYrKyvY29sbFEuIR0V0dDTWr1+PnTt3YvDgwU2dTqOT+qfhWuJ50traGhYWFrCwsNBs69q1q2ZbSUmJojalpaXYuXMnBgwYgAULFmiNoW/e9dHV79ChQ7CwsMDmzZtRUFCgyaW8vBzjx4/XimNpaYmAgAC0a9dOs+3GjRt46aWXEBoail27dsHOzk6rT33xc3JyAOg/xwP1n3Ozs7Nx5swZdOvWTWv7qFGjAKDW9bG2bNmCPn36ICgoqFas0tJSvPvuu5gzZw6mTJlS53NvaXn/LdX333+PAQMGwMHBAUFBQTh27JhB+bz22mtaj589exbt27dHSEiIZpvS41FJPVLfvA3Zf/qep/oez8vLw4cffoiePXvC2tpa037v3r0YPny44vlUVVUhPj4eISEh8PDw0GwfMmQI1Gq15jWtL9fevXsjOTkZf/3rX1FZWQmS2LZtG6KiouDq6qrzeNX3nOiLraSN0v2l71j09PRU9PpV8twK5Rq9/jH3MpIuV69eZefOndm5c2etj+QJ8ajq06cP9+7dy9LSUv5/9u48rqoC7x/4h32VRQTZFFNREXDDcoPEVNByySm3VNSpcNrUGZt8rGbqmXzKp8nRLB3RFtNyAVtMbRRMw90KEBVNcAFkk002AVnu9/eHP87DFZCLAQcun/frdV8Xzr3n3O85517Oh+89y08//SQODg6SmZkpIiKnT58Wc3Nzef/99+XWrVsSHh4uFhYWWt+4DR06VMaNGyeZmZmSmJgo7u7uMnz4cGX67733Xp1vKBsbpzEuLi4CQMzMzORvf/ub3LhxQy5evCj9+/cXMzMzuXTpkowaNUqMjIwEgPzrX/+Sn3/+Wbp16yZRUVESGRkpnTp1kr1790pxcbHs2rVLrKysZOjQoVJZWSlfffWV2NvbCwBZtmyZ8rqfffaZBAQESFJSkuTk5MjUqVPF0NBQ+XZpx44d4uLiIkePHpXS0lJ56aWXBIDs2LGjwWXRkPr25Fm3bp0AkICAgDrPt7W15Z48RPf4+9//LgYGBrJhwwa1S1Ed88+Da4/byVu3bomXl5fUjt15eXkybNgwASDFxcU6PWfr1q3KIUPLly9XnqfLfNdH1/GeffZZnfZc8PLykk2bNim/L168WADIu+++K35+fmJmZiY+Pj4SFRWlNV59029sG19bfdvcn3/+WQDIihUrtIZnZGQIAJk5c6Yy7NKlS/KHP/xBNBqNfP7553X2aPnwww/rHBrz+uuv15kHc3NzWbVqlWRmZsrZs2fF29tbrKysJC0trUn1iIhcu3ZNXn/9dXF3d5dz585pPdaU9+P98sj95lvXehtbT01ZjzUee+wxyc7O1nl+Lly4IABk9uzZWsNzc3O19rhurJaKigqZOXOmABAfHx+ZNWuWhIeH16mhvvdrY+tEl2nr+vqNLa/G3osNuffz+yDrjuqnQv5R53Ct2rKyssTX11c8PDzkypUrapdDpJrS0lIBIL/88osybN26dUp4HThwoEyYMEFrnEWLFmmFsSFDhsj69euVx+fPny+Ojo7K7/WF18bG0cXEiRPFwsJCqqqqlGGHDx8WAPLCCy+IiMhrr70mAOT48ePKczQajXh6etY5vrvmnAA1fwxzcnK0mjyVlZXi5OSkFcJSUlIEgMyaNUvKy8vF0dFRwsLClMfPnz8vnTt3lk8++aTBZdEQNzc36dq1q2RnZ0tpaans2bNH7O3txcDAQPbs2VPn+WzyEGl78803xcDA4IFOhKmvmH+arj1vJ1955RWtBo6IyBtvvKE0cHR9TlpaWp0mjy7zXR9dx9OlyXPs2DHx9fVVckB1dbU4OjqKq6ur7N69W4qKiiQ2NlZ69Ogh5ubmWu/5e6ff2Db+XvVtc/Py8sTAwEAGDx6sdT6VxMREASDz588XkbuHUAYHB0tWVpaISL1NnoqKCklPT5cffvhB5s+fL8bGxgJA6+9Zfcvo7NmzYmBgIEuWLNG5HhGRGzduKA0lMzMzefXVV7XyVVPejw3lkcbmW5d6G1tPTV2PIiJXr16ViRMn1vtYQ/Nz6NAhASBLlizRGl5VVSUAxM/PT+daNBqNPPnkk2JoaChWVlYSERFRp4b61rUu60SXaevynNrqW16NvRfrc+/n90HWHdVPpfyjzuFatXXt2hXR0dFwcnLCmDFjkJSUpHZJRKqwsLCAi4sLxowZgxUrViA9PR2vvPIKnJ2dER8fj/j4eAQFBWmNc+/utTExMXjxxRdx5swZzJ07F7t27UJlZeV9X/dBxrmXu7s7DA0NYWRkpAwbM2YMbGxs8OuvvwIAunTpAgDo27ev1msnJSVh4MCBWtMLDQ0FAOzfv18Zt/Yu7OfOnUN2dja8vLyU3WU9PDwAAAkJCfj555+Rk5MDPz8/ZRwfHx/k5eXh2WefbdK81SgpKcGsWbPg7OyMhQsXwtfXF1FRUZgyZcoDTY+oIxARLF26FO+99x4+//xzvPTSS2qX1GYw/zRde95Ompqa1hl276EnujzH0dFR63dd5/teDzpefSorK/H6669j+/btSg7IzMxETk4OAgMD8dRTT6FTp04YPHgwVq9ejfLycnz44YcNTq+xbbwuOnfujJCQEMTFxeHNN99EYWEhkpKSsGrVKgBQcseKFSuwZMkSdO3atcFpmZiYwNXVFRMnTsSWLVtw5MgR2NjY4P33379vDQMHDkS3bt0QHx+vcz3A3UxVVlaGI0eOYOTIkfjggw/wj3/8Q3m8Od6Pjc23LvU2tp4eZD1u2bJFOSRMVxUVFQAAS0tLreHV1dUA7n6udK1l5cqVGD58OKKjo2Fra4sZM2Zgy5YtjdagyzrRZdpNfX1dl1ft9+K96vv8NsdnsKNTO/+o3uQB7h73HBkZCTc3NwQEBOD8+fNql0SkivDwcNjZ2WHVqlV46KGH8MYbb0Cj0eDSpUsA6oa7e6Wnp2PixIlYtGgRJk6ciJkzZ0JEmn2ce9Uc/3svd3d3ZeNbu0lTIyUlBQBQWlqqNdzV1RWWlpbIyMio9zVycnIAAGlpaRARrVvNhqn285qDnZ0dfvzxRxQWFiIvLw/R0dEYO3Zss02fSN9oNBo8//zz2LBhA3bu3In58+erXVKbw/zTdO11O9lc7t3e6jrf93rQ8erz6quvYtmyZfDx8VGGFRcXAwA6deqk9dzJkyfDyMgIiYmJDU6vsW28rjZs2IBXXnkFn376KXr16oU1a9YgPz8fpqammDFjBg4ePAgRwcSJE5syu/D398fbb7+N1NTURpsrjo6OyjkGG6unNnNzcwQGBuI///kP+vfvj507dyqP/d73o67z3Vi9ja2npq5HEUF4eDimTZum87wAgLOzMwAgLy9Pa/itW7eUx3WpZdeuXfjmm2+wfPly+Pv745dffoGXlxdefvll3Lx58741NLZOdJl2U1+/qcur9nuxtvo+v831Geyo2kL+aRNNHuDuP1AHDx5E7969MXbsWJw9e1btkohanb+/P5KSkrBmzRo4ODjg3Xffxdq1a5Vv91JTUxsct6SkBAEBAbC1tUVMTAzmzJnT6An3HmSchtQXMPLz85XOf33c3NwA/F/YrM3Y2Bg9e/asd7yak9SFh4fX+3jnzp0BANu2bbt/0UTUIqqqqhASEoIvv/wSX3/9NZ5++mm1S2qzmH+apj1vJ1uCLvPdnOPda82aNQgMDMTUqVOVYSICNzc3GBsb4/r161rPNzExga2trfKPeX0a28brytLSEuvWrUNWVhZyc3Pxxhtv4MiRI1i+fDnc3Nzw8ccfY82aNcqeCgYGBli4cCEAwMvLC/369Wtw2v7+/nB1dYWJicl9a8jIyEDv3r11qqc+ZmZmePrpp1FVVQWged6Pus53Y/U2tp6auh4PHz4Mb29v2NjYNGl+asa5d2/IK1euAAAeffRRnWpZv349HnnkEeV3V1dXfP/998peVQ3RZZ3oMu2mvn5Tl1ft92KNhj6/zfUZ7IjaSv5pM00eALCxscHBgwfh6+uL0aNH48CBA2qXRNRqysvLsXLlSpibm2Pp0qW4fPkyvLy8cOrUKQwbNgyGhobYvn07NBpNnXFzcnJw7NgxXL9+HX/84x+1Dpuq3Xyp2ZumZpgu4zSl/rKyMuX3S5cu4ebNm8qGo6bumqACAIMHD0a3bt2wc+dOratbpaWloaioqMFdUAcNGgRbW1usWLEC77//PjIyMlBYWIijR4/i1VdfxcMPPwwrKyvs2LEDb731Fm7evIni4mLs379f2eX53mVBRM2jsLAQTzzxBL799lt8//33mDx5stoltXnMP7ppz9vJmmZA7W1dzTaz5ltzXZ5Ts+dIzbZUl/muT1PGq6iowJ07d+o8Z+fOnRg6dKiyJ0FlZSWio6OxcuVKdOrUCRMnTkR0dLTWXrmZmZnIz8/X+qfy3uk3to1/EFlZWZg2bRoCAgLw9ttvAwD27t1bZy+Fzz//HMDdDPPbb781OL1Tp07hL3/5y31f8/Tp08jMzKxzJaOG6mnI9evX8fjjjwNonvfjg8x3ffU2tp6auh63bNmCWbNm6TwfNUxNTRESEoLjx49r7akSGRkJCwsLTJ8+XadaTE1N6zSKevToATMzM1hZWSnD7n2/6rJOdJm2rq9foynLq7734v0+vy3xGewI2lT+ab7z+zSfO3fuSEhIiBgZGcm6devULoeoVZSVlYmpqals3LhRCgoKJDU1Vfr166ecyO3FF18UADJnzhxJTU2Vq1evSlBQkAAQOzs7mT17tgCQkJAQKSgokPDwcPHx8RFjY2NJSEiQI0eOSFhYmACQqKgo2bx5s+zfv7/RcXSxaNEiMTAwkNDQUMnLy5Nr167JqFGj5JFHHpGKigopKSmR4OBgASCxsbFa4+7atUsAyJQpUyQ9PV0yMjJk0qRJEhwcrHWyPyMjI62ra61Zs0brahcAxNjYWKKjo0VEZNWqVXUet7GxkYSEBBGROsuioSsOXL9+XSwtLcXS0lKSk5Pvuxw0Go2kp6eLqampTJ48WcrKynRafkT64saNGzJo0CBxcXGRn3/+We1y2h3mn/trz9vJzZs3CwBZu3atlJSUyCeffCJjxowRAMpFAXR5zr59+wSAjBw5UkpLS3Wa71WrVtVbky7jpaWlSY8ePQSAHD58WBn3nXfeqbONrbkdOHBARO6epLdz584SEBAgKSkpcuPGDQkKCpLx48cr02lo+o1t40Ua3+bevn1b4uPj5Z133hFHR0f585//LBUVFfddT/eegLiyslJeeukl+fTTT6W8vFzy8/Nl06ZNsnDhQq2M8re//U256lZmZqacO3dO+vXrJ88++6zO9dy4cUOcnJxk/vz5kpiYKAUFBbJ27VoZOHCg5Ofni8jdE+jq8n5sah6p74TTuiy/xtaTLutRRKSoqEicnJyU9/S9Gpuf3Nxc6datmyxYsECKiookKipKbGxsZPXq1TrXunfvXgEgK1eulPz8fMnKypJFixaJt7e33LlzR0Tqf7/qsk50mbYuz9FleenyXtTl86vruqO72lj+Uf/qWvezdu1aMTQ0lNDQUKmsrFS7HKIWVVZWJh9//LH84x//ECcnJ3Fzc5N33nlHCRFVVVXy+uuvi6Ojo1hbW8u8efPkvffek0GDBsn69euloKBAXnvtNbGxsREfHx/55ptvZNu2bWJlZSV//vOfpbq6WvLy8mTkyJHi6Ogo27dvFxFpdBxdLFq0SKysrGT9+vXSuXNnsbGxkXnz5kleXp6IiHIJWADi6Oio1awREdm9e7cMHDhQzMzMpHv37vL6669LeXm51nOMjIzkr3/9q9awTZs2Sa9evcTCwkIefvhhOXTokNbja9eulW7duom1tbWMHz9eq8FU37K419SpU+ts4J544okGl8OyZcvqPD8uLq7xBUikB06fPi1du3YVX1/fRhuidH/MP/Vrz9vJ0tJS+cMf/iDm5ubi7e0tR44ckZUrV8rw4cPl008/lZKSkkaf8+WXX2ptXwYOHKjzfNensfEOHDhQZ5vWq1cv+eCDDxr8B9HS0lJr+52QkCBBQUFibW0tXbt2laVLl0pJSYmIiJw6dare6ddobBvf2DbXyMhIevToIc8884ycOXNGp/V0b7NDo9HI3LlzxdraWjp16iSjRo2qNzNoNBrZvHmz9O/fX0xNTaVfv36yYcOGOl9W3a+efir7cQAAIABJREFUkpISCQoKEktLS7GwsBBfX195++23lSur1dDl/djUPFJfk0fX5dfYemrscZG7TdA5c+Y0+Bq6zM+1a9dkwoQJYmlpKf369ZMtW7Y0udZdu3bJgAEDxNTUVNzd3SU0NFRycnJE5P7vV13Wyf2mrcvr67q8GnsvNuXzq8u6ozaZf2INRNr2sQq7d+9GSEgIHn30UYSHhzf5OE0ianl/+tOf8OWXX2rtYt7cjI2N8dZbb+Fvf/tbi70GET2Yr7/+GiEhIQgICMCuXbuU4/npwTH/EBERtW1tNP/Etalz8tTn6aefxpEjR3D27Fn4+/v/7hPEEVHzq66uVi5V2ZLTHzBgQIu9BhE9mA8//BAzZszA3LlzsW/fvrYScNo95h8iIqK2qy3nnzbf5AHunhzu119/hZGREYYOHYrIyEi1SyKi/6+wsBAxMTEoLy/HsWPHmu1ExgcOHICjoyO2b9+O6Oho9OrVq8mXOSWillNcXIzZs2dj2bJlWLNmDcLCwmBsbKx2WXqF+YeIiKhtaQ/5p100eQDA3d0d0dHRCAwMxOOPP4533nmn3qsBEFHz+O2337Qur9nQzc7ODnFxcQDuXqby008/bZbXd3FxgZWVFZ599lm8//77iIyMVC75SkTqio+Px9ChQ3HkyBFERkZi8eLFapekt5h/2i5dt5NqXUKXiIiaV3vJP23+nDz12bRpE1555RX4+/vjq6++grOzs9olERERdQhbt27FCy+8gKFDh2LHjh1wdXVVu6QOg/mHiIhIHe0o/7T9c/LUJzQ0FCdPnkRycjKGDh2KEydOqF0SERGRXisvL8fzzz+PBQsW4LnnnsOhQ4facsDRS8w/REREras95p922eQBAD8/P8TGxmL48OEIDAzE22+/zd2XiYiIWsDly5fxyCOPICIiArt378aHH34IExMTtcvqkJh/iIiIWkd7zT/ttskDALa2toiIiMDKlSvxP//zP3j88ceRnp6udllEOrt27RreeOMNuLq6Ijk5We1yVJGfnw93d3e89957apdCRPcQEWzYsAF+fn6wtLTEuXPn8Ic//EHtsjo85h9q75h/mH+I2rL2nn/adZMHAAwMDLB8+XIcPXoU165dg6+vL7788ku1yyLSySuvvIIPPvgAmZmZTRrv448/RkFBQQtV1fpEBAYGBq32etnZ2Zg5cyZsbGzg4eGB9evX6zReVlYWNmzYgMceewwvv/xyncejoqIaPPHm6tWrW6QmopZy48YNBAcHY8mSJViyZAmOHj2K7t27q10W/X/MP9SeMf/cxfzD/ENtj17kH9EjpaWlsnz5cjE0NJTHH39cMjIy1C6JqFFvvfWWAJDr16/r9PySkhLp2bOn3Lp1q2UL01NFRUXi6ekpU6dOlby8PDl9+rTY29vLqlWrGh13wYIF4uvrKwBk0aJFdR5fuHChAKhzMzAwkBs3brRITUQtITw8XDp37iy9evWSY8eOqV0ONYL5h9oj5p/WxfxD1Dg9yT+xetXkqXHs2DHp1auXODo6ytdff612OUT3tX79+iaFnJCQEAHAkPOAXn31VTExMZHc3Fxl2Ntvvy0mJiY6rYOqqioxMzOrE3LKy8tl7NixEh8fL5WVlcrw4uJiefzxx1u0JqLmcvPmTZk2bZoYGBhIaGiolJSUqF0SNQHzD7UnzD+ti/mHqGF6ln9i2/3hWvXx9/dHbGwsJk+ejKeeegohISF6tWsntW1JSUl49NFHYWdnh+XLl+Pzzz9HVlaW8vjJkyfh7+8PS0tLDB48GNeuXdMaPzU1FdOnT4ejoyOsrKwwatQoxMXFAbh7ZZWtW7cCAOzt7WFgYICSkpL7jqOLfv36ae1a+9tvvwEAPvjgA2XY7t27AQDh4eEYOHAgzMzM0KdPH3z99dcAgMTERCxfvhzOzs5ITU3FpEmT4ODggJ9//rnBZVJWVoZt27Zh9OjRWLFihVZN0dHRGD16NKysrODs7IwXXnhB+RxfvnwZr732Grp27YrMzEy8+eab6NKlC1xdXREREdHgfGo0GmzduhXDhg2Dg4ODMnzChAmorKxUlu39GBkZwdzcvM7w7OxsfPnllxgwYACMjY2V4REREZg0aVKL1kTUHL7++mv4+PggLi4Ohw8fRlhYGKysrNQui5qA+YfUxPzD/MP8Q+2RXuYftdtMLe3AgQPi5uYmzs7O8sUXX4hGo1G7JNJzQ4cOlYiICCkrK5OffvpJHBwcJDMzU0RETp8+Lebm5vL+++/LrVu3JDw8XCwsLLS+yRo6dKiMGzdOMjMzJTExUdzd3WX48OHK9N97770632Q1Nk5jsrOzJTAwUADI3r17leEajUZefvll2bx5s2g0Gvnss88kICBAkpKSJCcnR6ZOnSqGhoYSExMjo0aNEiMjIwEg//rXv+Tnn3+Wbt26SVRUVIPLZOvWrWJnZycAZPny5crrRkZGSqdOnWTv3r1SXFwsu3btEisrKxk6dKhUVlaKv7+/8lqLFy+W2NhYKSgokICAALGzs9P6Jqm2CxcuCACZPXu21vDc3FwB0Og3TjVsbW3r3V25Po899phkZ2c3+Hhz1UT0oNLS0mTevHkCQObNmydFRUVql0TNgPmHWhvzD/NPbcw/1Nbpcf7Rz8O17pWfny+LFi0SQ0NDGTt2rFy+fFntkkhPlZaWCgD55ZdflGHr1q1TQs7AgQNlwoQJWuMsWrRIK+QMGTJE1q9frzw+f/58cXR0VH6vL+Q0No4uzp8/LwBk8+bNWsMXLFggIiKVlZXi5OQkly5dUh5LSUkRADJr1iwREXnttdcEgBw/flznZZKWlqYVcjQajXh6esrLL7+sVUfNsfsbNmwQEZFly5YJAK1jvVevXi0AJC0trd55PHTokACQJUuWaA2vqqoSAOLn56fDktI95Fy9elUmTpx43+c0V01ETVVRUSHvv/++WFlZSd++feXQoUNql0TNjPmHWgvzD/NPbcw/1JZ1gPyjn4dr3cve3h4bN27EL7/8gqKiIvj4+GDJkiW4ffu22qWRnrGwsICLiwvGjBmDFStWID09Ha+88gqcnZ0RHx+P+Ph4BAUFaY0zaNAgrd9jYmLw4osv4syZM5g7dy527dqFysrK+77ug4xzLx8fH4wdOxYbN25UhsXGxmL48OEAgHPnziE7OxteXl7KLsweHh4AgISEBABAly5dAAB9+/bVaZkAgKOjY515SUpKwsCBA7WGh4aGAgD2798PAHBycgIArV2HLS0tAaDBea+oqNB6Xo3q6moAgKmpaUOL54Fs2bIFM2fOvO9zWrsmIgA4fvw4hgwZgrfeeguvvvoq4uPjMXbsWLXLombG/EOthfmH+ac25h9qqzpK/ukQTZ4aQ4YMwenTp/Hxxx9jy5YtGDBgAH744Qe1yyI9Ex4eDjs7O6xatQoPPfQQ3njjDWg0Gly6dAlA3Y36vdLT0zFx4kQsWrQIEydOxMyZMyEizT5OfZYuXYqYmBicOnUKALBjxw7MnTsXAJCTkwMASEtLg4ho3c6dOwcADV4GtKFlAgCGhtp/hlJSUgAApaWlWsNdXV1haWmJjIyMesfTRU2wysvL0xp+69Ytrcebg4ggPDwc06ZNazM1EeXn52PJkiUYPXo0nJycEBcXh7fffhtmZmZql0YtiPmHWgPzT13MP22jJqKOln86VJMHuPuHMTQ0FJcuXYKfnx+eeOIJTJ8+HampqWqXRnrC398fSUlJWLNmDRwcHPDuu+9i7dq1yjcS93uvlZSUICAgALa2toiJicGcOXPqPcnd7x2nIU888QQ8PT3x8ccfo7CwEBYWFsqJx2xtbQHcDSxN1dAyqY+bmxsAKKGwNmNjY/Ts2bPJr1/D29sbNjY2SEpK0hp+5coVAMCjjz76wNO+1+HDh5XXays1UcdVXV2NTZs2oU+fPvjmm28QHh6OH3/8UetbZ9JvzD/U0ph/6mL+aRs1UcfVUfNPh2vy1HB1dUV4eDgOHDiA+Ph49OvXDytWrEBRUZHapVE7Vl5ejpUrV8Lc3BxLly7F5cuX4eXlhVOnTmHYsGEwNDTE9u3blW9xasvJycGxY8dw/fp1/PGPf4SRkZHyWO1vpWq+LaoZpss4ujIwMMDixYuxe/durF69GgsWLFAeGzRoEGxtbbFixQq8//77yMjIQGFhIY4ePYpXX30VAJT5qqqq0mmZAP+3a3HNOIMHD0a3bt2wc+dOlJSUKNNJS0tDUVGRsvtveXk5gP/brbeh16/N1NQUISEhOH78uNYVZyIjI2FhYYHp06c3eZk1ZMuWLZg1a1ajz2vNmqhjOnjwIAYPHoyXX34Z8+fPx8WLF/HUU0+pXRaphPmHWgLzD/NPDeYfais6dP5p3XMAtU0VFRUSFhYmTk5O4uDgIKtWrZI7d+6oXRa1Q2VlZWJqaiobN26UgoICSU1NlX79+iknBXzxxRcFgMyZM0dSU1Pl6tWrEhQUJADEzs5OZs+eLQAkJCRECgoKJDw8XHx8fMTY2FgSEhLkyJEjEhYWJgAkKipKNm/eLPv37290nKYoLi4WOzs7mTx5cp3H1qxZIwC0bsbGxhIdHS0lJSUSHBwsACQ2NlbnZbJv3z4BICNHjpTS0lIREdm1a5cAkClTpkh6erpkZGTIpEmTJDg4WDQajZSXlyuvtWPHDtFoNFJRUSHTp08XABIWFtbglWRyc3OlW7dusmDBAikqKpKoqCixsbGR1atXK8/58MMPxdbWVk6fPq01rkajkfT0dDE1NZXJkydLWVlZva9RVFQkTk5OyvzUVt+0damJqKkuXrwokyZNEgAybtw4OX/+vNolURvD/EPNhfmH+UeE+YfaBuafDnJ1LV3l5+fL8uXLxdzcXPr06SPh4eFql0TtTFlZmXz88cfyj3/8Q5ycnMTNzU3eeecdZYNbVVUlr7/+ujg6Ooq1tbXMmzdP3nvvPRk0aJCsX79eCgoK5LXXXhMbGxvx8fGRb775RrZt2yZWVlby5z//WaqrqyUvL09Gjhwpjo6Osn37dhGRRsdpqmXLlsnBgwfrfWzTpk3Sq1cvsbCwkIcfflg5I/2wYcOU4OPo6CjLli1rdJl8++23WoFp4MCByuvs3r1bBg4cKGZmZtK9e3d5/fXXpby8XERERo8erTXeP//5T63XByAfffRRg/N37do1mTBhglhaWkq/fv1ky5YtWo+vXbtWbG1t5cyZM3WWy70hLy4urs70N2/eLHPmzKn3tRuadmM1EekqPT1dQkNDxcjISPz8/Jr8jw51PMw/9Hsx/zD/iDD/kLqYfxSxBiIPsE+jnktNTcWbb76JL7/8EsOHD8cHH3yAkSNHql0WERFRg0pLS/HRRx/h3XffhY2NDf72t7/hueeee6CTdFLHxPxDRETtDfNPHXEdds7vp3v37ti6dStOnDgBAwMDBAQEYPbs2fWeCI2IiEhN5eXl+Oijj9C7d2+89957WLFiBZKSkhAaGtqRAw49AOYfIiJqL5h/Gtax574RI0aMwPHjx7Fr1y6cP38ePj4+mDNnDn777Te1SyMiog7uzp07+Pjjj9G7d28sX74cM2fORFJSEv7rv/7rga8wQwQw/xARUdvF/NM4NnkaYWBggKeffhrnzp3Dd999h4sXL8Lb2xszZszA5cuX1S6P6L5+++03GBgYNHp7+umn1S6ViHRUUVGBrVu3on///li2bBmeeOIJ5RK9jo6OapdHeoL5h9oz5h8i/cP8ozuek6eJNBoNvv76a/z9739HYmIinnrqKaxcuRJ9+vRRuzQiItJjlZWV2LFjB/77v/8baWlpWLBgAf7+97/Dzc1N7dKoA2D+ISIiNTD/NBnPydNUhoaGmD59Oi5cuIAvvvgC8fHx8Pb2xsKFC7kbMxERNbvy8nJs3LgRnp6eCA0NxYQJE3D16lWEhYUx4FCrYf4hIqLWxPzz4NjkeUBGRkaYO3cuLl68iM8++wwnT56Et7c3nnzySZw4cULt8oiIqJ3Lz8/HypUr0aNHDyxduhQTJ05EUlIS1q9fD3d3d7XLow6K+YeIiFoS88/vx8O1molGo8H+/fvxv//7vzhx4gT8/PywePFizJkzB0ZGRmqXR0RE7URKSgr+/e9/Y+PGjRARLFiwAK+99hq/taI2ifmHiIiaA/NPs4ljk6cFxMTE4MMPP8T27dvh4eGBxYsXIzQ0FBYWFmqXRkREbVR8fDxWr16NHTt2wNHREaGhoVi6dCns7OzULo1IJ8w/RETUVMw/zY5NnpZ0+fJlrF69Glu3boWdnR1eeeUVLFq0CF26dFG7NCIiagNEBFFRUfjnP/+JQ4cOYdCgQXj11VcxY8YMmJiYqF0e0QNh/iEiovth/mlRbPK0hqysLHz00Uf497//jbKyMsyYMQMvvvgihg0bpnZpRESkgoKCAmzZsgX//ve/kZiYiHHjxuGvf/0rgoKC1C6NqNkw/xARUW3MP62CTZ7WVF5ejvDwcKxduxZxcXEYMmQIFi1ahDlz5sDKykrt8oiIqIXFxsYiLCwMX331FQwNDTF79my89NJLGDBggNqlEbUY5h8ioo6N+adVscmjlpiYGGzatAnbtm2DqakpZs6ciSVLlqB///5ql0ZERM2ooqICe/bswaZNm3Do0CH07dsXCxcuRGhoKOzt7dUuj6hVMf8QEXUMzD+qYZNHbdnZ2fj0008RFhaGGzduYPz48XjhhRfwxBNPwNjYWO3yiIjoAV29ehWbN2/GZ599hoKCAkybNg0vvPACAgMD1S6NSHXMP0RE+on5R3Vs8rQV1dXV2LdvHzZs2ICoqCg4OTlh7ty5WLhwIby9vdUuj4iIdFBSUoLdu3fj888/x7Fjx+Di4oLQ0FCEhobCxcVF7fKI2hzmHyKi9o/5p01hk6ctSktLw1dffYXNmzfj6tWr6N+/P0JCQvDss8/yyhRERG1QzSEoO3bswJ07dxAUFISQkBA8+eSTvEoEkY6Yf4iI2hfmnzaJTZ62TKPR4OTJk9i2bRu2b9+OyspKjB8/HiEhIZg2bRp3ZyYiUlF6ejq+/PJLfPLJJ7hy5YryD+nChQvh5OSkdnlE7RbzDxFR28X80+axydNeFBUVITw8HJ9//jlOnjwJd3d3zJs3D7Nnz4avr6/a5RERdQhFRUXYs2cPtm3bhh9//BGdO3fGnDlzsHDhQgwcOFDt8oj0DvMPEZH6mH/aFTZ52qPLly9jy5Yt+Oqrr3Djxg30798fs2bNwsyZM9GnTx+1yyMi0iulpaXYt28fdu3ahR9++AEajQbBwcFYsGABJk2aBFNTU7VLJOoQmH+IiFoP80+7xSZPexcTE4OtW7ciIiICmZmZ6N+/P6ZPn465c+eid+/eapdHRNQu3blzB5GRkYiIiMB3332H27dvY8SIEZg+fTpmz57N3ZGJVMb8Q0TU/Jh/9AKbPPqi5vj1iIgI7Ny5E9nZ2crxkfPmzYOrq6vaJRIRtWnV1dU4deoUIiIisH37duTn5yvBZubMmXB2dla7RCK6B/MPEdHvw/yjd9jk0UeVlZWIjIzErl27sGfPHty+fRsjR47E1KlT8eSTT6JXr15ql0hE1CaUlpYiKioKe/bswd69e5Gbm4tHHnkEM2fOxIwZM+Du7q52iUSkI+YfIiLdMP/oNTZ59F15eTn+85//4Ntvv8X+/fuRn58PHx8fTJ06FVOnTsXQoUNhYGCgdplERK0mNzcXe/fuxZ49exAVFYXy8nIMHz4cU6dOxdNPP42ePXuqXSIR/U7MP0RE2ph/Ogw2eTqSml3x9u3bh2+//RaJiYlwdHTEhAkTMH36dAQFBcHMzEztMomIml1ycjL27NmDffv2ITo6GkZGRvD398ekSZMwffp0HtJBpMeYf4ioo2L+6ZDY5OnIzp49iz179mDPnj2Ii4uDra0tJkyYgMcffxzBwcHo2rWr2iUSET2QqqoqnDp1CgcOHMD333+PCxcuwN7eHk888QSmTp2KCRMmwNraWu0yiUgFzD9EpK+Yfwhs8lCNlJQU7NmzB99//z2OHz+OiooKDBo0CMHBwZgwYQJGjhwJExMTtcskImpQSkoKDh48iAMHDuDHH39EUVERevbsqQSb0aNHw9jYWO0yiagNYf4hovaO+YfuwSYP1VVaWoqTJ0/i0KFDOHToEGJiYmBpaYmRI0di3LhxmDJlCry8vNQuk4g6uLKyMpw4caLBv1Xjxo2Dn5+f2mUSUTvB/ENE7QHzDzWCTR5q3NWrV5Xu8JEjR1BSUoI+ffpgwoQJGDduHAICAmBnZ6d2mUSk5zQaDeLj43HkyBEcPHgQR48eRXl5OQYMGIDg4GAEBwfD39+f59YgombB/ENEbQHzDzURmzzUNBUVFThx4gQOHDiAgwcP4ty5czA0NMSgQYMQGBiIwMBABAQEwNbWVu1Siaid02g0OH/+PH766SccOXIEx44dQ35+PhwcHDB27FhMmDABwcHBPGkgEbU45h8iai3MP/Q7sclDv09xcTHOnDmj7C4YFxcHAwMD9O3bF/7+/soug/b29mqXSkTtwLVr15S/J4cPH0ZeXh46deqEYcOGKX9PBg8eDENDQ7VLJaIOjPmHiJoT8w81IzZ5qHnl5OQgOjoa0dHROHLkCC5evAhDQ0P4+flh9OjRGDVqFIYPH84rVxARKisrERcXh1OnTuHYsWOIjo5Gbm4u7O3tERAQgDFjxiAwMBADBgxgqCGiNo35h4h0xfxDLYxNHmpZ2dnZiI6Oxk8//YSjR4/i4sWL0Gg06NmzJ0aOHInhw4dj5MiR8PX15VnfifRcVlYWTp8+jZMnT+LUqVOIiYlBWVkZHBwcMHLkSIwZMwajR4/GoEGDGGqIqF1j/iGiGsw/1MrY5KHWVVxcjPj4eJw4cQLHjx/HqVOnkJeXBysrKwwaNAh+fn7w9/fH6NGj4eTkpHa5RPSAqqur8dtvvymf9ZiYGFy6dAkigp49e2LUqFHw9/fHqFGj4OXlxVBDRHqN+YeoY2D+oTaATR5Sl0ajwaVLl3Dq1CmcPHkSp0+fxm+//QYRgaenJ/z8/DBkyBAMGTIEfn5+vIoFURtUXV2NS5cuITY2FjExMYiNjUVsbCxKS0thZ2eH4cOHY8SIERgxYgSGDRsGGxsbtUsmIlIV8w9R+8f8Q20UmzzU9uTn5+P06dM4c+aM8kczMzMTANCzZ886wcfBwUHliok6jqqqKiQkJGgFmvj4eJSWlsLMzAwDBgyAn58fhg4dihEjRqBfv378loqISAfMP0RtF/MPtSNs8lD7kJmZqfVHNSYmBmlpaQAADw8PJfj4+vrCx8cHDz30EAwMDFSumqh9KywsxMWLF3H+/HmcPXsWMTExOHfuHMrLy2FhYYGBAwcq/2wMGTIE3t7eMDExUbtsIiK9wfxD1PqYf6idY5OH2q/s7Ow6u0cmJycDAKysrNC/f3/4+voq997e3nBzc1O3aKI2qKysDJcuXcKFCxeQkJCA8+fP4+LFi0hJSQEAWFtbK4GmJtR4eXnxZKFERCpg/iFqHsw/pKfY5CH9UlxcrPyRTkhIwIULF3DhwgXcvHkTAGBvbw8fHx94e3vD19cXXl5e6Nu3L1xdXVWunKjllZaWIikpCZcvX1aCzPnz53Ht2jVUV1fDzMwMXl5e8Pb2ho+Pj/JZ6dGjB78ZJiJqw5h/iBrG/EMdDJs81DEUFBTgwoULuHjxIhISEnDx4kWcO3cO2dnZAAAzMzP06tUL3t7e6Nmzp3Lz8fGBs7OzytUT6a6qqgqpqam4du2acqt5zycnJ0Oj0cDIyAgeHh7o378/vL29lXsfHx+YmZmpPQtERNRMmH+oo2D+IVKwyUMdW0ZGBhITE5GUlISkpCQkJiYiMTERV69eRUVFBQCgS5cu6NOnD/r27QtPT0/06tULHh4e6NGjB7p27aryHFBHVFZWhuTkZKSkpCA5OVn5dioxMRHJycmorKwEADg7O6NPnz7o06cPPD094enpiT59+qB3794MM0REHRjzD7VHzD9EOmGTh6g+1dXVSElJUYLP5cuXlSCUmpqK6upqAICFhQV69OgBDw8PJfjU/tnFxYW7eVKT3b59G8nJyUqQqQkzNT9nZWUpz7Wzs1MCTN++fbUCDS/VSURETcH8Q2pi/iFqFmzyEDVVZWUl0tLSlA1P7VtKSgrS0tJQVVUF4O5u0B4eHujWrRtcXV21bi4uLnBzc4OzszPMzc1VnitqLdnZ2cjKykJaWhpu3ryJtLQ05feMjAykpKQgJydHeX7nzp21AnSPHj2Um4eHB+zs7FScGyIi6iiYf+j3YP4hajVs8hA1t6qqKqSnp2uFoBs3biAzMxPp6enIysrCzZs3Ufuj5+DgoBV63N3d4ezsjC5dusDR0RFdunRBly5d4ODgwEDUBuXl5SE3N1frPjMzUwkvtUNNzW7wAGBpaamsa3d3d7i4uGgFGQ8PD34bRURE7QLzT8fD/EPUJrHJQ6SGyspKZGdn19kA3rhxQ/l24+bNm8jNzYVGo9Ea19raGg4ODnBycoKDg4MSfmrf29jYKLdOnTrBxsaG33g0ory8HEVFRSgqKkJhYSEKCwuVn2vCS05OTp0wU986srKygrOzM1xcXLS+tawdZN3c3BhgiIioQ2H+aXuYf4j0Dps8RG3dvRvVmp+zs7O1fq9935CGwo+trS0sLCxgaWkJMzOz+96bmprCyspKuQcAQ0ND2Nra1nk9IyOjJm/IKyoqcPv27TrD79y5g9LSUgB3zxlQVFTU4L1Go0FhYWGd+5KSEhQXF9cbZmpO1ncvCwsLJUDe+61iQ8P5bSMREdHvw/xzF/MPETURmzxE+qhmI157g15QUHDf4WVlZbh9+7YSMmrua4eL5mJiYgJTU9N6w8zvURO2asLVvffW1tZaAc/W1hZ2dnbK7/UNNzExadYaiYiIqGW0h/xjbm6O4uLiZp0u8w8R1cImDxH0JJhKAAAgAElEQVTppibs1NyXl5ejrKwMgG7fPtW2Z88e7Nu3D5s3b67zmC7fitU85957IiIioubUnPmnrKwM5eXlsLe3r/MY8w8RNZM4Y7UrIKL2wczMDGZmZs0yrYyMDBw+fBjTp09vlukRERERtYTmzD9ERK3BUO0CiIiIiIiIiIjo92OTh4iIiIiIiIhID7DJQ0RERERERESkB9jkISIiIiIiIiLSA2zyEBERERERERHpATZ5iIiIiIiIiIj0AJs8RERERERERER6gE0eIiIiIiIiIiI9wCYPEREREREREZEeYJOHiIiIiIiIiEgPsMlDRERERERERKQH2OQhIiIiIiIiItIDbPIQEREREREREekBNnmIiIiIiIiIiPQAmzxERERERERERHqATR4iIiIiIiIiIj3AJg8RERERERERkR5gk4eIiIiIiIiISA+wyUNEREREREREpAfY5CEiIiIiIiIi0gNs8hARERERERER6QE2eYiIiIiIiIiI9ACbPEREREREREREeoBNHiIiIiIiIiIiPcAmDxERERERERGRHmCTh4iIiIiIiIhID7DJQ0RERERERESkB9jkISIiIiIiIiLSA2zyEBERERERERHpATZ5iIiIiIiIiIj0AJs8RERERERERER6wFjtAohIv50/fx5Lly5FdXW1MqygoADGxsYIDAxUhhkYGGDUqFFYuXKlClUSERERERG1f2zyEFGL6tevH2JjY1FQUFDnsRs3bmj9PmvWrNYqi4iIiIiISO/wcC0ialEmJiaYPXs2TE1N7/s8IyMjPP30061UFRERERERkf5hk4eIWtzs2bNRUVHR4ONGRkYICgqCg4NDK1ZFRERERESkX9jkIaIW5+/vD1dX1wYfFxHMmzevFSsiIiIiIiLSP2zyEFGLMzAwwNy5c2FiYlLv4yYmJpg8eXIrV0VERERERKRf2OQholYxe/ZsVFZW1hlubGyMJ598EtbW1ipURUREREREpD/Y5CGiVjFo0CB4enrWGV5dXY05c+aoUBEREREREZF+YZOHiFrNvHnz6hyyZW1tjeDgYJUqIiIiIiIi0h9s8hBRq3nmmWdQVVWl/G5iYoJZs2Y1enl1IiIiIiIiahybPETUanr16oVBgwbBwMAAAFBZWYlnnnlG5aqIiIiIiIj0A5s8RNSqQkJCYGRkBABwdHREQECAyhURERERERHpBzZ5iKhVzZgxAxqNRrmsek3Dh4iIiIiIiH4fNnmIqFW5uroiICAAIsJDtYiIiIiIiJqRgYiI2kUQUesoLi7WuhUUFKCoqAhFRUWoqKhAaWkp7ty5g7KyMpSXlyv3tX8uKyvDnTt3UFpaioqKCty+fbvO61RXV6OoqKjeGoqKilBdXa38bm1tXeeKWwBgamoKKyurOsONjIxgY2MDQ0ND2NraKvcGBgaws7MDANjb22vd29nZKY936tRJ62Zvb49OnTrB2Ni46QuUiIiIiIio7Yhjk4eoHdFoNMjNzUVeXp7WLScnB7m5ubh16xaKiopQUFBQp6Fz69atBqdrbm4OCwsL5d7MzAyWlpbKfU3DpebexMQE1tbWMDY2RqdOneqdZk1j5V6WlpaoqqpCZGQkpk2bhoKCAtT3Z+j27duoqKioM7yyshIlJSWoqqpCcXGxcl/TWKq512g0KCwshIgor1FQUNDgMrCwsFAaP3Z2drC1tdX63cHBAV26dIGDgwMcHBzg6Oio/G5padngdImIiIiIiFoJmzxEaisqKkJGRgZu3ryJtLQ0ZGdnIyMjQ6uZU/vne3Xq1AldunSBo6Mj7O3tYWNjAzs7O1hbWytNipphbWkvljt37sDMzKzVX7ehvZlqDyssLERhYaHWc2qvg9qXgQfuNohqmkD33lxdXeHi4qLcunbtyvMQERERERFRS2CTh6il3L59G8nJyUhPT0dWVhYyMzOVW0ZGBrKyspCRkYHS0lJlHBMTEzg5OcHFxQWOjo733Xuk5jFTU1MV57JjKigoQE5OTp0GXO29qvLy8pCdnY309HQUFxcr4xoaGqJr165wdnaGq6srunbtCjc3N3Tt2hXu7u7o2rUrunfvDhcXl3r3hCIiIiIiImoAmzxED6qsrAyZmZm4du2a1i0jIwOZmZm4fv26chiSmZkZOnfurOzVce+9vb09XF1d4eHhwb089FB5eTny8/OVBl9D9zdv3oRGowFw95xE7u7uyvukZ8+eWrfu3bvzPEJERERERFQbmzxEDamoqMD169eRlJSEpKQkXL16FSkpKUhOTkZKSorW3hnOzs7w8PCAh4cHunfvDg8PD/To0QMeHh5wc3ND586dVZwTai/u3LmDzMxMpKamKu+zlJQUpKamKj/fuXMHwN0TULu5uSnvtR49eqBPnz7w9PSEp6cn33NERERERB0PmzzUsVVVVSE5ORlXrlxBUlISEhMTkZSUhCtXriAlJUU594qzszN69+6Nhx56SKuRU3MzNzdXeU6oo8jMzKy3+XP16lVcu3ZNaQJ17twZnp6e6N27t1bzp3fv3spVyIiIiIiISK+wyUMdw+3bt3Hp0iVcuHABFy9exMWLF5GYmIjk5GRUVlYCABwdHev9h9jT07PBK0gRtSXV1dVITU1VGpW1G5f3vtc9PT3Rr18/eHl5wdfXF/3790e3bt1UngMiIiIiIvod2OQh/XLnzh2liXPhwgUkJCQgISEBycnJ0Gg0MDc3h5eXF7y8vLSaOZ6enty7gfRazV5rtRs/ly9fxoULF5CVlQUAsLW1hbe3t9bNx8cHzs7OKldPREREREQ6YJOH2q/k5GTExcUhLi4OCQkJuHDhAq5evYrq6mqYmpqiT58+yj+p/fv3h6+vL3r27MkTGxPdIz8/X9nL7fz580qTNDc3FwDg4OCgfI4GDhyIwYMHw9fXFxYWFipXTkREREREtbDJQ22fRqNBYmIi4uLiEBsbq9zfunULhoaG6N27N3x9fZWGjre3Nzw9PWFiYqJ26UTtWnZ2ttYecQkJCTh37hyKiopgbGwMLy8vDB48GIMHD8aQIUMwaNAg2NjYqF02EREREVFHxSYPtS2VlZW4cOGCsodObGwszp07h5KSEpiYmMDb21v5p3Lw4MEYNGgQrK2t1S6bqMMQEVy5ckWr6RoXF4ecnBwYGBigV69eStNnyJAhGDx4MBwdHdUum4iIiIioI2CTh9SVkZGBmJgYxMTE4MSJEzhx4gTKyspgYmICT09P+Pn5ad14eAhR21TzWb548SISEhIQExODS5cuQUTg4uICPz8/+Pv7Y9SoURg6dCivSEdERERE1PzY5KHWU1ZWhtjYWJw+fVq5paWlwcjICD4+Phg+fDiGDx+ORx55BH379uW5c4jaudzcXPz66684c+YMzpw5g9OnT+PWrVswNzeHn58fhg0bhhEjRmD48OFwd3dXu1wiIiIiovaOTR5qORkZGYiOjsapU6dw+vRpnD17FpWVlejatSuGDRuG4cOHY8SIERg6dCgPuSLqAEQEly9fVho+p06dwoULF1BdXQ03Nzflb4K/vz/8/PxgbGysdslERERERO0JmzzUfFJTUxEdHY3o6GgcPXoUSUlJMDExwZAhQzBs2DDlW/uHHnpI7VKJqI0oKSnBr7/+quzdd+rUKWRnZ8Pa2hr+/v549NFHMXr0aDz88MM8mToRERER0f2xyUMPLiMjAydOnMChQ4dw/PhxXLx4EcbGxhg4cCDGjRuHUaNG4dFHH4Wtra3apRJRO3Lt2jUcP34cJ06cwMGDB5GSkgJLS0sMHjwY/v7+GDduHPz9/XleHyIiIiIibWzykO7S0tIQFRWFw4cP46effkJaWhosLCwwbNgwjB49GoGBgRg2bBhPjkxEzSopKQlHjx5V9hRMTU2Fubk5hg0bhsDAQAQFBeGRRx7h4V1ERERE1NGxyUMNKy0txdGjRxEZGYnIyEgkJCTAwsICo0aNwujRozF69Gg88sgjMDMzU7tUIupArl+/jqNHj+Knn37CkSNHkJKSAltbW4wdOxbjx49HUFAQevbsqXaZREREREStjU0e0nbt2jUcOnQIe/fuxaFDh1BeXo6ePXti3LhxGDduHCZMmIBOnTqpXSYRkaLm79ahQ4cQGRmJwsJCrb9b48ePh52dndplEhERERG1NDZ5Orr8/Hz85z//wcGDBxEVFYWsrCw4Ojpi3LhxCAoKQlBQEFxdXdUuk4hIJxUVFTh58qSyB2JcXByMjIwwYsQIBAUFYeLEiRgyZIjaZRIRERERtQQ2eTqiK1euYM+ePdi7dy+OHz8OIyMjjBw5UmnqDB48GIaGhmqXSUT0u+Xk5Ch7+ERGRiIjIwPdunXDpEmTMHXqVAQGBvKQUyIiIiLSF2zydAQajQZxcXHYu3cv9u3bh5iYGNjb22PcuHGYNGkSpkyZwkMZiKhDSEhIwL59+7B3716cPHkSFhYWeOyxxzB58mRMmTIFzs7OapdIRERERPSg2OTRV2VlZTh06JDyz0xmZiYeeughjB8/HpMmTUJwcDBMTU3VLpOISDXZ2dk4cOAAIiIiEBUVhcrKSgwePBiTJk3CjBkz0L9/f7VLJCIiIiJqCjZ59ElNYyciIgLffPMNysrKlH9YJk+eDD8/P7VLJCJqk0pLS/Hjjz9i37592LNnD27evIn+/ftj+vTpmDlzJry8vNQukYiIiIioMWzytHelpaXYv38/wsPD8cMPP6CiogJjxozBjBkzMGXKFDg5OaldIhFRu1JdXY1jx45h9+7d+Prrr5GVlYUBAwZgxowZmDFjBjw9PdUukYiIiIioPmzytEfl5eWIiopCREQEvvvuO9y+fRsjRoxQvnHmOSWIiJqHRqPByZMnERERgfDwcGRlZSl7+DzzzDPo06eP2iUSEREREdVgk6e9qKysxIEDB7Bz507s3bsXt2/fxqOPPorp06fjqaeeQteuXdUukYhIr1VXV+Onn35CeHg4vvnmG+Tm5sLPzw8zZ87EM888Azc3N7VLJCIiIqKOjU2etu7s2bP44osvsH37duTk5MDf3x8zZszAU089BRcXF7XLIyLqkKqqqnD48GHlHGiFhYUYO3YsQkJCMG3aNFhaWqpdIhERERF1PGzytEX5+fnYvXs3wsLCEBsbi+7du2P27Nl4/vnn0atXL7XLIyKiWioqKnDw4EFs27YN3333HSwsLDB16lSEhIRg7NixMDAwULtEIiIiIuoY2ORpK+7cuYPIyEjlnwRLS0tMmTKF/yQQEbUjt27dQkREBLZu3YoTJ06gW7dueOaZZ/Dcc8+hd+/eapdHRERERPqNTR61xcfHIywsDDt37kRRURHGjx+PkJAQPPnkk7CwsFC7PCIiekDnz5/Hli1bsH37dty8eRP+/v547rnnMGPGDJibm6tdHhERERHpHzZ51FBeXo6IiAhs3LgRJ0+eRN++ffHss89izpw5cHV1Vbs8IiJqRlVVVTh48CC++OILfPfdd7CxscGCBQuwaNEiXo6diIiIiJoTmzyt6cqVK/jkk0/w2WefIT8/HxMnTsSSJUt4OBYRUQdx8+ZNbNmyBWFhYbh+/TpGjRqFJUuW4Mknn4SJiYna5RERERFR+8YmT0vTaDQ4fPgwPvzwQ+zfvx8uLi6YN28eXnrpJXTr1k3t8oiISAU124ZNmzbh22+/RZcuXTB//nz86U9/Qo8ePdQuj4iIiIjaJzZ5WkpOTg42btyIsLAwZGZmIjg4GC+88AIef/xxGBkZqV0eERG1EcnJydi0aRM+++wz5ObmYvLkyViyZAkCAwPVLo2IiIiI2hc2eZrb5cuXsWbNGmzduhWWlpZ4/vnnERoaioceekjt0oiIqA2rqKjAt99+i/Xr1+PYsWPw8/PDX/7yF0yfPp2HchERERGRLtjkaS7Hjx/HunXr8M0338DDwwOLFy/Gc889BysrK7VLIyKidiYuLg5r1qzBjh070KVLFyxatAiLFy9G586d1S6NiIiIiNouNnl+D41Gg/379+Pdd9/F6dOn4efnh8WLF2POnDk8JIuIiH63zMxMhIWFYd26daisrMQzzzyDZcuWoU+fPmqXRkRERERtD5s8D6KkpAQbN27EunXrkJmZiaeeegrLli37f+zdeVyU5fo/8M+wD4wsIigIonk0SQxUCI+CKa6o/UzD0DSXOkm5myuYyVFCUhQ0KLfUg4WCpp3UYyctxJVcUFxSIUFBREFhQGRxhrl+f3iYrwPMzDMIDOb1fr34g+e57+u+nnvu8eVz8Szw8vLSd2qMMcb+goqLi7F582Z89dVXuHv3LkaPHo1FixahR48e+k6NMcYYY4w1H1zk0UVJSQliYmIQFRWFyspKfPTRR5g1axZcXFz0nRpjjLGXgEwmw549exAZGYkLFy5g+PDh+Pzzz/mPDIwxxhhjDAAuGOg7gxfBo0eP8OWXX6JDhw5YuXIlPvzwQ9y6dQtr1qzhAg9jjLEmY2xsjHHjxuH8+fP45ZdfUFBQgDfeeAODBg1CSkqKvtNjjDHGGGN6xkUeDaqLOy4uLvjiiy/w0Ucf4fbt24iIiOCHXzLGGNOrgQMHIiUlBcePH0dVVRX+/ve/w8fHB7/99pu+U2OMMcYYY3rCRZ46PHz4EKGhoWjXrh2++OILTJ06lYs7rNnJzMzEkiVL4OjoiFu3buk7HbXKy8sRFxcHX19fLF26VN/pMPaXU13YOX78OExNTTFgwAD4+Pjg119/1XdqjDHGGGOsiXGR5xllZWX48ssv0bFjR8TExGD27NnIzs5GREQEbGxs9J0eYypmzpyJyMhI5OXl6dQvJiYGUqm0kbKq7ccff8TcuXNx4sQJ6OMRYAEBARCJRCo/BgYGEIvFcHZ2xsCBAxEZGYmysjKdYzf1XDKmSXVh5/jx4zAzM8PAgQMxaNAgXLhwQd+pMcYYY4yxJsJFHgBVVVX49ttv0blzZ4SFhWHOnDnIyspCaGgorK2t9Z0eY3U6ePAggoODderz+PFjREVFNVJGdRs3bhwuXrzYpGM+a8+ePcjOzoalpSWsrKxw9epVlJaW4v79+9ixYwesrKywYMECvPbaa7hy5YrguPqYS8aE8PHxwZEjR/Drr79CKpXC09MTkyZNQnZ2tr5TY4wxxhhjjeylL/IcOXIEPXv2xMcff4zhw4cjPT0doaGhaNGihb5TY0wre3t7ndpPmzYNmZmZjZSNeq1atWryMZ/l7OwMOzs7GBkZ4bXXXoO5uTksLS3Rr18//PDDD4iKisLt27fx1ltvCb4yR19zyZhQfn5+OHPmDHbt2oVTp06hU6dOCAoKQkFBgb5TY4wxxhhjjeSlLfKcPXsWfn5+GDRoEOzs7HDhwgVs3LgRDg4O+k6NvcQyMjLQt29fWFtbY9GiRdi2bRvu3bun3H/q1Cn4+PjA3Nwc3bt3r1VkyM7OxpgxY2BnZwcLCwv06dNHeavG1KlTERcXBwCwsbGBSCRCaWmpxj66OHToELy9vSEWi9GhQwesX79euU8kEtVqr21cTXOhbZ50NWfOHIwYMQK3bt3Cxo0btebX2HPJWEMRiUQYM2YM/vjjD3z11Vf497//jVdffRVffvklKioq9J0eY4wxxhhraPSSuXXrFr377rskEomoT58+dOrUKX2nxJiSp6cn7d69m8rLy+no0aNka2tLeXl5RESUkpJCZmZmtGrVKioqKqLExEQSi8UEgLKyspT9Bw4cSHl5eZSenk5OTk7Uq1cvZfyVK1cSACoqKlIZU1MfIXbu3EkODg507NgxKisro+nTpxMA2rlzJxERlZeXEwBasmSJ4HE1zYWmfep07NiRbG1t1e7fs2cPAaDu3bsLyq+x5pKxxiSVSik4OJjMzc3JxcWF4uPj9Z0SY4wxxhhrOKkvzZU8lZWVCA8Px2uvvYa0tDTs3bsXJ06cwN///nd9p8YYgKdvoTp37hzat28PMzMzvPnmm1i2bJlyf1BQEPr164cFCxbA2toaY8aMwcSJE1ViKBQKjBo1Cm3atEGnTp0wYMAA3Lx5U+O49enzrMrKSsyaNQuhoaHw9fWFWCzGxx9/jJYtW+Lx48f1GlfTXGibp/pydXUFAOXVUfqYS8Yam5WVFcLDw5Geno4BAwZgwoQJ6N+/P/744w99p8YYY4wxxhqAkb4TaApJSUmYMWMGbt26hQULFiA4OBimpqb6TosxFWKxGA4ODujfvz9mzJiBGTNmYObMmQCAtLQ0pKWlYdKkSSp9PDw8VH4/f/48AOD333/HV199hR9++AFmZmYax61Pn2edOXMGBQUF6Nmzp3Kbm5sbHj58WO9xNc0FAI376ov+9+avqqoqrfnV55gYa07atm2Lb7/9FtOnT8f06dPh7u6OadOmYcWKFbC0tNR3eowxxhhjrJ7+0lfy3L17FxMnToSfnx9eeeUVXL16FaGhoVzgYc1WYmIirK2tERERgQ4dOmDJkiVQKBS4du0aAMDOzk5j/9zcXPj7+yMoKAj+/v4IDAzU+try+vR5Vn5+PgDo/DBXbeOqmwtt++rr+vXrAIBXX31VUH71OSbGmpsePXrg5MmT+PbbbxEfH48uXbogLi6O1y1jjDHG2AvqL1nkkclkWLduHbp06YJTp07h4MGD2L9/P9q3b6/v1BjTyMfHBxkZGYiKioKtrS3Cw8MRHR0NExMTAND4CuTS0lL4+vrCysoK58+fx/jx47VeRVKfPjW1bNkSALBjxw7BfYSMq24utO2rr23btgEAAgMD9TaXjOmDgYEBJk6ciBs3bmDMmDGYMmUK/Pz8cPXqVX2nxhhjjDHGdPSXK/KcPn0a7u7uCA4OxsKFC3H16lUMGzZM32kxplVFRQXCwsJgZmaGOXPm4MaNG3B1dcXp06fh7e0NAwMDxMfH13nFSkFBAY4fP46srCx88MEHMDQ0VO579i/y1W+5qt4mpI82Xl5esLCwwM6dO7Fs2TLcv38fjx49wsGDB7F8+XIATwuvACCXywWNq2kuNO2rr+joaBw8eBBdunTBtGnT9DaXjOlTy5YtsW7dOpw8eRLFxcXo0aMHli5diidPnug7NcYYY4wxJtBfpshTXl6OBQsWwNfXFy4uLvjjjz/w2Wef8a1Z7IWyYsUKbNy4EcXFxSguLgYRoX///mjbti0+/vhjXL16FRMnTkROTg4yMzOxb98+AMDgwYOVV9J8//33KC4uxu7du3Hy5EmUlZXhjz/+wNGjR2FjYwPg6bNjtmzZoixAaOqjjUQiwdKlS0FEWL58Odq0aQNLS0u89957CAgIAPD0uVjA00LI48eP4ejoqHVcdXOhaZ7UycnJwYMHDyCXy3Hz5k08efIEpaWlOH78ON59913MnTsX7u7u+Pnnn2FhYSEov8aYS8aag169euHs2bOIjIxEdHQ0PD09kZqaqu+0GGOMMcaYEE37Nq/Gcfr0aerSpQtZWlrSxo0bSaFQ6DslxnRWXl5OMTExtHz5crK3t6e2bdvSihUrlOtZLpdTSEgI2dnZkUQioffff59WrlxJHh4eFBsbS1KplBYuXEiWlpbk5uZGe/fupR07dpCFhQXNnTuXqqqq6OHDh9S7d2+ys7NTvjpZWx+hoqOjydnZmSQSCQ0aNIhSU1OJiOjQoUMEQPnTtm1breM+fvxY7Vxom6ea3nnnHZXxq3/MzMzI2dmZ3n77bYqLiyOZTKbST59zyVhzkZWVRQMGDCAjIyNatGgRVVRU6DslxhhjjDGmXqqI6MW9l6CiogKhoaGIjIzEwIEDsXnzZjg7O+s7LcYYY+wvg4iwefNmzJs3D+3bt8e2bdvg6emp77QYY4wxxlhtF17Y27VSUlLQvXt3fPPNN/j6669x6NAhLvAwxhhjDUwkEmHq1Km4fPky7O3t8fe//x2LFy/mZ/UwxhhjjDVDL1yRRy6X47PPPoOPjw9cXFxw5coVTJ06VfkQVMYYY4w1vPbt2+PIkSOIiopCTEwMevXqhfT0dH2nxRhjjDHGnvFCFXnu3LkDPz8/rF27FrGxsXz1DmON6Pr16xCJRFp/qh+uzBj76xOJRJgxYwbS0tJgbGwMT09PfP/99/pOizHGGGOM/c8L80yeI0eOYMKECbC2tkZCQgLc3d31nRJjjDH20pLL5QgLC8OKFSswfvx4fPPNN7CwsNB3WowxxhhjL7Pm/0weuVyO0NBQDBkyBIMHD8a5c+e4wMMYY4zpmZGREUJDQ/Hjjz/i4MGD8PT0xOXLl/WdFmOMMcbYS61ZF3lycnLQr18/rFq1CmvXrkVcXBwkEom+02KMMcbY/7z11lu4ePEibG1t4e3tjXXr1uk7JcYYY4yxl1azLfIcPnwYHh4ekEqlOHfuHGbPnq3vlF4omZmZWLJkCRwdHXHr1i19p6OzwsJCODk5YeXKlfpOhTHGmBbOzs44evQoZs6ciblz5+KDDz5AZWWlvtNijDHGGHvpNMsiT2xsLIYNG4ahQ4fizJkzeO211/Sd0gtn5syZiIyMRF5enk79YmJiIJVKGykr3cYlIr2+Na2yshJLly5Fhw4dYGFhgW7duuGbb75BzcdY5efnIzAwEJaWlnBxcUFsbGy94ty7dw9ff/01/Pz8MGPGDJ1y1ZbD88YX0jc+Ph49evSARCKBg4MDJkyYgJycHADATz/9JOghziKRCDKZTPCc7du3D127doVEIkGvXr1w6tQprcciNDYAfP755yq5GRsbIz8/X+sYQvo1ZmwAKCkpwZdffgkvLy9IJBJ89tlngo//8OHDaj+fNWvWCG5TU3JyMgwNDXH9+vU691dUVGDEiBEaj1/IWhfSpqljvwyMjIzw5ZdfYv/+/fjhhx8wYMAAFBQU6DstxhhjjLGXCzUjcrmcZs2aRSKRiJYtW0YKhULfKb3Qli1bRgAoKytLUPvS0lJ65ZVXqKioqHETaybjajN9+nTaunUrFRcXU3Z2Nk2ePJkA0IIFC5RtSkpKqFOnTvOw77YAACAASURBVDRy5Eh6+PAhpaSkkI2NDUVEROgUh4ho8uTJ1K1bNwJAQUFBgvMUksPzxBfSd9euXWRjY0MHDx6ksrIyysnJoTFjxtCrr75KCoWC4uPjacKECZSfn08KhYIKCgoIAA0fPpyInn73z507R3/729+oqKhI0JwlJSVRREQElZSU0JUrV8jLy4skEgndv39f47EI/TxKSkrI2tqaACh/hg0bpnWuhPRrzNhERKdOnSJnZ2fq3LkzbdiwgTIyMkgmkwk+/ilTpqiMUf0jEokoJydHcJtnFRYWUrt27QgAXbt2rc7jKy8vV64Jdcevba0L/T40ZeyX0Y0bN6hz587k5OREqamp+k6HMcYYY+xlkdpsijzFxcU0fPhwMjMzo++//17f6fwlxMbG6lTkmThxIgFo8mKLvsbVJD8/n+Li4lS2VVVVkaurKzk4OCi3zZ8/n4yNjenBgwfKbaGhoWRsbExZWVmC41STy+VkamqqUxFGWw7PG19I33HjxpGfn5/KthMnTpBIJCKpVEpbtmyhwsJC5b6aRZ5qcXFxlJqaKmjOoqOjVdocOHCAANDRo0fVHoMun0dERATt2bNHbSx1hPRrzNjJyckkFospICCAKioqVPYJOf6KigoaMGAApaWlKQtDRESPHj1SFpSEtKnpvffeo9mzZz9XkUfIWtfl+9BUsV9WDx48oH79+pFEIqEff/xR3+kwxhhjjL0MmkeR588//yRXV1dydHSks2fP6judZis9PZ18fX3JysqKFi5cSFu3bqW8vDzl/pMnT1KfPn1ILBaTh4cHzZs3T6XIc/v2bQoICKBWrVqRubk59e7dW/kX1o8++qjWX+QfPXqksY8u/vOf/9Abb7xBZmZm1L59e1q3bp3acatPRPv27UuLFy8moqdrJDg4mBwcHCgzM5PWrl1Lzs7OZGtrS1999RUREa1bt46cnZ1JIpHQ/Pnza+WQkJBAr7/+OpmYmFCnTp3qdZI9evRo8vb2JqKnJ8f29vbk4+Oj0iYlJYUA0D//+U9BcWqysrISXISpTw66xBfad/Xq1SQSiSgsLIzkcjkpFAqaPHmy8vOTSqUq7dUVeR4/fkyVlZV1jl1zzmoWMMLDw8nFxYXKy8uV265cuUK2trYUFham8bhqxi4rKyN7e3tycXGhDz/8sM41X1dsIf2EtKmLkH4FBQVka2tLgwYNUim+aPPs8WdnZ6v8u1Jt69at9PXXXwtu86yNGzfS2rVradu2bfUu8ghZ60K/DzU/u4aMzVRVVlbSlClTyNDQkK94YowxxhhrfPov8iQnJ1PLli3Jy8uL7t69q+90mjVPT0/avXs3lZeX09GjR8nW1lZ5opWSkkJmZma0atUqKioqosTERBKLxSpFHk9PTxo4cCDl5eVReno6OTk5Ua9evZTxV65cWeuKGm19hNi5cyc5ODjQsWPHqKysjKZPn04AaOfOnXWOGxcXp7wlZdGiRURENGTIEDI2NiYAtHjxYkpJSaGioiIaNmwYGRgYUHBwMB06dIgeP36svE0tKSlJmcPWrVvJ19eXMjIyqKCggEaOHEkGBgZ0/vx5nY7F1dWVNm3aRERPTxQB0Lhx41TaPHjwQOvtN8/GqUmXIkx9cmiMIs+TJ08oMDCQAJCbmxuNHTuWEhMT1cZRV+TRRN2cZWZmUkhICDk5OdGlS5dU9l2+fJlsbGxoxYoVOsVet25drVuQQkJCtMYW0k9Im7oI6Tdr1iwCQOHh4dSzZ08yNTUlNzc3Onz4sE7HXxc/Pz/Kz8/Xuc21a9do9OjRpFAonqvII2StC/0+1PzsGjI2q9vq1avJ0NCQ/vGPf5BcLtd3Oowxxhhjf1X6LfIcOnSIzM3N6Z133qGysjJ9ptLslZWVEQCVK53Wr1+vLPK4u7vT0KFDVfoEBQWpFHl69OhBsbGxyv2TJk0iOzs75e91FXm09dGmoqKC7OzsaOPGjcptly9fppYtW9KWLVvUjnvnzh2VIg/R/z1j6MaNG8pt+/fvJwB04MAB5bYbN24QANqwYQMREclkMrK3t1c5sbx9+zYBoLFjxwo+luPHj1O3bt2UJyhHjhwhADR79myVdnK5nABQz549BcWpSZciTH1yaIwiDxGRQqGgt99+mwwMDMjCwoJ2796tNo6uRR51c5aTk6MsepiamtL8+fN1PoGsK/aTJ08oNzeX/vOf/9CkSZPIyMiIAFBMTIzGWEL6NVbsqqoqsrOzI0dHR9qzZw+VlJRQamoqtW/fnszMzOjPP/8UfPw13bx5k/z9/TXmV1ebyspKGjJkCN27d4+IqFaRp7owqO1n586dgtZ6fb+TjRmb/Z+ffvqJzM3NKSAgQO0Ve4wxxhhj7Lmk6u3tWvv378eoUaMwatQo7Nq1C2KxWF+pvBDEYjEcHBzQv39/BAcHIzc3FzNnzkSbNm2QlpaGtLQ0DB48WKWPh4eHyu/nz5/HtGnT8Pvvv2PChAlISEiATCbTOG59+jzrzJkzKCgoQM+ePZXb3Nzc8PDhQ3z44Ydq+9nZ2dXaZm9vDwAwMTFRbpNIJAAAQ0ND5bbq/dV5Xrp0Cfn5+XB1dVW+/cfFxQUAcPXqVUHHIZPJEBISgvj4eOVYT548AQCYm5urtK2qqqqVp6Y4Qpw4caLWG4zmzJlTrxx0ia+LsLAw9OrVC8nJybCyssK7776L7du36xSjLprmzMnJCeXl5UhKSkLv3r0RGRmJ5cuXP3dsY2NjODo6wt/fH9u3b0dSUhIsLS2xatUqjfGE9Gus2Hl5eSgoKEC/fv3wzjvvoEWLFujevTvWrFmDiooKrFu3TvDx17R9+3YEBgZqzK+uNsHBwZg9ezZat25dZ59du3aBiJQ/5eXlGD58uMo2IsLYsWMFrfX6fh8aMzb7P2+99RZ+/vln/PLLL3j77bdRXl6u75QYY4wxxv5y9FLkiY+Px+jRozFlyhTExcXByMhIH2m8cBITE2FtbY2IiAh06NABS5YsgUKhwLVr1wDUXRh5Vm5uLvz9/REUFAR/f38EBgbW+dro5+3zrOpXO+v6Gl0Dg9pLs65tQlSPfefOnVonj5cuXRIUY/78+Zg3bx7c3NyU29q0aQMAePjwoUrboqIilf3a4jyP+uTQGBISErB3714sWrQIPj4+OHv2LFxdXTFjxgzcv3//uWJrmzMzMzP069cPhw4dwmuvvYZdu3Y1WOxqPj4+CA0NRXZ2tk5FTiH9Gir2o0ePAAAtWrRQaffWW2/B0NAQ6enptWIIOX4iQmJiIkaNGqVTm//+978gIvj7+ws+Jk2ErPX6fh8aMzZT5evri99++w1nz57F0KFDUVJSou+UGGOMMcb+Upq8yLNhwwa8//77mDdvHr7++ut6n7i/jHx8fJCRkYGoqCjY2toiPDwc0dHRyr8gZ2dnq+1bWloKX19fWFlZ4fz58xg/fjzMzMw0jlefPjW1bNkSALBjxw6d+jUkKysrAE+LZPURFRWFfv36YeTIkcptRISuXbvC0tISGRkZKu3//PNPAEDfvn0FxRHCx8enVoEqOjpa5xx0jS9UbGws3njjDeXvjo6O+Omnn5RX2dSXLnNmamqKgIAAyOXyBo8NPJ0jR0dHGBsbC8xeeL+GiN22bVsYGRkhKytLpY2xsTGsrKxqFSGEHv9vv/2mXGfq1NUmJiYGUVFRKleHTZkyBQDg6uqKLl266HSsQtZ6fb8PjRmb1dazZ08cO3YMN2/ehJ+fHx48eKDvlBhjjDHG/jKatMKyevVqTJs2DStWrEBERERTDv3Cq6ioQFhYGMzMzDBnzhzcuHEDrq6uOH36NLy9vWFgYID4+HgoFIpafQsKCnD8+HFkZWXhgw8+ULkt49mTOpFIpLJNSB9tvLy8YGFhgZ07d2LZsmW4f/8+Hj16hIMHDypvq6k5LvB/t1o9e8Jeva369ggAyuOta1t1Xw8PD1hZWSE4OBirVq3C3bt3UVxcjGPHjmH+/Pka89+1axc8PT2VVyjIZDIkJycjLCwMJiYmmDhxIk6cOAGpVKrs88svv0AsFmPMmDGC4jwPXXJoTCYmJrVOftu3bw9TU1NYWFjUK2Z95iwrKwvDhg1rlNinT5/Gp59+quNRCOvXELFbtGgBf39/JCcn4+7du8o2eXl5KCwsVCnm6HL827dvx9ixYzXmUVeb/fv31yocbtu2DQBw7do1XL9+XadjFbLW6/t9aMzYrG6urq44evQoHjx4AD8/v+e+4o8xxhhjjP1Poz7y5xnR0dEkEolo/fr1TTXkX0p5eTmZmJjQhg0bSCqVUnZ2NnXp0kX5UORp06YRABo/fjxlZ2fTzZs3afDgwQSArK2tady4cQSAJk6cSFKplBITE8nNzY2MjIzo6tWrlJSURBs3biQAdPjwYdq8eTMdPHhQax8hIiIiaj1I1dLSkq5evUpEVGvcO3fu0IEDBwgA9e7dm8rKyqiyspJGjRpFAGjz5s1UVVVFMpmMFi5cSABowYIFJJPJSKFQKOONHDlS+ZrtqKioWjkYGRlRcnKy2rxXrFih9kGwP//8MxE9fbOOs7MzTZ48mUpKSujw4cNkaWlJa9as0SkO0dMHF+fm5pKJiQm99dZbKq8C10RIDs8TX0jf6gdgh4WFUWFhId27d4+CgoKoa9eutR6wWlVVRYcPH1a+iauwsLDWeNrmLCcnh+zt7WnSpEmUnp5OUqmUoqOjyd3dXSVeWloa2djYUHh4uODYMpmMpk+fTt9++y1VVFRQYWEhbdq0iaZMmUIKhUJtbCH9hMZet24dWVlZUUpKik790tPTqWXLluTr60u3b9+mnJwcGjx4MA0aNEjw8T+rpKSE7O3tNT4YX0ibas/zdi0iYWtdSJu61kVDxWa6yc7Ops6dO1O3bt3q/LeAMcYYY4zppGnervXdd9+RgYEBrV69uimG+0sqLy+nmJgYWr58Odnb21Pbtm1pxYoVyhM8uVxOISEhZGdnRxKJhN5//31auXIleXh4UGxsLEmlUlq4cCFZWlqSm5sb7d27l3bs2EEWFhY0d+5cqqqqoocPH1Lv3r3Jzs6O4uPjiYi09hEqOjqanJ2dSSKR0KBBgyg1NVW5r+a4+/btUznxdHd3p+HDh6tsW7ZsGY0fP15lW2BgoPINXNU/z54wbtq0iTp27EhisZi8vLzoyJEjavONjIxUeyJsbm6uLB4RPX2F99ChQ8nc3Jy6dOlC27dvr1ecefPm1Wpz4cIFQfOrKYeGiC+kb0JCAr3++utkYmJCTk5ONHXqVCooKKgVq2PHjrViPfsaciFzVlpaSoMHDyZzc3MSi8XUrVs3Cg0NpUePHqmMdfHiRbK2tlaezAuJrVAoaMKECSSRSKhFixbUp08f5fdBU2wh/YTGjo6OJisrK/r999916kdEdPXqVRo8eDBJJBJq3bo1zZkzh0pLSwUf/7M2b95M48ePr3McXdpU01bkEULIWtfWpuZn15Cxme7u3LlDLi4u5O3tXes7zBhjjDHGdJIqItLh3pt6OHDgAEaNGoUFCxYgPDy8MYdijDHG2AsoIyMDvr6+6NatGw4cOABTU1N9p8QYY4wx9iK60KhFntOnT2PQoEEICAjAtm3blM9eYYwxxhh71rlz5+Dn54cRI0bgu+++4xczMMYYY4zp7kKj/Q/q8uXLGD58OAYOHIgtW7ZwgYcxxhhjanl6euLf//439u3bh5kzZ+o7HcYYY4yxF1KjFHmys7MxaNAg9OjRAwkJCTAyMmqMYZgeXb9+XeXVyOp+AgIC9J0qY4yxF0T//v2xY8cObNy4EStXrtR3OowxxhhjL5wGv12roqICvr6+qKiowKlTp9CiRYuGDM8YY4yxv7j169dj7ty5OHjwIIYOHarvdBhjjDHGXhQXGvwSmxkzZuDPP//E2bNnucDDGGOMMZ3NmjULFy9exHvvvYezZ8+iY8eO+k6JMcYYY+yF0KBX8nzzzTeYMWMGfvrpJwwfPryhwjLGGGPsJVNRUQEfHx/IZDKcPn0a5ubm+k6JMcYYY6y5a7gHL6ekpGDu3Ln4/PPPucCjJ5mZmViyZAkcHR1x69YtfafToAoLC+Hk5MTPaGCMsZeEmZkZfvjhB9y9excfffSRvtNhjDHGGHshNEiR5/79+xgzZgwGDRqEpUuXNkRIVg8zZ85EZGQk8vLydOoXExMDqVTaSFnVT105EZFe39JWWVmJpUuXokOHDrCwsEC3bt3wzTffoObFcPn5+QgMDISlpSVcXFwQGxtbrzj37t3D119/DT8/P8yYMUOnXLXl8LzxhfSNj49Hjx49IJFI4ODggAkTJiAnJwcA8NNPPwl6cLdIJIJMJhM8Z/v27UPXrl0hkUjQq1cvnDp1SuuxCI0NAJ9//rlKbsbGxsjPz9c6hpB+jRkbAEpKSvDll1/Cy8sLEokEn332WZ3xkpOTYWhoiOvXr6sdU10bbfN/+PBhtZ/zmjVrao1TUVGBESNGaDx+IWtdSJumjs2EcXFxwa5du5CQkID169frOx3GGGOMseaPnpNCoaAhQ4bQ3/72NyoqKnrecOw5LVu2jABQVlaWoPalpaX0yiuvNKvPrjnmREQ0ffp02rp1KxUXF1N2djZNnjyZANCCBQuUbUpKSqhTp040cuRIevjwIaWkpJCNjQ1FREToFIeIaPLkydStWzcCQEFBQYLzFJLD88QX0nfXrl1kY2NDBw8epLKyMsrJyaExY8bQq6++SgqFguLj42nChAmUn59PCoWCCgoKCAANHz6ciIjkcjmdO3dO+e+KkDlLSkqiiIgIKikpoStXrpCXlxdJJBK6f/++xmMR+nmUlJSQtbU1AVD+DBs2TOtcCenXmLGJiE6dOkXOzs7UuXNn2rBhA2VkZJBMJqvVrrCwkNq1a0cA6Nq1a3WOqa6NkPmfMmWKSq7VPyKRiHJycmqNVV5erlwT6o5f21oX+n1oythMd+Hh4WRsbEwXLlzQdyqMMcYYY81Z6nMXeTZv3kwGBgZ0/PjxhkiIPafY2FidijwTJ04kAM2qoNIcc8rPz6e4uDiVbVVVVeTq6koODg7KbfPnzydjY2N68OCBcltoaCgZGxtTVlaW4DjV5HI5mZqa6lSE0ZbD88YX0nfcuHHk5+ensu3EiRMkEolIKpXSli1bqLCwULmvZpGnWlxcHKWmpgqas+joaJU2Bw4cIAB09OhRtcegy+cRERFBe/bsURtLHSH9GjN2cnIyicViCggIoIqKCo1t33vvPZo9e7bGIo+6Ntrmv6KiggYMGEBpaWkqBaZHjx6pLWhpK/IIWeu6fB+aKjbTXVVVFb355pvk7u5OlZWV+k6HMcYYY6y5er4iT25uLtnY2NT6izdrOOnp6eTr60tWVla0cOFC2rp1K+Xl5Sn3nzx5kvr06UNisZg8PDxo3rx5KkWe27dvU0BAALVq1YrMzc2pd+/elJqaSkREH330Ua2/qD969EhjHyH+/PNPCg4OJgcHB8rMzKS1a9eSs7Mz2dra0ldffUVEROvWrSNnZ2eSSCQ0f/58Zd+6cqo+Ee/bty8tXrz4uceolpCQQK+//jqZmJhQp06d6nWSPXr0aPL29iaipych9vb25OPjo9ImJSWFANA///lPQXFqsrKyElyEqU8OusQX2nf16tUkEokoLCyM5HI5KRQKmjx5svLzk0qlKu3VFXkeP36s9oSu5pzVLGCEh4eTi4sLlZeXK7dduXKFbG1tKSwsTONx1YxdVlZG9vb25OLiQh9++GGd34e6YgvpJ6RNXYT0KygoIFtbWxo0aFCdV+48a+PGjbR27Vratm2b2iKPpjba5j87O1vl365qW7dupa+//rrOnDQVeYSsdaHfh5qfXUPGZg0nMzOTJBIJzy1jjDHGmHrPV+Tx9/enzp07U1lZWUMlxGrw9PSk3bt3U3l5OR09epRsbW2VJ0opKSlkZmZGq1atoqKiIkpMTCSxWKxS5PH09KSBAwdSXl4epaenk5OTE/Xq1UsZf+XKlbWumtHWR5shQ4aQsbExAaDFixdTSkoKFRUV0bBhw8jAwICCg4Pp0KFD9PjxY+XtZUlJSWpziouLU96SsmjRogYZY+vWreTr60sZGRlUUFBAI0eOJAMDAzp//rxOn4+rqytt2rSJiJ6eKAKgcePGqbR58OCB1ttvno1Tky5FmPrk0BhFnidPnlBgYCABIDc3Nxo7diwlJiaqjaOuyKOJujnLzMykkJAQcnJyokuXLqnsu3z5MtnY2NCKFSt0ir1u3bpatxeFhIRojS2kn5A2dRHSb9asWQSAwsPDqWfPnmRqakpubm50+PBhlXbXrl2j0aNHk0KhUFvkEdKGSPP818XPz4/y8/Pr3KepyCNkrQv9PtT87BoyNmtYUVFRZGRkpPO/1YwxxhhjL4n6F3m2bt1KBgYGdOzYsYZMiD2jrKyMANDZs2eV29avX68s8ri7u9PQoUNV+gQFBakUeXr06EGxsbHK/ZMmTSI7Ozvl73UVebT1EaK6sHLjxg3ltv379xMAOnDggHLbjRs3CABt2LBBY0537txRKfI8zxgymYzs7e1VTlBv375NAGjs2LGCj/H48ePUrVs3ksvlRER05MgRAkCzZ89WaSeXywkA9ezZU1CcmnQpwtQnh8Yo8hA9fV7X22+/TQYGBmRhYUG7d+9WG0fXIo+6OcvJyVEWPUxNTWn+/Plq51WX2E+ePKHc3Fz6z3/+Q5MmTSIjIyMCQDExMRpjCenXWLGrqqrIzs6OHB0dac+ePVRSUkKpqanUvn17MjMzoz///JOIiCorK2nIkCF07949IqI6CzhC2hDpPv83b94kf39/5e/VhUFtPzt37hS01uv7nWzM2Oz5VFVVka+vL3l4eNCTJ0/0nQ5jjDHGWHOTWq+3a929exfz5s3D7Nmz4evrW58QTACxWAwHBwf0798fwcHByM3NxcyZM9GmTRukpaUhLS0NgwcPVunj4eGh8vv58+cxbdo0/P7775gwYQISEhIgk8k0jlufPjXZ29sDAExMTJTbJBIJAMDQ0FC5rXq/tvh2dnYNNsalS5eQn58PV1dX5Zt9XFxcAABXr14VcniQyWQICQlBfHy8cqwnT54AAMzNzVXaVlVV1cpTUxwhTpw4UevtRHPmzKlXDrrE10VYWBh69eqF5ORkWFlZ4d1338X27dt1ilEXTXPm5OSE8vJyJCUloXfv3oiMjMTy5cufO7axsTEcHR3h7++P7du3IykpCZaWlli1apXGeEL6NVbsvLw8FBQUoF+/fnjnnXfQokULdO/eHWvWrEFFRQXWrVsHAAgODsbs2bPRunVrtWMJaQPoPv/bt29HYGCg8vddu3aBiJQ/5eXlGD58uMo2IsLYsWMFrfX6fh8aMzZ7PgYGBtiyZQtu3Lih9TvCGGOMMfYyqleRZ9GiRbCxsUFYWFhD58NqSExMhLW1NSIiItChQwcsWbIECoUC165dA1B38eNZubm58Pf3R1BQEPz9/REYGFjnq6Gft09NBgb1Wlo6xavvGAUFBQCAO3fu1Dp5vHTpkqAY8+fPx7x58+Dm5qbc1qZNGwDAw4cPVdoWFRWp7NcW53nUJ4fGkJCQgL1792LRokXw8fHB2bNn4erqihkzZuD+/fvPFVvbnJmZmaFfv344dOgQXnvtNezatavBYlfz8fFBaGgosrOzdSqACunXULEfPXoEAGjRooVKu7feeguGhoZIT0/Hf//7XxAR/P391cYV0uZZQuefiJCYmIhRo0YJPEJVQtZ6fb8PjRmbPb/OnTvjn//8J7744gvcvn1b3+kwxhhjjDUrOp8l//777/j+++8RGRlZ6y+YrOH5+PggIyMDUVFRsLW1RXh4OKKjo5V/Jc7Ozlbbt7S0FL6+vrCyssL58+cxfvx4mJmZaRyvPn1eNFZWVgCeFtDqIyoqCv369cPIkSOV24gIXbt2haWlJTIyMlTa//nnnwCAvn37CoojhI+PT60CVXR0tM456BpfqNjYWLzxxhvK3x0dHfHTTz8pr/KoL13mzNTUFAEBAZDL5Q0eG3g6R46OjjA2NhaYvfB+DRG7bdu2MDIyQlZWlkobY2NjWFlZoU2bNoiJiUFUVJTKFVtTpkwBALi6uqJLly6C2tRF2/z/9ttvyvVaH0LWen2/D40ZmzWMOXPmwNnZGYsXL9Z3KowxxhhjzYpORR4iwqeffoq+ffvW+6+vTLiKigqEhYXBzMwMc+bMwY0bN+Dq6orTp0/D29sbBgYGiI+Ph0KhqNW3oKAAx48fR1ZWFj744AOVW0+ePXEViUQq24T0EaL6CoTqWxcAKPOsa9uzJ4I1c3o23rPt6juGh4cHrKysEBwcjFWrVuHu3bsoLi7GsWPHMH/+fI3HtWvXLnh6eirXv0wmQ3JyMsLCwmBiYoKJEyfixIkTkEqlyj6//PILxGIxxowZIyjO89Alh8ZkYmJS6+S3ffv2MDU1hYWFRb1i1mfOsrKyMGzYsEaJffr0aXz66ac6HoWwfg0Ru0WLFvD390dycjLu3r2rbJOXl4fCwkKMHDkS+/fvr1XM27ZtGwDg2rVruH79uqA26mia/+3bt2Ps2LE6H2M1IWu9vt+HxozNGoaxsTFWrVqFhIQEnD59Wt/pMMYYY4w1H7o8weenn34ikUhE586d0/HZP6w+ysvLycTEhDZs2EBSqZSys7OpS5cuyociT5s2jQDQ+PHjKTs7m27evEmDBw8mAGRtbU3jxo0jADRx4kSSSqWUmJhIbm5uZGRkRFevXqWkpCTauHEjAaDDhw/T5s2b6eDBg1r7aFNZWUmjRo0iALR582aqqqoimUxGCxcuJAC0YMECkslkpFAolOOPHDlS+QrmmjnduXOHDhw4QACod+/eVFZW9txjREVF1XqYq5GRESUnJ6s9rhUrVqh9EOzPP/9MRE/frOPs7EyTJ0+mkpISOnz4MFlaWtKaNWt0ikP09MHFubm5qBbuTAAAIABJREFUZGJiQm+99ZbKq8A1EZLD88QX0rf6AdhhYWFUWFhI9+7do6CgIOratWutV6JXVVXR4cOHlW/iKiwsrDWetjnLyckhe3t7mjRpEqWnp5NUKqXo6Ghyd3dXiZeWlkY2NjYUHh4uOLZMJqPp06fTt99+SxUVFVRYWEibNm2iKVOmkEKhUBtbSD+hsdetW0dWVlaUkpKiU7/09HRq2bIl+fr60u3btyknJ4cGDx5MgwYNUvvZanpzlro2Que/WklJCdnb22t9M6Omt2sRCVvrQtrUtS4aKjZrXP369aN+/frpOw3GGGOMseZC+Nu1FAoFeXl50ahRoxozIfaM8vJyiomJoeXLl5O9vT21bduWVqxYoTyJk8vlFBISQnZ2diSRSOj999+nlStXkoeHB8XGxpJUKqWFCxeSpaUlubm50d69e2nHjh1kYWFBc+fOpaqqKnr48CH17t2b7OzsKD4+nohIax9thg8frnKivGzZMho/frzKtsDAQOXbsap/qk/maua0b98+lXbu7u7PPQYR0aZNm6hjx44kFovJy8uLjhw5ovaYIiMj1RYCzM3NlcUjoqevkB46dCiZm5tTly5daPv27fWKM2/evFptLly4IGjtaMqhIeIL6ZuQkECvv/46mZiYkJOTE02dOpUKCgpqxerYsWOtWM++hlzInJWWltLgwYPJ3NycxGIxdevWjUJDQ+nRo0cqY128eJGsra2VJ/NCYisUCpowYQJJJBJq0aIF9enTR/ld0RRbSD+hsaOjo8nKyop+//13nfoREV29epUGDx5MEomEWrduTXPmzKHS0tI62xLVr8gjdP6rbd68mcaPH682vi6ErHVtbWp+dg0ZmzWuEydOEAD69ddf9Z0KY4wxxlhzkCoiEnYfzo8//ojRo0fjwoULcHd3F9KFMcYYY6xRDRkyBI8fP8aJEyf0nQpjjDHGmL5dEFzk+fvf/w4HBwfs3bu3sZNijDHGGBPk1KlT6NOnD44fPw4fHx99p8MYY4wxpk/CijwnT56Ej48PTp48id69ezdFYowxxhhjgvTu3Rtt2rThP0Qxxhhj7GV3QdDbtaKiotCrVy8u8Lzkrl+/rvIaZXU/AQEB+k6VMcbYS2Tu3Ln497//jZs3b+o7FcYYY4wxvdJ6JU9eXh7atWuHuLg4jBs3rqnyYowxxhgTpKqqCu3bt8f48eMRERGh73QYY4wxxvRF+5U8cXFxkEgkePvtt5siIcYYY4wxnRgaGmLy5Mn417/+BZlMpu90GGOMMcb0RmuRZ+vWrZgwYQLEYnFT5MMYY4wxprMpU6YgPz8fP//8s75TYYwxxhjTG41FntTUVKSnp+P9999vqnwYYwJlZmZiyZIlcHR0xK1bt/SdDmOM6dUrr7wCHx8f7Nq1S9+pMMYYY4zpjcYiz549e+Ds7AwvL6+myocxJtDMmTMRGRmJvLw8nfrFxMRAKpU2UlZ/PXXNF88hY83TO++8g/3796OiokLfqTDGGGOM6YXGIs8PP/yAgIAAiESipsqHMSbQwYMHERwcrFOfx48fIyoqqpEy+uupa754DhlrvkaPHo3S0lIcOXJE36kwxhhjjOmF2iJPZmYm0tPTMXLkyKbMhzGmA3t7e53aT5s2DZmZmY2UzV9PXfPFc8hY8+Xk5IQePXrg0KFD+k6FMcYYY0wv1BZ5jhw5AnNzc/Tq1asp82HspZaRkYG+ffvC2toaixYtwrZt23Dv3j3l/lOnTsHHxwfm5ubo3r17rWJDdnY2xowZAzs7O1hYWKBPnz64cOECAGDq1KmIi4sDANjY2EAkEqG0tFRjHyFu3LiBhQsXonXr1sjLy8Nnn32GVq1awdHREbt37xaU282bNxESEgJHR0dkZWUhKioK7dq1Q6tWrRATEwMAWL9+Pdq1a4cWLVpgwYIFtfJITEyEu7s7TE1N0blzZ/zwww9ac09OTsabb74JCwsLtGnTBp988onyNqy65uu9996rcw61xWKMNZ1BgwbxlTyMMcYYe3mRGu+++y4NHTpU3W7GWCPw9PSk3bt3U3l5OR09epRsbW0pLy+PiIhSUlLIzMyMVq1aRUVFRZSYmEhisZgAUFZWlrL/wIEDKS8vj9LT08nJyYl69eqljL9y5UoCQEVFRSpjauqjjY+PDxkaGhIAmjVrFqWmppJUKiVfX1+ytrYmmUymdZwhQ4aQsbExAaDFixdTSkoKFRUV0bBhw8jAwICCg4Pp0KFD9PjxY1q2bBkBoKSkJGUOW7duJV9fX8rIyKCCggIaOXIkGRgY0Pnz59Xm/csvv1CLFi1o//799OjRI0pISCALCwvy9PRU5lzXfNW1TUgsxljT+PXXXwkA3b59W9+pMMYYY4w1tVS1V/KcPHkSb775ZlPUmRhjAMrLy3Hu3Dm0b98eZmZmePPNN7Fs2TLl/qCgIPTr1w8LFiyAtbU1xowZg4kTJ6rEUCgUGDVqFNq0aYNOnTphwIABuHnzpsZx69PnWcePH8ecOXMAAAsWLED37t1hZWWFt99+G1KpFPfv39c6zs8//4yQkBAAT1+D7O3tDWtra3zyySdQKBTo06cPhg4dCnNzc7z33nsAnl5BBAByuRyLFy/Gpk2b8Le//Q2tWrXC+vXroVAosHr16jpzJiJMnz4dkyZNwogRIyCRSPDuu+9i/vz5OHfuHDZv3iz4+BsyFmPs+fXu3RvGxsY4efKkvlNhjDHGGGtydRZ58vLykJubC29v76bOh7GXllgshoODA/r374/g4GDk5uZi5syZaNOmDdLS0pCWlobBgwer9PHw8FD5/fz585g2bRp+//13TJgwAQkJCZDJZBrHrU+fmqqfDWRmZqbcZm5uDgDKWNrGqY5hYmKi3CaRSAAAhoaGym3V+6v7Xrp0Cfn5+XB1dYVIJIJIJIKLiwsA4OrVq2qPOSMjA+7u7irbp06dCuDpQ62FashYjLHnZ2ZmBjc3N5w7d07fqTDGGGOMNbk6izxnzpyBgYEBevTo0dT5MPZSS0xMhLW1NSIiItChQwcsWbIECoUC165dAwDY2dlp7J+bmwt/f38EBQXB398fgYGBIKIG71OTgYHGF/UJGkdIjLoUFBQAAO7cuQMiUvm5dOlSnX1u374NACgrK1PZ7ujoCHNzc9y9e1fw+A0ZizHWMLy8vHD27Fl9p8EYY4wx1uTqPKu6fPkyOnToACsrq6bOh7GXmo+PDzIyMhAVFQVbW1uEh4cjOjpaefVKdna22r6lpaXw9fWFlZUVzp8/j/Hjx6tcWdNQfeqjMcep/ncqMTFRcJ+2bdsCgLJ49iwjIyO88soreonFGGsYHh4euHz5sr7TYIwxxhhrcnUWedLT09G5c+emzoWxl1pFRQXCwsJgZmaGOXPm4MaNG3B1dcXp06fh7e0NAwMDxMfHQ6FQ1OpbUFCA48ePIysrCx988IHK7U3PXi0jEolUtgnpIzR3AKiqqlJuq85TLpcLGqf69qu6YqiLCzw9mbOyskJwcDBWrVqFu3fvori4GMeOHcP8+fPrzLd79+5wdnbGrl27lG/HAp5eDVRSUoLAwEAAteerrm1CYzHGmk7nzp0hlUqVV/oxxhhjjL0suMjDWDOyYsUKbNy4EcXFxSguLgYRoX///mjbti0+/vhjXL16FRMnTkROTg4yMzOxb98+AMDgwYOxY8cOAMD333+P4uJi7N69GydPnkRZWRn++OMPHD16FDY2NgCePkdmy5YtykKFpj7aVFZW4sSJEwCApKQkEBFkMpmy72+//QYHBweN4/zyyy9ISkpSxlAoFJDL5fjvf/8L4OnryeVyOYhI+Wrko0ePorKyEmZmZggNDUVlZSUWLVqEtm3bwtraGgMGDMD/+3//r86cTU1NERkZCalUivHjx+Pu3bvIy8vDJ598giFDhiAgIAAAas1Xbm5urW0PHjwQFIsx1nSq/w+Tnp6u50wYY4wxxppYXe/catOmDUVFRTXqe70YY6rKy8spJiaGli9fTvb29tS2bVtasWIFKRQKIiKSy+UUEhJCdnZ2JJFI6P3336eVK1eSh4cHxcbGklQqpYULF5KlpSW5ubnR3r17aceOHWRhYUFz586lqqoqevjwIfXu3Zvs7OwoPj6eiEhrH23efPNNAqD8Wb16NXl7e6ts++qrrzSO4+/vr9J+2bJlNH78eJVtgYGBytenV/8MHz5cmcemTZuoY8eOJBaLycvLi44cOaI19z179pC7uzuZmppSu3btKCQkhCoqKpT765qvurYJicUYazoKhYJMTU3pu+++03cqjDHGGGNNKVVEpHpfhkKhgKmpKb777ju+zYAxxhhjL6R27dphzpw5+PTTT/WdCmOMMcZYU7lQ63atBw8eQC6Xo3Xr1vpIiDHGGGPsudnb2+P+/fv6ToMxxhhjrEnVKvIUFRUBAFq2bNnkyTDGGGOMNYRWrVqhsLBQ32kwxhhjjDWpWkWe6rfkNMZrlBljL47r169DJBJp/eEHCzPGmiNTU1Pl/2kYY4wxxl4WRjU3VFZWAnj6nyPG2MurS5cuOr9KnTHGmgszMzMu8jDGGGPspVPrSh65XA4AMDQ0bPJkGGOMMcYagrGxMWQymb7TYIwxxhhrUrWKPCYmJgDA/zFijDHG2AursrKSr0pmjDHG2EunVpGn+j9E1bdtseYrMzMTS5YsgaOjI27duqXvdNj/nDlzBh999BE6dOig71QaHa/Bl+vz/ivhtfvXV1FRwc8XZIwxxthLp1aRx9zcHABQVlbW5Mkw3cycORORkZHIy8vTqV9MTAykUmkjZdV8CTnuyspKLF26FB06dICFhQW6deuGb775ptazae7du4evv/4afn5+mDFjhnK7QqHAqFGj8O233+LRo0dac4qPj0ePHj0gkUjg4OCACRMmICcnR6XNvn370LVrV0gkEvTq1QunTp1S2X/48GG1D0Ves2aNsl1+fj4CAwNhaWkJFxcXxMbG1spH21g1qVuDR44cwRtvvAGxWAwXFxesXLmy1hwKOXZthOT7vONomt/Vq1fr9HlrInTtCfH555+r5GlsbIz8/HzlfiFrQZuGmnttcXSdl5KSEnz55Zfw8vKCRCLBZ599Vmc7dWu3IeaGNQ/l5eUQi8X6ToMxxhhjrGlRDcXFxQSAfv7555q7WDO0bNkyAkBZWVmC2peWltIrr7xCRUVFjZtYMyP0uKdPn05bt26l4uJiys7OpsmTJxMAWrBggUq7yZMnU7du3QgABQUF1YozfPhwsrW11TjWrl27yMbGhg4ePEhlZWWUk5NDY8aMoVdffZUUCgURESUlJVFERASVlJTQlStXyMvLiyQSCd2/f18ZZ8qUKQSg1o9IJKKcnBwiIiopKaFOnTrRyJEj6eHDh5SSkkI2NjYUERGhjCNkrLrUXIO//fYbmZubU0JCApWUlNC//vUvMjIyohkzZuh07NoIybchxhEyv0I+b22Erj1tSkpKyNraWiXXYcOGqezXtha0aai5FxJHl3k5deoUOTs7U+fOnWnDhg2UkZFBMplM7XHUXLsNMTes+XBzc6OlS5fqOw3GGGOMsaaUWqvIQ0QkFovpX//6V1Mnw+ohNjZWpyLPxIkTCcBLV+QRctz5+fkUFxensq2qqopcXV3JwcGhVnu5XE6mpqZ1FnmmTJmi9aR/3Lhx5Ofnp7LtxIkTJBKJSCqVEhFRdHS0yv4DBw4QADp69CgREVVUVNCAAQMoLS1N5WT20aNHKif28+fPJ2NjY3rw4IFyW2hoKBkbGyvXjrax1Km5Bt3d3ekf//iHSpsZM2YQADp//rzgY9dGSL7PO47Q+RXyeWui69rTJCIigvbs2aN2v5C1oE1Dzb22OLrMS3JyMonFYgoICKCKigpBx1Fz7TbE3LDmw87OjmJiYvSdBmOMMcZYU0qtdbsWALRu3Rr37t1r6IuGmAAZGRno27cvrK2tsWjRImzbtk3lszh16hR8fHxgbm6O7t27IzMzU6V/dnY2xowZAzs7O1hYWKBPnz64cOECAGDq1KmIi4sDANjY2EAkEqG0tFRjHyFSU1MxY8YMtGvXDrm5uRgxYgQsLCzg4eGB5ORkQbmlp6dj0aJFaNOmDbKzszFixAjY2trizJkzAIDExES4u7vD1NQUnTt3xg8//AAAuHHjBhYuXIjWrVsjLy8Pn332GVq1agVHR0fs3r1b43HXZGdnh/fff19lm4GBAVxdXdGuXbta7Q0NDdU+78HA4OlX6+LFi3jzzTchFovh4eGBEydOKNv06NEDSUlJ+OKLL1BVVQUiwpYtW7Bo0SJYWVkBAD7++GOVuJcuXYKLiwu8vb0BPL215LvvvsPrr78OIyMjZbvdu3djxIgRAJ7eQhYXFwdvb2/Y2toq2wwdOhQymUw5N9rGqqZpDebk5CAtLQ1du3ZV6RMYGKjMS+ixA+o/d6H5ChlH07oUMr+AsM9b0/HosvY0zUl5eTnWrl2LefPm4R//+Eet77HQtdBUc68tjtB5efDgAUaPHg0fHx/s3LlT7cN2Na1dXebm0KFD8Pb2hlgsRocOHbB+/XqVcTTNHWsaMpkMhYWFaN26tb5TYYwxxhhrWnWVfvz8/Gjq1KlNWW1i/+Pp6Um7d++m8vJyOnr0KNna2lJeXh4REaWkpJCZmRmtWrWKioqKKDExkcRiscpfoj09PWngwIGUl5dH6enp5OTkRL169VLGX7lyZa0rWrT10cbBwYEAkKmpKS1dupRycnLojz/+oNdee41MTU3p2rVrWsfp06cPGRoaEgBau3YtnTlzhpydnenw4cO0detW8vX1pYyMDCooKKCRI0eSgYEBnT9/nnx8fJT9Zs2aRampqSSVSsnX15esra2VV1/UddxCubq60qZNm+rcZ2VlVeeVPB9++CGZmZlRREQE5eXl0cWLF6lr165kYWFBd+7cISKiJ0+eUGBgIAEgNzc3Gjt2LCUmJtY5TmZmJoWEhJCTkxNdunRJa85+fn6Un59PRERXrlwhADRu3DiVNg8ePKh1K4+2sbStwTNnzhAACg4OVul39+5dAkCBgYGCj13T5y40XyHj1Gf9Pzu/RMI+b6HH86yaa09bjHXr1tW6pSwkJETZX+haaKq5FxJHyLzMmjWLAFB4eDj17NmTTE1Nyc3NjQ4fPqxso23tCp2bnTt3koODAx07dozKyspo+vTpBIB27typ09yxxnX9+nUCQKmpqfpOhTHGGGOsKdV9u9bHH39M/fr1a+pkXnplZWUEgM6ePavctn79emWRx93dnYYOHarSJygoSKXI06NHD4qNjVXunzRpEtnZ2Sl/r6vYoa2PEP7+/iQWi0kulyu3/fbbbwSAPvnkE0HjLFy4kADQiRMnlNtkMhnZ29srC0VERLdv3yYANHbsWCIimjdvHgFQPh+FiGjNmjUEQHmCXd8iz/Hjx6lbt24qx/UsTUWemrfvXLx4kUQiEc2ePVu5TaFQ0Ntvv00GBgZkYWFBu3fvrhUrJydHedJuampK8+fPV5sPEdHNmzfJ399f+fuRI0cIgMq4RE9vNwNAPf8/e3ceV1W1/g/8wyDzJHoQAae0AkEBE/EqKEqRmDgjmoJTiZmmhklqJle4SabXIfE6kYSJAg43iW+lJKLmVIhoTpCgKIMgyKSH8Ty/P/yxr4fpbFA4os/79eIP9t5rr2c9e21qL/de6623RNelqA/m5+eTiooK2dvby815k5KSQgBo+vTpotou5rqLzY2iHDe1/9fOL5Hi6y22PU+r3ffEnKOiooIyMzPp//7v/2j69Omkrq5OAIRPVsT0hdbMvdjzNJaX6upqkkgkZGZmRgcOHKDi4mK6ePEide/enbS0tOjvv/8mIsV9V0xuysrKSCKR0Pbt24X9V65cIWNjY9q1a1ezrjNrGUeOHCEVFRUqLi5WdiiMMcYYY62p/s+13njjDVy/fr05LwaxZ6CtrY3OnTtj2LBhWLZsGTIzM7FgwQKYmpoiOTkZycnJcHNzkytjZ2cn93tiYiLmzZuH8+fPY9q0aYiMjERlZWWj9TanTG0WFhZQVVWFmpqasG3YsGEwMDDAn3/+Kaqejh07AgDefPNNYdvly5eRm5sLKysrYaWgbt26AQCuXr0KADAxMQEAuU+nalaJa2o7nlZZWYnly5cjIiJCrl3NZWtriy5duiA5OVnYFhQUhIEDByIhIQGGhoaYNGkSwsLC5MpZWFhAKpUiPj4egwYNwrp167B69eoG6wkLCxM+jwKAiooKAP/LSY3q6moAgIaGhqi6xPRBY2Nj+Pj4ICkpCV988QWKioqQmpqK4OBgIQdi2i7muovNjaIcN7X/185vQ56+3mLbU6O+vifmHO3atYOZmRnc3d0RFhaG+Ph4GBgYYO3atQDE9YXWzL3Y8zSWl+zsbOTl5cHFxQUTJkyAvr4+7O3tsX79epSVlWHTpk2i+q6Y3Fy4cAF5eXl46623hP02NjbIz8/H7Nmzm3ydWcu5ceMGzMzMoK+vr+xQGGOMMcZaVb2DPHZ2drh//z4yMzNbO55XXlRUFIyMjBAcHIwePXpgxYoVkMlkwqCbRCJptHxmZibc3d3h6+sLd3d3eHl5KVyCuTllaquZk6Q2CwsL4eFJUT0qKip1yufl5QEA7t27ByKS+7l8+XKjdT+rJUuWwM/PDzY2Ns/tnBKJRFjGPTIyEocOHYK/vz+cnJzwxx9/wMrKCvPnz8f9+/flymlpacHFxQU///wzevfujf3799d7fiJCVFQUxo0bJ2wzNTUFAOTn58sd+/DhQ7n9iuoS2we3bt2KBQsWIDQ0FD179sSGDRtQUFAADQ0NTJo0SVTbxVx3MbkRk+Om9P/68tuYmuvdlPYA9fe9pp4DAJycnBAQEICMjAxUVlaK6gutmXsx51GUl5ql62s/zHt4eEBNTQ0pKSmi+q6Y3NQsQ1+To9qac41Yy0hMTIS9vb2yw2CMMcYYa3X1Ph33798fqqqqwqS3rPU4OTkhNTUVGzZsQIcOHfDVV19h48aNwtsWGRkZDZYtLS2Fs7MzDA0NkZiYiKlTpzY4MfCzlGlIfQ/GBQUF6NatW7PrqZmgNSoqqlkxNdeGDRvg4uKCMWPGCNuaOvBVn6ysLPTq1QsAEBISggEDBgj7zMzMcOTIEeGthvpoampi4sSJqKqqqnf/8ePHYW1tDQMDA2Fbze+pqalyx/79998AgCFDhoiqS0wfBJ68CbF582bk5OTgwYMHWLFiBeLj4+Hv7w9zc3NRbW/Oda8vN4rqaWq/rC+/jam53k1pT0N9r7n3gpOTE8zMzNCuXTtRfaG1ci/2PDUayou5uTnU1dWRnp4ud3y7du1gaGgIU1NTUX1XTG6MjY0BAHv27Kn3HMr6e8Xq+uOPP+Dg4KDsMBhjjDHGWl29gzz6+vqwtLTkQZ5WVlZWhqCgIGhpaWHRokW4efMmrKyscPbsWTg6OkJVVRURERGQyWR1yubl5eHUqVNIT0/HrFmz5D4vqu9tmZptYso0JX6pVCr8fv36ddy/fx9jxowRVU9Nu55+wLOzs4OhoSGWLVuGtWvXIisrC0VFRTh58iSWLFki1Av877OK+s5Vu92N2b9/P/r37y+8rVFZWYmEhAQEBQU1IRt1nTt3DtnZ2cJqQRoaGnUeKLt37w5NTU3o6uo2eJ709HSMHDmy3n1hYWGYPHmy3DYNDQ34+Pjg9OnTwltEAHD06FFoa2vD09NTVF1i+mBtOTk5GDduHJydnREQECAXU2NtF3PdFcUrpp6m9v/68tuQp6+32PY01veam5OzZ8/i008/FfKhqC+0Vu7FnkdRXvT19eHu7o6EhARkZWUJZbKzs1FQUIAxY8aI6rticuPg4ABdXV3s27cPq1atwv3791FSUoLY2FisXr262bljz9eDBw+Qnp4u91kdY4wxxtgro6HZeubOnUuOjo7PY+IfJpJUKiUNDQ3atm0bFRYWUkZGBllaWgqTws6bN48A0NSpUykjI4Nu3bpFbm5uBICMjIxoypQpBIB8fHyosLCQoqKiyMbGhtTV1enq1asUHx9P27dvJwB07Ngx2rlzJ8XGxiosI4avry+pqKjQnDlzKD8/n9LS0mjw4ME0YMAAqqiooEuXLjVaz08//UTvvvtuvauhbNiwQW7FIACkrq5OCQkJVFZWJpTbt28fyWQyqqioIE9PTwJA27dvJ5lMVqfdNRMy1xYYGFinrpqfX375RThOJpNRZmYmaWhokIeHB0mlUrnzrFy5UljZKDs7my5fvkyWlpY0e/Zs4ZiYmBgCQEFBQVRQUEA5OTnk6+tL1tbWVF5eTnfv3iUTExOaPn06paSkUGFhIW3cuJFsbW2poKCgTuzFxcVkYmJCjx8/rrPvwYMH1KVLF5oxYwYVFxfTsWPHyMDAgNavX09EJLouRX0wODiYHj16RMnJyRQYGEgSiYQWL15MFRUVcvEoarui6y42XkX1KOqXT/f/xvIr5no31h6xfa+xc1RWVtLHH39MoaGhVFZWRgUFBbRjxw6aOXOm3CTYivpCa+Ve7HnE5CUlJYWMjY3J2dmZ7ty5Q3fv3iU3Nzd65513mtR3xeQmODi4ThwGBgZ09epVUdeZtbyoqChSU1Or9+8kY4wxxthLrv7VtYiIoqOj+X+SWplUKqUtW7bQ6tWrycTEhMzNzSkwMFB4QKuqqqLly5eTRCIhPT098vb2pjVr1pCdnR2FhIRQYWEhLV26lAwMDMjGxoYOHTpEe/bsIV1dXVq8eDFVV1dTfn4+DRo0iCQSCUVERBARKSwjhq+vL+nq6lJISAgZGxuTgYEBeXt7U35+vnBMY/U4ODgID0QSiYT8/Pzkzr9jxw7q2bMnaWtrk4ODA8XFxRER0dChQ+Uepr755htydHSU2/btt9/W2+7a1q1b1+DDpI6ODpWVlQnH1qzo9fRPUlKSsF8mk9HOnTupd+/epKGhQZaWlrR161ZCQU3CAAAgAElEQVS5h20iosjISOrbty9paGiQhYUFzZkzh/Ly8oiIqLS0lNzc3EhHR4e0tbWpT58+FBAQQCUlJfXGv3PnTpo6dWqD1ygtLY1GjBhBOjo6ZGlpSWFhYcI+sXWJ6YNqamrUvXt3ev/99+n8+fMNxtNY22s0dN2bkhtF9Yjt/43lV+z1bqg9Tel7DZ1DJpPRtGnTSE9Pj/T19Wnw4MEN9vXG+kJr5V7MeZqSl6tXr5Kbmxvp6elRp06daNGiRVRaWirsF9N3xeZm48aN1KVLF9LT06N33nmnzsB0Q7ljrePDDz+kf/zjH8oOgzHGGGNMGS6qENX/XUJBQQFMTEwQGRmJCRMm1HcIY4K5c+fihx9+QGlpqbJDYYwx9grr0aMHvL29G12FkDHGGGPsJZXU4LJExsbGGDx4MA4fPtyaAbE2qrq6Wm5OHMYYY6y1Xbx4Ebdv38bo0aOVHQpjjDHGmFI0uvb0hAkTcOTIEWFiW8bqU1RUhMTERJSVleHUqVPPZRUqxhhjrKkOHjyILl268KTLjDHGGHtlNTrIM378eJSWluLo0aOtFQ97gdy4cQMqKioKf4yMjJCUlATgyTLDoaGhSo6cMcbYq+jAgQOYOHGisKIiY4wxxtirpsE5eWoMGzYM7du3x6FDh1orJsYYY4yxJvn999/h5OSExMRE9OvXT9nhMMYYY4wpQ8Nz8tSYPXs2YmJikJOT0xoBMcYYY4w1WWhoKPr27csDPIwxxhh7pSkc5JkwYQL09PQQHh7eGvEwxhhjjDVJUVERoqOj8eGHHyo7FMYYY4wxpVI4yKOtrY1Zs2Zh8+bNqKysbI2YGGMipKWlYcWKFTAzM8Pt27eVHU6Lys/Ph7m5OYKCgpQdCmPsBbRjxw6oqKjA29tb2aEwxhhjjCmVwkEeAPjkk09w//59REdHt3Q8jDGRFixYgHXr1iE7O7tJ5bZs2YLCwsIWiqplEJHw8zwpysXYsWPrTDSuo6OD7t27w9vbG9evX5c7PicnB1u3bsXw4cMxf/785xorY6x+VVVV2LJlCz744AMYGhoqOxzGGGOMMaVSOPFyjcmTJyMlJQWJiYm8agVjL4iAgAD885//RHp6Orp3767w+EePHqFv375ITEyEkZFRywf4AhObizt37qB3797Q19fHzZs3oa6ujsOHD2Pu3LlQVVXFiRMnhDlAZs6cicTERFy5cgW+vr7Ytm1bazWHsVfW3r17MX36dKSmpqJHjx7KDocxxhhjTJkUT7xcY8WKFUhOTsaPP/7YkgExxprAxMSkScfPmzcPaWlpLRRN2yI2F926dUP79u2hrq4OQ0ND6OrqYtq0aVixYgVKSkqwcuVK4djdu3cjKSkJmpqaLRk6Y+z/q66uRlBQEN5//30e4GGMMcYYg8jPtQCgT58+GDduHFauXAmZTNaSMTH2ykpNTcWQIUNgZGQEf39/7N69W25luzNnzsDJyQk6Ojqwt7evM0iRkZEBT09PSCQS6OrqYvDgwUhKSgIAzJkzR5hAvX379lBRUUFpaWmjZcS4ePEi5s+fj65duyIzMxOjRo2Crq4u7OzskJCQAABISUmBv78/TE1NkZGRgVGjRqFDhw64cOECACAhIQFDhw6Frq4uTE1N8dFHHwmfUZWVleGHH37AsGHDsHTpUrm6o6KiYGtrC01NTbzxxhs4ePCg3P6ff/4Zjo6O0NbWRo8ePbB58+ZGc9EUAwcOBABcu3ZNbruamhq0tLSadC7GWPPs2bMHqampWLFihbJDYYwxxhh7MVATXLlyhVRVVWnfvn1NKcYYE6l///4UHR1NUqmUTpw4QR06dKDs7GwiIjp37hxpaWnR2rVr6eHDhxQVFUXa2toEgNLT04Xyb7/9NmVnZ1NKSgpZWFjQwIEDhfOvWbOGANDDhw/l6mysjCKdO3cmAKSpqUkrV66ku3fv0rVr16h3796kqalJ169fp8GDB5OamhoBoH//+9904cIF6tKlCx07doyOHj1K+vr6FBMTQyUlJRQZGUm6urrUv39/qqyspL1791L79u0JAPn5+Qn1fvfdd+Ts7EypqamUl5dHY8aMIVVVVUpMTCQion379lHnzp3p5MmT9PjxY/r4448JgPD3q75cNMTc3JzMzc3ltm3evJkAkLOzc53jDQ0NydfXV3QOGWNNV1ZWRj169KDZs2crOxTGGGOMsRfFRdFv8gCAjY0Npk+fjqVLl+Lx48fPe7yJsVeaVCrFn3/+ie7du0NLSwtDhw7FqlWrhP2+vr5wcXHBZ599BiMjI3h6esLHx0fuHDKZDOPGjYOpqSlef/11uLq64tatW43W25wyT8vKyoK7uztUVVWxatUqWFhYwMrKClu2bEF5eTk2b96M06dPw8/PDwAwYMAAODg4ICMjA66urvj4448xffp0jBo1Cnp6epg0aRKWLFmCP//8Ezt37sT777+PlJQUuTqrqqrw+eefY8eOHejVqxc6duyIzZs3QyaT4ZtvvkF5eTk++eQTBAQEwNnZGdra2pg7dy6MjY3x6NEj0W2rXWdeXh6kUimOHDmCVatWQUVFBUuWLGnW+Rhjz2bDhg3IycnBl19+qexQGGOMMcZeGE0a5AGANWvWoKioCBs3bmyJeBh7ZWlra6Nz584YNmwYli1bhszMTCxYsACmpqZITk5GcnIy3Nzc5MrY2dnJ/Z6YmIh58+bh/PnzmDZtGiIjI1FZWdlovc0pU5uFhQVUVVWhpqYmbBs2bBgMDAzw559/AgA6duwIAHjzzTfl6k5NTYWtra3c+ebMmQMAiI2NFco+PeH75cuXkZubCysrK2HVq27dugEArl69igsXLiAvLw9vvfWWUMbGxgb5+fmYPXt2k9pWo7S0FJMnT4apqSlmzpyJPn364NixYxg9enSzzscYa77c3FwEBwfj888/R9euXZUdDmOMMcbYC6PJgzydOnXC0qVLsWbNGty+fbsFQmLs1RUVFQUjIyMEBwejR48eWLFiBWQymbBUt0QiabR8ZmYm3N3d4evrC3d3d3h5eSlcdrw5ZWpTVa3/T4mFhQUqKioAoN5V+e7cuQMAdd4MNDMzg46ODrKysuqtIy8vDwBw7949ueXViUgYAHr6uOfByMgIv/32G4qKipCfn4+EhAS4uro+t/MzxsRbsmQJ9PX1+U06xhhjjLFamjzIAwCfffYZunfvjtmzZzf5YZAx1jAnJyekpqZiw4YN6NChA7766its3LgRGhoaAJ5MrNyQ0tJSODs7w9DQEImJiZg6darCCYCbU6Yh9f0tKCgoEN6wqY+5uTkACINYT1NXV8drr71WbzlDQ0MATwbF6mNsbAzgyaSsjLGXS2xsLPbs2YNvv/0WOjo6yg6HMcYYY+yF0qxBHg0NDYSHh+PUqVPYsWPH846JsVdSWVkZgoKCoKWlhUWLFuHmzZuwsrLC2bNn4ejoCFVVVURERNS7ul1eXh5OnTqF9PR0zJo1S+6zqacHX2repqnZJqZMU+KXSqXC79evX8f9+/cxZswYABDirqqqEo6xt7dHly5dsH//frnVre7du4fi4mJ4eXnVW5ednR0MDQ2xbNkyrF27FllZWSgqKsLJkyexZMkSODg4QFdXF/v27cOqVatw//59lJSUIDY2FqtXr643F4yxF19RURHmzp0Lb29vjB07VtnhMMYYY4y9cJo1yAM8eTjz8/ODn59fnWWcGWPNExgYiO3bt6OoqAhFRUUgIgwbNgzm5uaYO3curl69Ch8fH9y9exdpaWk4fPgwAMDNzU14a2Xv3r0oKipCdHQ0fv/9dzx+/BjXrl3DiRMn0L59ewBP5sLZtWuXMMDRWBmxiAiLFi1CQUEB0tPT8eGHH8LBwQHe3t549OgRjh8/DgDIzs4WymhqamLdunUoLCzE1KlTkZWVhezsbHz00Ud49913MXHixHrr0tLSQkBAAMrLy+Hv7w9zc3MYGRnB1dUVo0ePhp6eHlauXAkiwurVq2FqagoDAwO8//77wjlr5yIzM7Peum7fvo2HDx/i4cOHwudljeUgKysLUqkUWVlZKCsrE50/xphiixYtQlVVFc8LyBhjjDHWkGdZm6usrIysra3J1dWVZDLZs5yKsVeeVCqlLVu20OrVq8nExITMzc0pMDBQuLeqqqpo+fLlJJFISE9Pj7y9vWnNmjVkZ2dHISEhVFhYSEuXLiUDAwOysbGhQ4cO0Z49e0hXV5cWL15M1dXVlJ+fT4MGDSKJREIRERFERArLiOHr60u6uroUEhJCxsbGZGBgQN7e3pSfn09ERI6OjgSAAJBEIpFbCp2I6MCBA2Rra0uamprUtWtXWr58OZWVlckdo6amRp999pncth07dlDPnj1JW1ubHBwcKC4uTm7/xo0bqUuXLqSnp0fvvPMOXbx4UdhXXy5qGzNmjBB3zc97773XYB78/PzqHJ+UlKQ4gYwxhY4dO0YqKip08OBBZYfCGGOMMfaiuqhC9GzfKpw7dw5OTk7Ytm0bPvjgg2cbcWKMtUlz587FDz/8IPfJ1fOmrq6OVatWYeXKlS1WB2PsxVRUVIQ+ffrAyckJERERyg6HMcYYY+xFldTsz7VqDBw4EH5+fli0aBGuXLnyPIJijLUx1dXVqK6ubvHz9+3bt8XqYIy9mIgIM2bMQGVlJTZv3qzscBhjjDHGXmjPPMgDAP/617/Qv39/jB49Gvn5+c/jlIyxNqKoqAiJiYkoKyvDqVOnnttExr/88gskEgkiIiKQkJCAnj17wt3d/bmcmzHWdnz11VeIjY1FZGQkOnbsqOxwGGOMMcZeaM9lkEddXR2RkZGoqqrClClTWvRf9BljrePGjRtQUVFR+GNkZISkpCQAwJAhQxAaGvpc6u/cuTN0dXUxe/ZsrF27FkePHhWWkmeMvRri4uKwatUqrF+/HkOGDFF2OIwxxhhjL7xnnpPnaefPn8fQoUPh7++Pf/7zn8/rtIwxxhh7xdy5cwf9+/fHu+++ix9++EHZ4TDGGGOMtQVJz3WQBwC2b9+Ojz76CAcOHMD48eOf56kZY4wx9gqQSqVwcnJCdXU1zpw5Ax0dHWWHxBhjjDHWFiSpP+8z+vr64sKFC5g1axbefPNNWFtbP+8qGGOMMfaSkslkmDVrFm7fvo0///yTB3gYY4wxxprguczJU1tISAj69u2Ld999F3fu3GmJKlgj0tLSsGLFCpiZmeH27dvKDue5KCgogIWFBdasWdPgMS9ju9mL48KFC/jwww/Ro0ePl6qu5+2vv/7CyJEjoa+vj06dOmHp0qWoqqp6rnUo615vy9elLVm8eDEOHTqEqKgozjVjjDHGWBO1yCCPlpYWfvrpJ3Tq1Alvv/02cnJyWqIa1oAFCxZg3bp1yM7OblK5LVu2oLCwsIWienZEBBUVlQb3i213eXk5Vq5ciR49ekBXVxd9+vTBf/7znwZXhSouLsbXX38NBwcH6Onp4YsvvhD2RUREoF+/ftDT00Pnzp0xbdo03L17V658XFwcBgwYAG1tbXTr1g1r1qxp0gpUYuM9fPgwrK2toaenh4EDB+LMmTN1zqUoltbMzbFjxxqczHn9+vX11peQkAA1NTXcuHGjyW1XFE9jbZfJZBg3bhxCQ0NRUlJSb2xPy8nJwdatWzF8+HDMnz+/3mNyc3Ph5eUFAwMDdOvWDSEhIQDQ5LrE9q8vv/xSLsft2rVDbm6uwvMrivdpmZmZcHZ2xieffIK7d+9i+vTp+O6775CYmKgwH03R0L0uJhdi2lGfpl4X1jyBgYHYsmUL9uzZA1dXV2WHwxhjjDHW9lALys3NpTfffJP69u1LDx8+bMmqWC2rVq0iAJSeni7q+NLSUnrttdfa/HUS0+6PP/6YvvvuOyoqKqKMjAyaMWMGAaDPPvuszrFnzpyhLl260BtvvEHbtm2j1NRUqqysJCKi/fv3U/v27Sk2NpYeP35Md+/eJU9PT3rzzTdJJpMREdHx48dJR0eHIiMjqbi4mL7//ntSV1en+fPni26TmHjj4+MpODiYiouL6a+//iIHBwfS09Oj+/fvC8eIiaU1czNz5kwCUOdHRUWF7t69W6e+goIC6tq1KwGg69evN6ntYuIR0/b33nuPOnTooPCazZgxg/r06UMAyNfXt87+4uJiev3112nMmDGUn59P586do/bt21NwcHCT6hLbv4qLi8nIyEguzyNHjlTYjqbES0S0Zs0a0tfXb3I+mqP2vS4mF2Lb0RixfYA13bZt2wgAbdq0SdmhMMYYY4y1VRdbdJCHiCgtLY3MzMzIxcWFpFJpS1fH/r+QkJAmDfL4+PgQgDY/yKOo3bm5uRQeHi63rbq6mqysrKhz585y2xMSEkhbW5smTpxIZWVldc41ZcoUGj58uNy206dPk4qKChUWFhIRka2tLX3wwQdyx8yfP58AUGJiosL2iI1348aNcsf89NNPBIBOnDghbFMUS2vmpqysjFxdXSk5OVkYGCIiKikpaXDw4f3336eFCxfWGeQR03ZF8Yht+8yZM0U/4FdVVZGmpma9gxpLliyhdu3a0YMHD4RtAQEB1K5dO6HviqlLbP8KDg6mAwcOiIq7PmLiJSLy9fVtMObG8tEcte91MbkQ247GNKUPMPEOHz5MampqFBQUpOxQGGOMMcbasost8rnW03r06IFffvkFycnJmDJlynOfm+FVkZqaiiFDhsDIyAj+/v7YvXu33GdwZ86cgZOTE3R0dGBvb4+0tDS58hkZGfD09IREIoGuri4GDx6MpKQkAMCcOXMQHh4OAGjfvj1UVFRQWlraaBkx1NXVhU9DalhaWgrbSktLRR0jlUqxZ88eDB06FMuWLZOrQ1G7a5NIJPD29pbbpqqqCisrK3Tt2lXY9uDBA4wfPx5OTk7Yt28fNDU165yrX79+iI+Px7/+9S9UV1eDiLBr1y74+/vD0NAQd+/eRXJycp3Jx728vAAA0dHRwraoqCjY2tpCU1MTb7zxBg4ePNikeOfOnSt3zOXLl9GtWzc4OjoCgKhYWjM3ubm5+OGHH9C3b1+oq/9v/vfo6GiMGjWqzvl27NiB/v37w87Ors4+RW0XE4/YtquqPvmTeenSJQwdOhTa2tqws7PD6dOn68SlpqYGLS2tOttlMhnCw8Ph6OiIDh06CNtHjBiByspK4V5UVJfY/iWVSvHvf/8bfn5++OCDDxq8hxvqg2LijYuLg4qKCrZv3478/Hzh/r13757CfNT4+eef4ejoCG1tbfTo0QObN2+W29/YvS4mF2Lz3lgugKb1ASZOXFwcvLy8MH/+fKxYsULZ4TDGGGOMtW2tNZx0+vRp0tXVpfHjx1N5eXlrVfvS6N+/P0VHR5NUKqUTJ05Qhw4dKDs7m4iIzp07R1paWrR27Vp6+PAhRUVFkba2tty/cvfv35/efvttys7OppSUFLKwsKCBAwcK51+zZk2dN3kUlVHk4cOHZGVlRU93s/z8fHJ0dCQAVFJSIuqY8PBw4VMTf39/4Tgx7RbLysqKduzYIfz+ySefEAD66quv6K233iJNTU2ysbGhY8eOCcdUVFSQl5cXASAbGxuaPHkyRUVFCfsvXLhAAGjZsmVydWVlZREA8vLyIiKi7777jpydnSk1NZXy8vJozJgxpKqq2uibPrXjrZGWlkbLly8nCwsLunz5cpNjaa3cNGT48OGUm5srt+369es0fvx4kslktHv37jpv8ihq+7PEU7vts2fPJi0tLQoODqbs7Gy6dOkSWVtbk66uLt27d69OeUNDwzpvrvz1118EgKZMmSK3/cGDB3KfUSmqS+w13bRpU53P4ZYvXy5XprE+KDbempgbe8ulvnwQEe3bt486d+5MJ0+epMePH9PHH39MAGjfvn1EpPheF5MLse1QdD82tQ+wxv3888+ko6ND06ZNo+rqamWHwxhjjDHW1rX851pPO3/+PBkbG9Pw4cOppKSkNatu0x4/fkwA6I8//hC2bd68WRjksbW1pREjRsiV8fX1lRvs6NevH4WEhAj7p0+fThKJRPi9vkEeRWXEWLBggdwADhHRihUrhAEcscfcu3evziCPmHaLcerUKerTpw9VVVUR0ZPPdCQSCZmZmdGBAweouLiYLl68SN27dyctLS36+++/hbIymYzGjh1LqqqqpKurS9HR0cK+/Px8UlFRIXt7e2HeFyKilJQUAkDTp0+nyspKMjExkRu0uHPnDgGgyZMni4q3xt27d4UHeU1NTVqyZIlwjJhYWjM39bl16xa5u7vLbSsvL6d3332XcnJyiIgaHORprO3Njae+PNc3iHHp0iVSUVGhhQsX1jlHfYMacXFxBKDO8VVVVQSA3nrrLVF1ib2mFRUVlJmZSf/3f/9H06dPJ3V1dQJAW7ZsISJS2AfFxttQzIryUVZWRhKJhLZv3y5su3LlChkbG9OuXbuISPG9LiYXYtoh5n5sah9gDfvxxx9JS0uLpk2bJvfZJmOMMcYYa7aW/1zraQMGDMCxY8dw5coVjBw5EsXFxa1ZfZulra2Nzp07Y9iwYVi2bBkyMzOxYMECmJqaIjk5GcnJyXBzc5MrU/uzlsTERMybNw/nz5/HtGnTEBkZicrKykbrbU6Z2jQ0NOpsq/3JhphjJBKJ3O9i261IZWUlli9fjoiICKipqQEAsrOzkZeXBxcXF0yYMAH6+vqwt7fH+vXrUVZWhk2bNgnlg4KCMHDgQCQkJMDQ0BCTJk1CWFgYAMDY2Bg+Pj5ISkrCF198gaKiIqSmpiI4OBgAYGtri8uXLyM3NxdWVlbCJy7dunUDAFy9elVUvDUsLCwglUoRHx+PQYMGYd26dVi9erXoWFozN/UJCwsTPq+psWzZMixcuBCdOnVqsJyitjcnnsbyXJutrS26dOmC5OTkRo+rUVFRAQDQ0dGR215dXQ2g/vuhvrrEXtN27drBzMwM7u7uCAsLQ3x8PAwMDLB27VoAUNgHnyVeMS5cuIC8vDy89dZbwjYbGxvk5+dj9uzZou51MbkQ046m3o81mtoHGLB3715MmDABM2fOxPfffy/32SZjjDHGGGu+Vh3kAZ7MjZGQkIC0tDQMHz4cDx48aO0Q2qSoqCgYGRkhODgYPXr0wIoVKyCTyXD9+nUAdQdBasvMzIS7uzt8fX3h7u4OLy8vhct4N6dMS6mZB6OG2HYrsmTJEvj5+cHGxkbYVrM8sr6+vtyxHh4eUFNTQ0pKCgAgMjIShw4dgr+/P5ycnPDHH3/AysoK8+fPx/379wEAW7duxYIFCxAaGoqePXtiw4YNKCgogIaGBiZNmoS8vDwAwL1790BEcj+XL18WFe/TtLS04OLigp9//hm9e/fG/v37hX2KYmnt3DyNiBAVFYVx48YJ23799VcQEdzd3etta1Pa3tR4FOW5NolEgsLCQlHHmpqaAgDy8/Pltj98+FBuv5i6mnpNAcDJyQkBAQHIyMhAZWWlwj74rPEqUrOMe00ctYm91xXlQkw7mno/Pq0pfeBV95///Ac+Pj7w8/PD1q1b6/x9Z4wxxhhjzaeU/7OysrLC6dOnUVhYiCFDhiAzM1MZYbQpTk5OSE1NxYYNG9ChQwd89dVX2Lhxo/Cv6BkZGQ2WLS0thbOzMwwNDZGYmIipU6c2OgFqc8u0JjHtVmTDhg1wcXHBmDFjhG1EBHNzc6irqyM9PV3u+Hbt2sHQ0FB4WAwJCcGAAQOE/WZmZjhy5IjwRgnw5K2BzZs3IycnBw8ePMCKFSsQHx8Pf39/mJubw9DQEMCTQbzmxlsfTU1NTJw4UW6ic0WxtHZunnb8+HFYW1vDwMBA2LZlyxZs2LBBeKNCRUUFM2fOBPDkb4ilpaXotjclnqbkuUZWVhZ69erV6DE1atqZmpoqt/3vv/8GAAwZMkR0XU25pk9zcnKCmZmZcN2Ahvvgs8ariLGxMQBgz5499e4Xe68ryoWYdjTlfqytKX3gVfb1119j3rx5WLVqlfCmFWOMMcYYe36U9s9n3bt3R3x8PGQyGYYOHSr8ay2rq6ysDEFBQdDS0sKiRYtw8+ZNWFlZ4ezZs3B0dISqqioiIiIgk8nqlM3Ly8OpU6eQnp6OWbNmyX168vSDa83qVjXbxJQRo127dgCeDBrVkEqlQmxij6n5TKzmwV1Muxuzf/9+9O/fX3hzpLKyEgkJCQgKCoK+vj7c3d2RkJCArKwsoUx2djYKCgqEh38NDY06D4zdu3eHpqYmdHV169SZk5ODcePGwdnZGQEBAQCefHJiaGiIZcuWYe3atcjKykJRURFOnjyJJUuWiIq3Ienp6Rg5cmS9++qLRZm5CQsLw+TJk+W2xcTE1HmbYvfu3QCevN1x48YN0W0XG09z8nzu3DlkZ2fXWZ2rIRoaGvDx8REGumscPXoU2tra8PT0bFZdjV3T2s6ePYtPP/0UgOI+2JR4KyoqUF5eLioPNRwcHKCrq4t9+/Zh1apVuH//PkpKShAbG4vVq1c3616vLxdi2iH2fqytqX3gVVRdXY1FixZh+fLl2Lp1K7788ktlh8QYY4wx9nJqpcl/GnT//n0aNGgQGRoa0i+//KLscF5IUqmUNDQ0aNu2bVRYWEgZGRlkaWkpTIo8b948AkBTp06ljIwMunXrFrm5uREAMjIyoilTphAA8vHxocLCQoqKiiIbGxtSV1enq1evUnx8PG3fvp0A0LFjx2jnzp0UGxursIwYO3fuJAC0ceNGKi0tpV27dtGwYcMIgDCxqphjfvrpJwJAgwYNosePH4tqd3BwcL0xBQYGyq029PRPTR9MSUkhY2NjcnZ2pjt37tDdu3fJzc2N3nnnHeE8MTExBICCgoKooKCAcnJyyNfXl6ytrYUV5B49ekTJyckUGBhIEomEFi9eTBUVFXLxbNiwoU4c6urqlJCQICreu3fvkomJCU2fPp1SUlKosLCQNm7cSLa2tlRQUCDUIyaW1sxNjeLiYjIxMQt32rcAACAASURBVBGua2NqT7wstu1i4hHT9pUrVwqrU2VnZ9Ply5fJ0tKSZs+eLRenTCajzMxM0tDQIA8PD5JKpXL7Hzx4QF26dKEZM2ZQcXExHTt2jAwMDGj9+vXCMWLqUnRNKysr6eOPP6bQ0FAqKyujgoIC2rFjB82cOVNugmJFfVBMvPfu3aPu3bsTADp+/HiT8hEcHFynfgMDA7p69SoRibvXxfRvMe1QlAuxfYD9T1FREbm7u5O2tjbt379f2eEwxhhjjL3MWnd1rYaUlZXR9OnTSU1NrcEH81eZVCqlLVu20OrVq8nExITMzc0pMDBQeEirqqqi5cuXk0QiIT09PfL29qY1a9aQnZ0dhYSEUGFhIS1dupQMDAzIxsaGDh06RHv27CFdXV1avHgxVVdXU35+Pg0aNIgkEglFREQQESksI8bjx49p/PjxpKWlRdbW1hQfH09BQUE0cOBACg0NpdLSUoXH/PDDD3IPXLa2tqLbXdu6desafJDX0dGhsrIy4dirV6+Sm5sb6enpUadOnWjRokVUWloqd77IyEjq27cvaWhokIWFBc2ZM4fy8vKE/WpqatS9e3d6//336fz58w3maceOHdSzZ0/S1tYmBwcHiouLEx1vaWkpubm5kY6ODmlra1OfPn0oICCgzgp2imJp7dzU2LlzJ02dOrXB3Dyt9iCP2LYrikds22UyGe3cuZN69+5NGhoaZGlpSVu3bpUbMCEi8vPzq3OepKQkuWPS0tJoxIgRpKOjQ5aWlhQWFia3X0xdiq6pTCajadOmkZ6eHunr69PgwYOF+7u2hvqgmHjPnj1bp709e/ZsUj42btxIXbp0IT09PXrnnXfo4sWLwj4x97rYe01R3hXlQmwfYE/cunWLrK2tqXPnzo1eF8YYY4wx9lxcVCFS0ky69di0aRM+/fRTzJ49GyEhIcJnPIwxxhhrW86cOYNx48ahc+fOOHLkCLp27arskBhjjDHGXnZJL9SSFgsXLkRMTAwiIyPh6uqqcF4VxhhjjL149u3bB1dXVzg7O+P333/nAR7GGGOMsVbyQg3yAMDIkSNx4sQJ3L59G05OTrhy5YqyQ2KMMcaYCBUVFVi8eDGmTp0KPz8/REdH1zvZOmOMMcYYaxkv3CAPANjb2+P8+fPo1KkTHB0dsXPnTmWHxJ5y48YNuWWtG/qZOHGiskNljDHWStLT0+Hs7Ixdu3Zh7969CAoKElZuZIwxxhhjreOFmpOnturqagQGBiIwMBBjx45FaGgojIyMlB0WY4wxxp7y448/YubMmejcuTOioqJgbW2t7JAYY4wxxl5FL9acPLWpqakhICAAcXFxOHv2rPCGD2OMMcaUr7y8HAsXLsS4ceMwatQo/PHHHzzAwxhjjDGmRC/0IE+NYcOG4dKlS3jzzTcxdOhQbNq0SdkhMcYYY6+027dvY+jQodi9ezf27t2L8PBw6OjoKDssxhhjjLFXWpsY5AEAExMTxMbGYvny5fDz88OECRN49S3W5qWlpWHFihUwMzPD7du3lR2OUhQUFMDCwgJr1qxRdiiMMZG+//572Nraorq6GklJSZgyZYqyQ2KMMcYYY2hDgzzAk8+3vvzyS8TFxSExMRE2NjY4cOCAssNirNkWLFiAdevWITs7u0nltmzZgsLCwhaKqvURUatO0JqbmwsvLy8YGBigW7duCAkJEVUuJycHW7duxfDhwzF//vw6+48dO9bgROTr169vkZgYa01ZWVnw8PDArFmz8MEHH+D06dPo2bOnssNijDHGGGP/X5sa5Knh4uKCa9euYebMmfDy8sKkSZP4rR7WJsXGxmLZsmVNKvPo0SNs2LChhSJqfcbGxsjMzMTnn3/eKvWVlJTAyckJ5eXluH37NqKiorBy5Up8/fXXCssuW7YM27ZtQ3x8PKqqqurs37dvX73lVFRU4OXl1SIxMdZaoqOj0bdvX1y7dg2//fYb1q9fD01NTWWHxRhjjDHGntImB3kAQEdHB8HBwfjll19w/vx5fquHtVkmJiZNOn7evHlIS0troWhefqtXr8bt27cRGhoKY2NjODo6YuHChVi5cqXCT+Z2796NpKSkeh9sy8vLkZGRgeTkZFRWVoKIQEQoKSmBu7s7LCwsWiQmxlra/fv3MX78eHh5eWHChAlITk6Gi4uLssNijDHGGGP1aLODPDXeeecdXLlyBWPHjsWkSZP4rR6mdKmpqRgyZAiMjIzg7++P3bt3IycnR9h/5swZODk5QUdHB/b29nUGbDIyMuDp6QmJRAJdXV0MHjwYSUlJAIA5c+YgPDwcANC+fXuoqKigtLS00TJiWFpayn1adOPGDQDAunXrhG01g6hRUVGwtbWFpqYm3njjDRw8eBAAkJKSAn9/f5iamiIjIwOjRo1Chw4dcOHChQZzIpVKsWfPHgwdOrTOG00JCQkYOnQodHV1YWpqio8++kj4RO3mzZtYunQpOnXqhOzsbHzxxRfo2LEjzMzMEB0d3WA7ZTIZwsPD4ejoiA4dOgjbR4wYgcrKSiG3jVFTU4OWllad7bm5ufjhhx/Qt29fqKurC9ujo6MxatSoFo2JsZYSHR0Na2trXLp0Cb/99hu2b98OPT09ZYfFGGOMMcYaQi+RX3/9lbp27UomJiYUHh5OMplM2SGxV1D//v0pOjqapFIpnThxgjp06EDZ2dlERHTu3DnS0tKitWvX0sOHDykqKoq0tbUJAKWnpwvl3377bcrOzqaUlBSysLCggQMHCudfs2YNAaCHDx/K1dlYGUVyc3PJxcWFAFBMTIywXSaT0fz582nnzp0kk8nou+++I2dnZ0pNTaW8vDwaM2YMqaqqUmJiIg0ePJjU1NQIAP373/+mCxcuUJcuXejYsWMN5iQ8PJyMjIwIAPn7+wv1Hj16lPT19SkmJoZKSkooMjKSdHV1qX///lRZWUlOTk5CXZ988gldvHiRCgsLydnZmYyMjKiysrLedv71118EgKZMmSK3/cGDBwSARo4cKSpfhoaG5OvrK+rY4cOHU25uboP7n1dMjD1PaWlp5OHhQaqqqrRgwQIqLS1VdkiMMcYYY0yxi23+TZ6nubm54cqVK5g4cSJmzpwJFxcXXLlyRdlhsVeIVCrFn3/+ie7du0NLSwtDhw7FqlWrhP2+vr5wcXHBZ599BiMjI3h6esLHx0fuHDKZDOPGjYOpqSlef/11uLq64tatW43W25wyT5NIJPj2228BQO6to5o3hT744ANUV1fj888/x44dO9CrVy907NgRmzdvhkwmwzfffIPTp0/Dz88PADBgwAA4ODggIyMDgwcPbjAn3t7e+Ouvv+RiISJ8/PHHmD59OkaNGgU9PT1MmjQJS5YswZ9//omdO3fi1KlTWLRoEQDgs88+g729PQwNDTF27FgUFhbi/v379bazpm21P5EzMjICgAbLNVdaWho0NTUhkUgaPKa1Y2KsMWVlZQgMDIS1tTX+/vtvHD9+HJs3b4aurq6yQ2OMMcYYYyK8VIM8AGBgYICQkBD88ccfqKysRL9+/bBw4UIUFxcrOzT2CtDW1kbnzp0xbNgwLFu2DJmZmViwYAFMTU2RnJyM5ORkuLm5yZWxs7OT+z0xMRHz5s3D+fPnMW3aNERGRqKysrLReptTpjYbGxu4urpi27ZtwraLFy9i4MCBAIDLly8jNzcXVlZWwidc3bp1AwBcvXoVANCxY0cAwJtvvikqJwDqDIAkJiYiNTUVtra2ctvnzJkD4Mlk1cD/BkWe/nRKR0cHABpse0VFhdxxNaqrqwEAGhoaDaWnWcLCwhqdcFkZMTHWkOPHj6Nfv34IDg7G0qVLkZSUhKFDhyo7LMYYY4wx1gQv3SBPDXt7e/z+++8IDQ3Fvn37YGlpifDwcBCRskNjL7moqCgYGRkhODgYPXr0wIoVKyCTyXD9+nUAdQc1asvMzIS7uzt8fX3h7u4OLy8vhf22OWXqs2jRIiQmJuLs2bMAnqwWNW3aNAAQ5rq6d++eMKlwzc/ly5cBoMFl0BvKCQCoqsr/Gbpz5w4A4PHjx3LbzczMoKOjg6ysrHrLiVEzsJSfny+3/eHDh3L7nwciQlRUFMaNG/fCxMRYfTIzM+Hj4wNXV1f07NkT165dQ0BAAK+cxRhjjDHWBr20gzzAkwdOHx8f3Lx5E56enpg1axZcXFzqfB7C2PPk5OSE1NRUbNiwAR06dMBXX32FjRs3Cm9kZGRkNFi2tLQUzs7OMDQ0RGJiIqZOnVrvJL/PWqYh7733Hl5//XVs2bIFRUVF0NbWFj7TMDQ0BPBkwKapGspJfczNzQFAGBR7mrq6Ol577bUm11/D2toaBgYGSE1Nldv+999/AwCGDBnS7HPXdvz4caG+FyUmxp5WWVmJTZs2wdLSEufOncPPP/+MmJgY4Q09xhhjjDHW9rzUgzw12rdvj02bNuHChQuoqKiAvb09fH19kZ2drezQ2EumrKwMQUFB0NLSwqJFi3Dz5k1YWVnh7NmzcHR0hKqqKiIiIoS3WJ6Wl5eHU6dOIT09HbNmzYKampqw7+m3cmrelqnZJqaMWCoqKvjkk09w4MABrF+/HjNmzBD22dnZwdDQEMuWLcPatWuRlZWFoqIinDx5EkuWLAEAoV1VVVWicgL879OqmjL29vbo0qUL9u/fj9LSUuE89+7dQ3FxsfD5U1lZGYD/fdbUUP1P09DQgI+PD06fPi2s1AUAR48ehba2Njw9PZucs4aEhYVh8uTJCo9rzZgYA578bYiOjoaVlRWWL18OPz8/XLlyBSNGjFB2aIwxxhhj7Bm9EoM8Nfr164fff/8d27dvR2xsLN544w3885//lHuQZOxZBQYGYvv27SgqKkJRURGICMOGDYO5uTnmzp2Lq1evwsfHB3fv3kVaWhoOHz4M4MnE4Xv27AEA7N27F0VFRYiOjsbvv/+Ox48f49q1azhx4gTat28P4MncNbt27RIGcxor0xQzZsyAjo4OLl26JPfWjJaWFgICAlBeXg5/f3+Ym5vDyMgIrq6uGD16NB49eoTjx48DQJ0B1IZyAkAoc/bsWUilUmhqamLdunUoLCzE1KlTkZWVhezsbHz00Ud49913MXHiRJSXl+P06dMAgPj4eBARKisrhbYeP368wUGugIAAmJqaYvHixSgpKUFcXBw2btyIoKAg4S2izZs3w8jICOfPn5crS0TIysqCVCpFVlaWMNBUW0lJCY4ePVrv0un1nVtMTIw9D/Hx8RgwYAAmT54MJycn3Lhxgz/NYowxxhh7mbTycl4vjMePH1NwcDAZGRlRx44dKTg4mMrLy5UdFmvjpFIpbdmyhVavXk0mJiZkbm5OgYGBJJPJiIioqqqKli9fThKJhPT09Mjb25vWrFlDdnZ2FBISQoWFhbR06VIyMDAgGxsbOnToEO3Zs4d0dXVp8eLFVF1dTfn5+TRo0CCSSCQUERFBRKSwTFP5+fnRr7/+Wu++HTt2UM+ePUlbW5scHBwoLi6OiIgcHR0JAAEgiURCfn5+CnNy+PBhoQwAsrW1Feo5cOAA2drakqamJnXt2pWWL19OZWVlREQ0dOhQuXLffPONXP0A6Ntvv22wfWlpaTRixAjS0dEhS0tLCgsLk9u/ceNGMjQ0pPPnz9fJy9N1AKCkpKQ659+5cydNnTq13robOreimBh7FteuXSNPT08CQG+//Xa9/ZYxxhhjjLV5F1WIXu2ZiAsKCrB27Vps2rQJXbt2RVBQECZOnNjgBLKMMcZYW5GZmYnVq1cjNDQUlpaW+Prrr/Hee+8pOyzGGGOMMdYykl6pz7XqY2xsjODgYFy9ehX9+vWDl5cXnJ2dkZCQoOzQGGOMsWZ58OABPv/8c7z++us4evQovv/+e1y+fJkHeBhjjDHGXnKv/CBPjddeew379u3DhQsXoKWlBRcXF7i4uAjzhTDGGGMvury8PHz++efo0aMHQkNDERgYiBs3bmDq1KlQVeX/5DPGGGOMvez4//hq6d+/P+Li4nD69Gno6+vD1dUVgwcPRkxMjLJDY6zJbty4ARUVFYU/EydOVHaojLFn8ODBAwQEBKBXr14IDQ2Fn58f/v77b/j5+fGkyowxxhhjr5BXfk4eRc6ePYuvvvoKsbGxGDhwIJYtW4ZRo0bxnD2MMcaULi8vD+vXr8e3334LXV1dzJs3D59++ikMDAyUHRpjjDHGGGt9PCePIv/4xz8QExODs2fPon379hg9ejT+8Y9/IDY2tsElmhljjLGWlJWVhUWLFqFbt24IDw/Hv/71L9y5cwcBAQE8wMMYY4wx9grjQR6RHB0dERsbi0uXLqFr167w8PCApaUlNm3aBKlUquzwGGOMvQJSUlKwcOFC9OrVC/v378eqVatw69YtLFq0CNra2soOjzHGGGOMKRl/rtVMycnJWL9+PSIjI9GhQwcsWLAAvr6+MDY2VnZojDHGXiJEhLi4OKxbtw7Hjh2DlZUVPv30U0ybNo3n22GMMcYYY0/jz7Way9bWFuHh4cjIyMCcOXOwbt06mJmZwcfHBzdu3FB2eIwxxtq4iooKREdHw9HREW5ubnj06BF+/PFH/PXXX5g9ezYP8DDGGGOMsTp4kOcZderUCQEBAbhz5w42b96MCxcuwNraGh4eHoiLi1N2eIwxxtqY4uJibNq0CT179sTUqVPRvXt3nD9/HqdPn4aHhwdP/M8YY4wxxhrEn2s9Z9XV1Th06BDWr1+P8+fPw8HBAXPnzsXkyZOho6Oj7PAYY4y9oC5evIht27YhIiIC7dq1w5w5c7BgwQJYWFgoOzTGGGOMMdY2JPEgTws6c+YMQkJCcPDgQWhra8PHxwdz586FlZWVskNjjDH2Anj8+DEiIyOxbds2XLhwAb1798bcuXMxY8YM6OvrKzs8xhhjjDHWtvAgT2soLCzE999/j2+//Ra3bt3CW2+9hTlz5sDb25tXQ2GMsVdQSkoKvvvuO+zatQslJSUYM2YM5syZA1dXV/4cizHGGGOMNRcP8rQmmUyG48ePY8eOHTh8+DCMjY0xc+ZMzJkzB6+99pqyw2OMMdaCKioq8OOPP2LHjh347bffYG5ujtmzZ2PevHkwMTFRdniMMcYYY6zt40EeZbl37x527tyJXbt2IScnB2+//Ta8vb0xfvx4nruHMcZeIklJSQgPD0dERATy8/MxatQozJ07F25ublBV5fUPGGOMMcbYc8ODPMpWVVWFmJgYhIWF4eeff4a2tjYmTpyI6dOnw9nZmV/bZ4yxNignJwcREREICwvDlStX0KtXL/j4+GDmzJk8kTJjjDHGGGspPMjzInn48CGio6MRHh6O33//HV26dMH777+PDz74AL169VJ2eIwxxhpRXl6Oo0ePYs+ePfjvf/8LHR0djB49Gj4+PjzXDmOMMcYYaw08yPOiunLlCr7//nvs3bsX9+/fh5OTE3x8fODp6QlDQ0Nlh8cYYwwAEeHs2bMIDw9HVFQUiouL4ebmBh8fH4wdOxZaWlrKDpExxhhjjL06eJDnRVczWXN4eDgOHjyI6upqvPPOO/D09MTYsWNhYGCg7BAZY+yVc/XqVURHRyMiIgKpqamwsrLCpEmTMHPmTHTr1k3Z4THGGGOMsVcTD/K0JYWFhfjvf/+LqKgoxMXFQU1NDSNGjMCkSZPg4eEBPT09ZYfIGGMvrYsXLyIqKgrR0dFIS0tDz5494enpCS8vL9jZ2Sk7PMYYY4wxxniQp616+PAhYmJiEB0djV9//RVqamp4++234enpiXHjxkFfX1/ZITLGWJtX88bO/v37cfPmTXTt2hVjx46Fp6cnBg8ezPPsMMYYY4yxFwkP8rwMHjx4gMOHDyMqKgrx8fHQ1NTEe++9h3HjxmHEiBFo3769skNkjLE2gYjwxx9/4Mcff8TBgwdx8+ZNdOvWDZ6enpg0aRIcHByUHSJjjDHGGGMN4UGel01eXh4OHjyIAwcO4OTJkyAiDBkyBKNHj4aHhwdee+01ZYfIGGMvFKlUit9++w1HjhzBTz/9hOzsbPTo0QPjxo3DpEmTMGDAAH5jhzHGGGOMtQU8yPMye/ToEY4fP47o6GjExMSgsLAQr732GkaNGgVPT08MGjQIqqqqyg6TMcZaXX5+PmJjY/HTTz/hl19+QUlJCXr37g1PT094eHigX79+PLDDGGOMMcbaGh7keVVUVlbi5MmTOHLkCGJiYpCeng5TU1OMGjUKo0ePxvDhw6Grq6vsMBljrMX89ddf+OmnnxATE4Nz585BU1MTrq6u8PDwgIeHBzp37qzsEBljjDHGGHsWPMjzqkpLSxMmbj579ixUVVVha2uLUaNGwcPDA/b29vyWD2OsTcvPz8fx48cRFxeHX375BRkZGejQoQNGjhwJDw8PjBgxgiepZ4wxxhhjLxMe5GHA/fv/r717/UljW8MA/nhFKtd4IaDFaAEtKEZRkWC0adx+6x9ca9pqtEqMqBGoINiKV1DDRRR1CpwP57BStN2nO93tKH1+ycqSJZd3yTDJepxhEpidncXs7CzevHmDRCKB9vZ2TE9PY2ZmBjMzM/wPNxE9eJIk4cOHD2J/5vf7UVtbC4/Hg5mZGfz1118YHR1lgE1ERERE1YohD1UqlUrY3NwUi6TFxUXc3NzA6XSKwGdiYgJKpVLuUomIEIlExP7q3bt3yOVysFgsItR5+fIlNBqN3GUSEREREf0ODHno7+XzeSwtLWFubg5zc3Pw+/2oq6vD4OAgpqen4fV6MTk5Ca1WK3epRPQH2N3dxeLiIpaWlvD69Wvs7e2hubkZHo8H09PTePXqFex2u9xlEhERERHJgSEP/TMHBwd4+/Yt5ufnsbCwgGg0ioaGBoyNjWFychJTU1Pwer1QqVRyl0pEj1ypVEIoFML8/LzY55ycnEClUomA+cWLFxgbG0N9fb3c5RIRERERyY0hD/2cw8NDvH//HgsLC5ifn0c4HEZ9fT1cLhempqYwOTkJr9cLnU4nd6lE9MAVCgUEAgER6CwsLOD09BQajQYTExNinzIyMsJQh4iIiIjoPoY89O9KJpPw+XziFC+/349SqYSenh54vV64XC64XC6MjY2hsbFR7nKJSEaZTAarq6tYXFzE2toalpaWkEqloFKpMD4+Lk4JdbvdaGhokLtcIiIiIqKHjiEP/Vqnp6dYXl6Gz+fD8vIyVldXkcvloFarMTIyAo/Hg/HxcbjdbrS3t8tdLhH9IpIkYWNjAysrK/D5fFhZWUEsFkNNTQ36+vrgdrsxPj4Oj8eD/v5+XgGLiIiIiOifY8hDv1ehUEAwGMTy8rJY7G1vb4ujfTweD0ZHRzE8PIzBwUFeFYfoESoWi9jZ2YHf78fa2hpWVlbg9/uRz+eh1+vhdrtFqON2u6HX6+UumYiIiIioGjDkIfml02kR+Ph8PqyuruLs7Aw1NTWwWCwYHh7G0NCQ6FtbW+UumYj+R5IkhEIh+P1+rK+vw+/3Y3NzE7lcDg0NDXA4HCLQGR8fR29vL2pqauQum4iIiIioGjHkoYcpHo9jfX1dLBrX19dxcHAAADCbzRgaGqoIfjo7O2WumKj65fN5bG1tVQQ6W1tbuLm5gVKphNPprPhcDgwMQKFQyF02EREREdGfgiEPPR7pdBqBQABra2uibW9vo1gsQqvVwmKxwG63w+FwiL6np0fusokeHUmSEIlEEAqFEAwGRR8Oh1EoFKBWq+F0OuFyucTnbXR0lIEOEREREZG8GPLQ45bJZLCxsYFgMIhAIIBQKIRAIIDz83MAQEtLi1iEDgwM4Pnz5xgYGOApX0QAbm9vEQ6Hxeem3MdiMRQKBTQ0NMBms8HhcKC/vx92ux1OpxMWi4WnXBERERERPTwMeag6JRIJsWgNBoOipVIpAEBbWxusVitsNhusViusVissFgusVitUKpXM1RP9e4rFIuLxOHZ2drCzs4NoNIpwOIxoNIrd3V18+fIF9fX1sFgsIshxOBxwOByw2Wy8dDkRERER0ePBkIf+LEdHRwgGg/j48SMikYhY9O7t7aFQKAAATCaTCH6+Dn+sViuamppkngHRtx0cHIggp7xdRyIRxGIx3NzcAAD0er3Ypm02G3p7e2G329HX14fGxkaZZ0BERERERD+JIQ8R8N/vINnf38fu7q5o5e8i+ToA0uv16OnpgdFohMlkQk9PT0XjpaDpV0mlUhXb5+7uLo6OjnB8fIxwOIxcLgcAUCgUePbsmfhOqruNiIiIiIiqFkMeov/n+voa0WgUsVgMnz9/xt7eXkU7OzsT99XpdOjq6oLZbEZ3dzfMZjNMJhM6OzthMBjQ0dGB5uZmGWdDD02hUEAikcDx8TGOj49xdHSEeDyOeDyOT58+IR6P4/DwUASNCoUCZrMZXV1dFa27uxs2mw0Gg0HmGRERERERkUwY8hD9rKurq2+GP+VFeiKREAt0AFCpVCL06ezsRHt7e8Vtg8EAk8kEjUYj46zoZ0mShGQyKY62OTo6wsnJScXt4+NjJJPJiu1Do9Hg6dOnIiS8G+YYjUYZZ0VERERERA8YQx6i3yGVSt1b3N/t9/f3IUlSxeP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2689e23926874382b10b95e0f1cd90ebData2021-01-18T23:25:55.562774+00:002021-01-18T23:25:55.564437+00:00otto21b83703d98e38a7be2e50e38326d0ceP12689e23926874382b10b95e0f1cd90eb0.17.0
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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.metadata.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/sdata_vault_simple_graph.ipynb b/ipynb/sdata_vault_simple_graph.ipynb new file mode 100644 index 0000000..166d4fc --- /dev/null +++ b/ipynb/sdata_vault_simple_graph.ipynb @@ -0,0 +1,968 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + 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FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultsimpegraph\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:32:49 INFO:create/open vault /tmp/sdatavaultsimpegraph\n" + ] + }, + { + "data": { + "text/html": [ + "
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!sdata_version!sdata_name!sdata_uuid!sdata_class!sdata_parent!sdata_project!sdata_ctime!sdata_mtime
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"\n", + " !sdata_ctime \\\n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:32:49.875372+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:32:49.876407+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:32:49.875372+00:00 \n", + "\n", + " !sdata_mtime \n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:32:49.875466+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:32:49.876470+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:32:49.876100+00:00 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_hdf5_index()\n", + "vault.index.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e', '2689e23926874382b10b95e0f1cd90eb'])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = {}\n", + "for dat in [data, data2, datac]:\n", + " d[dat.uuid] = dat.metadata.to_dict()\n", + "d.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'21b83703d98e38a7be2e50e38326d0ce': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00'},\n", + " 'df26fe1945b93a149ee710e8fa887b2e': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00'},\n", + " '2689e23926874382b10b95e0f1cd90eb': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00'}}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.df.to_dict(orient=\"index\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00'}\n", + "df26fe1945b93a149ee710e8fa887b2e {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00'}\n", + "2689e23926874382b10b95e0f1cd90eb {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00'}\n" + ] + } + ], + "source": [ + "for identifier, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + " print(identifier, datadict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "db_name = \"sdatavaultsimpegraph.sqlite\"" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.contrib.simple_graph import database as db\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce\n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e\n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " identifier = uuidhex\n", + " print(uuidhex, identifier)\n", + " db.atomic(db_name, db.add_node(datadict, identifier))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#db.atomic(db_name, db.find_node(51226596861945717314284025759969153259))\n", + "identifier = '2689e23926874382b10b95e0f1cd90eb'\n", + "db.atomic(db_name, db.find_node(identifier))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'}" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuidhex = '21b83703d98e38a7be2e50e38326d0ce'\n", + "# db.atomic(db_name, db.find_node(db.uuidstr2uuidint(uuidhex)))\n", + "db.atomic(db_name, db.find_node(uuidhex))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'karl'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'otto'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': ''}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " uuidparent = datadict.get('!sdata_parent')\n", + " if uuidparent:\n", + " print(uuidhex, uuidparent)\n", + " identifier = '\"{}\"'.format(uuidhex)\n", + " parent_identifier = '\"{}\"'.format(uuidparent)\n", + "# parent_identifier = db.uuidstr2uuidint(parent)\n", + "# print(parent_identifier, identifier)\n", + "# db.atomic(db_name, db.connect_nodes(parent_identifier, identifier, {}))\n", + " db.atomic(db_name, db.connect_nodes(uuidparent, uuidhex, {'action': 'founded'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 1, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'21b83703d98e38a7be2e50e38326d0ce'" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "json.loads('\"21b83703d98e38a7be2e50e38326d0ce\"')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce', '2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!sdata_version {!sdata_version}\n", + "!sdata_name {!sdata_name}\n", + "!sdata_uuid {!sdata_uuid}\n", + "!sdata_class {!sdata_class}\n", + "!sdata_parent {!sdata_parent}\n", + "!sdata_project {!sdata_project}\n", + "!sdata_ctime {!sdata_ctime}\n", + "!sdata_mtime {!sdata_mtime}\n" + ] + }, + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T08:52:45.762295+00:00',\n", + " '!sdata_mtime': '2021-01-18T08:52:45.763161+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tmpl = '!sdata_version {!sdata_version}\\n!sdata_name {!sdata_name}\\n!sdata_uuid {!sdata_uuid}\\n!sdata_class {!sdata_class}\\n!sdata_parent {!sdata_parent}\\n!sdata_project {!sdata_project}\\n!sdata_ctime {!sdata_ctime}\\n!sdata_mtime {!sdata_mtime}'\n", + "print(tmpl)\n", + "tmpl\n", + "data = {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T08:52:45.762295+00:00', '!sdata_mtime': '2021-01-18T08:52:45.763161+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876100+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:32:49.875372+00:00', '!sdata_mtime': '2021-01-18T10:32:49.875466+00:00', 'id': '21b83703d98e38a7be2e50e38326d0ce'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:32:49.876407+00:00', '!sdata_mtime': '2021-01-18T10:32:49.876470+00:00', 'id': 'df26fe1945b93a149ee710e8fa887b2e'}\n", + "!!outbound {'action': 'founded'}\n", + "sdatavaultsimpegraph.sqlite.dot\n" + ] + }, + { + "data": { + "text/plain": [ + "256" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/sdatavaultsimpegraph.sqlite b/ipynb/sdatavaultsimpegraph.sqlite new file mode 100644 index 0000000..e701762 Binary files /dev/null and b/ipynb/sdatavaultsimpegraph.sqlite differ diff --git a/ipynb/sdatavaultsimpegraph.sqlite.dot b/ipynb/sdatavaultsimpegraph.sqlite.dot new file mode 100644 index 0000000..e84e8e6 --- /dev/null +++ b/ipynb/sdatavaultsimpegraph.sqlite.dot @@ -0,0 +1,6 @@ +digraph { +'2689e23926874382b10b95e0f1cd90eb' [label="sdata_version 0.17.0\nsdata_name otto\nsdata_uuid 2689e23926874382b10b95e0f1cd90eb\nsdata_class Data\nsdata_parent 21b83703d98e38a7be2e50e38326d0ce\nsdata_project P1\nsdata_ctime 2021-01-18T10:32:49.875372+00:00\nsdata_mtime 2021-01-18T10:32:49.876100+00:00"]; +'21b83703d98e38a7be2e50e38326d0ce' [label="sdata_version 0.17.0\nsdata_name otto\nsdata_uuid 21b83703d98e38a7be2e50e38326d0ce\nsdata_class Data\nsdata_parent \nsdata_project P1\nsdata_ctime 2021-01-18T10:32:49.875372+00:00\nsdata_mtime 2021-01-18T10:32:49.875466+00:00"]; +'df26fe1945b93a149ee710e8fa887b2e' [label="sdata_version 0.17.0\nsdata_name karl\nsdata_uuid df26fe1945b93a149ee710e8fa887b2e\nsdata_class Data\nsdata_parent \nsdata_project \nsdata_ctime 2021-01-18T10:32:49.876407+00:00\nsdata_mtime 2021-01-18T10:32:49.876470+00:00"]; +21b83703d98e38a7be2e50e38326d0ce -> 2689e23926874382b10b95e0f1cd90eb [label="action founded"]; +} diff --git a/ipynb/simple.dot b/ipynb/simple.dot new file mode 100644 index 0000000..018cf29 --- /dev/null +++ b/ipynb/simple.dot @@ -0,0 +1,5 @@ +strict graph "" { + 1 -- 2; + 1 -- 3; + 2 -- 3; +} diff --git a/ipynb/simple.png b/ipynb/simple.png new file mode 100644 index 0000000..4b415a9 Binary files /dev/null and b/ipynb/simple.png differ diff --git a/ipynb/simple_graph.dot b/ipynb/simple_graph.dot new file mode 100644 index 0000000..84d85ba --- /dev/null +++ b/ipynb/simple_graph.dot @@ -0,0 +1,8 @@ +digraph { +"838e5da99f5a479c8986d12df2475baa" [label="name n0\nuuid 838e5da99f5a479c8986d12df2475baa\nparent None"]; +"4f82d6d4ad5142bba3ebcf9a38febf8e" [label="name n01\nuuid 4f82d6d4ad5142bba3ebcf9a38febf8e\nparent 838e5da99f5a479c8986d12df2475baa"]; +"e8317adc94244cbaa220233b9ee9a960" [label="name n02\nuuid e8317adc94244cbaa220233b9ee9a960\nparent 838e5da99f5a479c8986d12df2475baa"]; +"a0c491c96e9e4d31accd9c2073aa7b11" [label="name n011\nuuid a0c491c96e9e4d31accd9c2073aa7b11\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e"]; +"278af390d9be48719acc95725a35cf73" [label="name n012\nuuid 278af390d9be48719acc95725a35cf73\nparent 4f82d6d4ad5142bba3ebcf9a38febf8e"]; +"838e5da99f5a479c8986d12df2475baa" -> "4f82d6d4ad5142bba3ebcf9a38febf8e" [label="parent 838e5da99f5a479c8986d12df2475baa"]; +} diff --git a/ipynb/simple_graph.ipynb b/ipynb/simple_graph.ipynb new file mode 100644 index 0000000..c85ba7b --- /dev/null +++ b/ipynb/simple_graph.ipynb @@ -0,0 +1,440 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "09:01:37 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + }, + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n", + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n", + "from sdata import Data\n", + "from sdata.iolib.vault import FileSystemVault\n", + "from sdata.iolib.hdf import FlatHDFDataStore\n", + "print(\"sdata v{}\".format(sdata.__version__))\n", + "from sdata.contrib.simple_graph import database as db" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "db_name = \"index.sqlite\"" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2}',)]\n" + ] + } + ], + "source": [ + "db.atomic(db_name, db.add_node({'name': 'apple Computer Company', 'type':['company', 'start-up'], 'founded': 'April 1, 1976'}, 1))\n", + "db.atomic(db_name, db.add_node({'name': 'Steve Wozniak', 'type':['person','engineer','founder']}, 2))\n", + "db.atomic(db_name, db.add_node({'name': 'Steve Jobs', 'type':['person','designer','founder']}, 3))\n", + "db.atomic(db_name, db.add_node({'name': 'Ronald Wayne', 'type':['person','administrator','founder']}, 4))\n", + "db.atomic(db_name, db.add_node({'name': 'Mike Markkula', 'type':['person','investor']}, 5))\n", + "db.atomic(db_name, db.connect_nodes(2, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(3, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(4, 1, {'action': 'founded'}))\n", + "db.atomic(db_name, db.connect_nodes(5, 1, {'action': 'invested', 'equity': 80000, 'debt': 170000}))\n", + "db.atomic(db_name, db.connect_nodes(1, 4, {'action': 'divested', 'amount': 800, 'date': 'April 12, 1976'}))\n", + "db.atomic(db_name, db.connect_nodes(2, 3))\n", + "db.atomic(db_name, db.upsert_node(2, {'nickname': 'Woz'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "{'name': 'apple Computer Company',\n", + " 'type': ['company', 'start-up'],\n", + " 'founded': 'April 1, 1976',\n", + " 'id': 1}" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_node(1))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',), ('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[{'name': 'Steve Wozniak',\n", + " 'type': ['person', 'engineer', 'founder'],\n", + " 'id': 2,\n", + " 'nickname': 'Woz'},\n", + " {'name': 'Steve Jobs', 'type': ['person', 'designer', 'founder'], 'id': 3}]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'name': 'Steve'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[4, 1, 5]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 2, 3)\n", + "db.traverse(db_name, 4, 5)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results []\n", + "!!!results []\n" + ] + }, + { + "data": { + "text/plain": [ + "[5]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[5, 1, 4]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}'), ('2', '1', '{\"action\":\"founded\"}'), ('3', '1', '{\"action\":\"founded\"}'), ('4', '1', '{\"action\":\"founded\"}'), ('5', '1', '{\"action\":\"invested\",\"equity\":80000,\"debt\":170000}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('{\"name\":\"Mike Markkula\",\"type\":[\"person\",\"investor\"],\"id\":5}',)]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('4', '1', '{\"action\":\"founded\"}'), ('1', '4', '{\"action\":\"divested\",\"amount\":800,\"date\":\"April 12, 1976\"}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Ronald Wayne\",\"type\":[\"person\",\"administrator\",\"founder\"],\"id\":4}',)]\n", + "!!!results [('3', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('3', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('2', '1', '{\"action\":\"founded\"}'), ('2', '3', '{}')]\n", + "!!!results [('{\"name\":\"apple Computer Company\",\"type\":[\"company\",\"start-up\"],\"founded\":\"April 1, 1976\",\"id\":1}',)]\n", + "!!!results [('{\"name\":\"Steve Wozniak\",\"type\":[\"person\",\"engineer\",\"founder\"],\"id\":2,\"nickname\":\"Woz\"}',)]\n", + "!!!results [('{\"name\":\"Steve Jobs\",\"type\":[\"person\",\"designer\",\"founder\"],\"id\":3}',)]\n" + ] + }, + { + "data": { + "text/plain": [ + "[5, 1, 4, 3, 2]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 5, neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), [4, 1, 5])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "db.visualize(db_name, '{}_no_types.dot'.format(db_name), [4, 1, 5], exclude_node_keys=['type'], hide_edge_key=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "os.system(\"dot -Tpng {0}_no_types.dot -o {0}_no_types.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/simple_graph_uuid.ipynb b/ipynb/simple_graph_uuid.ipynb new file mode 100644 index 0000000..150f776 --- /dev/null +++ b/ipynb/simple_graph_uuid.ipynb @@ -0,0 +1,1234 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(0)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosave disabled\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:56:43 DEBUG:Loaded backend module://ipykernel.pylab.backend_inline version unknown.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sdata v0.17.0\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "%autosave 0\n", + " \n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.DEBUG, datefmt='%I:%M:%S')\n", + "\n", + "import os\n", + "import sys\n", + "import numpy as np\n", + "import pandas as pd\n", + "import sdata\n", + "import uuid\n", + "import time\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "vaultrootpath = \"/tmp/sdatavaultgraphclass\"\n", + "import shutil\n", + "shutil.rmtree(vaultrootpath, ignore_errors=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "10:56:43 INFO:create/open vault /tmp/sdatavaultgraphclass\n" + ] + }, + { + "data": { + "text/html": [ + "
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!sdata_version!sdata_name!sdata_uuid!sdata_class!sdata_parent!sdata_project!sdata_ctime!sdata_mtime
21b83703d98e38a7be2e50e38326d0ce0.17.0otto21b83703d98e38a7be2e50e38326d0ceDataP12021-01-18T10:56:43.790753+00:002021-01-18T10:56:43.790871+00:00
df26fe1945b93a149ee710e8fa887b2e0.17.0karldf26fe1945b93a149ee710e8fa887b2eData2021-01-18T10:56:43.792112+00:002021-01-18T10:56:43.792180+00:00
2689e23926874382b10b95e0f1cd90eb0.17.0otto2689e23926874382b10b95e0f1cd90ebData21b83703d98e38a7be2e50e38326d0ceP12021-01-18T10:56:43.790753+00:002021-01-18T10:56:43.791758+00:00
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" + ], + "text/plain": [ + " !sdata_version !sdata_name \\\n", + "21b83703d98e38a7be2e50e38326d0ce 0.17.0 otto \n", + "df26fe1945b93a149ee710e8fa887b2e 0.17.0 karl \n", + "2689e23926874382b10b95e0f1cd90eb 0.17.0 otto \n", + "\n", + " !sdata_uuid \\\n", + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce \n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb \n", + "\n", + " !sdata_class \\\n", + "21b83703d98e38a7be2e50e38326d0ce Data \n", + "df26fe1945b93a149ee710e8fa887b2e Data \n", + "2689e23926874382b10b95e0f1cd90eb Data \n", + "\n", + " !sdata_parent \\\n", + "21b83703d98e38a7be2e50e38326d0ce \n", + "df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce \n", + "\n", + " !sdata_project \\\n", + "21b83703d98e38a7be2e50e38326d0ce P1 \n", + "df26fe1945b93a149ee710e8fa887b2e \n", + "2689e23926874382b10b95e0f1cd90eb P1 \n", + "\n", + " !sdata_ctime \\\n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:56:43.790753+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:56:43.792112+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:56:43.790753+00:00 \n", + "\n", + " !sdata_mtime \n", + "21b83703d98e38a7be2e50e38326d0ce 2021-01-18T10:56:43.790871+00:00 \n", + "df26fe1945b93a149ee710e8fa887b2e 2021-01-18T10:56:43.792180+00:00 \n", + "2689e23926874382b10b95e0f1cd90eb 2021-01-18T10:56:43.791758+00:00 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.dump_hdf5_index()\n", + "vault.index.df" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e', '2689e23926874382b10b95e0f1cd90eb'])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = {}\n", + "for dat in [data, data2, datac]:\n", + " d[dat.uuid] = dat.metadata.to_dict()\n", + "d.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'21b83703d98e38a7be2e50e38326d0ce': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00'},\n", + " 'df26fe1945b93a149ee710e8fa887b2e': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00'},\n", + " '2689e23926874382b10b95e0f1cd90eb': {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00'}}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vault.index.df.to_dict(orient=\"index\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00'}\n", + "df26fe1945b93a149ee710e8fa887b2e {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00', '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00'}\n", + "2689e23926874382b10b95e0f1cd90eb {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00'}\n" + ] + } + ], + "source": [ + "for identifier, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + " print(identifier, datadict)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/sdatavaultgraphclass'" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vaultrootpath" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/tmp/sdatavaultgraphclass/sdatavaultsimpegraph.sqlite'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db_file = os.path.join(vaultrootpath, \"sdatavaultsimpegraph.sqlite\")\n", + "db_file" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "if os.path.exists(db_name):\n", + " os.remove(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "from sdata.contrib.simple_graph import database as db\n", + "db.initialize(db_name)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# # identifier = db.uuidstr2uuidint(uuidhex)\n", + "# identifier = uuidhex\n", + "# print(uuidhex, identifier)\n", + "# db.atomic(db_name, db.add_node(datadict, identifier))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21b83703d98e38a7be2e50e38326d0ce 21b83703d98e38a7be2e50e38326d0ce\n", + "df26fe1945b93a149ee710e8fa887b2e df26fe1945b93a149ee710e8fa887b2e\n", + "2689e23926874382b10b95e0f1cd90eb 2689e23926874382b10b95e0f1cd90eb\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " identifier = uuidhex\n", + " print(uuidhex, identifier)\n", + " db.atomic(db_name, db.upsert_node(identifier, datadict))\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#db.atomic(db_name, db.find_node(51226596861945717314284025759969153259))\n", + "identifier = '2689e23926874382b10b95e0f1cd90eb'\n", + "db.atomic(db_name, db.find_node(identifier))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'}" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuidhex = '21b83703d98e38a7be2e50e38326d0ce'\n", + "# db.atomic(db_name, db.find_node(db.uuidstr2uuidint(uuidhex)))\n", + "db.atomic(db_name, db.find_node(uuidhex))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'karl'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': 'otto'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_name': ''}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'}]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.atomic(db_name, db.find_nodes({'!sdata_project': 'P1'}, db._search_like, db._search_starts_with))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n" + ] + } + ], + "source": [ + "for uuidhex, datadict in vault.index.df.to_dict(orient=\"index\").items():\n", + "# identifier = db.uuidstr2uuidint(uuidhex)\n", + " uuidparent = datadict.get('!sdata_parent')\n", + " if uuidparent:\n", + " print(uuidhex, uuidparent)\n", + " identifier = '\"{}\"'.format(uuidhex)\n", + " parent_identifier = '\"{}\"'.format(uuidparent)\n", + "# parent_identifier = db.uuidstr2uuidint(parent)\n", + "# print(parent_identifier, identifier)\n", + "# db.atomic(db_name, db.connect_nodes(parent_identifier, identifier, {}))\n", + " db.atomic(db_name, db.connect_nodes(uuidparent, uuidhex, {'action': 'founded'}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, 1, neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'21b83703d98e38a7be2e50e38326d0ce'" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "json.loads('\"21b83703d98e38a7be2e50e38326d0ce\"')" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_inbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['21b83703d98e38a7be2e50e38326d0ce', '2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '21b83703d98e38a7be2e50e38326d0ce', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb']" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_outbound_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce']" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.traverse(db_name, '2689e23926874382b10b95e0f1cd90eb', neighbors_fn=db.find_neighbors)" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb', '!sdata_class': 'Data', '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00', 'id': '2689e23926874382b10b95e0f1cd90eb'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'otto', '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': 'P1', '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00', '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00', 'id': '21b83703d98e38a7be2e50e38326d0ce'}\n", + "!!node {'!sdata_version': '0.17.0', '!sdata_name': 'karl', '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e', '!sdata_class': 'Data', '!sdata_parent': '', '!sdata_project': '', '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00', '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00', 'id': 'df26fe1945b93a149ee710e8fa887b2e'}\n", + "!!outbound {'action': 'founded'}\n", + "/tmp/sdatavaultgraphclass/sdatavaultsimpegraph.sqlite.dot\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "db.visualize(db_name, '{}.dot'.format(db_name), ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "\n", + "os.system(\"dot -Tpng {0}.dot -o {0}.png\".format(db_name))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "import pygraphviz as pgv" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "strict graph \"\" {\n", + "\t1 -- 2;\n", + "\t1 -- 3;\n", + "\t2 -- 3;\n", + "}\n", + "\n" + ] + } + ], + "source": [ + "import pygraphviz as pgv\n", + "\n", + "A = pgv.AGraph()\n", + "\n", + "A.add_edge(1, 2)\n", + "A.add_edge(2, 3)\n", + "A.add_edge(1, 3)\n", + "\n", + "print(A.string()) # print to screen\n", + "A.write(\"simple.dot\") # write to simple.dot\n", + "\n", + "B = pgv.AGraph(\"simple.dot\") # create a new graph from file\n", + "B.layout() # layout with default (neato)\n", + "B.draw(\"simple.png\") # draw png" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/home/ingolf.lepenies/projects/sdata/ipynb'" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwd\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![](\"simple.png\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# halle\n", + "![simple.png](simple.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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V+c1HjRqFyMhIFBQUYOPGjWhoaIDVasW+ffuwadMmxXIBnv3mnV7N7969SwaDgfLz8wP+yuiJd999lwD84yMmJoaqqqoUzTVt2jSaP3++q6HOr+Z6vR7Dhw/HiRMnAvkD9kpeXh62bduGpKQkREVFYcqUKSguLkZaWppimYgIpaWlyMzMdLtBJ8Rv7hrxmzMifnMmxG/OiPjNmRC/ORPiN2dC/OaMiN+cAfGbMyF+cybEb86E+M0ZEL85A+I3Z0D85n4ifnM/Eb95FxG/ufjNefHFb97a2gq73S5+8/8zxG/OiZTJiJTJiA5AkdIh/iOU/g+AKMvDJtVRygAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pygraphviz as pgv\n", + "from IPython.display import Image\n", + "\n", + "def draw(dot):\n", + " return Image(pgv.AGraph(dot).draw(format='png', prog='dot'))\n", + "\n", + "g1 = \"\"\"digraph top {\n", + " a -> b -> c;\n", + "}\"\"\"\n", + "draw(g1)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g2=\"\"\"digraph {\n", + " A [label=\"King Arthur\"]\n", + " B [label=\"Sir Bedevere the Wise\"]\n", + " L [label=\"Sir Lancelot the Brave\"]\n", + " A -> B\n", + " A -> L\n", + " B -> L [constraint=false]\n", + "}\"\"\"\n", + "draw(g2)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '2689e23926874382b10b95e0f1cd90eb',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.791758+00:00',\n", + " 'id': '2689e23926874382b10b95e0f1cd90eb'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'otto',\n", + " '!sdata_uuid': '21b83703d98e38a7be2e50e38326d0ce',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': 'P1',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.790753+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.790871+00:00',\n", + " 'id': '21b83703d98e38a7be2e50e38326d0ce'},\n", + " {'!sdata_version': '0.17.0',\n", + " '!sdata_name': 'karl',\n", + " '!sdata_uuid': 'df26fe1945b93a149ee710e8fa887b2e',\n", + " '!sdata_class': 'Data',\n", + " '!sdata_parent': '',\n", + " '!sdata_project': '',\n", + " '!sdata_ctime': '2021-01-18T10:56:43.792112+00:00',\n", + " '!sdata_mtime': '2021-01-18T10:56:43.792180+00:00',\n", + " 'id': 'df26fe1945b93a149ee710e8fa887b2e'}]" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "path = ['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e']\n", + "[db.atomic(db_file, db.find_node(i)) for i in path]" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2689e23926874382b10b95e0f1cd90eb 21b83703d98e38a7be2e50e38326d0ce\n", + "21b83703d98e38a7be2e50e38326d0ce df26fe1945b93a149ee710e8fa887b2e\n" + ] + } + ], + "source": [ + "for src, tgt in db.pairwise(path):\n", + " print(src, tgt)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAAsAAAALCAYAAACprHcmAAAABmJLR0QA/wD/AP+gvaeTAAAAJ0lEQVQYlWP8////fwbiwGomIhUyMDAwMIwqpo9iFgYGhtVEqj0BAAvPBjJ63HJVAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "g = db.get_dot(db_name, path=['2689e23926874382b10b95e0f1cd90eb', '21b83703d98e38a7be2e50e38326d0ce', 'df26fe1945b93a149ee710e8fa887b2e'])\n", + "draw(g)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "draw(g2)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "sfem3", + "language": "python", + "name": "sfem3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ipynb/suuid.ipynb b/ipynb/suuid.ipynb new file mode 100644 index 0000000..2544f48 --- /dev/null +++ b/ipynb/suuid.ipynb @@ -0,0 +1,1009 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "03:01:19 DEBUG:Loaded backend inline version unknown.\n", + "03:01:19 INFO:use sresult==0.6.2\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "#%matplotlib notebook\n", + "#%autosave 0\n", + "import base64\n", + "import pandas as pd\n", + "import numpy as np\n", + "import uuid\n", + "import os\n", + "import sys\n", + "import logging\n", + "sys.path.insert(0, os.path.expanduser(\"~/projects/sresult/\"))\n", + "import sresult\n", + "from sresult import Project, Test, CLI\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.WARNING, datefmt='%I:%M:%S')\n", + "logging.info(f\"use sresult=={sresult.__version__}\")\n", + "import sdata\n", + "from sdata import SUUID\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "suuid = SUUID.from_obj(\"ksjdÖhads\")\n", + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hasattr(suuid, \"sname\")" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(SUUID__ksjdoehads__73be8973f0055724bfef2cbdf69e70a4)" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_obj(suuid)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((Data_Class__ot_t_o_at_1_ue_png__20004e598a2948949503a9739c7e97a9),\n", + " {'class_name': 'Data_Class',\n", + " 'name': 'ot_t_o_at_1_ue_png',\n", + " 'huuid': '20004e598a2948949503a9739c7e97a9',\n", + " 'suuid': 'MjAwMDRlNTk4YTI5NDg5NDk1MDNhOTczOWM3ZTk3YTlEYXRhX0NsYXNzX19vdF90X29fYXRfMV91ZV9wbmc=',\n", + " 'sname': 'Data_Class__ot_t_o_at_1_ue_png__20004e598a2948949503a9739c7e97a9'})" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data__Class\", \"__Ot;t#o__@__1:Ü.png\")\n", + "suuid, suuid.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((MyClass__otto_oe_1__598cdfa6572759798c5507a04cab3117),\n", + " {'class_name': 'MyClass',\n", + " 'name': 'otto_oe_1',\n", + " 'huuid': '598cdfa6572759798c5507a04cab3117',\n", + " 'suuid': 'NTk4Y2RmYTY1NzI3NTk3OThjNTUwN2EwNGNhYjMxMTdNeUNsYXNzX19vdHRvX29lXzE=',\n", + " 'sname': 'MyClass__otto_oe_1__598cdfa6572759798c5507a04cab3117'})" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID.from_name(class_name=\"MyClass\", name=\"Otto__ö__1\", ns_name=\"!!\")\n", + "suuid, suuid.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('otto_oe_1', UUID('598cdfa6-5727-5979-8c55-07a04cab3117'))" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.name, suuid.uuid" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(MyClass__otto_oe_1__598cdfa6572759798c5507a04cab3117)" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s = sdata.SUUID.from_suuid_str(suuid.suuid_str)\n", + "s" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('MyClass', 'otto_oe_1', '598cdfa6572759798c5507a04cab3117')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.class_name, s.name, s.huuid" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({'class_name': 'MyClass',\n", + " 'name': 'myname',\n", + " 'huuid': '3733ec6ea9fc52fa8c9a84ff18ed80a8',\n", + " 'suuid': 'MzczM2VjNmVhOWZjNTJmYThjOWE4NGZmMThlZDgwYThNeUNsYXNzX19teW5hbWU='},\n", + " (MyClass__myname__3733ec6ea9fc52fa8c9a84ff18ed80a8))" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID.from_name(class_name=\"MyClass\", name=\"MyName\")\n", + "suuid.to_dict(), suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE=',\n", + " b'OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE=')" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data\", \"a\")\n", + "suuid.suuid_str, suuid.suuid_bytes" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('4d0a053d-fb00-4d47-942b-6cdd20331c26')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.UUID(hex='4d0a053dfb004d47942b6cdd20331c26')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = suuid.huuid\n", + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('8e7d2dd1-7402-454b-ad6c-d36a6c287560')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.get_uuid()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(['NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA==',\n", + " 'otto',\n", + " '',\n", + " '4d0a053dfb004d47942b6cdd20331c26'],\n", + " 'NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA==')" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uid = uuid.UUID(hex='4d0a053dfb004d47942b6cdd20331c26')\n", + "s = sdata.SUUID.from_uuid(\"otto\", uid)\n", + "s.to_list(), s.suuid_str" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'class_name': 'otto',\n", + " 'name': '',\n", + " 'huuid': '4d0a053dfb004d47942b6cdd20331c26',\n", + " 'suuid': 'NGQwYTA1M2RmYjAwNGQ0Nzk0MmI2Y2RkMjAzMzFjMjZvdHRvQA=='}" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'4d0a053dfb004d47942b6cdd20331c26'" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "s.huuid" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'OGU3ZDJkZDE3NDAyNDU0YmFkNmNkMzZhNmMyODc1NjBEYXRhQGE='" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.suuid_str" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('9120846d-1118-5cbd-9c06-742056d757ad')" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ns = sdata.SUUID.get_namespace_from_name(\"otto\")\n", + "ns" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('db2c2a67-099d-5216-baf5-ed73fd71223f')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.get_uuid_from_name(\"werner\", ns_name=\"otto\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Data@a@8e7d2dd17402454bad6cd36a6c287560'" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid.sname" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'8e7d2dd17402454bad6cd36a6c287560Data@a'" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bytestring = suuid.suuid_bytes\n", + "base64.decodebytes(bytestring).decode()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_str(suuid.suuid_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@a@8e7d2dd17402454bad6cd36a6c287560)" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_bytes(suuid.suuid_bytes)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(otto@@4d0a053dfb004d47942b6cdd20331c26)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdata.SUUID.from_suuid_str(s.suuid_str)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['NWZiNTdlMWJlODhhNTUyZGFkZTY0ZGQ1NGE0YWY2YjBGaWxlQHQudHh0',\n", + " 'File',\n", + " 't.txt',\n", + " '5fb57e1be88a552dade64dd54a4af6b0']" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filepath = \"t.txt\" \n", + "with open(\"t.txt\", \"w\") as fh:\n", + " fh.write(\"123\")\n", + "s = sdata.SUUID.from_file(\"File\", filepath)\n", + "s.to_list()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame([1,2])" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " name \\\n", + "key \n", + "!sdata_class !sdata_class \n", + "!sdata_ctime !sdata_ctime \n", + "!sdata_mtime !sdata_mtime \n", + "!sdata_name !sdata_name \n", + "!sdata_parent !sdata_parent \n", + "!sdata_project !sdata_project \n", + "!sdata_sname !sdata_sname \n", + "!sdata_suuid !sdata_suuid \n", + "!sdata_url !sdata_url \n", + "!sdata_uuid !sdata_uuid \n", + "!sdata_version !sdata_version \n", + "\n", + " value unit dtype \\\n", + "key \n", + "!sdata_class Data - str \n", + "!sdata_ctime 2025-08-28T16:55:47.252859+00:00 - str \n", + "!sdata_mtime 2025-08-28T16:55:47.252905+00:00 - str \n", + "!sdata_name ! - str \n", + "!sdata_parent - str \n", + "!sdata_project N.N. - str \n", + "!sdata_sname Data@!@92de6bcb8309447d807457eaac411f1b - str \n", + "!sdata_suuid OTJkZTZiY2I4MzA5NDQ3ZDgwNzQ1N2VhYWM0MTFmMWJEYX... - str \n", + "!sdata_url - str \n", + "!sdata_uuid 92de6bcb8309447d807457eaac411f1b - str \n", + "!sdata_version 0.26.0 - str \n", + "\n", + " description label required \n", + "key \n", + "!sdata_class sdata class False \n", + "!sdata_ctime creation date False \n", + "!sdata_mtime modification date False \n", + "!sdata_name name of the data object False \n", + "!sdata_parent uuid of the parent sdata object False \n", + "!sdata_project project name False \n", + "!sdata_sname sname of the data object False \n", + "!sdata_suuid Super Universally Unique Identifier False \n", + "!sdata_url url of the data object False \n", + "!sdata_uuid Universally Unique Identifier False \n", + "!sdata_version sdata package version False " + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "d = sdata.Data(name=\"!\", data=df)\n", + "d.mdf" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@987b43dbd4b9c71bdc9f6262a80fdde5e5b6e095acadfbabfe4cafc8f34b419a@619aa6bd02355429b4cf16a5c7c7887f)" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_str(class_name=\"Data\", s=\"text\", ns_name=\"project_xy\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base64.b64encode(b\"123\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base64.b64decode(b'MTIz')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "b'\\xc3\\xa4'" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"ä\".encode('utf-8', errors=\"replace\")" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data@987b43dbd4b9c71bdc9f6262a80fdde5e5b6e095acadfbabfe4cafc8f34b419a@619aa6bd02355429b4cf16a5c7c7887f)" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID.from_str(class_name=\"Data\", s=\"text\", ns_name=\"project_xy\")" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'h_____l____.csv'" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SUUID._clean_name(\"hö____l&$|,;:.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "re.ASCII" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import re\n", + "re.ASCII" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(Data_Class__otto_oe_1ue__089cc7c6151649b5a4ad092a22595d4b)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "suuid = sdata.SUUID(\"Data__Class\", \"Otto__ö__1Ü\")\n", + "suuid" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "py310", + "language": "python", + "name": "py310" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/t.txt b/ipynb/t.txt new file mode 100644 index 0000000..d800886 --- /dev/null +++ b/ipynb/t.txt @@ -0,0 +1 @@ +123 \ No newline at end of file diff --git a/ipynb/temp.xlsx b/ipynb/temp.xlsx new file mode 100644 index 0000000..1894835 Binary files /dev/null and b/ipynb/temp.xlsx differ diff --git a/ipynb/tempc.xlsx b/ipynb/tempc.xlsx new file mode 100644 index 0000000..3269000 Binary files /dev/null and b/ipynb/tempc.xlsx differ diff --git a/ipynb/uuid.ipynb b/ipynb/uuid.ipynb new file mode 100644 index 0000000..5f6b68c --- /dev/null +++ b/ipynb/uuid.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import uuid\n", + "import base64" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('6bd1524e-8099-48b9-86b2-7592a7dc36d1')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i = uuid.uuid4()\n", + "i" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'6bd1524e809948b986b27592a7dc36d1'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.hex" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "143314254969603343264936901884740646609" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.int" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'6bd1524e-8099-48b9-86b2-7592a7dc36d1'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "f\"{i}\"" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ingolf.lepenies/anaconda3/envs/sfem3/lib/python3.7/site-packages/ipykernel_launcher.py:1: DeprecationWarning: encodestring() is a deprecated alias since 3.1, use encodebytes()\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/plain": [ + "b'NWQ5YWFhYTJmMGZiNDY1NWE3MzJlMmQwYjg5YWRkY2M=\\n'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = base64.encodestring(i.hex.encode(\"utf8\"))\n", + "b" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(i.hex)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('5d9aaaa2-f0fb-4655-a732-e2d0b89addcc')" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.UUID(i.hex)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'5d9aaaa2f0fb4655a732e2d0b89addcc-asciiname'" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "k = i.hex + \"-asciiname\"\n", + "k" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "badly formed hexadecimal UUID string", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0muuid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mUUID\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m\"123\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/anaconda3/envs/sfem3/lib/python3.7/uuid.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, hex, bytes, bytes_le, fields, int, version, is_safe)\u001b[0m\n\u001b[1;32m 158\u001b[0m \u001b[0mhex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'{}'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreplace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'-'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 159\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m32\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 160\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'badly formed hexadecimal UUID string'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 161\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m16\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 162\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mbytes_le\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mValueError\u001b[0m: badly formed hexadecimal UUID string" + ] + } + ], + "source": [ + "uuid.UUID()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('886313e1-3b8a-5372-9b90-0c9aee199e5d')" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "uuid.uuid5(uuid.NAMESPACE_DNS, 'python.org')" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "UUID('cd5d0bff-2444-5d26-ab53-4f7db1cb733d')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "j = uuid.uuid5(uuid.NAMESPACE_OID, 'python.org')\n", + "j" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "87401272406845" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "j.node" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1570417314, 61691, 18005, 167, 50, 249386078232012)" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "i.fields" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/ipynb/workflow/.ipynb_checkpoints/test_processes-checkpoint.ipynb b/ipynb/workflow/.ipynb_checkpoints/test_processes-checkpoint.ipynb new file mode 100644 index 0000000..19de848 --- /dev/null +++ b/ipynb/workflow/.ipynb_checkpoints/test_processes-checkpoint.ipynb @@ -0,0 +1,505 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "84ae806e-fc8b-45f2-8d87-e08293f4b1f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.base import Base\n", + "from sdata.sclass import ProcessData" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "4a5cc3fd-4536-40ee-91af-2b84701c4e06", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from typing import Dict, Type, List, Union, Optional, Any\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "# Assuming Base, ProcessData, SUUID, Metadata, etc., are defined.\n", + "\n", + "class ProcessNode(Base):\n", + " \"\"\"\n", + " Unified base class for process nodes, supporting both leaf and composite processes.\n", + " Leaf processes have empty processes list and override execute.\n", + " Composite processes have processes list and use chaining in execute.\n", + " \"\"\"\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " processes: List[Type['ProcessNode']] = [] # Class var for subprocess classes\n", + " computation: str = \"\" # Optional for display\n", + "\n", + " required_inputs: List[Type[ProcessData]] = []\n", + " required_outputs: List[Type[ProcessData]] = []\n", + "\n", + " PROCESS_DATATYPE = 'ProcessNode'\n", + "\n", + " def __init__(self, name: str = \"ProcessNode\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, **kwargs)\n", + " self.metadata.add(\n", + " self.SDATA_BFO_CLASS, \"sdata.sclass:Prozess\", dtype=\"str\",\n", + " description=\"sdata bfo class name\", required=True\n", + " )\n", + " self.inputs: Dict[str, ProcessData] = inputs or {}\n", + " self.outputs: Dict[str, ProcessData] = {}\n", + " self.process_classes = self.__class__.processes # Instance access to class var\n", + "\n", + " def validate_inputs(self) -> bool:\n", + " \"\"\"\n", + " Prüft, ob alle erforderlichen Inputs vorhanden und vollständig sind.\n", + " \"\"\"\n", + " for req_input in self.__class__.required_inputs:\n", + " found = False\n", + " for inp_key, inp in self.inputs.items():\n", + " if isinstance(inp, req_input):\n", + " if not inp.is_complete():\n", + " raise ValueError(f\"Input '{inp_key}' ({inp.name}) ist nicht vollständig.\")\n", + " found = True\n", + " break\n", + " if not found:\n", + " raise ValueError(f\"Fehlender erforderlicher Input: {req_input.__name__}\")\n", + " return True\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " \n", + " if self.process_classes: # Composite behavior\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.__class__.output_classes}\n", + " return self.outputs\n", + " else: # Leaf behavior\n", + " raise NotImplementedError(\"Subclasses must implement execute for leaf processes.\")\n", + "\n", + "# Factory for leaf processes\n", + "def create_process_class(\n", + " process_name: str,\n", + " input_classes: Dict[str, Type[ProcessData]],\n", + " output_classes: Dict[str, Type[ProcessData]],\n", + " computation: Optional[str] = None\n", + ") -> Type[ProcessNode]:\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " # Example execute for leaf, can be customized if needed\n", + " self.validate_inputs()\n", + " \n", + " vars_dict = {}\n", + " for dc in self.inputs.values():\n", + " for attr in dc.metadata.values():\n", + " if not attr.name.startswith('_sdata_') and attr.value is not None:\n", + " vars_dict[attr.name] = attr.value\n", + " \n", + " if computation:\n", + " if '=' not in computation:\n", + " raise ValueError(\"Computation must be in the form 'var = expression'\")\n", + " lhs, rhs = computation.split('=', 1)\n", + " lhs = lhs.strip()\n", + " rhs = rhs.strip()\n", + " try:\n", + " result = eval(rhs, {\"__builtins__\": {}}, vars_dict)\n", + " except Exception as e:\n", + " raise ValueError(f\"Error evaluating computation: {e}\")\n", + " \n", + " output_key = list(output_classes.keys())[0]\n", + " output_class = output_classes[output_key]\n", + " dc_out = output_class(name=output_key.lower())\n", + " dc_out.metadata.add(lhs, result, dtype=\"float\", description=f\"Computed {lhs}\", required=True)\n", + " self.outputs = {output_key: dc_out}\n", + " return self.outputs\n", + " else:\n", + " raise NotImplementedError(\"No computation provided for leaf process.\")\n", + " \n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " 'computation': computation or \"\",\n", + " 'execute': execute if computation else ProcessNode.execute # If no comp, keep as is for override\n", + " }\n", + " \n", + " return type(process_name, (ProcessNode,), class_dict)\n", + "\n", + "# Factory for composite processes\n", + "def create_composite_process_class(\n", + " composite_name: str,\n", + " process_classes: List[Type[ProcessNode]]\n", + ") -> Type[ProcessNode]:\n", + " # Compute aggregated IO statically\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " input_classes = {}\n", + " for inp in external_inputs:\n", + " for proc_type in process_classes:\n", + " if inp in proc_type.input_classes:\n", + " input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " output_classes = {}\n", + " for out in external_outputs:\n", + " for proc_type in process_classes:\n", + " if out in proc_type.output_classes:\n", + " output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " 'processes': process_classes,\n", + " 'computation': computation,\n", + " }\n", + "\n", + " return type(composite_name, (ProcessNode,), class_dict)\n", + "\n", + "# Update ProcessGraph to use unified ProcessNode\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Type[ProcessNode]] = {}\n", + "\n", + " def add_process(self, process_class: Type[ProcessNode]):\n", + " proc_name = process_class.__name__\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " input_classes = process_class.input_classes\n", + " output_classes = process_class.output_classes\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " label = cls.__name__\n", + " dot.node(data, shape='box', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " computation = getattr(proc_class, 'computation', '')\n", + " label = cls.__name__\n", + " dot.node(proc, shape='component', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "from sdata.sclass.process import sclass\n", + "DataClass_1 = sclass(\"DataClass_1\")\n", + "DataClass_2 = sclass(\"DataClass_2\")\n", + "DataClass_3 = sclass(\"DataClass_3\")\n", + "DataClass_4 = sclass(\"DataClass_4\")\n", + "\n", + "# Example usage\n", + "# Create leaf processes\n", + "Process_1 = create_process_class(\n", + " 'Process_1',\n", + " {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " {'DataClass_3': DataClass_3},\n", + " \"var_d=(var_a+var_b)*var_c\"\n", + ")\n", + "\n", + "Process_2 = create_process_class(\n", + " 'Process_2',\n", + " {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3},\n", + " {'DataClass_4': DataClass_4},\n", + " \"var_e=var_a**var_d\"\n", + ")\n", + "\n", + "# Create composite class\n", + "Process_1_plus_2 = create_composite_process_class(\n", + " \"Process_1_plus_2\",\n", + " [Process_1, Process_2]\n", + ")\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "5e9d4dd3-f97f-4a92-9bc6-a0cdb18c1b49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "DataClass_1().default_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "73ff4cc5-d720-4f49-9f53-68bb5e54cf84", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "b84a708e-22ca-4777-b95d-799b6472ad45", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Process_1_plus_2'" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2.__name__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d77293bf-f839-41c6-9694-f0ce20686bb9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/ipynb/workflow/test_processes.ipynb b/ipynb/workflow/test_processes.ipynb new file mode 100644 index 0000000..19de848 --- /dev/null +++ b/ipynb/workflow/test_processes.ipynb @@ -0,0 +1,505 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "84ae806e-fc8b-45f2-8d87-e08293f4b1f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "#setup notebook\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "import logging\n", + "logging.basicConfig(format='%(asctime)s %(levelname)s:%(message)s', level=logging.INFO, datefmt='%I:%M:%S')\n", + "from sdata.base import Base\n", + "from sdata.sclass import ProcessData" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "4a5cc3fd-4536-40ee-91af-2b84701c4e06", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_1_plus_2\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_2\n", + "\n", + "DataClass_2\n", + "\n", + "\n", + "\n", + "DataClass_2->Process_1_plus_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Process_1_plus_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from typing import Dict, Type, List, Union, Optional, Any\n", + "import graphviz\n", + "from IPython.display import display, SVG\n", + "\n", + "# Assuming Base, ProcessData, SUUID, Metadata, etc., are defined.\n", + "\n", + "class ProcessNode(Base):\n", + " \"\"\"\n", + " Unified base class for process nodes, supporting both leaf and composite processes.\n", + " Leaf processes have empty processes list and override execute.\n", + " Composite processes have processes list and use chaining in execute.\n", + " \"\"\"\n", + " input_classes: Dict[str, Type[ProcessData]] = {}\n", + " output_classes: Dict[str, Type[ProcessData]] = {}\n", + " processes: List[Type['ProcessNode']] = [] # Class var for subprocess classes\n", + " computation: str = \"\" # Optional for display\n", + "\n", + " required_inputs: List[Type[ProcessData]] = []\n", + " required_outputs: List[Type[ProcessData]] = []\n", + "\n", + " PROCESS_DATATYPE = 'ProcessNode'\n", + "\n", + " def __init__(self, name: str = \"ProcessNode\", inputs: Dict[str, ProcessData] = None, **kwargs: Any):\n", + " super().__init__(name=name, **kwargs)\n", + " self.metadata.add(\n", + " self.SDATA_BFO_CLASS, \"sdata.sclass:Prozess\", dtype=\"str\",\n", + " description=\"sdata bfo class name\", required=True\n", + " )\n", + " self.inputs: Dict[str, ProcessData] = inputs or {}\n", + " self.outputs: Dict[str, ProcessData] = {}\n", + " self.process_classes = self.__class__.processes # Instance access to class var\n", + "\n", + " def validate_inputs(self) -> bool:\n", + " \"\"\"\n", + " Prüft, ob alle erforderlichen Inputs vorhanden und vollständig sind.\n", + " \"\"\"\n", + " for req_input in self.__class__.required_inputs:\n", + " found = False\n", + " for inp_key, inp in self.inputs.items():\n", + " if isinstance(inp, req_input):\n", + " if not inp.is_complete():\n", + " raise ValueError(f\"Input '{inp_key}' ({inp.name}) ist nicht vollständig.\")\n", + " found = True\n", + " break\n", + " if not found:\n", + " raise ValueError(f\"Fehlender erforderlicher Input: {req_input.__name__}\")\n", + " return True\n", + "\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " if not self.validate_inputs():\n", + " raise ValueError(\"Inputs not valid\")\n", + " \n", + " if self.process_classes: # Composite behavior\n", + " intermediate = self.inputs.copy()\n", + " for proc_type in self.process_classes:\n", + " proc = proc_type(inputs={k: intermediate[k] for k in proc_type.input_classes if k in intermediate})\n", + " proc_output = proc.execute()\n", + " intermediate.update(proc_output)\n", + " self.outputs = {k: intermediate[k] for k in self.__class__.output_classes}\n", + " return self.outputs\n", + " else: # Leaf behavior\n", + " raise NotImplementedError(\"Subclasses must implement execute for leaf processes.\")\n", + "\n", + "# Factory for leaf processes\n", + "def create_process_class(\n", + " process_name: str,\n", + " input_classes: Dict[str, Type[ProcessData]],\n", + " output_classes: Dict[str, Type[ProcessData]],\n", + " computation: Optional[str] = None\n", + ") -> Type[ProcessNode]:\n", + " def execute(self) -> Dict[str, ProcessData]:\n", + " # Example execute for leaf, can be customized if needed\n", + " self.validate_inputs()\n", + " \n", + " vars_dict = {}\n", + " for dc in self.inputs.values():\n", + " for attr in dc.metadata.values():\n", + " if not attr.name.startswith('_sdata_') and attr.value is not None:\n", + " vars_dict[attr.name] = attr.value\n", + " \n", + " if computation:\n", + " if '=' not in computation:\n", + " raise ValueError(\"Computation must be in the form 'var = expression'\")\n", + " lhs, rhs = computation.split('=', 1)\n", + " lhs = lhs.strip()\n", + " rhs = rhs.strip()\n", + " try:\n", + " result = eval(rhs, {\"__builtins__\": {}}, vars_dict)\n", + " except Exception as e:\n", + " raise ValueError(f\"Error evaluating computation: {e}\")\n", + " \n", + " output_key = list(output_classes.keys())[0]\n", + " output_class = output_classes[output_key]\n", + " dc_out = output_class(name=output_key.lower())\n", + " dc_out.metadata.add(lhs, result, dtype=\"float\", description=f\"Computed {lhs}\", required=True)\n", + " self.outputs = {output_key: dc_out}\n", + " return self.outputs\n", + " else:\n", + " raise NotImplementedError(\"No computation provided for leaf process.\")\n", + " \n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " 'computation': computation or \"\",\n", + " 'execute': execute if computation else ProcessNode.execute # If no comp, keep as is for override\n", + " }\n", + " \n", + " return type(process_name, (ProcessNode,), class_dict)\n", + "\n", + "# Factory for composite processes\n", + "def create_composite_process_class(\n", + " composite_name: str,\n", + " process_classes: List[Type[ProcessNode]]\n", + ") -> Type[ProcessNode]:\n", + " # Compute aggregated IO statically\n", + " all_inputs = set()\n", + " all_outputs = set()\n", + " internal_connections = set()\n", + "\n", + " for proc_type in process_classes:\n", + " for inp in proc_type.input_classes.keys():\n", + " all_inputs.add(inp)\n", + " for out in proc_type.output_classes.keys():\n", + " all_outputs.add(out)\n", + "\n", + " for i, proc_type in enumerate(process_classes):\n", + " for out in proc_type.output_classes.keys():\n", + " for next_proc_type in process_classes[i+1:]:\n", + " if out in next_proc_type.input_classes:\n", + " internal_connections.add(out)\n", + "\n", + " external_inputs = all_inputs - internal_connections\n", + " external_outputs = all_outputs - all_inputs\n", + "\n", + " input_classes = {}\n", + " for inp in external_inputs:\n", + " for proc_type in process_classes:\n", + " if inp in proc_type.input_classes:\n", + " input_classes[inp] = proc_type.input_classes[inp]\n", + " break\n", + "\n", + " output_classes = {}\n", + " for out in external_outputs:\n", + " for proc_type in process_classes:\n", + " if out in proc_type.output_classes:\n", + " output_classes[out] = proc_type.output_classes[out]\n", + " break\n", + "\n", + " class_dict = {\n", + " 'input_classes': input_classes,\n", + " 'output_classes': output_classes,\n", + " 'required_inputs': list(input_classes.values()),\n", + " 'required_outputs': list(output_classes.values()),\n", + " 'processes': process_classes,\n", + " 'computation': computation,\n", + " }\n", + "\n", + " return type(composite_name, (ProcessNode,), class_dict)\n", + "\n", + "# Update ProcessGraph to use unified ProcessNode\n", + "class ProcessGraph:\n", + " def __init__(self):\n", + " self.data_nodes = set()\n", + " self.process_nodes = set()\n", + " self.edges = []\n", + " self.class_map: Dict[str, Type[ProcessData]] = {}\n", + " self.process_class_map: Dict[str, Type[ProcessNode]] = {}\n", + "\n", + " def add_process(self, process_class: Type[ProcessNode]):\n", + " proc_name = process_class.__name__\n", + " self.process_nodes.add(proc_name)\n", + " self.process_class_map[proc_name] = process_class\n", + " \n", + " input_classes = process_class.input_classes\n", + " output_classes = process_class.output_classes\n", + " \n", + " for input_name, input_class in input_classes.items():\n", + " self.data_nodes.add(input_name)\n", + " self.class_map[input_name] = input_class\n", + " self.edges.append((input_name, proc_name))\n", + " \n", + " for output_name, output_class in output_classes.items():\n", + " self.data_nodes.add(output_name)\n", + " self.class_map[output_name] = output_class\n", + " self.edges.append((proc_name, output_name))\n", + "\n", + " def to_graphviz(self, name=\"SumSquare\", rankdir=\"TD\", collapsed=True):\n", + " dot = graphviz.Digraph(name=name, graph_attr={'rankdir': rankdir})\n", + " \n", + " for data in self.data_nodes:\n", + " cls = self.class_map[data]\n", + " label = cls.__name__\n", + " dot.node(data, shape='box', label=label)\n", + " \n", + " for proc in self.process_nodes:\n", + " proc_class = self.process_class_map[proc]\n", + " computation = getattr(proc_class, 'computation', '')\n", + " label = cls.__name__\n", + " dot.node(proc, shape='component', label=label)\n", + " \n", + " for src, dst in self.edges:\n", + " dot.edge(src, dst)\n", + " \n", + " return dot\n", + "\n", + "from sdata.sclass.process import sclass\n", + "DataClass_1 = sclass(\"DataClass_1\")\n", + "DataClass_2 = sclass(\"DataClass_2\")\n", + "DataClass_3 = sclass(\"DataClass_3\")\n", + "DataClass_4 = sclass(\"DataClass_4\")\n", + "\n", + "# Example usage\n", + "# Create leaf processes\n", + "Process_1 = create_process_class(\n", + " 'Process_1',\n", + " {'DataClass_1': DataClass_1, 'DataClass_2': DataClass_2},\n", + " {'DataClass_3': DataClass_3},\n", + " \"var_d=(var_a+var_b)*var_c\"\n", + ")\n", + "\n", + "Process_2 = create_process_class(\n", + " 'Process_2',\n", + " {'DataClass_1': DataClass_1, 'DataClass_3': DataClass_3},\n", + " {'DataClass_4': DataClass_4},\n", + " \"var_e=var_a**var_d\"\n", + ")\n", + "\n", + "# Create composite class\n", + "Process_1_plus_2 = create_composite_process_class(\n", + " \"Process_1_plus_2\",\n", + " [Process_1, Process_2]\n", + ")\n", + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_1_plus_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))\n", + "\n", + "# Execution\n", + "dc1 = DataClass_1(name=\"dc1\")\n", + "dc1.metadata.add(\"var_a\", 2.0, dtype=\"float\", required=True)\n", + "dc1.metadata.add(\"var_b\", 3.0, dtype=\"float\", required=True)\n", + "\n", + "dc2 = DataClass_2(name=\"dc2\")\n", + "dc2.metadata.add(\"var_c\", 4.0, dtype=\"float\", required=True)\n", + "\n", + "inputs = {\n", + " 'DataClass_1': dc1,\n", + " 'DataClass_2': dc2\n", + "}\n", + "composite = Process_1_plus_2(inputs=inputs)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "5e9d4dd3-f97f-4a92-9bc6-a0cdb18c1b49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "DataClass_1().default_attributes" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "73ff4cc5-d720-4f49-9f53-68bb5e54cf84", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "CombinedProcess\n", + "\n", + "\n", + "\n", + "DataClass_1\n", + "\n", + "DataClass_1\n", + "\n", + "\n", + "\n", + "Process_2\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "DataClass_1->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_3\n", + "\n", + "DataClass_3\n", + "\n", + "\n", + "\n", + "DataClass_3->Process_2\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "DataClass_4\n", + "\n", + "DataClass_4\n", + "\n", + "\n", + "\n", + "Process_2->DataClass_4\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "g = ProcessGraph()\n", + "g.add_process(Process_2)\n", + "\n", + "# Display\n", + "dot_graph = g.to_graphviz(name=\"CombinedProcess\", rankdir=\"TD\", collapsed=True)\n", + "display(SVG(dot_graph.pipe(format='svg')))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "b84a708e-22ca-4777-b95d-799b6472ad45", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Process_1_plus_2'" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Process_1_plus_2.__name__" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d77293bf-f839-41c6-9694-f0ce20686bb9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "jup312", + "language": "python", + "name": "jup312" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/paper/2020/Das_sdata-Format.zip b/paper/2020/Das_sdata-Format.zip new file mode 100644 index 0000000..c6116b2 Binary files /dev/null and b/paper/2020/Das_sdata-Format.zip differ diff --git a/paper/2020/sdata-0.8.4.tar.gz b/paper/2020/sdata-0.8.4.tar.gz new file mode 100644 index 0000000..c71bbc6 Binary files /dev/null and b/paper/2020/sdata-0.8.4.tar.gz differ diff --git a/paper/2020/temperaturmessung-001.csv b/paper/2020/temperaturmessung-001.csv new file mode 100644 index 0000000..6d8c883 --- /dev/null +++ b/paper/2020/temperaturmessung-001.csv @@ -0,0 +1,9 @@ +#;sdata_version;0.8.4;-;str;; +#;name;Temperaturmessung-001;-;str;; +#;uuid;e13d9387728c375eb98686eacf42b6df;-;str;; +#;time;nan;s;float;Zeitachse;time $t$ +#;temperature;nan;°C;float;Zeitachse;temperature $T$ +index;time;temperature +0;1.1;2.4 +max_temp;2.1;5.2 +2;3.5;2.2 diff --git a/sdata.data.png b/sdata.data.png new file mode 100644 index 0000000..e935f9a Binary files /dev/null and b/sdata.data.png differ diff --git a/sdata/.ipynb_checkpoints/suuid-checkpoint.py b/sdata/.ipynb_checkpoints/suuid-checkpoint.py new file mode 100644 index 0000000..6797264 --- /dev/null +++ b/sdata/.ipynb_checkpoints/suuid-checkpoint.py @@ -0,0 +1,270 @@ +import uuid +import base64 +import hashlib +import os +import re +import unicodedata + +""" +SUUID +""" + + +class SUUID: + """ SUUID = b64(huuid + class_name + SEP + name) + + Eine semantische UUID, die Klasse, Name und eine UUID kombiniert. + + Examples: + >>> sid = SUUID.from_name(class_name="MyClass", name="MyName") + >>> str(sid) + '(MyClass@MyName@78bc2bf739005a7bbc14019f767dbdc1)' + + >>> sid.suuid + b'NzhiyzJiZjczOTAwNWE3YmJjMTQwMTlmNzY3ZGJkYzFNeUNsYXNzQE15TmFtZQ==' + + >>> sid.suuid_str + 'NzhiyzJiZjczOTAwNWE3YmJjMTQwMTlmNzY3ZGJkYzFNeUNsYXNzQE15TmFtZQ==' + + >>> sid.to_dict() + {'class_name': 'MyClass', + 'name': 'MyName', + 'huuid': '78bc2bf739005a7bbc14019f767dbdc1', + 'suuid': 'NzhiyzJiZjczOTAwNWE3YmJjMTQwMTlmNzY3ZGJkYzFNeUNsYXNzQE15TmFtZQ=='} + """ + + SEP = "@" + + def __init__(self, class_name, name=None, huuid=None): + """Generiert ein SUUID-Objekt. + + :param class_name: Name der Klasse, z.B. 'Data' (erforderlich, nicht-leerer String) + :param name: Name des Objekts, z.B. 'Otto' (optional, default: "") + :param huuid: Hex-String einer UUID, z.B. 'e1e9eaa45eba5cc1b5f035317771b22c' (optional, default: uuid4().hex) + """ + if not class_name or not isinstance(class_name, str): + raise ValueError("class_name muss ein nicht-leerer String sein") + self.class_name = class_name + name = name or "" + self.name = self.generate_safe_filename(name) + self.huuid = huuid or uuid.uuid4().hex + if len(self.huuid) != 32 or not all(c in '0123456789abcdefABCDEF' for c in self.huuid): + raise ValueError("huuid muss ein 32-Zeichen langer Hex-String sein") + + @staticmethod + def generate_safe_filename(original_name: str) -> str: + r""" + Generiert einen sicheren Dateinamen, der kompatibel mit Linux, Windows, AWS S3 und als Datenbank-Spaltenname oder Index-Name ist. + + - Konvertiert zu Lowercase. + - Ersetzt Umlaute und Sonderzeichen durch ASCII-Äquivalente oder Unterstriche. + - Erlaubt nur alphanumerische Zeichen (a-z, 0-9), Unterstriche (_) und Punkte (.). + - Entfernt verbotene Zeichen für Windows (z.B. < > : " / \ | ? *). + - Reduziert multiple Unterstriche zu einem. + - Entfernt leading/trailing Unterstriche oder Punkte. + - Stellt sicher, dass der Name mit einem Buchstaben oder Unterstrich beginnt (für DB-Kompatibilität). + - Begrenzt die Länge auf 255 Zeichen (sichere Grenze für die meisten Dateisysteme). + + :param original_name: Der ursprüngliche Name (str). + :return: Der sichere Dateiname (str). + """ + if not isinstance(original_name, str): + original_name = str(original_name) + + # Ersetze verbotene Zeichen für Windows und allgemeine Sicherheit + forbidden = r'[<>:"/\\|?*]' + original_name = re.sub(forbidden, '_', original_name) + + # Konvertiere Umlaute und andere diakritische Zeichen zu ASCII + mapper = { + "ä": "ae", "ö": "oe", "ü": "ue", "Ä": "Ae", "Ö": "Oe", "Ü": "Ue", + "ß": "ss", "é": "e", "è": "e", "ê": "e", "ë": "e", + "á": "a", "à": "a", "â": "a", "ã": "a", "å": "a", + "ç": "c", "ñ": "n", "ø": "o", " ": "_", "!": "_", "@": "_", + "#": "_", "$": "_", "%": "_", "^": "_", "&": "_", "*": "_", + "(": "_", ")": "_", ";": "_", ",": "_", "+": "_", "=": "_", + "[": "_", "]": "_", "{": "_", "}": "_", "`": "_", "~": "_" + } + for k, v in mapper.items(): + original_name = original_name.replace(k, v) + + # Normalisiere zu ASCII und entferne nicht-ASCII-Zeichen + original_name = unicodedata.normalize('NFKD', original_name).encode('ascii', 'ignore').decode('ascii') + + # Zu Lowercase + name = original_name.lower() + + # Ersetze ungültige Zeichen mit _ + # Erlaube nur a-z, 0-9, _, . + name = re.sub(r'[^a-z0-9_.]', '_', name) + + # Reduziere multiple _ oder . zu _ + name = re.sub(r'[_.-]+', '_', name) + + # Entferne leading/trailing _ oder . + name = name.strip('_.') + + # Stelle sicher, dass es mit einem Buchstaben oder _ beginnt (für DB) + if name and (name[0].isdigit() or name[0] == '.'): + name = '_' + name + + # Begrenze auf 255 Zeichen + if len(name) > 255: + name = name[:255] + + # Falls der Name leer wird, fallback zu einem Standard + if not name: + name = 'noname' + + return name + + def __str__(self): + return f"({self.class_name}{self.SEP}{self.name}{self.SEP}{self.huuid})" + + def __repr__(self): + return f"({self.class_name}{self.SEP}{self.name}{self.SEP}{self.huuid})" + + def get_uuid(self): + """UUID-Objekt aus huuid.""" + return uuid.UUID(hex=self.huuid) + + @property + def uuid(self): + """UUID-Objekt aus huuid.""" + return uuid.UUID(hex=self.huuid) + + @property + def did(self): + """DID""" + return self.sname.replace("@", ":") + + @property + def hex(self): + """Hex-String der UUID.""" + return self.huuid + + def to_list(self): + """Gibt eine Liste mit [suuid_str, class_name, name, huuid] zurück.""" + return [self.suuid_str, self.class_name, self.name, self.huuid] + + def to_dict(self): + """Gibt ein Dict mit class_name, name, huuid und suuid_str zurück.""" + return { + "class_name": self.class_name, + "name": self.name, + "huuid": self.huuid, + "suuid": self.suuid_str + } + + @property + def sname(self): + """String-Repräsentation: class_name@name@huuid""" + return self.SEP.join([self.class_name, self.name, self.huuid]) + + @property + def suuid_bytes(self): + """Base64-kodierte Bytes: huuid + class_name + SEP + name""" + s = self.huuid + self.class_name + self.SEP + self.name + return base64.b64encode(s.encode()) + + @property + def suuid_str(self): + """Base64-kodierter String (decoded von suuid).""" + return self.suuid_bytes.decode().strip() + + @classmethod + def from_uuid(cls, class_name, uuid_obj): + """Erstellt SUUID aus class_name und UUID-Objekt (ohne name).""" + return cls(class_name, name="", huuid=uuid_obj.hex) + + @classmethod + def get_namespace_from_name(cls, name): + """Generiert Namespace-UUID aus String.""" + return uuid.uuid5(uuid.NAMESPACE_OID, name.upper()) + + @classmethod + def get_uuid_from_name(cls, name, ns_name=None): + """Generiert deterministische UUID aus name und optionalem Namespace.""" + nsuuid = uuid.NAMESPACE_OID if ns_name is None else cls.get_namespace_from_name(ns_name) + return uuid.uuid5(nsuuid, name.upper()) + + @classmethod + def from_name(cls, class_name, name, ns_name=None): + """Erstellt SUUID deterministisch aus class_name, name und optionalem Namespace.""" + cleaned_name = cls.generate_safe_filename(name) + uid = cls.get_uuid_from_name(name=class_name + cleaned_name, ns_name=ns_name) + return cls(class_name=class_name, name=cleaned_name, huuid=uid.hex) + + @classmethod + def get_suuid_from_name(cls, class_name, name, ns_name=None): + """Gibt den Base64-Bytes-SUUID aus from_name zurück.""" + suuid_obj = cls.from_name(class_name, name, ns_name) + return suuid_obj.suuid_bytes + + @classmethod + def get_sname_from_name(cls, class_name, name, ns_name=None): + """Gibt den sname-String aus from_name zurück.""" + suuid_obj = cls.from_name(class_name, name, ns_name) + return suuid_obj.sname + + @classmethod + def from_file(cls, class_name, filepath, ns_name=None): + """Erstellt SUUID aus Dateiinhalt (Hash) und Dateinamen.""" + sh = hashlib.sha3_256() + with open(filepath, "rb") as fh: + sh.update(fh.read()) + content_hash = sh.hexdigest() + basename = os.path.basename(filepath) + suuid_obj = cls.from_name(class_name=class_name, name=content_hash, ns_name=ns_name) + suuid_obj.name = cls.generate_safe_filename(basename) # Überschreibt name mit Dateinamen + return suuid_obj + + @classmethod + def from_str(cls, class_name, s, ns_name=None): + """Erstellt SUUID aus String-Inhalt (Hash).""" + sh = hashlib.sha3_256() + sh.update(s.encode('utf-8', errors='strict')) # Raise bei Encoding-Fehlern + content_hash = "_" + sh.hexdigest() + return cls.from_name(class_name=class_name, name=content_hash, ns_name=ns_name) + + @classmethod + def from_suuid_bytes(cls, bytestring): + """Erstellt SUUID aus Base64-Bytes.""" + id_string = base64.b64decode(bytestring).decode('utf-8') + return cls.from_idstr(id_string) + + @classmethod + def from_suuid_str(cls, string): + """Erstellt SUUID aus Base64-String.""" + id_string = base64.b64decode(string.encode('utf-8')).decode('utf-8') + return cls.from_idstr(id_string) + + @classmethod + def from_suuid_sname(cls, s): + """Erstellt SUUID aus sname-String (class_name@name@huuid).""" + parts = s.split(cls.SEP) + if len(parts) != 3: + raise ValueError("Ungültiger sname-Format: Muss genau zwei Separatoren enthalten") + class_name, name, huuid = parts + return cls(class_name=class_name, name=name, huuid=huuid) + + @classmethod + def from_idstr(cls, id_string): + """Erstellt SUUID aus decoded Base64-String (huuidclass_name@name).""" + if len(id_string) < 32: + raise ValueError("Ungültiger id_string: Zu kurz") + huuid = id_string[:32] + rest = id_string[32:] + try: + class_name, name = rest.split(cls.SEP, maxsplit=1) + except ValueError: + class_name = rest + name = "" + return cls(class_name=class_name, name=name, huuid=huuid) + + +if __name__ == '__main__': + sid = SUUID.from_name(class_name="DATA", name="otto") + print(sid) + print(sid.suuid) + print(sid.to_dict()) diff --git a/sdata/contrib/semver.py b/sdata/contrib/semver.py new file mode 100644 index 0000000..ce8816a --- /dev/null +++ b/sdata/contrib/semver.py @@ -0,0 +1,1259 @@ +"""Python helper for Semantic Versioning (http://semver.org/)""" +from __future__ import print_function + +import argparse +import collections +from functools import wraps, partial +import inspect +import re +import sys +import warnings + + +PY2 = sys.version_info[0] == 2 +PY3 = sys.version_info[0] == 3 + + +__version__ = "2.13.0" +__author__ = "Kostiantyn Rybnikov" +__author_email__ = "k-bx@k-bx.com" +__maintainer__ = ["Sebastien Celles", "Tom Schraitle"] +__maintainer_email__ = "s.celles@gmail.com" + +#: Our public interface +__all__ = ( + # + # Module level function: + "bump_build", + "bump_major", + "bump_minor", + "bump_patch", + "bump_prerelease", + "compare", + "deprecated", + "finalize_version", + "format_version", + "match", + "max_ver", + "min_ver", + "parse", + "parse_version_info", + "replace", + # + # CLI interface + "cmd_bump", + "cmd_check", + "cmd_compare", + "createparser", + "main", + "process", + # + # Constants and classes + "SEMVER_SPEC_VERSION", + "VersionInfo", +) + +#: Contains the implemented semver.org version of the spec +SEMVER_SPEC_VERSION = "2.0.0" + + +if not hasattr(__builtins__, "cmp"): + + def cmp(a, b): + """Return negative if ab.""" + return (a > b) - (a < b) + + +if PY3: # pragma: no cover + string_types = str, bytes + text_type = str + binary_type = bytes + + def b(s): + return s.encode("latin-1") + + def u(s): + return s + + +else: # pragma: no cover + string_types = unicode, str + text_type = unicode + binary_type = str + + def b(s): + return s + + # Workaround for standalone backslash + def u(s): + return unicode(s.replace(r"\\", r"\\\\"), "unicode_escape") + + +def ensure_str(s, encoding="utf-8", errors="strict"): + # Taken from six project + """ + Coerce *s* to `str`. + + For Python 2: + - `unicode` -> encoded to `str` + - `str` -> `str` + + For Python 3: + - `str` -> `str` + - `bytes` -> decoded to `str` + """ + if not isinstance(s, (text_type, binary_type)): + raise TypeError("not expecting type '%s'" % type(s)) + if PY2 and isinstance(s, text_type): + s = s.encode(encoding, errors) + elif PY3 and isinstance(s, binary_type): + s = s.decode(encoding, errors) + return s + + +def deprecated(func=None, replace=None, version=None, category=DeprecationWarning): + """ + Decorates a function to output a deprecation warning. + + :param func: the function to decorate (or None) + :param str replace: the function to replace (use the full qualified + name like ``semver.VersionInfo.bump_major``. + :param str version: the first version when this function was deprecated. + :param category: allow you to specify the deprecation warning class + of your choice. By default, it's :class:`DeprecationWarning`, but + you can choose :class:`PendingDeprecationWarning` or a custom class. + """ + + if func is None: + return partial(deprecated, replace=replace, version=version, category=category) + + @wraps(func) + def wrapper(*args, **kwargs): + msg = ["Function '{m}.{f}' is deprecated."] + + if version: + msg.append("Deprecated since version {v}. ") + msg.append("This function will be removed in semver 3.") + if replace: + msg.append("Use {r!r} instead.") + else: + msg.append("Use the respective 'semver.VersionInfo.{r}' instead.") + + # hasattr is needed for Python2 compatibility: + f = func.__qualname__ if hasattr(func, "__qualname__") else func.__name__ + r = replace or f + + frame = inspect.currentframe().f_back + + msg = " ".join(msg) + warnings.warn_explicit( + msg.format(m=func.__module__, f=f, r=r, v=version), + category=category, + filename=inspect.getfile(frame.f_code), + lineno=frame.f_lineno, + ) + # As recommended in the Python documentation + # https://docs.python.org/3/library/inspect.html#the-interpreter-stack + # better remove the interpreter stack: + del frame + return func(*args, **kwargs) + + return wrapper + + +@deprecated(version="2.10.0") +def parse(version): + """ + Parse version to major, minor, patch, pre-release, build parts. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.parse` instead. + + :param version: version string + :return: dictionary with the keys 'build', 'major', 'minor', 'patch', + and 'prerelease'. The prerelease or build keys can be None + if not provided + :rtype: dict + + >>> ver = semver.parse('3.4.5-pre.2+build.4') + >>> ver['major'] + 3 + >>> ver['minor'] + 4 + >>> ver['patch'] + 5 + >>> ver['prerelease'] + 'pre.2' + >>> ver['build'] + 'build.4' + """ + return VersionInfo.parse(version).to_dict() + + +def comparator(operator): + """Wrap a VersionInfo binary op method in a type-check.""" + + @wraps(operator) + def wrapper(self, other): + comparable_types = (VersionInfo, dict, tuple, list, text_type, binary_type) + if not isinstance(other, comparable_types): + raise TypeError( + "other type %r must be in %r" % (type(other), comparable_types) + ) + return operator(self, other) + + return wrapper + + +class VersionInfo(object): + """ + A semver compatible version class. + + :param int major: version when you make incompatible API changes. + :param int minor: version when you add functionality in + a backwards-compatible manner. + :param int patch: version when you make backwards-compatible bug fixes. + :param str prerelease: an optional prerelease string + :param str build: an optional build string + """ + + __slots__ = ("_major", "_minor", "_patch", "_prerelease", "_build") + #: Regex for number in a prerelease + _LAST_NUMBER = re.compile(r"(?:[^\d]*(\d+)[^\d]*)+") + #: Regex for a semver version + _REGEX = re.compile( + r""" + ^ + (?P0|[1-9]\d*) + \. + (?P0|[1-9]\d*) + \. + (?P0|[1-9]\d*) + (?:-(?P + (?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*) + (?:\.(?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*))* + ))? + (?:\+(?P + [0-9a-zA-Z-]+ + (?:\.[0-9a-zA-Z-]+)* + ))? + $ + """, + re.VERBOSE, + ) + + def __init__(self, major, minor=0, patch=0, prerelease=None, build=None): + # Build a dictionary of the arguments except prerelease and build + version_parts = { + "major": major, + "minor": minor, + "patch": patch, + } + + for name, value in version_parts.items(): + value = int(value) + version_parts[name] = value + if value < 0: + raise ValueError( + "{!r} is negative. A version can only be positive.".format(name) + ) + + self._major = version_parts["major"] + self._minor = version_parts["minor"] + self._patch = version_parts["patch"] + self._prerelease = None if prerelease is None else str(prerelease) + self._build = None if build is None else str(build) + + @property + def major(self): + """The major part of a version (read-only).""" + return self._major + + @major.setter + def major(self, value): + raise AttributeError("attribute 'major' is readonly") + + @property + def minor(self): + """The minor part of a version (read-only).""" + return self._minor + + @minor.setter + def minor(self, value): + raise AttributeError("attribute 'minor' is readonly") + + @property + def patch(self): + """The patch part of a version (read-only).""" + return self._patch + + @patch.setter + def patch(self, value): + raise AttributeError("attribute 'patch' is readonly") + + @property + def prerelease(self): + """The prerelease part of a version (read-only).""" + return self._prerelease + + @prerelease.setter + def prerelease(self, value): + raise AttributeError("attribute 'prerelease' is readonly") + + @property + def build(self): + """The build part of a version (read-only).""" + return self._build + + @build.setter + def build(self, value): + raise AttributeError("attribute 'build' is readonly") + + def to_tuple(self): + """ + Convert the VersionInfo object to a tuple. + + .. versionadded:: 2.10.0 + Renamed ``VersionInfo._astuple`` to ``VersionInfo.to_tuple`` to + make this function available in the public API. + + :return: a tuple with all the parts + :rtype: tuple + + >>> semver.VersionInfo(5, 3, 1).to_tuple() + (5, 3, 1, None, None) + """ + return (self.major, self.minor, self.patch, self.prerelease, self.build) + + def to_dict(self): + """ + Convert the VersionInfo object to an OrderedDict. + + .. versionadded:: 2.10.0 + Renamed ``VersionInfo._asdict`` to ``VersionInfo.to_dict`` to + make this function available in the public API. + + :return: an OrderedDict with the keys in the order ``major``, ``minor``, + ``patch``, ``prerelease``, and ``build``. + :rtype: :class:`collections.OrderedDict` + + >>> semver.VersionInfo(3, 2, 1).to_dict() + OrderedDict([('major', 3), ('minor', 2), ('patch', 1), \ +('prerelease', None), ('build', None)]) + """ + return collections.OrderedDict( + ( + ("major", self.major), + ("minor", self.minor), + ("patch", self.patch), + ("prerelease", self.prerelease), + ("build", self.build), + ) + ) + + # For compatibility reasons: + @deprecated(replace="semver.VersionInfo.to_tuple", version="2.10.0") + def _astuple(self): + return self.to_tuple() # pragma: no cover + + _astuple.__doc__ = to_tuple.__doc__ + + @deprecated(replace="semver.VersionInfo.to_dict", version="2.10.0") + def _asdict(self): + return self.to_dict() # pragma: no cover + + _asdict.__doc__ = to_dict.__doc__ + + def __iter__(self): + """Implement iter(self).""" + # As long as we support Py2.7, we can't use the "yield from" syntax + for v in self.to_tuple(): + yield v + + @staticmethod + def _increment_string(string): + """ + Look for the last sequence of number(s) in a string and increment. + + :param str string: the string to search for. + :return: the incremented string + + Source: + http://code.activestate.com/recipes/442460-increment-numbers-in-a-string/#c1 + """ + match = VersionInfo._LAST_NUMBER.search(string) + if match: + next_ = str(int(match.group(1)) + 1) + start, end = match.span(1) + string = string[: max(end - len(next_), start)] + next_ + string[end:] + return string + + def bump_major(self): + """ + Raise the major part of the version, return a new object but leave self + untouched. + + :return: new object with the raised major part + :rtype: :class:`VersionInfo` + + >>> ver = semver.VersionInfo.parse("3.4.5") + >>> ver.bump_major() + VersionInfo(major=4, minor=0, patch=0, prerelease=None, build=None) + """ + cls = type(self) + return cls(self._major + 1) + + def bump_minor(self): + """ + Raise the minor part of the version, return a new object but leave self + untouched. + + :return: new object with the raised minor part + :rtype: :class:`VersionInfo` + + >>> ver = semver.VersionInfo.parse("3.4.5") + >>> ver.bump_minor() + VersionInfo(major=3, minor=5, patch=0, prerelease=None, build=None) + """ + cls = type(self) + return cls(self._major, self._minor + 1) + + def bump_patch(self): + """ + Raise the patch part of the version, return a new object but leave self + untouched. + + :return: new object with the raised patch part + :rtype: :class:`VersionInfo` + + >>> ver = semver.VersionInfo.parse("3.4.5") + >>> ver.bump_patch() + VersionInfo(major=3, minor=4, patch=6, prerelease=None, build=None) + """ + cls = type(self) + return cls(self._major, self._minor, self._patch + 1) + + def bump_prerelease(self, token="rc"): + """ + Raise the prerelease part of the version, return a new object but leave + self untouched. + + :param token: defaults to 'rc' + :return: new object with the raised prerelease part + :rtype: :class:`VersionInfo` + + >>> ver = semver.VersionInfo.parse("3.4.5-rc.1") + >>> ver.bump_prerelease() + VersionInfo(major=3, minor=4, patch=5, prerelease='rc.2', \ +build=None) + """ + cls = type(self) + prerelease = cls._increment_string(self._prerelease or (token or "rc") + ".0") + return cls(self._major, self._minor, self._patch, prerelease) + + def bump_build(self, token="build"): + """ + Raise the build part of the version, return a new object but leave self + untouched. + + :param token: defaults to 'build' + :return: new object with the raised build part + :rtype: :class:`VersionInfo` + + >>> ver = semver.VersionInfo.parse("3.4.5-rc.1+build.9") + >>> ver.bump_build() + VersionInfo(major=3, minor=4, patch=5, prerelease='rc.1', \ +build='build.10') + """ + cls = type(self) + build = cls._increment_string(self._build or (token or "build") + ".0") + return cls(self._major, self._minor, self._patch, self._prerelease, build) + + def compare(self, other): + """ + Compare self with other. + + :param other: the second version (can be string, a dict, tuple/list, or + a VersionInfo instance) + :return: The return value is negative if ver1 < ver2, + zero if ver1 == ver2 and strictly positive if ver1 > ver2 + :rtype: int + + >>> semver.VersionInfo.parse("1.0.0").compare("2.0.0") + -1 + >>> semver.VersionInfo.parse("2.0.0").compare("1.0.0") + 1 + >>> semver.VersionInfo.parse("2.0.0").compare("2.0.0") + 0 + >>> semver.VersionInfo.parse("2.0.0").compare(dict(major=2, minor=0, patch=0)) + 0 + """ + cls = type(self) + if isinstance(other, string_types): + other = cls.parse(other) + elif isinstance(other, dict): + other = cls(**other) + elif isinstance(other, (tuple, list)): + other = cls(*other) + elif not isinstance(other, cls): + raise TypeError( + "Expected str or {} instance, but got {}".format( + cls.__name__, type(other) + ) + ) + + v1 = self.to_tuple()[:3] + v2 = other.to_tuple()[:3] + x = cmp(v1, v2) + if x: + return x + + rc1, rc2 = self.prerelease, other.prerelease + rccmp = _nat_cmp(rc1, rc2) + + if not rccmp: + return 0 + if not rc1: + return 1 + elif not rc2: + return -1 + + return rccmp + + def next_version(self, part, prerelease_token="rc"): + """ + Determines next version, preserving natural order. + + .. versionadded:: 2.10.0 + + This function is taking prereleases into account. + The "major", "minor", and "patch" raises the respective parts like + the ``bump_*`` functions. The real difference is using the + "preprelease" part. It gives you the next patch version of the prerelease, + for example: + + >>> str(semver.VersionInfo.parse("0.1.4").next_version("prerelease")) + '0.1.5-rc.1' + + :param part: One of "major", "minor", "patch", or "prerelease" + :param prerelease_token: prefix string of prerelease, defaults to 'rc' + :return: new object with the appropriate part raised + :rtype: :class:`VersionInfo` + """ + validparts = { + "major", + "minor", + "patch", + "prerelease", + # "build", # currently not used + } + if part not in validparts: + raise ValueError( + "Invalid part. Expected one of {validparts}, but got {part!r}".format( + validparts=validparts, part=part + ) + ) + version = self + if (version.prerelease or version.build) and ( + part == "patch" + or (part == "minor" and version.patch == 0) + or (part == "major" and version.minor == version.patch == 0) + ): + return version.replace(prerelease=None, build=None) + + if part in ("major", "minor", "patch"): + return getattr(version, "bump_" + part)() + + if not version.prerelease: + version = version.bump_patch() + return version.bump_prerelease(prerelease_token) + + @comparator + def __eq__(self, other): + return self.compare(other) == 0 + + @comparator + def __ne__(self, other): + return self.compare(other) != 0 + + @comparator + def __lt__(self, other): + return self.compare(other) < 0 + + @comparator + def __le__(self, other): + return self.compare(other) <= 0 + + @comparator + def __gt__(self, other): + return self.compare(other) > 0 + + @comparator + def __ge__(self, other): + return self.compare(other) >= 0 + + def __getitem__(self, index): + """ + self.__getitem__(index) <==> self[index] + + Implement getitem. If the part requested is undefined, or a part of the + range requested is undefined, it will throw an index error. + Negative indices are not supported + + :param Union[int, slice] index: a positive integer indicating the + offset or a :func:`slice` object + :raises: IndexError, if index is beyond the range or a part is None + :return: the requested part of the version at position index + + >>> ver = semver.VersionInfo.parse("3.4.5") + >>> ver[0], ver[1], ver[2] + (3, 4, 5) + """ + if isinstance(index, int): + index = slice(index, index + 1) + + if ( + isinstance(index, slice) + and (index.start is not None and index.start < 0) + or (index.stop is not None and index.stop < 0) + ): + raise IndexError("Version index cannot be negative") + + part = tuple(filter(lambda p: p is not None, self.to_tuple()[index])) + + if len(part) == 1: + part = part[0] + elif not part: + raise IndexError("Version part undefined") + return part + + def __repr__(self): + s = ", ".join("%s=%r" % (key, val) for key, val in self.to_dict().items()) + return "%s(%s)" % (type(self).__name__, s) + + def __str__(self): + """str(self)""" + version = "%d.%d.%d" % (self.major, self.minor, self.patch) + if self.prerelease: + version += "-%s" % self.prerelease + if self.build: + version += "+%s" % self.build + return version + + def __hash__(self): + return hash(self.to_tuple()[:4]) + + def finalize_version(self): + """ + Remove any prerelease and build metadata from the version. + + :return: a new instance with the finalized version string + :rtype: :class:`VersionInfo` + + >>> str(semver.VersionInfo.parse('1.2.3-rc.5').finalize_version()) + '1.2.3' + """ + cls = type(self) + return cls(self.major, self.minor, self.patch) + + def match(self, match_expr): + """ + Compare self to match a match expression. + + :param str match_expr: operator and version; valid operators are + < smaller than + > greater than + >= greator or equal than + <= smaller or equal than + == equal + != not equal + :return: True if the expression matches the version, otherwise False + :rtype: bool + + >>> semver.VersionInfo.parse("2.0.0").match(">=1.0.0") + True + >>> semver.VersionInfo.parse("1.0.0").match(">1.0.0") + False + """ + prefix = match_expr[:2] + if prefix in (">=", "<=", "==", "!="): + match_version = match_expr[2:] + elif prefix and prefix[0] in (">", "<"): + prefix = prefix[0] + match_version = match_expr[1:] + else: + raise ValueError( + "match_expr parameter should be in format , " + "where is one of " + "['<', '>', '==', '<=', '>=', '!=']. " + "You provided: %r" % match_expr + ) + + possibilities_dict = { + ">": (1,), + "<": (-1,), + "==": (0,), + "!=": (-1, 1), + ">=": (0, 1), + "<=": (-1, 0), + } + + possibilities = possibilities_dict[prefix] + cmp_res = self.compare(match_version) + + return cmp_res in possibilities + + @classmethod + def parse(cls, version): + """ + Parse version string to a VersionInfo instance. + + :param version: version string + :return: a :class:`VersionInfo` instance + :raises: :class:`ValueError` + :rtype: :class:`VersionInfo` + + .. versionchanged:: 2.11.0 + Changed method from static to classmethod to + allow subclasses. + + >>> semver.VersionInfo.parse('3.4.5-pre.2+build.4') + VersionInfo(major=3, minor=4, patch=5, \ +prerelease='pre.2', build='build.4') + """ + match = cls._REGEX.match(ensure_str(version)) + if match is None: + raise ValueError("%s is not valid SemVer string" % version) + + version_parts = match.groupdict() + + version_parts["major"] = int(version_parts["major"]) + version_parts["minor"] = int(version_parts["minor"]) + version_parts["patch"] = int(version_parts["patch"]) + + return cls(**version_parts) + + def replace(self, **parts): + """ + Replace one or more parts of a version and return a new + :class:`VersionInfo` object, but leave self untouched + + .. versionadded:: 2.9.0 + Added :func:`VersionInfo.replace` + + :param dict parts: the parts to be updated. Valid keys are: + ``major``, ``minor``, ``patch``, ``prerelease``, or ``build`` + :return: the new :class:`VersionInfo` object with the changed + parts + :raises: :class:`TypeError`, if ``parts`` contains invalid keys + """ + version = self.to_dict() + version.update(parts) + try: + return VersionInfo(**version) + except TypeError: + unknownkeys = set(parts) - set(self.to_dict()) + error = "replace() got %d unexpected keyword " "argument(s): %s" % ( + len(unknownkeys), + ", ".join(unknownkeys), + ) + raise TypeError(error) + + @classmethod + def isvalid(cls, version): + """ + Check if the string is a valid semver version. + + .. versionadded:: 2.9.1 + + :param str version: the version string to check + :return: True if the version string is a valid semver version, False + otherwise. + :rtype: bool + """ + try: + cls.parse(version) + return True + except ValueError: + return False + + +@deprecated(replace="semver.VersionInfo.parse", version="2.10.0") +def parse_version_info(version): + """ + Parse version string to a VersionInfo instance. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.parse` instead. + + .. versionadded:: 2.7.2 + Added :func:`semver.parse_version_info` + + :param version: version string + :return: a :class:`VersionInfo` instance + :rtype: :class:`VersionInfo` + + >>> version_info = semver.VersionInfo.parse("3.4.5-pre.2+build.4") + >>> version_info.major + 3 + >>> version_info.minor + 4 + >>> version_info.patch + 5 + >>> version_info.prerelease + 'pre.2' + >>> version_info.build + 'build.4' + """ + return VersionInfo.parse(version) + + +def _nat_cmp(a, b): + def convert(text): + return int(text) if re.match("^[0-9]+$", text) else text + + def split_key(key): + return [convert(c) for c in key.split(".")] + + def cmp_prerelease_tag(a, b): + if isinstance(a, int) and isinstance(b, int): + return cmp(a, b) + elif isinstance(a, int): + return -1 + elif isinstance(b, int): + return 1 + else: + return cmp(a, b) + + a, b = a or "", b or "" + a_parts, b_parts = split_key(a), split_key(b) + for sub_a, sub_b in zip(a_parts, b_parts): + cmp_result = cmp_prerelease_tag(sub_a, sub_b) + if cmp_result != 0: + return cmp_result + else: + return cmp(len(a), len(b)) + + +@deprecated(version="2.10.0") +def compare(ver1, ver2): + """ + Compare two versions strings. + + :param ver1: version string 1 + :param ver2: version string 2 + :return: The return value is negative if ver1 < ver2, + zero if ver1 == ver2 and strictly positive if ver1 > ver2 + :rtype: int + + >>> semver.compare("1.0.0", "2.0.0") + -1 + >>> semver.compare("2.0.0", "1.0.0") + 1 + >>> semver.compare("2.0.0", "2.0.0") + 0 + """ + v1 = VersionInfo.parse(ver1) + return v1.compare(ver2) + + +@deprecated(version="2.10.0") +def match(version, match_expr): + """ + Compare two versions strings through a comparison. + + :param str version: a version string + :param str match_expr: operator and version; valid operators are + < smaller than + > greater than + >= greator or equal than + <= smaller or equal than + == equal + != not equal + :return: True if the expression matches the version, otherwise False + :rtype: bool + + >>> semver.match("2.0.0", ">=1.0.0") + True + >>> semver.match("1.0.0", ">1.0.0") + False + """ + ver = VersionInfo.parse(version) + return ver.match(match_expr) + + +@deprecated(replace="max", version="2.10.2") +def max_ver(ver1, ver2): + """ + Returns the greater version of two versions strings. + + :param ver1: version string 1 + :param ver2: version string 2 + :return: the greater version of the two + :rtype: :class:`VersionInfo` + + >>> semver.max_ver("1.0.0", "2.0.0") + '2.0.0' + """ + if isinstance(ver1, string_types): + ver1 = VersionInfo.parse(ver1) + elif not isinstance(ver1, VersionInfo): + raise TypeError() + cmp_res = ver1.compare(ver2) + if cmp_res >= 0: + return str(ver1) + else: + return ver2 + + +@deprecated(replace="min", version="2.10.2") +def min_ver(ver1, ver2): + """ + Returns the smaller version of two versions strings. + + :param ver1: version string 1 + :param ver2: version string 2 + :return: the smaller version of the two + :rtype: :class:`VersionInfo` + + >>> semver.min_ver("1.0.0", "2.0.0") + '1.0.0' + """ + ver1 = VersionInfo.parse(ver1) + cmp_res = ver1.compare(ver2) + if cmp_res <= 0: + return str(ver1) + else: + return ver2 + + +@deprecated(replace="str(versionobject)", version="2.10.0") +def format_version(major, minor, patch, prerelease=None, build=None): + """ + Format a version string according to the Semantic Versioning specification. + + .. deprecated:: 2.10.0 + Use ``str(VersionInfo(VERSION)`` instead. + + :param int major: the required major part of a version + :param int minor: the required minor part of a version + :param int patch: the required patch part of a version + :param str prerelease: the optional prerelease part of a version + :param str build: the optional build part of a version + :return: the formatted string + :rtype: str + + >>> semver.format_version(3, 4, 5, 'pre.2', 'build.4') + '3.4.5-pre.2+build.4' + """ + return str(VersionInfo(major, minor, patch, prerelease, build)) + + +@deprecated(version="2.10.0") +def bump_major(version): + """ + Raise the major part of the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.bump_major` instead. + + :param: version string + :return: the raised version string + :rtype: str + + >>> semver.bump_major("3.4.5") + '4.0.0' + """ + return str(VersionInfo.parse(version).bump_major()) + + +@deprecated(version="2.10.0") +def bump_minor(version): + """ + Raise the minor part of the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.bump_minor` instead. + + :param: version string + :return: the raised version string + :rtype: str + + >>> semver.bump_minor("3.4.5") + '3.5.0' + """ + return str(VersionInfo.parse(version).bump_minor()) + + +@deprecated(version="2.10.0") +def bump_patch(version): + """ + Raise the patch part of the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.bump_patch` instead. + + :param: version string + :return: the raised version string + :rtype: str + + >>> semver.bump_patch("3.4.5") + '3.4.6' + """ + return str(VersionInfo.parse(version).bump_patch()) + + +@deprecated(version="2.10.0") +def bump_prerelease(version, token="rc"): + """ + Raise the prerelease part of the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.bump_prerelease` instead. + + :param version: version string + :param token: defaults to 'rc' + :return: the raised version string + :rtype: str + + >>> semver.bump_prerelease('3.4.5', 'dev') + '3.4.5-dev.1' + """ + return str(VersionInfo.parse(version).bump_prerelease(token)) + + +@deprecated(version="2.10.0") +def bump_build(version, token="build"): + """ + Raise the build part of the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.bump_build` instead. + + :param version: version string + :param token: defaults to 'build' + :return: the raised version string + :rtype: str + + >>> semver.bump_build('3.4.5-rc.1+build.9') + '3.4.5-rc.1+build.10' + """ + return str(VersionInfo.parse(version).bump_build(token)) + + +@deprecated(version="2.10.0") +def finalize_version(version): + """ + Remove any prerelease and build metadata from the version string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.finalize_version` instead. + + .. versionadded:: 2.7.9 + Added :func:`finalize_version` + + :param version: version string + :return: the finalized version string + :rtype: str + + >>> semver.finalize_version('1.2.3-rc.5') + '1.2.3' + """ + verinfo = VersionInfo.parse(version) + return str(verinfo.finalize_version()) + + +@deprecated(version="2.10.0") +def replace(version, **parts): + """ + Replace one or more parts of a version and return the new string. + + .. deprecated:: 2.10.0 + Use :func:`semver.VersionInfo.replace` instead. + + .. versionadded:: 2.9.0 + Added :func:`replace` + + :param str version: the version string to replace + :param dict parts: the parts to be updated. Valid keys are: + ``major``, ``minor``, ``patch``, ``prerelease``, or ``build`` + :return: the replaced version string + :raises: TypeError, if ``parts`` contains invalid keys + :rtype: str + + >>> import semver + >>> semver.replace("1.2.3", major=2, patch=10) + '2.2.10' + """ + return str(VersionInfo.parse(version).replace(**parts)) + + +# ---- CLI +def cmd_bump(args): + """ + Subcommand: Bumps a version. + + Synopsis: bump + can be major, minor, patch, prerelease, or build + + :param args: The parsed arguments + :type args: :class:`argparse.Namespace` + :return: the new, bumped version + """ + maptable = { + "major": "bump_major", + "minor": "bump_minor", + "patch": "bump_patch", + "prerelease": "bump_prerelease", + "build": "bump_build", + } + if args.bump is None: + # When bump is called without arguments, + # print the help and exit + args.parser.parse_args(["bump", "-h"]) + + ver = VersionInfo.parse(args.version) + # get the respective method and call it + func = getattr(ver, maptable[args.bump]) + return str(func()) + + +def cmd_check(args): + """ + Subcommand: Checks if a string is a valid semver version. + + Synopsis: check + + :param args: The parsed arguments + :type args: :class:`argparse.Namespace` + """ + if VersionInfo.isvalid(args.version): + return None + raise ValueError("Invalid version %r" % args.version) + + +def cmd_compare(args): + """ + Subcommand: Compare two versions + + Synopsis: compare + + :param args: The parsed arguments + :type args: :class:`argparse.Namespace` + """ + return str(compare(args.version1, args.version2)) + + +def cmd_nextver(args): + """ + Subcommand: Determines the next version, taking prereleases into account. + + Synopsis: nextver + + :param args: The parsed arguments + :type args: :class:`argparse.Namespace` + """ + version = VersionInfo.parse(args.version) + return str(version.next_version(args.part)) + + +def createparser(): + """ + Create an :class:`argparse.ArgumentParser` instance. + + :return: parser instance + :rtype: :class:`argparse.ArgumentParser` + """ + parser = argparse.ArgumentParser(prog=__package__, description=__doc__) + + parser.add_argument( + "--version", action="version", version="%(prog)s " + __version__ + ) + + s = parser.add_subparsers() + # create compare subcommand + parser_compare = s.add_parser("compare", help="Compare two versions") + parser_compare.set_defaults(func=cmd_compare) + parser_compare.add_argument("version1", help="First version") + parser_compare.add_argument("version2", help="Second version") + + # create bump subcommand + parser_bump = s.add_parser("bump", help="Bumps a version") + parser_bump.set_defaults(func=cmd_bump) + sb = parser_bump.add_subparsers(title="Bump commands", dest="bump") + + # Create subparsers for the bump subparser: + for p in ( + sb.add_parser("major", help="Bump the major part of the version"), + sb.add_parser("minor", help="Bump the minor part of the version"), + sb.add_parser("patch", help="Bump the patch part of the version"), + sb.add_parser("prerelease", help="Bump the prerelease part of the version"), + sb.add_parser("build", help="Bump the build part of the version"), + ): + p.add_argument("version", help="Version to raise") + + # Create the check subcommand + parser_check = s.add_parser( + "check", help="Checks if a string is a valid semver version" + ) + parser_check.set_defaults(func=cmd_check) + parser_check.add_argument("version", help="Version to check") + + # Create the nextver subcommand + parser_nextver = s.add_parser( + "nextver", help="Determines the next version, taking prereleases into account." + ) + parser_nextver.set_defaults(func=cmd_nextver) + parser_nextver.add_argument("version", help="Version to raise") + parser_nextver.add_argument( + "part", help="One of 'major', 'minor', 'patch', or 'prerelease'" + ) + return parser + + +def process(args): + """ + Process the input from the CLI. + + :param args: The parsed arguments + :type args: :class:`argparse.Namespace` + :param parser: the parser instance + :type parser: :class:`argparse.ArgumentParser` + :return: result of the selected action + :rtype: str + """ + if not hasattr(args, "func"): + args.parser.print_help() + raise SystemExit() + + # Call the respective function object: + return args.func(args) + + +def main(cliargs=None): + """ + Entry point for the application script. + + :param list cliargs: Arguments to parse or None (=use :class:`sys.argv`) + :return: error code + :rtype: int + """ + try: + parser = createparser() + args = parser.parse_args(args=cliargs) + # Save parser instance: + args.parser = parser + result = process(args) + if result is not None: + print(result) + return 0 + + except (ValueError, TypeError) as err: + print("ERROR", err, file=sys.stderr) + return 2 + + +if __name__ == "__main__": + import doctest + + doctest.testmod() diff --git a/sdata/iolib/simple_signature.py b/sdata/iolib/simple_signature.py new file mode 100644 index 0000000..e262e77 --- /dev/null +++ b/sdata/iolib/simple_signature.py @@ -0,0 +1,446 @@ +#!/usr/bin/env python3 +__version__ = "0.2.0" + +import os +from random import SystemRandom +from hashlib import sha256 +import json +import base64 + +""" +# https://github.com/soreatu/Cryptography/blob/f79810f0477b6474dd6b9cd865ba0a2e6eb2ebf8/ElGamalSignatrue.py + +Parameters chosen from RFC3526 (https://www.ietf.org/rfc/rfc3526.txt + +2048-bit MODP Group + +This group is assigned id 14. + +This prime is: 2^2048 - 2^1984 - 1 + 2^64 * { [2^1918 pi] + 124476 } + +Its hexadecimal value is: + + FFFFFFFF FFFFFFFF C90FDAA2 2168C234 C4C6628B 80DC1CD1 + 29024E08 8A67CC74 020BBEA6 3B139B22 514A0879 8E3404DD + EF9519B3 CD3A431B 302B0A6D F25F1437 4FE1356D 6D51C245 + E485B576 625E7EC6 F44C42E9 A637ED6B 0BFF5CB6 F406B7ED + EE386BFB 5A899FA5 AE9F2411 7C4B1FE6 49286651 ECE45B3D + C2007CB8 A163BF05 98DA4836 1C55D39A 69163FA8 FD24CF5F + 83655D23 DCA3AD96 1C62F356 208552BB 9ED52907 7096966D + 670C354E 4ABC9804 F1746C08 CA18217C 32905E46 2E36CE3B + E39E772C 180E8603 9B2783A2 EC07A28F B5C55DF0 6F4C52C9 + DE2BCBF6 95581718 3995497C EA956AE5 15D22618 98FA0510 + 15728E5A 8AACAA68 FFFFFFFF FFFFFFFF + +The generator is: 2. +""" +import base64 +import os +import sys +import math + + +def bytes2int(raw_bytes: bytes) -> int: + r"""Converts a list of bytes or an 8-bit string to an integer. + + When using unicode strings, encode it to some encoding like UTF8 first. + + >>> (((128 * 256) + 64) * 256) + 15 + 8405007 + >>> bytes2int(b'\x80@\x0f') + 8405007 + + """ + return int.from_bytes(raw_bytes, "big", signed=False) + + +def int2bytes(number: int, fill_size: int = 0) -> bytes: + """ + Convert an unsigned integer to bytes (big-endian):: + + Does not preserve leading zeros if you don't specify a fill size. + + :param number: + Integer value + :param fill_size: + If the optional fill size is given the length of the resulting + byte string is expected to be the fill size and will be padded + with prefix zero bytes to satisfy that length. + :returns: + Raw bytes (base-256 representation). + :raises: + ``OverflowError`` when fill_size is given and the number takes up more + bytes than fit into the block. This requires the ``overflow`` + argument to this function to be set to ``False`` otherwise, no + error will be raised. + """ + + if number < 0: + raise ValueError("Number must be an unsigned integer: %d" % number) + + bytes_required = max(1, math.ceil(number.bit_length() / 8)) + + if fill_size > 0: + return number.to_bytes(fill_size, "big") + + return number.to_bytes(bytes_required, "big") + + +class Key: + def __init__(self, *args, **kwargs): + if kwargs.get("p") is not None: + self.p = kwargs.get("p") + else: + self.p = 0x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self.g = 2 + + @classmethod + def from_bytes(cls, bytes): + key = cls(0, 0) + key.load_pkcs1(bytes) + return key + + def save_pkcs1(self): + raise NotImplementedError + + def load_pkcs1(self): + raise NotImplementedError + + +class PublicKey(Key): + """Represents a private RSA key.""" + + def __init__(self, pub, *args, **kwargs): + Key.__init__(self, *args, **kwargs) + self.pub = pub + + def __str__(self): + return f"PublicKey({self.pub})" + + __repr__ = __str__ + + def save_pkcs1(self): + """Saves the key in PKCS#1 DER or PEM format. + + :param format: the format to save; 'PEM' or 'DER' + :type format: str + :returns: the DER- or PEM-encoded key. + :rtype: bytes""" + + n = base64.b64encode(f"{self.pub}".encode("ascii")).decode("ascii") + s = ''.join(["-----BEGIN PUBLIC KEY-----\n", + "{0}\n".format(n), + "-----END PUBLIC KEY-----\n"]) + return s.encode("ascii") + + def load_pkcs1(self, key, *args, **kwargs): + """Loads a key in PKCS#1 DER or PEM format. + + :param keyfile: contents of a DER- or PEM-encoded file that contains + the key. + :type keyfile: bytes + :param format: the format of the file to load; 'PEM' or 'DER' + :type format: str + + :return: the loaded key + """ + x = key.decode("ascii").replace("-----BEGIN PUBLIC KEY-----\n", "").replace( + "\n-----END PUBLIC KEY-----\n", "") + self.pub = int(base64.b64decode(x).decode("ascii")) + # self.pub = bytes2int(base64.b64decode(x)) + return self.pub + + +class PrivateKey(Key): + """Represents a private RSA key.""" + + def __init__(self, pub, priv, *args, **kwargs): + Key.__init__(self, *args, **kwargs) + self.pub = pub + self.priv = priv + + def __str__(self): + return f"PrivateKey({self.pub}|{self.priv})" + + __repr__ = __str__ + + def save_pkcs1(self): + """Saves the key in PKCS#1 DER or PEM format. + + :param format: the format to save; 'PEM' or 'DER' + :type format: str + :returns: the DER- or PEM-encoded key. + :rtype: bytes""" + + n = base64.b64encode(f"{self.pub}|{self.priv}".encode("ascii")).decode("ascii") + s = ''.join(["-----BEGIN PRIVATE KEY-----\n", + "{0}\n".format(n), + "-----END PRIVATE KEY-----\n"]) + return s.encode("ascii") + + def load_pkcs1(self, key, *args, **kwargs): + """Loads a key in PKCS#1 DER or PEM format. + + :param keyfile: contents of a DER- or PEM-encoded file that contains + the key. + :type keyfile: bytes + :param format: the format of the file to load; 'PEM' or 'DER' + :type format: str + + :return: the loaded key + """ + x = key.decode("ascii").replace("-----BEGIN PRIVATE KEY-----\n", "").replace( + "\n-----END PRIVATE KEY-----\n", "") + a = base64.b64decode(x).decode("ascii").split("|") + self.pub = int(a[0]) + self.priv = int(a[1]) + return self.pub, self.priv + + +class Signature(Key): + """Represents a signature.""" + + def __init__(self, r, s, *args, **kwargs): + Key.__init__(self, *args, **kwargs) + self.r = r + self.s = s + + def __str__(self): + return f"Signature({self.r}|{self.s})" + + __repr__ = __str__ + + def save_pkcs1(self): + """Saves the key in PKCS#1 DER or PEM format. + + :param format: the format to save; 'PEM' or 'DER' + :type format: str + :returns: the DER- or PEM-encoded key. + :rtype: bytes""" + + n = base64.b64encode(f"{self.r}|{self.s}".encode("ascii")).decode("ascii") + s = ''.join(["-----BEGIN SIGNATURE KEY-----\n", + "{0}\n".format(n), + "-----END SIGNATURE KEY-----\n"]) + return s.encode("ascii") + + def load_pkcs1(self, key, *args, **kwargs): + """Loads a key in PKCS#1 DER or PEM format. + + :param keyfile: contents of a DER- or PEM-encoded file that contains + the key. + :type keyfile: bytes + :param format: the format of the file to load; 'PEM' or 'DER' + :type format: str + + :return: the loaded key + """ + x = key.decode("ascii").replace("-----BEGIN SIGNATURE KEY-----\n", "").replace( + "\n-----END SIGNATURE KEY-----\n", "") + a = base64.b64decode(x).decode("ascii").split("|") + self.r = int(a[0]) + self.s = int(a[1]) + return self.r, self.s + + +class SignedMessage: + MESSAGE = "message" + SIGNATURE = "signature" + + def __init__(self, message=None, privkey=None): + # self._license_data = kwargs.get("license_data") + self._data = {} + self._data[self.MESSAGE] = message or "" + self._data[self.SIGNATURE] = None + if privkey is not None: + self.sign(privkey) + + def _get_message(self): + return self._data[self.MESSAGE] + + def _set_message(self, value): + assert isinstance(value, str) + self._data[self.MESSAGE] = value + + message = property(fget=_get_message, fset=_set_message, doc="message utf8 encoded (str)") + + @property + def signature(self): + return self._data.get(self.SIGNATURE) + + @property + def data(self): + return self._data + + def __str__(self): + return f"{self.data}" + + def __repr__(self): + return f"{self.__class__.__name__}({len(self.data[self.MESSAGE])})" + + def dumps(self): + return json.dumps(self.data) + # return json.dumps(self.data, skipkeys=False, ensure_ascii=True, check_circular=True, + # allow_nan=True, cls=None, indent=False, separators=None, + # default=None, sort_keys=False) + + def loads(self, s): + """update data from json string + + """ + d = json.loads(s) + self._data.update(d) + + @classmethod + def from_str(cls, s): + sm = cls() + sm.loads(s) + return sm + + def get_signature_bytes(self, privkey): + signature = sign(self._data[self.MESSAGE].encode("utf-8"), privkey) + return signature.save_pkcs1() + + def sign(self, privkey): + signature_bytes = self.get_signature_bytes(privkey) + # license_bytes = self.get_license_bytes() + # self.data[self.LICENSE_KEY] = license_bytes + self.data[self.SIGNATURE] = signature_bytes.decode("utf-8") + + def verify(self, pubkey): + if self.data[self.SIGNATURE] is None: + return False + signature = Signature.from_bytes(self.data[self.SIGNATURE].encode("utf-8")) + license_bytes = self.data[self.MESSAGE].encode("utf-8") + is_valid = verify(license_bytes, signature, pubkey) + return is_valid + + +def newkeys(p=None, **kwargs): + """Generates public and private keys, and returns them as (pub, priv). + + The public key is also known as the 'encryption key', and is a + :py:class:`rsa.PublicKey` object. The private key is also known as the + 'decryption key' and is a :py:class:`rsa.PrivateKey` object. + """ + + if p is None: + p = 0x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g = 2 + random_ = SystemRandom() + x = random_.randint(1, p - 2) + y = pow(g, x, p) + + pubkey = PublicKey(y, p=p) + privkey = PrivateKey(y, x, p=p) + + return (pubkey, privkey) + + +def GCD(x, y): + """GCD(x:long, y:long): long + Return the GCD of x and y. + """ + x = abs(x); + y = abs(y) + while x > 0: + x, y = y % x, x + return y + + +def inverse(u, v): + """inverse(u:long, v:long):long + Return the inverse of u mod v. + """ + u3, v3 = int(u), int(v) + u1, v1 = 1, 0 + while v3 > 0: + q = divmod(u3, v3)[0] + u1, v1 = v1, u1 - v1 * q + u3, v3 = v3, u3 - v3 * q + while u1 < 0: + u1 = u1 + v + return u1 + + +def sign(message: bytes, privkey: PrivateKey, *args, **kwargs) -> bytes: + """Signs the message with the private key. + + Hashes the message, then signs the hash with the given key. This is known + as a "detached signature", because the message itself isn't altered. + + :param message: the message to sign. Can be an 8-bit string or a file-like + object. If ``message`` has a ``read()`` method, it is assumed to be a + file-like object. + :param priv_key: the :py:class:`rsa.PrivateKey` to sign with + :param hash_method: the hash method used on the message. default 'SHA-256' (planned to implement 'MD5', 'SHA-1', + 'SHA-224', 'SHA-256', 'SHA-384' or 'SHA-512'.( + :return: a message signature block. + :raise OverflowError: if the private key is too small to contain the + requested hash. + + """ + # def sign(m, params, prikey): + p = privkey.p + g = privkey.g + x = privkey.priv + random_ = SystemRandom() + k = random_.randint(1, p - 1) + + while GCD(k, p - 1) != 1: + k = random_.randint(1, p - 1) + + Hm = int.from_bytes(sha256(message).digest(), 'big') + + r = pow(g, k, p) + s = (inverse(k, p - 1) * (Hm - x * r)) % (p - 1) + sig = Signature(r, s) + return sig + + +def verify(message: bytes, signature: Signature, pubkey: PublicKey) -> str: + """Verifies that the signature matches the message. + + The hash method is detected automatically from the signature. + + :param message: the signed message. Can be an 8-bit string or a file-like + object. If ``message`` has a ``read()`` method, it is assumed to be a + file-like object. + :param signature: the signature block, as created with :py:func:`rsa.sign`. + :param pub_key: the :py:class:`rsa.PublicKey` of the person signing the message. + :raise VerificationError: when the signature doesn't match the message. + :returns: the name of the used hash. + + """ + + r = signature.r + s = signature.s + p = pubkey.p + g = pubkey.g + y = pubkey.pub + + if not (0 < r < p) or not (0 < s < p): + return False + + Hm = int.from_bytes(sha256(message).digest(), 'big') + l = pow(g, Hm, p) + r = (pow(y, r, p) * pow(r, s, p)) % p + + return l == r + + +if __name__ == '__main__': + (pubkey, privkey) = newkeys() + print(pubkey) + s = pubkey.save_pkcs1() + print(s) + k = pubkey.load_pkcs1(s) + print(k) + + print(privkey) + print(privkey.save_pkcs1()) + + s = privkey.save_pkcs1() + # k = privkey.load_pkcs1(s) + # print(k) diff --git a/sdata/node.py b/sdata/node.py new file mode 100644 index 0000000..46e08cb --- /dev/null +++ b/sdata/node.py @@ -0,0 +1,145 @@ +import uuid +import os +import json +import logging +from datetime import datetime +from sdata.contrib.simple_graph_db import Database +from sdata.iolib.vault import FileSystemVault + +logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s') + + +class Node: + def __init__(self, name, vault): + logging.debug(f"[Node] Creating node: {name}") + self.name = name + self.uuid = uuid.uuid4().hex + self.parents = set() + self.children = set() + self.direct_links = set() + self.created_at = datetime.now().isoformat() + self.updated_at = self.created_at + self.attributes = { + "uuid": self.uuid, + "class_name": self.__class__.__name__ + } # Key-Value-Attribute für den Node + self.vault = vault + self.folder_path = self.vault.create_folder(self) + + self.notes_path = os.path.join(self.folder_path, "notes.md") + self.json_path = os.path.join(self.folder_path, "node.json") + self._initialize_notes() + + def _initialize_notes(self): + if not os.path.exists(self.notes_path): + with open(self.notes_path, 'w') as notes_file: + notes_file.write(f"# Notes for Node: {self.name}\n\n") + logging.debug(f"[Node] Initialized notes for node: {self.name}") + + def add_parent(self, parent_node): + logging.debug(f"[Node] Adding parent: {parent_node.name} to node: {self.name}") + self.parents.add(parent_node) + parent_node.children.add(self) + self.update_timestamp() + self.serialize() + parent_node.update_timestamp() + parent_node.serialize() + + def add_child(self, child_node): + logging.debug(f"[Node] Adding child: {child_node.name} to node: {self.name}") + self.children.add(child_node) + child_node.parents.add(self) + self.update_timestamp() + self.serialize() + child_node.update_timestamp() + child_node.serialize() + + def add_direct_link(self, linked_node): + logging.debug(f"[Node] Adding direct link to node: {linked_node.name} from node: {self.name}") + self.direct_links.add(linked_node) + linked_node.direct_links.add(self) + self.update_timestamp() + self.serialize() + linked_node.update_timestamp() + linked_node.serialize() + + def add_attribute(self, key, value): + logging.debug(f"[Node] Adding attribute: {key} = {value} to node: {self.name}") + self.attributes[key] = value + self.update_timestamp() + self.serialize() + + def add_note(self, note_text): + logging.debug(f"[Node] Adding note to node: {self.name}") + with open(self.notes_path, 'a') as notes_file: + notes_file.write(f"{note_text}\n\n") + self.update_timestamp() + self.serialize() + + def get_siblings(self): + logging.debug(f"[Node] Getting siblings for node: {self.name}") + siblings = set() + for parent in self.parents: + siblings.update(parent.children) + siblings.discard(self) # Entferne den aktuellen Node selbst + return siblings + + def update_timestamp(self): + self.updated_at = datetime.now().isoformat() + self.attributes["updated_at"] = self.updated_at + + def serialize(self): + logging.debug(f"[Node] Serializing node: {self.name}") + data = { + "uuid": self.uuid, + "name": self.name, + "parents": [parent.uuid for parent in self.parents], + "children": [child.uuid for child in self.children], + "direct_links": [link.uuid for link in self.direct_links], + "attributes": self.attributes + } + with open(self.json_path, 'w') as json_file: + json.dump(data, json_file, indent=4) + + def __repr__(self): + return f"Node({self.name}, id={self.uuid})" + + def display(self): + logging.debug(f"[Node] Displaying node: {self.name} (ID: {self.uuid})") + print(f" Parents: {[parent.name for parent in self.parents]}") + print(f" Children: {[child.name for child in self.children]}") + print(f" Direct Links: {[link.name for link in self.direct_links]}") + print(f" Siblings: {[sibling.name for sibling in self.get_siblings()]}") + print(f" Attributes: {self.attributes}") + + +# Beispiel zur Verwendung der Node- und FileSystemVault-Klassen +if __name__ == "__main__": + logging.debug("[Main] Initializing FileSystemVault and Nodes") + vault = FileSystemVault("/tmp/vault") + node_a = Node("A", vault) + node_b = Node("B", vault) + node_c = Node("C", vault) + node_d = Node("D", vault) + node_e = Node("E", vault) + + logging.debug("[Main] Creating relationships between nodes") + node_a.add_child(node_b) + node_a.add_child(node_c) + node_b.add_parent(node_d) + node_c.add_direct_link(node_e) + + logging.debug("[Main] Adding attributes and notes") + node_a.add_attribute("priority", "high") + node_b.add_attribute("status", "in-progress") + + node_a.add_note("This is a note for Node A.") + node_b.add_note("This is a note for Node B.") + node_c.add_note("This is a note for Node C with an image: ![example](example.png)") + + logging.debug("[Main] Displaying nodes") + node_a.display() + node_b.display() + node_c.display() + node_d.display() + node_e.display() diff --git a/sdata/sclass/dataframe.py b/sdata/sclass/dataframe.py index cfc1577..a6a9b5b 100644 --- a/sdata/sclass/dataframe.py +++ b/sdata/sclass/dataframe.py @@ -619,6 +619,54 @@ def from_feather(cls, filepath): import pyarrow.feather as feather return cls.from_arrow(feather.read_table(filepath)) + # ------------------------------------------- Blob composition (RFC 0004 C) + #: Serialisierer je ``as_blob``-Format: ``fmt -> (builder, filetype, mime_type)``. + #: Der Builder bekommt ``self`` und liefert ``bytes``. So wird eine Tabelle in + #: **einem gewählten Format** zu einem binären Asset (hash-/signier-/übertragbar), + #: ohne dass ``DataFrame`` von ``Blob`` erben muss (Komposition statt Vererbung). + _BLOB_FORMATS = { + "parquet": (lambda self: self.to_parquet(), "parquet", + "application/vnd.apache.parquet"), + "csv": (lambda self: self.to_csv().encode("utf-8"), "csv", "text/csv"), + "arrow": (lambda self: self.to_feather(), "arrow", + "application/vnd.apache.arrow.file"), + "feather": (lambda self: self.to_feather(), "feather", + "application/vnd.apache.arrow.file"), + } + + def as_blob(self, fmt: str = "parquet", **kwargs): + """Render the table as a standalone :class:`~sdata.sclass.blob.Blob`. + + The df is serialized once (in the chosen ``fmt``) into a fixed + ``bytes``-content Blob — a binary snapshot that can be hashed, signed, + stored or transferred like any other asset. This is **composition**, not + inheritance: a living, multi-format table is rendered into *one* chosen + format on demand (RFC 0004, Option C). The Blob's ``checksum`` is filled + (``update_checksum``), so ``blob.verify()`` works out of the box. + + :param fmt: serialization format — ``"parquet"`` (default), ``"csv"``, + ``"arrow"`` or ``"feather"``. + :param kwargs: forwarded to :class:`~sdata.sclass.blob.Blob` (``name`` and + ``description`` default to this DataFrame's). + :return: a :class:`~sdata.sclass.blob.Blob` with the serialized bytes. + :raises ValueError: if ``fmt`` is not a supported format. + :raises ImportError: if the format needs pyarrow and it is not installed. + """ + from sdata.sclass.blob import Blob + key = fmt.lower() + if key not in self._BLOB_FORMATS: + raise ValueError(f"unsupported blob format: {fmt!r} " + f"({'|'.join(self._BLOB_FORMATS)})") + build, filetype, mime = self._BLOB_FORMATS[key] + payload = build(self) + kwargs.setdefault("name", self.name) + kwargs.setdefault("description", self.description) + blob = Blob(content_type="bytes", value=payload, filetype=filetype, **kwargs) + blob.metadata.set_attr("mime_type", mime) + blob.update_checksum() + logger.info(f"DataFrame rendered as {key} Blob <{blob.sname}>") + return blob + # --------------------------------------------------------- Data Package def _frictionless_type(self, series): """Map a pandas dtype to a Frictionless Table Schema type.""" diff --git a/t.py b/t.py new file mode 100644 index 0000000..c8cea70 --- /dev/null +++ b/t.py @@ -0,0 +1,42 @@ +print(1) +from tinydb import TinyDB, Query + +# TinyDB Datenbank initialisieren +db = TinyDB('db.json') + +# Daten einfügen +def insert_data(): + db.insert({'typ': 'Frucht', 'name': 'Apfel'}) + db.insert({'typ': 'Gemüse', 'name': 'Karotte'}) + print("Daten eingefügt.") + +# Daten lesen +def read_data(): + # Alle Dokumente lesen + alle_dokumente = db.all() + print("Alle Dokumente:", alle_dokumente) + + # Spezifisches Dokument suchen + Frucht = Query() + frucht_dokumente = db.search(Frucht.typ == 'Frucht') + print("Frucht Dokumente:", frucht_dokumente) + +# Daten aktualisieren +def update_data(): + Gemuese = Query() + db.update({'name': 'Tomate'}, Gemuese.name == 'Karotte') + print("Daten aktualisiert.") + +# Daten löschen +def delete_data(): + Frucht = Query() + db.remove(Frucht.typ == 'Frucht') + print("Frucht Daten gelöscht.") + +# Beispielverwendung +insert_data() +read_data() +update_data() +read_data() +delete_data() +read_data() diff --git a/t/secret1 b/t/secret1 new file mode 100644 index 0000000..c3c7266 Binary files /dev/null and b/t/secret1 differ diff --git a/t/secret2 b/t/secret2 new file mode 100644 index 0000000..c3c7266 Binary files /dev/null and b/t/secret2 differ diff --git a/tabulate.py b/tabulate.py new file mode 100644 index 0000000..431b649 --- /dev/null +++ b/tabulate.py @@ -0,0 +1,1879 @@ +# -*- coding: utf-8 -*- + +"""Pretty-print tabular data.""" + +from __future__ import print_function +from __future__ import unicode_literals +from collections import namedtuple +import sys +import re +import math + + +if sys.version_info >= (3, 3): + from collections.abc import Iterable +else: + from collections import Iterable + +if sys.version_info[0] < 3: + from itertools import izip_longest + from functools import partial + + _none_type = type(None) + _bool_type = bool + _int_type = int + _long_type = long # noqa + _float_type = float + _text_type = unicode # noqa + _binary_type = str + + def _is_file(f): + return hasattr(f, "read") + + +else: + from itertools import zip_longest as izip_longest + from functools import reduce, partial + + _none_type = type(None) + _bool_type = bool + _int_type = int + _long_type = int + _float_type = float + _text_type = str + _binary_type = bytes + basestring = str + + import io + + def _is_file(f): + return isinstance(f, io.IOBase) + + +try: + import wcwidth # optional wide-character (CJK) support +except ImportError: + wcwidth = None + +try: + from html import escape as htmlescape +except ImportError: + from cgi import escape as htmlescape + + +__all__ = ["tabulate", "tabulate_formats", "simple_separated_format"] +__version__ = "0.8.9" + + +# minimum extra space in headers +MIN_PADDING = 2 + +# Whether or not to preserve leading/trailing whitespace in data. +PRESERVE_WHITESPACE = False + +_DEFAULT_FLOATFMT = "g" +_DEFAULT_MISSINGVAL = "" +# default align will be overwritten by "left", "center" or "decimal" +# depending on the formatter +_DEFAULT_ALIGN = "default" + + +# if True, enable wide-character (CJK) support +WIDE_CHARS_MODE = wcwidth is not None + + +Line = namedtuple("Line", ["begin", "hline", "sep", "end"]) + + +DataRow = namedtuple("DataRow", ["begin", "sep", "end"]) + + +# A table structure is suppposed to be: +# +# --- lineabove --------- +# headerrow +# --- linebelowheader --- +# datarow +# --- linebetweenrows --- +# ... (more datarows) ... +# --- linebetweenrows --- +# last datarow +# --- linebelow --------- +# +# TableFormat's line* elements can be +# +# - either None, if the element is not used, +# - or a Line tuple, +# - or a function: [col_widths], [col_alignments] -> string. +# +# TableFormat's *row elements can be +# +# - either None, if the element is not used, +# - or a DataRow tuple, +# - or a function: [cell_values], [col_widths], [col_alignments] -> string. +# +# padding (an integer) is the amount of white space around data values. +# +# with_header_hide: +# +# - either None, to display all table elements unconditionally, +# - or a list of elements not to be displayed if the table has column headers. +# +TableFormat = namedtuple( + "TableFormat", + [ + "lineabove", + "linebelowheader", + "linebetweenrows", + "linebelow", + "headerrow", + "datarow", + "padding", + "with_header_hide", + ], +) + + +def _pipe_segment_with_colons(align, colwidth): + """Return a segment of a horizontal line with optional colons which + indicate column's alignment (as in `pipe` output format).""" + w = colwidth + if align in ["right", "decimal"]: + return ("-" * (w - 1)) + ":" + elif align == "center": + return ":" + ("-" * (w - 2)) + ":" + elif align == "left": + return ":" + ("-" * (w - 1)) + else: + return "-" * w + + +def _pipe_line_with_colons(colwidths, colaligns): + """Return a horizontal line with optional colons to indicate column's + alignment (as in `pipe` output format).""" + if not colaligns: # e.g. printing an empty data frame (github issue #15) + colaligns = [""] * len(colwidths) + segments = [_pipe_segment_with_colons(a, w) for a, w in zip(colaligns, colwidths)] + return "|" + "|".join(segments) + "|" + + +def _mediawiki_row_with_attrs(separator, cell_values, colwidths, colaligns): + alignment = { + "left": "", + "right": 'align="right"| ', + "center": 'align="center"| ', + "decimal": 'align="right"| ', + } + # hard-coded padding _around_ align attribute and value together + # rather than padding parameter which affects only the value + values_with_attrs = [ + " " + alignment.get(a, "") + c + " " for c, a in zip(cell_values, colaligns) + ] + colsep = separator * 2 + return (separator + colsep.join(values_with_attrs)).rstrip() + + +def _textile_row_with_attrs(cell_values, colwidths, colaligns): + cell_values[0] += " " + alignment = {"left": "<.", "right": ">.", "center": "=.", "decimal": ">."} + values = (alignment.get(a, "") + v for a, v in zip(colaligns, cell_values)) + return "|" + "|".join(values) + "|" + + +def _html_begin_table_without_header(colwidths_ignore, colaligns_ignore): + # this table header will be suppressed if there is a header row + return "\n" + + +def _html_row_with_attrs(celltag, unsafe, cell_values, colwidths, colaligns): + alignment = { + "left": "", + "right": ' style="text-align: right;"', + "center": ' style="text-align: center;"', + "decimal": ' style="text-align: right;"', + } + if unsafe: + values_with_attrs = [ + "<{0}{1}>{2}".format(celltag, alignment.get(a, ""), c) + for c, a in zip(cell_values, colaligns) + ] + else: + values_with_attrs = [ + "<{0}{1}>{2}".format(celltag, alignment.get(a, ""), htmlescape(c)) + for c, a in zip(cell_values, colaligns) + ] + rowhtml = "{}".format("".join(values_with_attrs).rstrip()) + if celltag == "th": # it's a header row, create a new table header + rowhtml = "
\n\n{}\n\n".format(rowhtml) + return rowhtml + + +def _moin_row_with_attrs(celltag, cell_values, colwidths, colaligns, header=""): + alignment = { + "left": "", + "right": '', + "center": '', + "decimal": '', + } + values_with_attrs = [ + "{0}{1} {2} ".format(celltag, alignment.get(a, ""), header + c + header) + for c, a in zip(cell_values, colaligns) + ] + return "".join(values_with_attrs) + "||" + + +def _latex_line_begin_tabular(colwidths, colaligns, booktabs=False, longtable=False): + alignment = {"left": "l", "right": "r", "center": "c", "decimal": "r"} + tabular_columns_fmt = "".join([alignment.get(a, "l") for a in colaligns]) + return "\n".join( + [ + ("\\begin{tabular}{" if not longtable else "\\begin{longtable}{") + + tabular_columns_fmt + + "}", + "\\toprule" if booktabs else "\\hline", + ] + ) + + +LATEX_ESCAPE_RULES = { + r"&": r"\&", + r"%": r"\%", + r"$": r"\$", + r"#": r"\#", + r"_": r"\_", + r"^": r"\^{}", + r"{": r"\{", + r"}": r"\}", + r"~": r"\textasciitilde{}", + "\\": r"\textbackslash{}", + r"<": r"\ensuremath{<}", + r">": r"\ensuremath{>}", +} + + +def _latex_row(cell_values, colwidths, colaligns, escrules=LATEX_ESCAPE_RULES): + def escape_char(c): + return escrules.get(c, c) + + escaped_values = ["".join(map(escape_char, cell)) for cell in cell_values] + rowfmt = DataRow("", "&", "\\\\") + return _build_simple_row(escaped_values, rowfmt) + + +def _rst_escape_first_column(rows, headers): + def escape_empty(val): + if isinstance(val, (_text_type, _binary_type)) and not val.strip(): + return ".." + else: + return val + + new_headers = list(headers) + new_rows = [] + if headers: + new_headers[0] = escape_empty(headers[0]) + for row in rows: + new_row = list(row) + if new_row: + new_row[0] = escape_empty(row[0]) + new_rows.append(new_row) + return new_rows, new_headers + + +_table_formats = { + "simple": TableFormat( + lineabove=Line("", "-", " ", ""), + linebelowheader=Line("", "-", " ", ""), + linebetweenrows=None, + linebelow=Line("", "-", " ", ""), + headerrow=DataRow("", " ", ""), + datarow=DataRow("", " ", ""), + padding=0, + with_header_hide=["lineabove", "linebelow"], + ), + "plain": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("", " ", ""), + datarow=DataRow("", " ", ""), + padding=0, + with_header_hide=None, + ), + "grid": TableFormat( + lineabove=Line("+", "-", "+", "+"), + linebelowheader=Line("+", "=", "+", "+"), + linebetweenrows=Line("+", "-", "+", "+"), + linebelow=Line("+", "-", "+", "+"), + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=None, + ), + "fancy_grid": TableFormat( + lineabove=Line("╒", "═", "╤", "╕"), + linebelowheader=Line("╞", "═", "╪", "╡"), + linebetweenrows=Line("├", "─", "┼", "┤"), + linebelow=Line("╘", "═", "╧", "╛"), + headerrow=DataRow("│", "│", "│"), + datarow=DataRow("│", "│", "│"), + padding=1, + with_header_hide=None, + ), + "fancy_outline": TableFormat( + lineabove=Line("╒", "═", "╤", "╕"), + linebelowheader=Line("╞", "═", "╪", "╡"), + linebetweenrows=None, + linebelow=Line("╘", "═", "╧", "╛"), + headerrow=DataRow("│", "│", "│"), + datarow=DataRow("│", "│", "│"), + padding=1, + with_header_hide=None, + ), + "github": TableFormat( + lineabove=Line("|", "-", "|", "|"), + linebelowheader=Line("|", "-", "|", "|"), + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=["lineabove"], + ), + "pipe": TableFormat( + lineabove=_pipe_line_with_colons, + linebelowheader=_pipe_line_with_colons, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=["lineabove"], + ), + "orgtbl": TableFormat( + lineabove=None, + linebelowheader=Line("|", "-", "+", "|"), + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=None, + ), + "jira": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("||", "||", "||"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=None, + ), + "presto": TableFormat( + lineabove=None, + linebelowheader=Line("", "-", "+", ""), + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("", "|", ""), + datarow=DataRow("", "|", ""), + padding=1, + with_header_hide=None, + ), + "pretty": TableFormat( + lineabove=Line("+", "-", "+", "+"), + linebelowheader=Line("+", "-", "+", "+"), + linebetweenrows=None, + linebelow=Line("+", "-", "+", "+"), + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=None, + ), + "psql": TableFormat( + lineabove=Line("+", "-", "+", "+"), + linebelowheader=Line("|", "-", "+", "|"), + linebetweenrows=None, + linebelow=Line("+", "-", "+", "+"), + headerrow=DataRow("|", "|", "|"), + datarow=DataRow("|", "|", "|"), + padding=1, + with_header_hide=None, + ), + "rst": TableFormat( + lineabove=Line("", "=", " ", ""), + linebelowheader=Line("", "=", " ", ""), + linebetweenrows=None, + linebelow=Line("", "=", " ", ""), + headerrow=DataRow("", " ", ""), + datarow=DataRow("", " ", ""), + padding=0, + with_header_hide=None, + ), + "mediawiki": TableFormat( + lineabove=Line( + '{| class="wikitable" style="text-align: left;"', + "", + "", + "\n|+ \n|-", + ), + linebelowheader=Line("|-", "", "", ""), + linebetweenrows=Line("|-", "", "", ""), + linebelow=Line("|}", "", "", ""), + headerrow=partial(_mediawiki_row_with_attrs, "!"), + datarow=partial(_mediawiki_row_with_attrs, "|"), + padding=0, + with_header_hide=None, + ), + "moinmoin": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=partial(_moin_row_with_attrs, "||", header="'''"), + datarow=partial(_moin_row_with_attrs, "||"), + padding=1, + with_header_hide=None, + ), + "youtrack": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("|| ", " || ", " || "), + datarow=DataRow("| ", " | ", " |"), + padding=1, + with_header_hide=None, + ), + "html": TableFormat( + lineabove=_html_begin_table_without_header, + linebelowheader="", + linebetweenrows=None, + linebelow=Line("\n
", "", "", ""), + headerrow=partial(_html_row_with_attrs, "th", False), + datarow=partial(_html_row_with_attrs, "td", False), + padding=0, + with_header_hide=["lineabove"], + ), + "unsafehtml": TableFormat( + lineabove=_html_begin_table_without_header, + linebelowheader="", + linebetweenrows=None, + linebelow=Line("\n", "", "", ""), + headerrow=partial(_html_row_with_attrs, "th", True), + datarow=partial(_html_row_with_attrs, "td", True), + padding=0, + with_header_hide=["lineabove"], + ), + "latex": TableFormat( + lineabove=_latex_line_begin_tabular, + linebelowheader=Line("\\hline", "", "", ""), + linebetweenrows=None, + linebelow=Line("\\hline\n\\end{tabular}", "", "", ""), + headerrow=_latex_row, + datarow=_latex_row, + padding=1, + with_header_hide=None, + ), + "latex_raw": TableFormat( + lineabove=_latex_line_begin_tabular, + linebelowheader=Line("\\hline", "", "", ""), + linebetweenrows=None, + linebelow=Line("\\hline\n\\end{tabular}", "", "", ""), + headerrow=partial(_latex_row, escrules={}), + datarow=partial(_latex_row, escrules={}), + padding=1, + with_header_hide=None, + ), + "latex_booktabs": TableFormat( + lineabove=partial(_latex_line_begin_tabular, booktabs=True), + linebelowheader=Line("\\midrule", "", "", ""), + linebetweenrows=None, + linebelow=Line("\\bottomrule\n\\end{tabular}", "", "", ""), + headerrow=_latex_row, + datarow=_latex_row, + padding=1, + with_header_hide=None, + ), + "latex_longtable": TableFormat( + lineabove=partial(_latex_line_begin_tabular, longtable=True), + linebelowheader=Line("\\hline\n\\endhead", "", "", ""), + linebetweenrows=None, + linebelow=Line("\\hline\n\\end{longtable}", "", "", ""), + headerrow=_latex_row, + datarow=_latex_row, + padding=1, + with_header_hide=None, + ), + "tsv": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("", "\t", ""), + datarow=DataRow("", "\t", ""), + padding=0, + with_header_hide=None, + ), + "textile": TableFormat( + lineabove=None, + linebelowheader=None, + linebetweenrows=None, + linebelow=None, + headerrow=DataRow("|_. ", "|_.", "|"), + datarow=_textile_row_with_attrs, + padding=1, + with_header_hide=None, + ), +} + + +tabulate_formats = list(sorted(_table_formats.keys())) + +# The table formats for which multiline cells will be folded into subsequent +# table rows. The key is the original format specified at the API. The value is +# the format that will be used to represent the original format. +multiline_formats = { + "plain": "plain", + "simple": "simple", + "grid": "grid", + "fancy_grid": "fancy_grid", + "pipe": "pipe", + "orgtbl": "orgtbl", + "jira": "jira", + "presto": "presto", + "pretty": "pretty", + "psql": "psql", + "rst": "rst", +} + +# TODO: Add multiline support for the remaining table formats: +# - mediawiki: Replace \n with
+# - moinmoin: TBD +# - youtrack: TBD +# - html: Replace \n with
+# - latex*: Use "makecell" package: In header, replace X\nY with +# \thead{X\\Y} and in data row, replace X\nY with \makecell{X\\Y} +# - tsv: TBD +# - textile: Replace \n with
(must be well-formed XML) + +_multiline_codes = re.compile(r"\r|\n|\r\n") +_multiline_codes_bytes = re.compile(b"\r|\n|\r\n") +_invisible_codes = re.compile( + r"\x1b\[\d+[;\d]*m|\x1b\[\d*\;\d*\;\d*m|\x1b\]8;;(.*?)\x1b\\" +) # ANSI color codes +_invisible_codes_bytes = re.compile( + b"\x1b\\[\\d+\\[;\\d]*m|\x1b\\[\\d*;\\d*;\\d*m|\\x1b\\]8;;(.*?)\\x1b\\\\" +) # ANSI color codes +_invisible_codes_link = re.compile( + r"\x1B]8;[a-zA-Z0-9:]*;[^\x1B]+\x1B\\([^\x1b]+)\x1B]8;;\x1B\\" +) # Terminal hyperlinks + + +def simple_separated_format(separator): + """Construct a simple TableFormat with columns separated by a separator. + + >>> tsv = simple_separated_format("\\t") ; \ + tabulate([["foo", 1], ["spam", 23]], tablefmt=tsv) == 'foo \\t 1\\nspam\\t23' + True + + """ + return TableFormat( + None, + None, + None, + None, + headerrow=DataRow("", separator, ""), + datarow=DataRow("", separator, ""), + padding=0, + with_header_hide=None, + ) + + +def _isconvertible(conv, string): + try: + conv(string) + return True + except (ValueError, TypeError): + return False + + +def _isnumber(string): + """ + >>> _isnumber("123.45") + True + >>> _isnumber("123") + True + >>> _isnumber("spam") + False + >>> _isnumber("123e45678") + False + >>> _isnumber("inf") + True + """ + if not _isconvertible(float, string): + return False + elif isinstance(string, (_text_type, _binary_type)) and ( + math.isinf(float(string)) or math.isnan(float(string)) + ): + return string.lower() in ["inf", "-inf", "nan"] + return True + + +def _isint(string, inttype=int): + """ + >>> _isint("123") + True + >>> _isint("123.45") + False + """ + return ( + type(string) is inttype + or (isinstance(string, _binary_type) or isinstance(string, _text_type)) + and _isconvertible(inttype, string) + ) + + +def _isbool(string): + """ + >>> _isbool(True) + True + >>> _isbool("False") + True + >>> _isbool(1) + False + """ + return type(string) is _bool_type or ( + isinstance(string, (_binary_type, _text_type)) and string in ("True", "False") + ) + + +def _type(string, has_invisible=True, numparse=True): + """The least generic type (type(None), int, float, str, unicode). + + >>> _type(None) is type(None) + True + >>> _type("foo") is type("") + True + >>> _type("1") is type(1) + True + >>> _type('\x1b[31m42\x1b[0m') is type(42) + True + >>> _type('\x1b[31m42\x1b[0m') is type(42) + True + + """ + + if has_invisible and ( + isinstance(string, _text_type) or isinstance(string, _binary_type) + ): + string = _strip_invisible(string) + + if string is None: + return _none_type + elif hasattr(string, "isoformat"): # datetime.datetime, date, and time + return _text_type + elif _isbool(string): + return _bool_type + elif _isint(string) and numparse: + return int + elif _isint(string, _long_type) and numparse: + return int + elif _isnumber(string) and numparse: + return float + elif isinstance(string, _binary_type): + return _binary_type + else: + return _text_type + + +def _afterpoint(string): + """Symbols after a decimal point, -1 if the string lacks the decimal point. + + >>> _afterpoint("123.45") + 2 + >>> _afterpoint("1001") + -1 + >>> _afterpoint("eggs") + -1 + >>> _afterpoint("123e45") + 2 + + """ + if _isnumber(string): + if _isint(string): + return -1 + else: + pos = string.rfind(".") + pos = string.lower().rfind("e") if pos < 0 else pos + if pos >= 0: + return len(string) - pos - 1 + else: + return -1 # no point + else: + return -1 # not a number + + +def _padleft(width, s): + """Flush right. + + >>> _padleft(6, '\u044f\u0439\u0446\u0430') == ' \u044f\u0439\u0446\u0430' + True + + """ + fmt = "{0:>%ds}" % width + return fmt.format(s) + + +def _padright(width, s): + """Flush left. + + >>> _padright(6, '\u044f\u0439\u0446\u0430') == '\u044f\u0439\u0446\u0430 ' + True + + """ + fmt = "{0:<%ds}" % width + return fmt.format(s) + + +def _padboth(width, s): + """Center string. + + >>> _padboth(6, '\u044f\u0439\u0446\u0430') == ' \u044f\u0439\u0446\u0430 ' + True + + """ + fmt = "{0:^%ds}" % width + return fmt.format(s) + + +def _padnone(ignore_width, s): + return s + + +def _strip_invisible(s): + r"""Remove invisible ANSI color codes. + + >>> str(_strip_invisible('\x1B]8;;https://example.com\x1B\\This is a link\x1B]8;;\x1B\\')) + 'This is a link' + + """ + if isinstance(s, _text_type): + links_removed = re.sub(_invisible_codes_link, "\\1", s) + return re.sub(_invisible_codes, "", links_removed) + else: # a bytestring + return re.sub(_invisible_codes_bytes, "", s) + + +def _visible_width(s): + """Visible width of a printed string. ANSI color codes are removed. + + >>> _visible_width('\x1b[31mhello\x1b[0m'), _visible_width("world") + (5, 5) + + """ + # optional wide-character support + if wcwidth is not None and WIDE_CHARS_MODE: + len_fn = wcwidth.wcswidth + else: + len_fn = len + if isinstance(s, _text_type) or isinstance(s, _binary_type): + return len_fn(_strip_invisible(s)) + else: + return len_fn(_text_type(s)) + + +def _is_multiline(s): + if isinstance(s, _text_type): + return bool(re.search(_multiline_codes, s)) + else: # a bytestring + return bool(re.search(_multiline_codes_bytes, s)) + + +def _multiline_width(multiline_s, line_width_fn=len): + """Visible width of a potentially multiline content.""" + return max(map(line_width_fn, re.split("[\r\n]", multiline_s))) + + +def _choose_width_fn(has_invisible, enable_widechars, is_multiline): + """Return a function to calculate visible cell width.""" + if has_invisible: + line_width_fn = _visible_width + elif enable_widechars: # optional wide-character support if available + line_width_fn = wcwidth.wcswidth + else: + line_width_fn = len + if is_multiline: + width_fn = lambda s: _multiline_width(s, line_width_fn) # noqa + else: + width_fn = line_width_fn + return width_fn + + +def _align_column_choose_padfn(strings, alignment, has_invisible): + if alignment == "right": + if not PRESERVE_WHITESPACE: + strings = [s.strip() for s in strings] + padfn = _padleft + elif alignment == "center": + if not PRESERVE_WHITESPACE: + strings = [s.strip() for s in strings] + padfn = _padboth + elif alignment == "decimal": + if has_invisible: + decimals = [_afterpoint(_strip_invisible(s)) for s in strings] + else: + decimals = [_afterpoint(s) for s in strings] + maxdecimals = max(decimals) + strings = [s + (maxdecimals - decs) * " " for s, decs in zip(strings, decimals)] + padfn = _padleft + elif not alignment: + padfn = _padnone + else: + if not PRESERVE_WHITESPACE: + strings = [s.strip() for s in strings] + padfn = _padright + return strings, padfn + + +def _align_column_choose_width_fn(has_invisible, enable_widechars, is_multiline): + if has_invisible: + line_width_fn = _visible_width + elif enable_widechars: # optional wide-character support if available + line_width_fn = wcwidth.wcswidth + else: + line_width_fn = len + if is_multiline: + width_fn = lambda s: _align_column_multiline_width(s, line_width_fn) # noqa + else: + width_fn = line_width_fn + return width_fn + + +def _align_column_multiline_width(multiline_s, line_width_fn=len): + """Visible width of a potentially multiline content.""" + return list(map(line_width_fn, re.split("[\r\n]", multiline_s))) + + +def _flat_list(nested_list): + ret = [] + for item in nested_list: + if isinstance(item, list): + for subitem in item: + ret.append(subitem) + else: + ret.append(item) + return ret + + +def _align_column( + strings, + alignment, + minwidth=0, + has_invisible=True, + enable_widechars=False, + is_multiline=False, +): + """[string] -> [padded_string]""" + strings, padfn = _align_column_choose_padfn(strings, alignment, has_invisible) + width_fn = _align_column_choose_width_fn( + has_invisible, enable_widechars, is_multiline + ) + + s_widths = list(map(width_fn, strings)) + maxwidth = max(max(_flat_list(s_widths)), minwidth) + # TODO: refactor column alignment in single-line and multiline modes + if is_multiline: + if not enable_widechars and not has_invisible: + padded_strings = [ + "\n".join([padfn(maxwidth, s) for s in ms.splitlines()]) + for ms in strings + ] + else: + # enable wide-character width corrections + s_lens = [[len(s) for s in re.split("[\r\n]", ms)] for ms in strings] + visible_widths = [ + [maxwidth - (w - l) for w, l in zip(mw, ml)] + for mw, ml in zip(s_widths, s_lens) + ] + # wcswidth and _visible_width don't count invisible characters; + # padfn doesn't need to apply another correction + padded_strings = [ + "\n".join([padfn(w, s) for s, w in zip((ms.splitlines() or ms), mw)]) + for ms, mw in zip(strings, visible_widths) + ] + else: # single-line cell values + if not enable_widechars and not has_invisible: + padded_strings = [padfn(maxwidth, s) for s in strings] + else: + # enable wide-character width corrections + s_lens = list(map(len, strings)) + visible_widths = [maxwidth - (w - l) for w, l in zip(s_widths, s_lens)] + # wcswidth and _visible_width don't count invisible characters; + # padfn doesn't need to apply another correction + padded_strings = [padfn(w, s) for s, w in zip(strings, visible_widths)] + return padded_strings + + +def _more_generic(type1, type2): + types = { + _none_type: 0, + _bool_type: 1, + int: 2, + float: 3, + _binary_type: 4, + _text_type: 5, + } + invtypes = { + 5: _text_type, + 4: _binary_type, + 3: float, + 2: int, + 1: _bool_type, + 0: _none_type, + } + moregeneric = max(types.get(type1, 5), types.get(type2, 5)) + return invtypes[moregeneric] + + +def _column_type(strings, has_invisible=True, numparse=True): + """The least generic type all column values are convertible to. + + >>> _column_type([True, False]) is _bool_type + True + >>> _column_type(["1", "2"]) is _int_type + True + >>> _column_type(["1", "2.3"]) is _float_type + True + >>> _column_type(["1", "2.3", "four"]) is _text_type + True + >>> _column_type(["four", '\u043f\u044f\u0442\u044c']) is _text_type + True + >>> _column_type([None, "brux"]) is _text_type + True + >>> _column_type([1, 2, None]) is _int_type + True + >>> import datetime as dt + >>> _column_type([dt.datetime(1991,2,19), dt.time(17,35)]) is _text_type + True + + """ + types = [_type(s, has_invisible, numparse) for s in strings] + return reduce(_more_generic, types, _bool_type) + + +def _format(val, valtype, floatfmt, missingval="", has_invisible=True): + """Format a value according to its type. + + Unicode is supported: + + >>> hrow = ['\u0431\u0443\u043a\u0432\u0430', '\u0446\u0438\u0444\u0440\u0430'] ; \ + tbl = [['\u0430\u0437', 2], ['\u0431\u0443\u043a\u0438', 4]] ; \ + good_result = '\\u0431\\u0443\\u043a\\u0432\\u0430 \\u0446\\u0438\\u0444\\u0440\\u0430\\n------- -------\\n\\u0430\\u0437 2\\n\\u0431\\u0443\\u043a\\u0438 4' ; \ + tabulate(tbl, headers=hrow) == good_result + True + + """ # noqa + if val is None: + return missingval + + if valtype in [int, _text_type]: + return "{0}".format(val) + elif valtype is _binary_type: + try: + return _text_type(val, "ascii") + except TypeError: + return _text_type(val) + elif valtype is float: + is_a_colored_number = has_invisible and isinstance( + val, (_text_type, _binary_type) + ) + if is_a_colored_number: + raw_val = _strip_invisible(val) + formatted_val = format(float(raw_val), floatfmt) + return val.replace(raw_val, formatted_val) + else: + return format(float(val), floatfmt) + else: + return "{0}".format(val) + + +def _align_header( + header, alignment, width, visible_width, is_multiline=False, width_fn=None +): + "Pad string header to width chars given known visible_width of the header." + if is_multiline: + header_lines = re.split(_multiline_codes, header) + padded_lines = [ + _align_header(h, alignment, width, width_fn(h)) for h in header_lines + ] + return "\n".join(padded_lines) + # else: not multiline + ninvisible = len(header) - visible_width + width += ninvisible + if alignment == "left": + return _padright(width, header) + elif alignment == "center": + return _padboth(width, header) + elif not alignment: + return "{0}".format(header) + else: + return _padleft(width, header) + + +def _prepend_row_index(rows, index): + """Add a left-most index column.""" + if index is None or index is False: + return rows + if len(index) != len(rows): + print("index=", index) + print("rows=", rows) + raise ValueError("index must be as long as the number of data rows") + rows = [[v] + list(row) for v, row in zip(index, rows)] + return rows + + +def _bool(val): + "A wrapper around standard bool() which doesn't throw on NumPy arrays" + try: + return bool(val) + except ValueError: # val is likely to be a numpy array with many elements + return False + + +def _normalize_tabular_data(tabular_data, headers, showindex="default"): + """Transform a supported data type to a list of lists, and a list of headers. + + Supported tabular data types: + + * list-of-lists or another iterable of iterables + + * list of named tuples (usually used with headers="keys") + + * list of dicts (usually used with headers="keys") + + * list of OrderedDicts (usually used with headers="keys") + + * 2D NumPy arrays + + * NumPy record arrays (usually used with headers="keys") + + * dict of iterables (usually used with headers="keys") + + * pandas.DataFrame (usually used with headers="keys") + + The first row can be used as headers if headers="firstrow", + column indices can be used as headers if headers="keys". + + If showindex="default", show row indices of the pandas.DataFrame. + If showindex="always", show row indices for all types of data. + If showindex="never", don't show row indices for all types of data. + If showindex is an iterable, show its values as row indices. + + """ + + try: + bool(headers) + is_headers2bool_broken = False # noqa + except ValueError: # numpy.ndarray, pandas.core.index.Index, ... + is_headers2bool_broken = True # noqa + headers = list(headers) + + index = None + if hasattr(tabular_data, "keys") and hasattr(tabular_data, "values"): + # dict-like and pandas.DataFrame? + if hasattr(tabular_data.values, "__call__"): + # likely a conventional dict + keys = tabular_data.keys() + rows = list( + izip_longest(*tabular_data.values()) + ) # columns have to be transposed + elif hasattr(tabular_data, "index"): + # values is a property, has .index => it's likely a pandas.DataFrame (pandas 0.11.0) + keys = list(tabular_data) + if ( + showindex in ["default", "always", True] + and tabular_data.index.name is not None + ): + if isinstance(tabular_data.index.name, list): + keys[:0] = tabular_data.index.name + else: + keys[:0] = [tabular_data.index.name] + vals = tabular_data.values # values matrix doesn't need to be transposed + # for DataFrames add an index per default + index = list(tabular_data.index) + rows = [list(row) for row in vals] + else: + raise ValueError("tabular data doesn't appear to be a dict or a DataFrame") + + if headers == "keys": + headers = list(map(_text_type, keys)) # headers should be strings + + else: # it's a usual an iterable of iterables, or a NumPy array + rows = list(tabular_data) + + if headers == "keys" and not rows: + # an empty table (issue #81) + headers = [] + elif ( + headers == "keys" + and hasattr(tabular_data, "dtype") + and getattr(tabular_data.dtype, "names") + ): + # numpy record array + headers = tabular_data.dtype.names + elif ( + headers == "keys" + and len(rows) > 0 + and isinstance(rows[0], tuple) + and hasattr(rows[0], "_fields") + ): + # namedtuple + headers = list(map(_text_type, rows[0]._fields)) + elif len(rows) > 0 and hasattr(rows[0], "keys") and hasattr(rows[0], "values"): + # dict-like object + uniq_keys = set() # implements hashed lookup + keys = [] # storage for set + if headers == "firstrow": + firstdict = rows[0] if len(rows) > 0 else {} + keys.extend(firstdict.keys()) + uniq_keys.update(keys) + rows = rows[1:] + for row in rows: + for k in row.keys(): + # Save unique items in input order + if k not in uniq_keys: + keys.append(k) + uniq_keys.add(k) + if headers == "keys": + headers = keys + elif isinstance(headers, dict): + # a dict of headers for a list of dicts + headers = [headers.get(k, k) for k in keys] + headers = list(map(_text_type, headers)) + elif headers == "firstrow": + if len(rows) > 0: + headers = [firstdict.get(k, k) for k in keys] + headers = list(map(_text_type, headers)) + else: + headers = [] + elif headers: + raise ValueError( + "headers for a list of dicts is not a dict or a keyword" + ) + rows = [[row.get(k) for k in keys] for row in rows] + + elif ( + headers == "keys" + and hasattr(tabular_data, "description") + and hasattr(tabular_data, "fetchone") + and hasattr(tabular_data, "rowcount") + ): + # Python Database API cursor object (PEP 0249) + # print tabulate(cursor, headers='keys') + headers = [column[0] for column in tabular_data.description] + + elif headers == "keys" and len(rows) > 0: + # keys are column indices + headers = list(map(_text_type, range(len(rows[0])))) + + # take headers from the first row if necessary + if headers == "firstrow" and len(rows) > 0: + if index is not None: + headers = [index[0]] + list(rows[0]) + index = index[1:] + else: + headers = rows[0] + headers = list(map(_text_type, headers)) # headers should be strings + rows = rows[1:] + + headers = list(map(_text_type, headers)) + rows = list(map(list, rows)) + + # add or remove an index column + showindex_is_a_str = type(showindex) in [_text_type, _binary_type] + if showindex == "default" and index is not None: + rows = _prepend_row_index(rows, index) + elif isinstance(showindex, Iterable) and not showindex_is_a_str: + rows = _prepend_row_index(rows, list(showindex)) + elif showindex == "always" or (_bool(showindex) and not showindex_is_a_str): + if index is None: + index = list(range(len(rows))) + rows = _prepend_row_index(rows, index) + elif showindex == "never" or (not _bool(showindex) and not showindex_is_a_str): + pass + + # pad with empty headers for initial columns if necessary + if headers and len(rows) > 0: + nhs = len(headers) + ncols = len(rows[0]) + if nhs < ncols: + headers = [""] * (ncols - nhs) + headers + + return rows, headers + + +def tabulate( + tabular_data, + headers=(), + tablefmt="simple", + floatfmt=_DEFAULT_FLOATFMT, + numalign=_DEFAULT_ALIGN, + stralign=_DEFAULT_ALIGN, + missingval=_DEFAULT_MISSINGVAL, + showindex="default", + disable_numparse=False, + colalign=None, +): + """Format a fixed width table for pretty printing. + + >>> print(tabulate([[1, 2.34], [-56, "8.999"], ["2", "10001"]])) + --- --------- + 1 2.34 + -56 8.999 + 2 10001 + --- --------- + + The first required argument (`tabular_data`) can be a + list-of-lists (or another iterable of iterables), a list of named + tuples, a dictionary of iterables, an iterable of dictionaries, + a two-dimensional NumPy array, NumPy record array, or a Pandas' + dataframe. + + + Table headers + ------------- + + To print nice column headers, supply the second argument (`headers`): + + - `headers` can be an explicit list of column headers + - if `headers="firstrow"`, then the first row of data is used + - if `headers="keys"`, then dictionary keys or column indices are used + + Otherwise a headerless table is produced. + + If the number of headers is less than the number of columns, they + are supposed to be names of the last columns. This is consistent + with the plain-text format of R and Pandas' dataframes. + + >>> print(tabulate([["sex","age"],["Alice","F",24],["Bob","M",19]], + ... headers="firstrow")) + sex age + ----- ----- ----- + Alice F 24 + Bob M 19 + + By default, pandas.DataFrame data have an additional column called + row index. To add a similar column to all other types of data, + use `showindex="always"` or `showindex=True`. To suppress row indices + for all types of data, pass `showindex="never" or `showindex=False`. + To add a custom row index column, pass `showindex=some_iterable`. + + >>> print(tabulate([["F",24],["M",19]], showindex="always")) + - - -- + 0 F 24 + 1 M 19 + - - -- + + + Column alignment + ---------------- + + `tabulate` tries to detect column types automatically, and aligns + the values properly. By default it aligns decimal points of the + numbers (or flushes integer numbers to the right), and flushes + everything else to the left. Possible column alignments + (`numalign`, `stralign`) are: "right", "center", "left", "decimal" + (only for `numalign`), and None (to disable alignment). + + + Table formats + ------------- + + `floatfmt` is a format specification used for columns which + contain numeric data with a decimal point. This can also be + a list or tuple of format strings, one per column. + + `None` values are replaced with a `missingval` string (like + `floatfmt`, this can also be a list of values for different + columns): + + >>> print(tabulate([["spam", 1, None], + ... ["eggs", 42, 3.14], + ... ["other", None, 2.7]], missingval="?")) + ----- -- ---- + spam 1 ? + eggs 42 3.14 + other ? 2.7 + ----- -- ---- + + Various plain-text table formats (`tablefmt`) are supported: + 'plain', 'simple', 'grid', 'pipe', 'orgtbl', 'rst', 'mediawiki', + 'latex', 'latex_raw', 'latex_booktabs', 'latex_longtable' and tsv. + Variable `tabulate_formats`contains the list of currently supported formats. + + "plain" format doesn't use any pseudographics to draw tables, + it separates columns with a double space: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "plain")) + strings numbers + spam 41.9999 + eggs 451 + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="plain")) + spam 41.9999 + eggs 451 + + "simple" format is like Pandoc simple_tables: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "simple")) + strings numbers + --------- --------- + spam 41.9999 + eggs 451 + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="simple")) + ---- -------- + spam 41.9999 + eggs 451 + ---- -------- + + "grid" is similar to tables produced by Emacs table.el package or + Pandoc grid_tables: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "grid")) + +-----------+-----------+ + | strings | numbers | + +===========+===========+ + | spam | 41.9999 | + +-----------+-----------+ + | eggs | 451 | + +-----------+-----------+ + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="grid")) + +------+----------+ + | spam | 41.9999 | + +------+----------+ + | eggs | 451 | + +------+----------+ + + "fancy_grid" draws a grid using box-drawing characters: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "fancy_grid")) + ╒═══════════╤═══════════╕ + │ strings │ numbers │ + ╞═══════════╪═══════════╡ + │ spam │ 41.9999 │ + ├───────────┼───────────┤ + │ eggs │ 451 │ + ╘═══════════╧═══════════╛ + + "pipe" is like tables in PHP Markdown Extra extension or Pandoc + pipe_tables: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "pipe")) + | strings | numbers | + |:----------|----------:| + | spam | 41.9999 | + | eggs | 451 | + + "presto" is like tables produce by the Presto CLI: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "presto")) + strings | numbers + -----------+----------- + spam | 41.9999 + eggs | 451 + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="pipe")) + |:-----|---------:| + | spam | 41.9999 | + | eggs | 451 | + + "orgtbl" is like tables in Emacs org-mode and orgtbl-mode. They + are slightly different from "pipe" format by not using colons to + define column alignment, and using a "+" sign to indicate line + intersections: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "orgtbl")) + | strings | numbers | + |-----------+-----------| + | spam | 41.9999 | + | eggs | 451 | + + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="orgtbl")) + | spam | 41.9999 | + | eggs | 451 | + + "rst" is like a simple table format from reStructuredText; please + note that reStructuredText accepts also "grid" tables: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], + ... ["strings", "numbers"], "rst")) + ========= ========= + strings numbers + ========= ========= + spam 41.9999 + eggs 451 + ========= ========= + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="rst")) + ==== ======== + spam 41.9999 + eggs 451 + ==== ======== + + "mediawiki" produces a table markup used in Wikipedia and on other + MediaWiki-based sites: + + >>> print(tabulate([["strings", "numbers"], ["spam", 41.9999], ["eggs", "451.0"]], + ... headers="firstrow", tablefmt="mediawiki")) + {| class="wikitable" style="text-align: left;" + |+ + |- + ! strings !! align="right"| numbers + |- + | spam || align="right"| 41.9999 + |- + | eggs || align="right"| 451 + |} + + "html" produces HTML markup as an html.escape'd str + with a ._repr_html_ method so that Jupyter Lab and Notebook display the HTML + and a .str property so that the raw HTML remains accessible + the unsafehtml table format can be used if an unescaped HTML format is required: + + >>> print(tabulate([["strings", "numbers"], ["spam", 41.9999], ["eggs", "451.0"]], + ... headers="firstrow", tablefmt="html")) + + + + + + + + +
strings numbers
spam 41.9999
eggs 451
+ + "latex" produces a tabular environment of LaTeX document markup: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="latex")) + \\begin{tabular}{lr} + \\hline + spam & 41.9999 \\\\ + eggs & 451 \\\\ + \\hline + \\end{tabular} + + "latex_raw" is similar to "latex", but doesn't escape special characters, + such as backslash and underscore, so LaTeX commands may embedded into + cells' values: + + >>> print(tabulate([["spam$_9$", 41.9999], ["\\\\emph{eggs}", "451.0"]], tablefmt="latex_raw")) + \\begin{tabular}{lr} + \\hline + spam$_9$ & 41.9999 \\\\ + \\emph{eggs} & 451 \\\\ + \\hline + \\end{tabular} + + "latex_booktabs" produces a tabular environment of LaTeX document markup + using the booktabs.sty package: + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="latex_booktabs")) + \\begin{tabular}{lr} + \\toprule + spam & 41.9999 \\\\ + eggs & 451 \\\\ + \\bottomrule + \\end{tabular} + + "latex_longtable" produces a tabular environment that can stretch along + multiple pages, using the longtable package for LaTeX. + + >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="latex_longtable")) + \\begin{longtable}{lr} + \\hline + spam & 41.9999 \\\\ + eggs & 451 \\\\ + \\hline + \\end{longtable} + + + Number parsing + -------------- + By default, anything which can be parsed as a number is a number. + This ensures numbers represented as strings are aligned properly. + This can lead to weird results for particular strings such as + specific git SHAs e.g. "42992e1" will be parsed into the number + 429920 and aligned as such. + + To completely disable number parsing (and alignment), use + `disable_numparse=True`. For more fine grained control, a list column + indices is used to disable number parsing only on those columns + e.g. `disable_numparse=[0, 2]` would disable number parsing only on the + first and third columns. + """ + + if tabular_data is None: + tabular_data = [] + list_of_lists, headers = _normalize_tabular_data( + tabular_data, headers, showindex=showindex + ) + + # empty values in the first column of RST tables should be escaped (issue #82) + # "" should be escaped as "\\ " or ".." + if tablefmt == "rst": + list_of_lists, headers = _rst_escape_first_column(list_of_lists, headers) + + # PrettyTable formatting does not use any extra padding. + # Numbers are not parsed and are treated the same as strings for alignment. + # Check if pretty is the format being used and override the defaults so it + # does not impact other formats. + min_padding = MIN_PADDING + if tablefmt == "pretty": + min_padding = 0 + disable_numparse = True + numalign = "center" if numalign == _DEFAULT_ALIGN else numalign + stralign = "center" if stralign == _DEFAULT_ALIGN else stralign + else: + numalign = "decimal" if numalign == _DEFAULT_ALIGN else numalign + stralign = "left" if stralign == _DEFAULT_ALIGN else stralign + + # optimization: look for ANSI control codes once, + # enable smart width functions only if a control code is found + plain_text = "\t".join( + ["\t".join(map(_text_type, headers))] + + ["\t".join(map(_text_type, row)) for row in list_of_lists] + ) + + has_invisible = re.search(_invisible_codes, plain_text) + if not has_invisible: + has_invisible = re.search(_invisible_codes_link, plain_text) + enable_widechars = wcwidth is not None and WIDE_CHARS_MODE + if ( + not isinstance(tablefmt, TableFormat) + and tablefmt in multiline_formats + and _is_multiline(plain_text) + ): + tablefmt = multiline_formats.get(tablefmt, tablefmt) + is_multiline = True + else: + is_multiline = False + width_fn = _choose_width_fn(has_invisible, enable_widechars, is_multiline) + + # format rows and columns, convert numeric values to strings + cols = list(izip_longest(*list_of_lists)) + numparses = _expand_numparse(disable_numparse, len(cols)) + coltypes = [_column_type(col, numparse=np) for col, np in zip(cols, numparses)] + if isinstance(floatfmt, basestring): # old version + float_formats = len(cols) * [ + floatfmt + ] # just duplicate the string to use in each column + else: # if floatfmt is list, tuple etc we have one per column + float_formats = list(floatfmt) + if len(float_formats) < len(cols): + float_formats.extend((len(cols) - len(float_formats)) * [_DEFAULT_FLOATFMT]) + if isinstance(missingval, basestring): + missing_vals = len(cols) * [missingval] + else: + missing_vals = list(missingval) + if len(missing_vals) < len(cols): + missing_vals.extend((len(cols) - len(missing_vals)) * [_DEFAULT_MISSINGVAL]) + cols = [ + [_format(v, ct, fl_fmt, miss_v, has_invisible) for v in c] + for c, ct, fl_fmt, miss_v in zip(cols, coltypes, float_formats, missing_vals) + ] + + # align columns + aligns = [numalign if ct in [int, float] else stralign for ct in coltypes] + if colalign is not None: + assert isinstance(colalign, Iterable) + for idx, align in enumerate(colalign): + aligns[idx] = align + minwidths = ( + [width_fn(h) + min_padding for h in headers] if headers else [0] * len(cols) + ) + cols = [ + _align_column(c, a, minw, has_invisible, enable_widechars, is_multiline) + for c, a, minw in zip(cols, aligns, minwidths) + ] + + if headers: + # align headers and add headers + t_cols = cols or [[""]] * len(headers) + t_aligns = aligns or [stralign] * len(headers) + minwidths = [ + max(minw, max(width_fn(cl) for cl in c)) + for minw, c in zip(minwidths, t_cols) + ] + headers = [ + _align_header(h, a, minw, width_fn(h), is_multiline, width_fn) + for h, a, minw in zip(headers, t_aligns, minwidths) + ] + rows = list(zip(*cols)) + else: + minwidths = [max(width_fn(cl) for cl in c) for c in cols] + rows = list(zip(*cols)) + + if not isinstance(tablefmt, TableFormat): + tablefmt = _table_formats.get(tablefmt, _table_formats["simple"]) + + return _format_table(tablefmt, headers, rows, minwidths, aligns, is_multiline) + + +def _expand_numparse(disable_numparse, column_count): + """ + Return a list of bools of length `column_count` which indicates whether + number parsing should be used on each column. + If `disable_numparse` is a list of indices, each of those indices are False, + and everything else is True. + If `disable_numparse` is a bool, then the returned list is all the same. + """ + if isinstance(disable_numparse, Iterable): + numparses = [True] * column_count + for index in disable_numparse: + numparses[index] = False + return numparses + else: + return [not disable_numparse] * column_count + + +def _pad_row(cells, padding): + if cells: + pad = " " * padding + padded_cells = [pad + cell + pad for cell in cells] + return padded_cells + else: + return cells + + +def _build_simple_row(padded_cells, rowfmt): + "Format row according to DataRow format without padding." + begin, sep, end = rowfmt + return (begin + sep.join(padded_cells) + end).rstrip() + + +def _build_row(padded_cells, colwidths, colaligns, rowfmt): + "Return a string which represents a row of data cells." + if not rowfmt: + return None + if hasattr(rowfmt, "__call__"): + return rowfmt(padded_cells, colwidths, colaligns) + else: + return _build_simple_row(padded_cells, rowfmt) + + +def _append_basic_row(lines, padded_cells, colwidths, colaligns, rowfmt): + lines.append(_build_row(padded_cells, colwidths, colaligns, rowfmt)) + return lines + + +def _append_multiline_row( + lines, padded_multiline_cells, padded_widths, colaligns, rowfmt, pad +): + colwidths = [w - 2 * pad for w in padded_widths] + cells_lines = [c.splitlines() for c in padded_multiline_cells] + nlines = max(map(len, cells_lines)) # number of lines in the row + # vertically pad cells where some lines are missing + cells_lines = [ + (cl + [" " * w] * (nlines - len(cl))) for cl, w in zip(cells_lines, colwidths) + ] + lines_cells = [[cl[i] for cl in cells_lines] for i in range(nlines)] + for ln in lines_cells: + padded_ln = _pad_row(ln, pad) + _append_basic_row(lines, padded_ln, colwidths, colaligns, rowfmt) + return lines + + +def _build_line(colwidths, colaligns, linefmt): + "Return a string which represents a horizontal line." + if not linefmt: + return None + if hasattr(linefmt, "__call__"): + return linefmt(colwidths, colaligns) + else: + begin, fill, sep, end = linefmt + cells = [fill * w for w in colwidths] + return _build_simple_row(cells, (begin, sep, end)) + + +def _append_line(lines, colwidths, colaligns, linefmt): + lines.append(_build_line(colwidths, colaligns, linefmt)) + return lines + + +class JupyterHTMLStr(str): + """Wrap the string with a _repr_html_ method so that Jupyter + displays the HTML table""" + + def _repr_html_(self): + return self + + @property + def str(self): + """add a .str property so that the raw string is still accessible""" + return self + + +def _format_table(fmt, headers, rows, colwidths, colaligns, is_multiline): + """Produce a plain-text representation of the table.""" + lines = [] + hidden = fmt.with_header_hide if (headers and fmt.with_header_hide) else [] + pad = fmt.padding + headerrow = fmt.headerrow + + padded_widths = [(w + 2 * pad) for w in colwidths] + if is_multiline: + pad_row = lambda row, _: row # noqa do it later, in _append_multiline_row + append_row = partial(_append_multiline_row, pad=pad) + else: + pad_row = _pad_row + append_row = _append_basic_row + + padded_headers = pad_row(headers, pad) + padded_rows = [pad_row(row, pad) for row in rows] + + if fmt.lineabove and "lineabove" not in hidden: + _append_line(lines, padded_widths, colaligns, fmt.lineabove) + + if padded_headers: + append_row(lines, padded_headers, padded_widths, colaligns, headerrow) + if fmt.linebelowheader and "linebelowheader" not in hidden: + _append_line(lines, padded_widths, colaligns, fmt.linebelowheader) + + if padded_rows and fmt.linebetweenrows and "linebetweenrows" not in hidden: + # initial rows with a line below + for row in padded_rows[:-1]: + append_row(lines, row, padded_widths, colaligns, fmt.datarow) + _append_line(lines, padded_widths, colaligns, fmt.linebetweenrows) + # the last row without a line below + append_row(lines, padded_rows[-1], padded_widths, colaligns, fmt.datarow) + else: + for row in padded_rows: + append_row(lines, row, padded_widths, colaligns, fmt.datarow) + + if fmt.linebelow and "linebelow" not in hidden: + _append_line(lines, padded_widths, colaligns, fmt.linebelow) + + if headers or rows: + output = "\n".join(lines) + if fmt.lineabove == _html_begin_table_without_header: + return JupyterHTMLStr(output) + else: + return output + else: # a completely empty table + return "" + + +def _main(): + """\ + Usage: tabulate [options] [FILE ...] + + Pretty-print tabular data. + See also https://github.com/astanin/python-tabulate + + FILE a filename of the file with tabular data; + if "-" or missing, read data from stdin. + + Options: + + -h, --help show this message + -1, --header use the first row of data as a table header + -o FILE, --output FILE print table to FILE (default: stdout) + -s REGEXP, --sep REGEXP use a custom column separator (default: whitespace) + -F FPFMT, --float FPFMT floating point number format (default: g) + -f FMT, --format FMT set output table format; supported formats: + plain, simple, grid, fancy_grid, pipe, orgtbl, + rst, mediawiki, html, latex, latex_raw, + latex_booktabs, latex_longtable, tsv + (default: simple) + """ + import getopt + import sys + import textwrap + + usage = textwrap.dedent(_main.__doc__) + try: + opts, args = getopt.getopt( + sys.argv[1:], + "h1o:s:F:A:f:", + ["help", "header", "output", "sep=", "float=", "align=", "format="], + ) + except getopt.GetoptError as e: + print(e) + print(usage) + sys.exit(2) + headers = [] + floatfmt = _DEFAULT_FLOATFMT + colalign = None + tablefmt = "simple" + sep = r"\s+" + outfile = "-" + for opt, value in opts: + if opt in ["-1", "--header"]: + headers = "firstrow" + elif opt in ["-o", "--output"]: + outfile = value + elif opt in ["-F", "--float"]: + floatfmt = value + elif opt in ["-C", "--colalign"]: + colalign = value.split() + elif opt in ["-f", "--format"]: + if value not in tabulate_formats: + print("%s is not a supported table format" % value) + print(usage) + sys.exit(3) + tablefmt = value + elif opt in ["-s", "--sep"]: + sep = value + elif opt in ["-h", "--help"]: + print(usage) + sys.exit(0) + files = [sys.stdin] if not args else args + with (sys.stdout if outfile == "-" else open(outfile, "w")) as out: + for f in files: + if f == "-": + f = sys.stdin + if _is_file(f): + _pprint_file( + f, + headers=headers, + tablefmt=tablefmt, + sep=sep, + floatfmt=floatfmt, + file=out, + colalign=colalign, + ) + else: + with open(f) as fobj: + _pprint_file( + fobj, + headers=headers, + tablefmt=tablefmt, + sep=sep, + floatfmt=floatfmt, + file=out, + colalign=colalign, + ) + + +def _pprint_file(fobject, headers, tablefmt, sep, floatfmt, file, colalign): + rows = fobject.readlines() + table = [re.split(sep, r.rstrip()) for r in rows if r.strip()] + print( + tabulate(table, headers, tablefmt, floatfmt=floatfmt, colalign=colalign), + file=file, + ) + + +if __name__ == "__main__": + _main() diff --git a/tests/images/a.jpg b/tests/images/a.jpg new file mode 100644 index 0000000..96a6b4c Binary files /dev/null and b/tests/images/a.jpg differ diff --git a/tests/images/a.png b/tests/images/a.png new file mode 100644 index 0000000..edd4485 Binary files /dev/null and b/tests/images/a.png differ diff --git a/tests/images/a.webp b/tests/images/a.webp new file mode 100644 index 0000000..edd4485 Binary files /dev/null and b/tests/images/a.webp differ diff --git a/tests/images/sdata.jpg b/tests/images/sdata.jpg new file mode 100644 index 0000000..27f0d26 Binary files /dev/null and b/tests/images/sdata.jpg differ diff --git a/tests/images/sdata.png b/tests/images/sdata.png new file mode 100644 index 0000000..9e55fe0 Binary files /dev/null and b/tests/images/sdata.png differ diff --git a/tests/sdata.png b/tests/sdata.png new file mode 100644 index 0000000..5a64f37 Binary files /dev/null and b/tests/sdata.png differ diff --git a/tests/test_sclass_dataframe_as_blob.py b/tests/test_sclass_dataframe_as_blob.py new file mode 100644 index 0000000..8656199 --- /dev/null +++ b/tests/test_sclass_dataframe_as_blob.py @@ -0,0 +1,76 @@ +# -*- coding: utf-8 -*- +"""DataFrame.as_blob(fmt) — Komposition statt Vererbung (RFC 0004, Option C): +eine Tabelle wird in einem gewählten Format zu einem binären Blob-Asset +(hash-/verify-/write-fähig), ohne dass DataFrame von Blob erbt.""" +import pandas as pd +import pytest + +pytest.importorskip("pyarrow") + +from sdata.sclass.blob import Blob +from sdata.sclass.dataframe import DataFrame + + +def _sdf(): + df = pd.DataFrame({"weight": [10, 20, 30], "height": [1.5, 1.6, 1.7]}) + cmd = {"weight": {"label": "Gewicht", "unit": "kg"}} + return DataFrame(df=df, column_metadata=cmd, name="MeasureSet", + description="Beispieldaten") + + +def test_as_blob_default_is_parquet(): + sdf = _sdf() + blob = sdf.as_blob() + assert isinstance(blob, Blob) + assert blob.filetype == "parquet" + assert blob.metadata.get("mime_type").value == "application/vnd.apache.parquet" + assert blob.content_bytes == sdf.to_parquet() # gleiche Bytes wie direkt serialisiert + # Name/Description werden von der Tabelle übernommen + assert blob.name == "MeasureSet" + assert blob.description == "Beispieldaten" + + +def test_as_blob_checksum_and_verify(): + blob = _sdf().as_blob("parquet") + assert blob.metadata.get("checksum").value == blob.sha256 + assert blob.verify() is True # update_checksum lief in as_blob + assert blob.size and blob.size > 0 + + +def test_as_blob_roundtrip_parquet(): + sdf = _sdf() + blob = sdf.as_blob("parquet") + back = DataFrame.from_parquet_bytes(blob.content_bytes) + pd.testing.assert_frame_equal(back.df, sdf.df) + # eingebettete sdata-Metadaten überleben den Umweg über den Blob + assert back.column_metadata.get("weight").unit == "kg" + + +def test_as_blob_csv(): + sdf = _sdf() + blob = sdf.as_blob("csv") + assert blob.filetype == "csv" + assert blob.metadata.get("mime_type").value == "text/csv" + assert blob.content_bytes == sdf.to_csv().encode("utf-8") + assert b"weight" in blob.content_bytes + + +def test_as_blob_arrow_and_feather(): + sdf = _sdf() + for fmt in ("arrow", "feather"): + blob = sdf.as_blob(fmt) + assert blob.filetype == fmt + assert blob.metadata.get("mime_type").value == "application/vnd.apache.arrow.file" + # Arrow-IPC ist als Feather wieder einlesbar + back = DataFrame.from_feather # noqa: F841 (nur Existenz-Check) + assert blob.content_bytes == sdf.to_feather() + + +def test_as_blob_name_override(): + blob = _sdf().as_blob("csv", name="custom") + assert blob.name == "custom" + + +def test_as_blob_unsupported_format(): + with pytest.raises(ValueError, match="unsupported blob format"): + _sdf().as_blob("xlsx")